The prevalence of mitral regurgitation(MR)is increasingly worldwide as a consequence of improved survival and ischemic heart disease.Severe MR is associated with worse prognosis,independent of left ventricular functio...The prevalence of mitral regurgitation(MR)is increasingly worldwide as a consequence of improved survival and ischemic heart disease.Severe MR is associated with worse prognosis,independent of left ventricular function and associated comorbidities.[1-3]Although surgical valve repair or replacement remains the standard treatment for patients with chronic MR,up to 50%of MR patients with symptomatic MR are not referred for surgery,mainly because of multiple comorbid conditions resulting in high surgical risk.[4]There is,therefore,a clear need for less invasive approaches for this patient group.展开更多
Silicon is an important high capacity anode material for the next generation Li-ion batteries.The electrochemical performances of the Si anode are influenced strongly by the properties of the solid electrolyte interph...Silicon is an important high capacity anode material for the next generation Li-ion batteries.The electrochemical performances of the Si anode are influenced strongly by the properties of the solid electrolyte interphase(SEI).It is well known that the addition of flouroethylene carbonate(FEC)in the carbonate electrolyte is helpful to improve the cyclic performance of the Si anode.The possible origin is suggested to relate to the modification of the SEI.However,detailed information is still absent.In this work,the structural and mechanical properties of the SEI on Si thin film anode in the ethylene-carbonate-based(EC-based)and FEC-based electrolytes at different discharging and charging states have been investigated using a scanning atomic force microscopy force spectroscopy(AFMFS)method.Single-layered,double-layered,and multi-layered SEI structures with various Young’s moduli have been visualized three dimensionally at nanoscale based on the hundreds of force curves in certain scanned area.The coverage of the SEI can be obtained quantitatively from the two-dimensional(2D)project plots.The related analysis indicates that more soft SEI layers are covered on the Si anode,and this could explain the benefits of the FEC additive.展开更多
Titanium nitride films are prepared by plasma enhanced chemical vapor deposition method on titanium foil using N_(2) as precursor. In order to evaluate the effect of oxygen on the growth of titanium nitride films, a s...Titanium nitride films are prepared by plasma enhanced chemical vapor deposition method on titanium foil using N_(2) as precursor. In order to evaluate the effect of oxygen on the growth of titanium nitride films, a small amount of O_(2) is introduced into the preparation process. The study indicates that trace O_(2) addition into the reaction chamber gives rise to significant changes on the color and micro-morphology of the foil, featuring dense and long nano-wires. The as-synthesized nanostructures are characterized by various methods and identified as TiN, Ti_(2) N, and TiO_(2) respectively. Moreover, the experiment results show that oxide nanowire has a high degree of crystallinity and the nitrides present specific orientation relationships with the titanium matrix.展开更多
Background:Recently,machine learning(ML)has become attractive in genomic prediction,but its superiority in genomic prediction over conventional(ss)GBLUP methods and the choice of optimal ML methods need to be investig...Background:Recently,machine learning(ML)has become attractive in genomic prediction,but its superiority in genomic prediction over conventional(ss)GBLUP methods and the choice of optimal ML methods need to be investigated.Results:In this study,2566 Chinese Yorkshire pigs with reproduction trait records were genotyped with the GenoBaits Porcine SNP 50 K and PorcineSNP50 panels.Four ML methods,including support vector regression(SVR),kernel ridge regression(KRR),random forest(RF)and Adaboost.R2 were implemented.Through 20 replicates of fivefold cross-validation(CV)and one prediction for younger individuals,the utility of ML methods in genomic prediction was explored.In CV,compared with genomic BLUP(GBLUP),single-step GBLUP(ssGBLUP)and the Bayesian method BayesHE,ML methods significantly outperformed these conventional methods.ML methods improved the genomic prediction accuracy of GBLUP,ssGBLUP,and BayesHE by 19.3%,15.0% and 20.8%,respectively.In addition,ML methods yielded smaller mean squared error(MSE)and mean absolute error(MAE)in all scenarios.ssGBLUP yielded an improvement of 3.8% on average in accuracy compared to that of GBLUP,and the accuracy of BayesHE was close to that of GBLUP.In genomic prediction of younger individuals,RF and Adaboost.R2_KRR performed better than GBLUP and BayesHE,while ssGBLUP performed comparably with RF,and ssGBLUP yielded slightly higher accuracy and lower MSE than Adaboost.R2_KRR in the prediction of total number of piglets born,while for number of piglets born alive,Adaboost.R2_KRR performed significantly better than ssGBLUP.Among ML methods,Adaboost.R2_KRR consistently performed well in our study.Our findings also demonstrated that optimal hyperparameters are useful for ML methods.After tuning hyperparameters in CV and in predicting genomic outcomes of younger individuals,the average improvement was 14.3% and 21.8% over those using default hyperparameters,respectively.Conclusion:Our findings demonstrated that ML methods had better overall prediction performance than conventional genomic selection methods,and could be new options for genomic prediction.Among ML methods,Adaboost.R2_KRR consistently performed well in our study,and tuning hyperparameters is necessary for ML methods.The optimal hyperparameters depend on the character of traits,datasets etc.展开更多
AIM: To investigate the feasibility and efficacy of the combination of S-1 with gemcitabine followed by oral S-1 with concurrent radiotherapy (intensity modulated radiotherapy, IMRT) and maintenance therapy with S-1 f...AIM: To investigate the feasibility and efficacy of the combination of S-1 with gemcitabine followed by oral S-1 with concurrent radiotherapy (intensity modulated radiotherapy, IMRT) and maintenance therapy with S-1 for locally advanced pancreatic cancer.展开更多
Objective: To study the effect of surgery combined with nerve growth factor preparation treatment of acute cerebral hemorrhage on nerve cytokines and nerve injury. Methods: 68 patients with acute cerebral hemorrhage w...Objective: To study the effect of surgery combined with nerve growth factor preparation treatment of acute cerebral hemorrhage on nerve cytokines and nerve injury. Methods: 68 patients with acute cerebral hemorrhage who received emergency minimally invasive evacuation of hematoma in Zigong No. 4 People's Hospital between August 2014 and September 2016 were selected and randomly divided into mNGF group and control group, mNGF group received postoperative mouse nerve growth factor preparation combined with conventional therapy, and control group accepted routine postoperative treatment. 10d, 20d and 30d after treatment, the serum was collected to determine the levels of nerve cytokines and nerve injury molecules. Results: 10d, 20d and 30d after treatment, serum BDNF (5.29±0.88 vs. 3.58±0.61, 6.94±0.93 vs. 3.78±0.55, 9.28±1.13 vs. 4.57±0.62 ng/ml), NTF-α (2.94±0.52 vs. 1.35±0.18, 3.88±0.58 vs. 1.51±0.20, 5.21±0.72 vs. 2.95±0.46 ng/ml), NGF (0.89±0.11 vs. 0.62±0.08, 1.02±0.15 vs. 0.78±0.09, 1.45±0.18 vs. 0.92±0.12 ng/ml) and VEGF (147.53±19.52 vs. 110.38±14.28, 184.95±22.51 vs. 121.29±17.85, 237.49±31.28 vs. 145.38±18.31 pg/ml) levels of mNGF group were significantly higher than those of control group while S100β (1.27±0.20 vs. 2.19±0.33, 0.94±0.14 vs. 1.76±0.25, 0.71±0.09 vs. 1.32±0.17 ng/ml), GFAP (2.08±0.36 vs. 4.42±0.55, 1.65±0.25 vs. 3.57±0.51, 1.31±0.17 vs. 2.93±0.42 pg/ml), NSE (34.21±5.82 vs. 73.19±9.35, 27.58±4.12 vs. 58.76±8.28, 22.12±3.25 vs. 39.52±5.28 ng/ml), MBP (5.28±0.93 vs. 11.28±1.86, 3.89±0.51 vs. 9.12±1.14, 3.12±0.41 vs. 6.79±0.94 ng/ml), MDA (6.97±0.93 vs. 14.21±1.87, 5.02±0.78 vs. 11.75±1.76, 3.57±0.62 vs. 8.12±0.99 μmol/L), AOPP(65.19±9.68 vs. 155.62±19.63, 48.59±7.21 vs. 118.75±16.85, 37.83±5.28 vs. 82.11±10.18 μmol/L) and 8-OHdG (4.77±0.67 vs. 10.28±1.52, 3.52±0.51 vs. 9.38±1.15, 2.33±0.41 vs. 6.52±0.92 ng/ml) levels were significantly lower than those of control group. Conclusion: Surgery combined with nerve growth factor preparation treatment of acute cerebral hemorrhage can improve neural nutritional status and reduce nerve injury degree, and it is beneficial to the recovery of neural function.展开更多
Bone remodeling is precisely coordinated by bone resorption and formation.Apoptotic osteoclasts generate large amounts of apoptotic bodies(ABs)marking the end of the bone resorption phase,whereas the functions of oste...Bone remodeling is precisely coordinated by bone resorption and formation.Apoptotic osteoclasts generate large amounts of apoptotic bodies(ABs)marking the end of the bone resorption phase,whereas the functions of osteoclast-derived ABs remain largely unknown.Here,we identified the molecular profile of ABs derived from osteoclasts at distinct differentiation stages and investigated their corresponding functions.ABs were isolated from apoptotic bone marrow macrophages,preosteoclasts,and mature osteoclasts induced by staurosporine.Proteomic signature analysis with liquid chromatography-tandem mass spectrometry suggested marked protein cargo differences among the different ABs.Further bioinformatic analysis showed that the proteomic signatures of the ABs were highly similar to those of their parental cells.Functionally,pOC-ABs induced endothelial progenitor cell differentiation and increased CD31hiEmcnhi endothelial cell formation in a murine bone defect model via their PDGF-BB cargo.mOC-ABs induced osteogenic differentiation of mesenchymal stem cells and facilitated osteogenesis via RANKL reverse signaling.In summary,we mapped the detailed proteomic landscapes of ABs derived from osteoclasts and showed that their potential biological roles are important in coupling bone formation with resorption during bone remodeling.展开更多
Integral experiments on tungsten slab samples were carried out on the D-T neutron source facility at China Institute of Atomic Energy. Leakage neutron spectra from the irradiated tungsten target were measured by the t...Integral experiments on tungsten slab samples were carried out on the D-T neutron source facility at China Institute of Atomic Energy. Leakage neutron spectra from the irradiated tungsten target were measured by the time-of-flight technique. Accuracy of the nuclear data for tungsten was examined by comparing the measured neutron spectra with the leakage neutron spectra simulated using the MCNP-4C code with evaluated nuclear data of the JEFF-3.2, FENDL-3.0 and TENDL-2014 libraries. The results show that the calculations with JEFF-3.2 agree well with the measurements in the whole energy range and all angles, whereas the spectra calculated with FENDL-3.0 and TENDL-2014 have some discrepancies with the experimental data.展开更多
The paper proposes a three-scale binary medium-based constitutive model on the basis of the meso structures and micro components to describe the elasto-plastic mechanical behavior of mudstone samples.Based on the brea...The paper proposes a three-scale binary medium-based constitutive model on the basis of the meso structures and micro components to describe the elasto-plastic mechanical behavior of mudstone samples.Based on the breakage mechanism of geomaterials,mudstone samples are considered as two different materials(bonded and frictional elements)at mesoscales.From micro to meso scales,given the similar but different mineralogy composition and porosity of the bonded and frictional elements at microscale,as well as their separate mechanical characteristics,different homogenization methods are adopted to obtain their respective meso mechanical properties.At the mesoscale,in view of the unique meso structures and the continuous material transformation,the extended self-consistent scheme(SCS)is improved to be adaptable to elasto-plastic composites with varying meso components.With the consideration of the evolution form of the breakage ratio under the external loading being given based on the assumed strength distribution of the meso bonded elements,the mechanical relations between meso and macro scales are established.Finally,on the basis of the mean-field method and combined with the critical mechanical connections between different scales,the micro-meso-macro constitutive model for mudstone samples are proposed.The model validation shows that,with a few model parameters,the proposed model can well reflect the stress and deformation features of mudstone samples with complex micro-components.展开更多
Attention deficit and hyperactivity disorder （ADHD）, a prevalent syndrome in children worldwide, is characterized by impulsivity, inappropriate inattention, and/or hyperactivity. It seriously afflicts cognitive deve...Attention deficit and hyperactivity disorder （ADHD）, a prevalent syndrome in children worldwide, is characterized by impulsivity, inappropriate inattention, and/or hyperactivity. It seriously afflicts cognitive development in childhood, and may lead to chronic under-achievement, academic failure, problematic peer relationships, and low self-esteem. There are at least three challenges for the treatment of ADHD. First, the neurobiological bases of its symptoms are still not clear. Second, the commonly prescribed medications, most showing short-term therapeutic efficacy but with a high risk of serious side-effects, are mainly based on a dopamine mechanism. Third, more novel and efficient animal models, especially in nonhuman primates, are required to accelerate the development of new medications. In this article, we review research progress in the related fields, focusing on our previous studies showing that blockade of prefrontal cortical a2A-adrenoceptors in monkeys produces almost all the typical behavioral symptoms of ADHD.展开更多
Uniform mixing of ceramic powder and graphene is of great importance for producing ceramic matrix composite. In this study, graphene nanowalls(GNWs) are directly deposited on the surface of Al2 O3 and Si3 N4 powders u...Uniform mixing of ceramic powder and graphene is of great importance for producing ceramic matrix composite. In this study, graphene nanowalls(GNWs) are directly deposited on the surface of Al2 O3 and Si3 N4 powders using chemical vapor deposition system to realize the uniform mixing. The morphology and the initial stage of the growth process are investigated. It is found that the graphitic base layer is initially formed parallel to the powder surface and is followed by the growth of graphene nanowalls perpendicular to the surface. Moreover, the lateral length of the graphene sheet could be well controlled by tuning the growth temperature. GNWs/Al2 O3 powder is consolidated by using sparking plasma sintering method and several physical properties are measured. Owing to the addition of GNWs, the electrical conductivity of the bulk alumina is significantly increased.展开更多
A series of Si/C composites were fabricated based on pitch and Si powders with particle sizes of 30, 100, 500, and 3000 nm. The size effects of the Si particles in the Si/C composites were investigated for lithium-ion...A series of Si/C composites were fabricated based on pitch and Si powders with particle sizes of 30, 100, 500, and 3000 nm. The size effects of the Si particles in the Si/C composites were investigated for lithium-ion battery anodes. The nanoscale Si and Si/C composites exhibited good capacity retentions. Scanning electron microscopy showed that exterior and interior cracks emerging owing to volume expansion as well as parasitic reactions with the electrolyte could well explain the performance failure.展开更多
Excessive theta(θ)frequency oscillation and synchronization in the basal ganglia(BG)has been reported in elderly parkinsonian patients and animal models of levodopa(L-dopa)-induced dyskinesia(LID),particularly theθo...Excessive theta(θ)frequency oscillation and synchronization in the basal ganglia(BG)has been reported in elderly parkinsonian patients and animal models of levodopa(L-dopa)-induced dyskinesia(LID),particularly theθoscillation recorded during periods when L-dopa is withdrawn(the off L-dopa state).To gain insight into processes underlying this activity,we explored the relationship between primary motor cortex(M1)oscillatory activity and BG output in LID.We recorded local field potentials in the substantia nigra pars reticulata(SNr)and M1 of awake,inattentive resting rats before and after L-dopa priming in Sham control,Parkinson disease model,and LID model groups.We found that chronic L-dopa increasedθsynchronization and information flow between the SNr and M1 in off L-dopa state LID rats,with a SNr-to-M1 flow directionality.Compared with the on state,θoscillational activity(θsynchronization and informationflow)during the off state were more closely associated with abnormal involuntary movements.Our findings indicate thatθoscillation in M1 may be consequent to abnormal synchronous discharges in the BG and support the notion that M1θoscillation may participate in the induction of dyskinesia.展开更多
The dissolution of transition metal(TM)cations from oxide cathodes and the subsequent migration and deposition on the anode lead to the deconstruction of cathode materials and uncontrollable growth of solid electrode ...The dissolution of transition metal(TM)cations from oxide cathodes and the subsequent migration and deposition on the anode lead to the deconstruction of cathode materials and uncontrollable growth of solid electrode interphase(SEI).The above issues have been considered as main causes for the performance degradation of lithium-ion batteries(LIBs).In this work,we reported that the solid oxide electrolyte Li1.5Al0.5Ti1.5(PO4)3(LATP)coating on polyethylene(PE)polymer separator can largely block the TM dissolution and deposition in LIBs.Scanning electron microscopy(SEM),second ion mass spectroscopy(SIMS),and Raman spectroscopy characterizations reveal that the granular surface of the LATP coating layer is converted to a dense morphology due to the reduction of LATP at discharge process.The as-formed dense surface layer can effectively hinder the TM deposition on the anode electrode and inhibit the TM dissolution from the cathode electrode.As a result,both the LiCoO2/SiO-graphite and LiMn2O4/SiO-graphite cells using LATP coated PE separator show substantially enhanced cycle performances compared with those cells with Al2O3 coated PE separator.展开更多
The employment of lithium metal anode in rechargeable lithium batteries has been hindered by the safety concerns which are associated with the uncontrolled lithium dendrite growth and the unceasing side reactions with...The employment of lithium metal anode in rechargeable lithium batteries has been hindered by the safety concerns which are associated with the uncontrolled lithium dendrite growth and the unceasing side reactions with liquid electrolytes.In this work,we report that the use of Ti-containing solid electrolyte-coated separators can greatly enhance the cycle performances of lithium metal anode in cells using liquid electrolytes.The detailed morphologic studies indicate that more uniform lithium deposition is achieved in cells using Ti-containing solid electrolyte-coated separators than that using Al_(2)O_(3)-coated separators,which is likely due to the modified anode and electrolyte interfacial properties induced by the reactive nature of Ti-containing solid electrolytes with metallic lithium.This work demonstrates an effective strategy to enhance the homogeneity of lithium deposition,which leads to the stable cycling of lithium metal anode in rechargeable lithium-ion batteries.展开更多
Silicon monoxide(SiO)has been considered as one of the most promising anode materials for next generation highenergy-density Li-ion batteries(LiBs)thanks to its high theoretical capacity.However,the poor intrinsic ele...Silicon monoxide(SiO)has been considered as one of the most promising anode materials for next generation highenergy-density Li-ion batteries(LiBs)thanks to its high theoretical capacity.However,the poor intrinsic electronic conductivity and large volume change during lithium intercalation/de-intercalation restrict its practical applications.Fabrication of SiO/C composites is an effective way to overcome these problems.Herein,a series of micro-sized SiO@C/graphite(Si0@C/G)composite anode materials,with designed capacity of 600 mAh·g-1,are successfully prepared through a pitch pyrolysis reaction method.The electrochemical performance of SiO@C/G composite anodes with different carbon coating contents of 5 wt%,10 wt%,15 wt%,and 35 wt%is investigated.The results show that the SiO@C/G composite with15-wt%carbon coating content exhibits the best cycle performance,with a high capacity retention of 90.7%at 25℃and90.1%at 450 C after 100 cycles in full cells with LiNi0.5Co0.2Mn0.3O2 as cathodes.The scanning electron microscope(SEM)and electrochemistry impedance spectroscopy(EIS)results suggest that a moderate carbon coating layer can promote the formation of stable SEI film,which is favorable for maintaining good interfacial conductivity and thus enhancing the cycling stability of SiO electrode.展开更多
Mobile edge computing is trending nowadays for its computation efficiency and privacy.The rapid development of e-commerce show great interest in mobile edge computing due to numerous rise of small and middle-sized ent...Mobile edge computing is trending nowadays for its computation efficiency and privacy.The rapid development of e-commerce show great interest in mobile edge computing due to numerous rise of small and middle-sized enterprises(SMEs)in the internet.This paper predicts the overall sales volume of the enterprise through the classic ARIMA model,and notes that the behavior and arrival differences between the new and old customer groups will affect the accuracy of our forecasts,so we then use Pareto/NBD to explore the repeated purchases of customers at the individual level of the old customer and the SVR model to predict the arrival of new customers,thus helping the enterprise to make layered and accurate marketing of new and old customers through machine learning.In general,machine learning relies on powerful computation and storage resources,while mobile edge computing typically provides limited computation resources locally.Therefore,it is essential to combine machine learning with mobile edge computing to further promote the proliferation of data analysis among SMEs.展开更多
本文阐述利用电力通信网建立电力系统省、地、站一体的多级时间同步监测系统的方法。该系统以省级区域内最高等级时钟源作为统一时源,利用现有的电力通信网以基于E1通道的精密时钟同步协议POE (PTP over E1)方式实现各级监测装置的分级...本文阐述利用电力通信网建立电力系统省、地、站一体的多级时间同步监测系统的方法。该系统以省级区域内最高等级时钟源作为统一时源,利用现有的电力通信网以基于E1通道的精密时钟同步协议POE (PTP over E1)方式实现各级监测装置的分级授时,保证整个监测系统的时源统一。各级监测装置通过直接采集时间信号、触发并监测SOE (Sequence of Event)报文、利用代理程序等方法实现对电力系统各级时间同步系统、二次设备、服务器和计算机等设备的时差测量,并将测量结果通过调度数据网逐级上送至各级监测管理系统,实现多级时间同步监测。展开更多
基金supported by the Cultivation of Scientific Research Project of Changhai Hospital,Shanghai,China(No.2021JCMS20)Major Topics of the Health Commission of Jiangsu Province(ZD2021020).
文摘The prevalence of mitral regurgitation(MR)is increasingly worldwide as a consequence of improved survival and ischemic heart disease.Severe MR is associated with worse prognosis,independent of left ventricular function and associated comorbidities.[1-3]Although surgical valve repair or replacement remains the standard treatment for patients with chronic MR,up to 50%of MR patients with symptomatic MR are not referred for surgery,mainly because of multiple comorbid conditions resulting in high surgical risk.[4]There is,therefore,a clear need for less invasive approaches for this patient group.
基金Project supported by the State Grid Technology Project,China(Grant No.DG71-17-010)。
文摘Silicon is an important high capacity anode material for the next generation Li-ion batteries.The electrochemical performances of the Si anode are influenced strongly by the properties of the solid electrolyte interphase(SEI).It is well known that the addition of flouroethylene carbonate(FEC)in the carbonate electrolyte is helpful to improve the cyclic performance of the Si anode.The possible origin is suggested to relate to the modification of the SEI.However,detailed information is still absent.In this work,the structural and mechanical properties of the SEI on Si thin film anode in the ethylene-carbonate-based(EC-based)and FEC-based electrolytes at different discharging and charging states have been investigated using a scanning atomic force microscopy force spectroscopy(AFMFS)method.Single-layered,double-layered,and multi-layered SEI structures with various Young’s moduli have been visualized three dimensionally at nanoscale based on the hundreds of force curves in certain scanned area.The coverage of the SEI can be obtained quantitatively from the two-dimensional(2D)project plots.The related analysis indicates that more soft SEI layers are covered on the Si anode,and this could explain the benefits of the FEC additive.
基金Project supported by the Innovation Funding of Beijing Institute of Aeronautical Materials。
文摘Titanium nitride films are prepared by plasma enhanced chemical vapor deposition method on titanium foil using N_(2) as precursor. In order to evaluate the effect of oxygen on the growth of titanium nitride films, a small amount of O_(2) is introduced into the preparation process. The study indicates that trace O_(2) addition into the reaction chamber gives rise to significant changes on the color and micro-morphology of the foil, featuring dense and long nano-wires. The as-synthesized nanostructures are characterized by various methods and identified as TiN, Ti_(2) N, and TiO_(2) respectively. Moreover, the experiment results show that oxide nanowire has a high degree of crystallinity and the nitrides present specific orientation relationships with the titanium matrix.
基金supported by grants from the National Key Research and Development Project(2019YFE0106800)Modern Agriculture Science and Technology Key Project of Hebei Province(19226376D)China Agriculture Research System of MOF and MARA.
文摘Background:Recently,machine learning(ML)has become attractive in genomic prediction,but its superiority in genomic prediction over conventional(ss)GBLUP methods and the choice of optimal ML methods need to be investigated.Results:In this study,2566 Chinese Yorkshire pigs with reproduction trait records were genotyped with the GenoBaits Porcine SNP 50 K and PorcineSNP50 panels.Four ML methods,including support vector regression(SVR),kernel ridge regression(KRR),random forest(RF)and Adaboost.R2 were implemented.Through 20 replicates of fivefold cross-validation(CV)and one prediction for younger individuals,the utility of ML methods in genomic prediction was explored.In CV,compared with genomic BLUP(GBLUP),single-step GBLUP(ssGBLUP)and the Bayesian method BayesHE,ML methods significantly outperformed these conventional methods.ML methods improved the genomic prediction accuracy of GBLUP,ssGBLUP,and BayesHE by 19.3%,15.0% and 20.8%,respectively.In addition,ML methods yielded smaller mean squared error(MSE)and mean absolute error(MAE)in all scenarios.ssGBLUP yielded an improvement of 3.8% on average in accuracy compared to that of GBLUP,and the accuracy of BayesHE was close to that of GBLUP.In genomic prediction of younger individuals,RF and Adaboost.R2_KRR performed better than GBLUP and BayesHE,while ssGBLUP performed comparably with RF,and ssGBLUP yielded slightly higher accuracy and lower MSE than Adaboost.R2_KRR in the prediction of total number of piglets born,while for number of piglets born alive,Adaboost.R2_KRR performed significantly better than ssGBLUP.Among ML methods,Adaboost.R2_KRR consistently performed well in our study.Our findings also demonstrated that optimal hyperparameters are useful for ML methods.After tuning hyperparameters in CV and in predicting genomic outcomes of younger individuals,the average improvement was 14.3% and 21.8% over those using default hyperparameters,respectively.Conclusion:Our findings demonstrated that ML methods had better overall prediction performance than conventional genomic selection methods,and could be new options for genomic prediction.Among ML methods,Adaboost.R2_KRR consistently performed well in our study,and tuning hyperparameters is necessary for ML methods.The optimal hyperparameters depend on the character of traits,datasets etc.
文摘AIM: To investigate the feasibility and efficacy of the combination of S-1 with gemcitabine followed by oral S-1 with concurrent radiotherapy (intensity modulated radiotherapy, IMRT) and maintenance therapy with S-1 for locally advanced pancreatic cancer.
文摘Objective: To study the effect of surgery combined with nerve growth factor preparation treatment of acute cerebral hemorrhage on nerve cytokines and nerve injury. Methods: 68 patients with acute cerebral hemorrhage who received emergency minimally invasive evacuation of hematoma in Zigong No. 4 People's Hospital between August 2014 and September 2016 were selected and randomly divided into mNGF group and control group, mNGF group received postoperative mouse nerve growth factor preparation combined with conventional therapy, and control group accepted routine postoperative treatment. 10d, 20d and 30d after treatment, the serum was collected to determine the levels of nerve cytokines and nerve injury molecules. Results: 10d, 20d and 30d after treatment, serum BDNF (5.29±0.88 vs. 3.58±0.61, 6.94±0.93 vs. 3.78±0.55, 9.28±1.13 vs. 4.57±0.62 ng/ml), NTF-α (2.94±0.52 vs. 1.35±0.18, 3.88±0.58 vs. 1.51±0.20, 5.21±0.72 vs. 2.95±0.46 ng/ml), NGF (0.89±0.11 vs. 0.62±0.08, 1.02±0.15 vs. 0.78±0.09, 1.45±0.18 vs. 0.92±0.12 ng/ml) and VEGF (147.53±19.52 vs. 110.38±14.28, 184.95±22.51 vs. 121.29±17.85, 237.49±31.28 vs. 145.38±18.31 pg/ml) levels of mNGF group were significantly higher than those of control group while S100β (1.27±0.20 vs. 2.19±0.33, 0.94±0.14 vs. 1.76±0.25, 0.71±0.09 vs. 1.32±0.17 ng/ml), GFAP (2.08±0.36 vs. 4.42±0.55, 1.65±0.25 vs. 3.57±0.51, 1.31±0.17 vs. 2.93±0.42 pg/ml), NSE (34.21±5.82 vs. 73.19±9.35, 27.58±4.12 vs. 58.76±8.28, 22.12±3.25 vs. 39.52±5.28 ng/ml), MBP (5.28±0.93 vs. 11.28±1.86, 3.89±0.51 vs. 9.12±1.14, 3.12±0.41 vs. 6.79±0.94 ng/ml), MDA (6.97±0.93 vs. 14.21±1.87, 5.02±0.78 vs. 11.75±1.76, 3.57±0.62 vs. 8.12±0.99 μmol/L), AOPP(65.19±9.68 vs. 155.62±19.63, 48.59±7.21 vs. 118.75±16.85, 37.83±5.28 vs. 82.11±10.18 μmol/L) and 8-OHdG (4.77±0.67 vs. 10.28±1.52, 3.52±0.51 vs. 9.38±1.15, 2.33±0.41 vs. 6.52±0.92 ng/ml) levels were significantly lower than those of control group. Conclusion: Surgery combined with nerve growth factor preparation treatment of acute cerebral hemorrhage can improve neural nutritional status and reduce nerve injury degree, and it is beneficial to the recovery of neural function.
基金This work was funded by a grant from the National Natural Science Foundation of China(81802166)a grant from the State Key Program of National Natural Science of China(81930067)a first-class General Financial Grant from the China Postdoctoral Science Foundation(2017M613315).
文摘Bone remodeling is precisely coordinated by bone resorption and formation.Apoptotic osteoclasts generate large amounts of apoptotic bodies(ABs)marking the end of the bone resorption phase,whereas the functions of osteoclast-derived ABs remain largely unknown.Here,we identified the molecular profile of ABs derived from osteoclasts at distinct differentiation stages and investigated their corresponding functions.ABs were isolated from apoptotic bone marrow macrophages,preosteoclasts,and mature osteoclasts induced by staurosporine.Proteomic signature analysis with liquid chromatography-tandem mass spectrometry suggested marked protein cargo differences among the different ABs.Further bioinformatic analysis showed that the proteomic signatures of the ABs were highly similar to those of their parental cells.Functionally,pOC-ABs induced endothelial progenitor cell differentiation and increased CD31hiEmcnhi endothelial cell formation in a murine bone defect model via their PDGF-BB cargo.mOC-ABs induced osteogenic differentiation of mesenchymal stem cells and facilitated osteogenesis via RANKL reverse signaling.In summary,we mapped the detailed proteomic landscapes of ABs derived from osteoclasts and showed that their potential biological roles are important in coupling bone formation with resorption during bone remodeling.
基金supported by the National Natural Science Foundation of China(No.11605097,91426301,and 11605257)Doctoral Scientific Research Foundation of Inner Mongolia University for the Nationalities(No.BS365)the‘‘ADS project 302’’of the Chinese Academy of Sciences(No.XDA03030200)
文摘Integral experiments on tungsten slab samples were carried out on the D-T neutron source facility at China Institute of Atomic Energy. Leakage neutron spectra from the irradiated tungsten target were measured by the time-of-flight technique. Accuracy of the nuclear data for tungsten was examined by comparing the measured neutron spectra with the leakage neutron spectra simulated using the MCNP-4C code with evaluated nuclear data of the JEFF-3.2, FENDL-3.0 and TENDL-2014 libraries. The results show that the calculations with JEFF-3.2 agree well with the measurements in the whole energy range and all angles, whereas the spectra calculated with FENDL-3.0 and TENDL-2014 have some discrepancies with the experimental data.
基金the funding of Highway Planning,Survey and Design Research Institute,Sichuan Provincial Transport Department(No.2020-WX-15)the National Natural Science Foundation of China(NSFC)(No.U22A20596).
文摘The paper proposes a three-scale binary medium-based constitutive model on the basis of the meso structures and micro components to describe the elasto-plastic mechanical behavior of mudstone samples.Based on the breakage mechanism of geomaterials,mudstone samples are considered as two different materials(bonded and frictional elements)at mesoscales.From micro to meso scales,given the similar but different mineralogy composition and porosity of the bonded and frictional elements at microscale,as well as their separate mechanical characteristics,different homogenization methods are adopted to obtain their respective meso mechanical properties.At the mesoscale,in view of the unique meso structures and the continuous material transformation,the extended self-consistent scheme(SCS)is improved to be adaptable to elasto-plastic composites with varying meso components.With the consideration of the evolution form of the breakage ratio under the external loading being given based on the assumed strength distribution of the meso bonded elements,the mechanical relations between meso and macro scales are established.Finally,on the basis of the mean-field method and combined with the critical mechanical connections between different scales,the micro-meso-macro constitutive model for mudstone samples are proposed.The model validation shows that,with a few model parameters,the proposed model can well reflect the stress and deformation features of mudstone samples with complex micro-components.
基金supported by grants from the National Natural Science Foundation of China (31460263, 30990263, and 31271171)the National Basic Research Development Program (973 Program) of China (2013CB835101)
文摘Attention deficit and hyperactivity disorder （ADHD）, a prevalent syndrome in children worldwide, is characterized by impulsivity, inappropriate inattention, and/or hyperactivity. It seriously afflicts cognitive development in childhood, and may lead to chronic under-achievement, academic failure, problematic peer relationships, and low self-esteem. There are at least three challenges for the treatment of ADHD. First, the neurobiological bases of its symptoms are still not clear. Second, the commonly prescribed medications, most showing short-term therapeutic efficacy but with a high risk of serious side-effects, are mainly based on a dopamine mechanism. Third, more novel and efficient animal models, especially in nonhuman primates, are required to accelerate the development of new medications. In this article, we review research progress in the related fields, focusing on our previous studies showing that blockade of prefrontal cortical a2A-adrenoceptors in monkeys produces almost all the typical behavioral symptoms of ADHD.
基金Project supported by the National Natural Science Foundation of China(Grant Nos.51602300 and 51602299)the National Key Research and Development Program of China(Grant No.2018FYA0305800)
文摘Uniform mixing of ceramic powder and graphene is of great importance for producing ceramic matrix composite. In this study, graphene nanowalls(GNWs) are directly deposited on the surface of Al2 O3 and Si3 N4 powders using chemical vapor deposition system to realize the uniform mixing. The morphology and the initial stage of the growth process are investigated. It is found that the graphitic base layer is initially formed parallel to the powder surface and is followed by the growth of graphene nanowalls perpendicular to the surface. Moreover, the lateral length of the graphene sheet could be well controlled by tuning the growth temperature. GNWs/Al2 O3 powder is consolidated by using sparking plasma sintering method and several physical properties are measured. Owing to the addition of GNWs, the electrical conductivity of the bulk alumina is significantly increased.
基金Project supported from the“Strategic Priority Research Program”of the Chinese Academy of Sciences(Grant No.XDA09010102)
文摘A series of Si/C composites were fabricated based on pitch and Si powders with particle sizes of 30, 100, 500, and 3000 nm. The size effects of the Si particles in the Si/C composites were investigated for lithium-ion battery anodes. The nanoscale Si and Si/C composites exhibited good capacity retentions. Scanning electron microscopy showed that exterior and interior cracks emerging owing to volume expansion as well as parasitic reactions with the electrolyte could well explain the performance failure.
基金supported by the National Natural Science Foundation of China(81771210)the Natural Science Foundation of Guangdong Province,China(2015A030313288)。
文摘Excessive theta(θ)frequency oscillation and synchronization in the basal ganglia(BG)has been reported in elderly parkinsonian patients and animal models of levodopa(L-dopa)-induced dyskinesia(LID),particularly theθoscillation recorded during periods when L-dopa is withdrawn(the off L-dopa state).To gain insight into processes underlying this activity,we explored the relationship between primary motor cortex(M1)oscillatory activity and BG output in LID.We recorded local field potentials in the substantia nigra pars reticulata(SNr)and M1 of awake,inattentive resting rats before and after L-dopa priming in Sham control,Parkinson disease model,and LID model groups.We found that chronic L-dopa increasedθsynchronization and information flow between the SNr and M1 in off L-dopa state LID rats,with a SNr-to-M1 flow directionality.Compared with the on state,θoscillational activity(θsynchronization and informationflow)during the off state were more closely associated with abnormal involuntary movements.Our findings indicate thatθoscillation in M1 may be consequent to abnormal synchronous discharges in the BG and support the notion that M1θoscillation may participate in the induction of dyskinesia.
基金the National Key R&D Program of China(Grant No.2016YFB0100100)the National Natural Science Foundation of China(Grant Nos.51822211,U1932220,U1964205,and U19A2018).
文摘The dissolution of transition metal(TM)cations from oxide cathodes and the subsequent migration and deposition on the anode lead to the deconstruction of cathode materials and uncontrollable growth of solid electrode interphase(SEI).The above issues have been considered as main causes for the performance degradation of lithium-ion batteries(LIBs).In this work,we reported that the solid oxide electrolyte Li1.5Al0.5Ti1.5(PO4)3(LATP)coating on polyethylene(PE)polymer separator can largely block the TM dissolution and deposition in LIBs.Scanning electron microscopy(SEM),second ion mass spectroscopy(SIMS),and Raman spectroscopy characterizations reveal that the granular surface of the LATP coating layer is converted to a dense morphology due to the reduction of LATP at discharge process.The as-formed dense surface layer can effectively hinder the TM deposition on the anode electrode and inhibit the TM dissolution from the cathode electrode.As a result,both the LiCoO2/SiO-graphite and LiMn2O4/SiO-graphite cells using LATP coated PE separator show substantially enhanced cycle performances compared with those cells with Al2O3 coated PE separator.
基金financially supported by the National Key R&D Program of China(No.2017YFB0102004)the National Natural Science Foundation of China(Nos.51822211,U1932220,U1964205,and Y5JC011E21)。
文摘The employment of lithium metal anode in rechargeable lithium batteries has been hindered by the safety concerns which are associated with the uncontrolled lithium dendrite growth and the unceasing side reactions with liquid electrolytes.In this work,we report that the use of Ti-containing solid electrolyte-coated separators can greatly enhance the cycle performances of lithium metal anode in cells using liquid electrolytes.The detailed morphologic studies indicate that more uniform lithium deposition is achieved in cells using Ti-containing solid electrolyte-coated separators than that using Al_(2)O_(3)-coated separators,which is likely due to the modified anode and electrolyte interfacial properties induced by the reactive nature of Ti-containing solid electrolytes with metallic lithium.This work demonstrates an effective strategy to enhance the homogeneity of lithium deposition,which leads to the stable cycling of lithium metal anode in rechargeable lithium-ion batteries.
基金Project supported by the State Grid Technology Project,China(study on the mechanism and characterization of lithium dendrite growth in lithium ion batteries,Project No.DG71-17-010)the National Key Research and Development Program of China(Grant No.2017YFB0102004)the National Natural Science Foundation of China(Grant No.51822211)
文摘Silicon monoxide(SiO)has been considered as one of the most promising anode materials for next generation highenergy-density Li-ion batteries(LiBs)thanks to its high theoretical capacity.However,the poor intrinsic electronic conductivity and large volume change during lithium intercalation/de-intercalation restrict its practical applications.Fabrication of SiO/C composites is an effective way to overcome these problems.Herein,a series of micro-sized SiO@C/graphite(Si0@C/G)composite anode materials,with designed capacity of 600 mAh·g-1,are successfully prepared through a pitch pyrolysis reaction method.The electrochemical performance of SiO@C/G composite anodes with different carbon coating contents of 5 wt%,10 wt%,15 wt%,and 35 wt%is investigated.The results show that the SiO@C/G composite with15-wt%carbon coating content exhibits the best cycle performance,with a high capacity retention of 90.7%at 25℃and90.1%at 450 C after 100 cycles in full cells with LiNi0.5Co0.2Mn0.3O2 as cathodes.The scanning electron microscope(SEM)and electrochemistry impedance spectroscopy(EIS)results suggest that a moderate carbon coating layer can promote the formation of stable SEI film,which is favorable for maintaining good interfacial conductivity and thus enhancing the cycling stability of SiO electrode.
基金supported by the National Natural Science Foundation of China(Grant No.71402097),“Research on the impact of board heterogeneity on the results of reverse cross-border M&A–Based on big data analysis technology”of the 4th tutor academic leadership program of Shanghai International Studies University.
文摘Mobile edge computing is trending nowadays for its computation efficiency and privacy.The rapid development of e-commerce show great interest in mobile edge computing due to numerous rise of small and middle-sized enterprises(SMEs)in the internet.This paper predicts the overall sales volume of the enterprise through the classic ARIMA model,and notes that the behavior and arrival differences between the new and old customer groups will affect the accuracy of our forecasts,so we then use Pareto/NBD to explore the repeated purchases of customers at the individual level of the old customer and the SVR model to predict the arrival of new customers,thus helping the enterprise to make layered and accurate marketing of new and old customers through machine learning.In general,machine learning relies on powerful computation and storage resources,while mobile edge computing typically provides limited computation resources locally.Therefore,it is essential to combine machine learning with mobile edge computing to further promote the proliferation of data analysis among SMEs.
文摘本文阐述利用电力通信网建立电力系统省、地、站一体的多级时间同步监测系统的方法。该系统以省级区域内最高等级时钟源作为统一时源,利用现有的电力通信网以基于E1通道的精密时钟同步协议POE (PTP over E1)方式实现各级监测装置的分级授时,保证整个监测系统的时源统一。各级监测装置通过直接采集时间信号、触发并监测SOE (Sequence of Event)报文、利用代理程序等方法实现对电力系统各级时间同步系统、二次设备、服务器和计算机等设备的时差测量,并将测量结果通过调度数据网逐级上送至各级监测管理系统,实现多级时间同步监测。
