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N-doped porous biochar is a promising carbon material for supercapacitor electrodes due to its developed pore structure and high chemical activity which greatly affect the capacitive performance. Predicting the capacitance and exploring the most influential factors are of great significance because it can not only avoid the trial-and-error experiments but also provide guidance for the synthesis of biochar with the aim of capacitance enhancement. In this study, a CNN model with ReLU activation function was established using DenseNet architecture for specific capacitance prediction. The importance and impacts of the physiochemical properties of N-doped porous biochar to the capacitance were revealed. With the guidance of the model, N-doped porous biochar samples with high capacitance were synthesized, the data of which were further used for model validation. This study provides not only a deep learning model which can be used in practice for capacitance prediction but also directions for the synthesis of N-doped porous biochar with high capacitive performance.
Subject(s)
Charcoal , Deep Learning , Electric Capacitance , Nitrogen , Charcoal/chemistry , Nitrogen/chemistry , Porosity , ElectrodesABSTRACT
Cholesterol (CHOL) is an important clinical biochemical indicator that plays an important role in the regulation of the fluidity, permeability, and microstructure of cell membranes. Therefore, it is necessary to accurately monitor CHOL levels in biological samples for the early prevention and diagnosis of various diseases. The single-band red upconversion nanoparticle (UCNP) emits light within the optical transmission window of biological tissues, and can penetrate deeper biological tissues and cause less energy loss due to scattering and thus have higher sensitivity and accuracy. Here, using the nontoxic, sensitive, and photochemically stable 3,3',5,5'-tetramethylbenzidine (TMB) as the quenching agent and single red UCNP as the fluorescent donor, a dual-readout colorimetric and fluorescent sensor was developed to detect CHOL. The detection mechanism and feasibility were discussed in detail, and experimental conditions such as Fe2+ concentration, TMB concentration and reaction time were explored. Under optimal conditions, the limits of CHOL detection by colorimetry and fluorescence were 0.85 µM and 0.63 µM. The sensing system was used to measure CHOL in serum samples and the values obtained by these two modes were close, and the spiked recoveries were 97.2-102.2% and 97.1-103.7%, respectively, which holds great potential in clinical diagnosis and health management.
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A support vector machine (SVM) model with RBF kernel function combined with sparrow search algorithm (SSA) optimization was developed to predict the HHV and nitrogen content (No) values of torrefied biomass based on the feedstock properties and torrefaction conditions. Results showed that SSA optimization significantly improved the prediction performance of the SVM model for both HHV and No. A coefficient of determination (R 2) larger than 0.91 was achieved when the SSA-SVM model was implemented, and the values of RMSE were also fairly acceptable. The agreement between experimental data and SSA-SVM predicted values demonstrated the high predictive precision of the model. This study provides a reference for the utilization of torrefied biomass in solid fuels and the design of torrefaction facilities.
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OBJECTIVE To investigate the improvement effect and mechanism of calycosin （CA） on acute inflammatory injury secondary to intracerebral hemorrhage. METHODS Male C57BL/6 mice were injected with type Ⅶ collagenase into the basal ganglia to establish an intracerebral hemorrhage model， which were divided into sham-operation group（phosphate buffered saline instead of collagenase）， model group， and different CA dose groups（15，30，60，120 mg/kg）. Based on the modified neurological severity score （mNSS） to screen the intervention doses， the volume of intracerebral hemorrhage， brain water content， the expressions of ionized calcium-binding adaptor molecule 1 （Iba1） in brain tissue， Toll-like receptor 4 （TLR4） and its downstream inflammatory factors [tumor necrosis factor-α （TNF-α）， inducible nitric-oxide synthase （iNOS）， interleukin-1β （IL- 1β）] in brain tissue， and the apoptosis of cells in brain tissue were detected. Primary microglia were cultured in vitro， and the expressions of TLR4 and its downstream inflammatory factors were detected. Primary neurons and primary microglia were co- cultured in vitro， and the apoptosis of neurons was detected. RESULTS The doses of 30 mg/kg and 60 mg/kg were selected as intervention doses of CA for subsequent experiments. Compared with the sham-operation group， the mice in the model group had cerebral hemorrhage， the volume of cerebral hemorrhage and brain water content were significantly increased （P＜0.05）； the positive expression rate of Iba1 protein in brain tissue was significantly increased， and the relative expression levels of TLR4， TNF-α， IL-1β and iNOS protein in brain tissue were up-regulated significantly. The apoptosis rate also increased significantly （P＜0.05）. Compared with model group， the above indexes of the mice in the 30 and 60 mg/kg CA groups were significantly improved （P＜0.05）. CA significantlyreduced the relative expression levels of TLR4 and its downstream inflammatory factors in microglia， and reduced the apoptosis of neurons in the co-culture system of primary neurons and primary microglia （P＜0.05）. CONCLUSIONS CA can exert a protective effect on the brain， which may be related to relieving the secondary acute inflammatory injury after intracerebral hemorrhage by inhibiting TLR4-mediated inflammatory response.
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The evolution of CHON functional groups during torrefaction of rice straw at 200-300 °C were investigated. The results showed that 300 °C was more suitable for rice straw torrefaction due to the ideal fuel ratio, energy densification, energy-mass co-benefit index and the significantly improved HHV of the torrefied products. The functional groups such as O-H, N-H, C-H, C = O in the solids decreased with rising temperature accompanied by the releases of H2O, CH4, CO2, CO and NH3, et al. At 300 °C, 40.04% of fuel-N was released in the form of NH3, HCN, HNCO et al. due to the decomposition of N-A which was the overall N-functionality in the raw rice straw. It is worth noting that the absorbance of NH3 and HCN has the same order of magnitude as CO. Therefore, the releases of N-containing gases should be highly concerned for the application of torrefaction technology from the environmental perspective.
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Oryza , Biomass , Gases , TemperatureABSTRACT
Objective To explore the pregnancy outcomes in women whose fetal/embryonic heart rate( FHR) were below 120 beats per minute( bpm) before 8 weeks pregnancy and determine the predictive value of FHR in pregnancy outcome . Methods The laboratory examinations ,clinical data and clinical history of the pregnant women whose FHR were below 120 bpm before 8 weeks pregnancy were retrospectively analyzed . Results When gestational age(GA) was less than 8 weeks ,pregnancy loss was observed in 11 .0% ( 110/998 ) cases with an FHR less than or equal to 120 bpm ,and pregnancy loss occurred in all the cases ( 23/23) with an FHR less than or equal to 70 bpm . The proportions of first trimester loss were 86 .4% (19/22) for pregnancies with an FHR of 71 －80 bpm ,75 .7% (28/37) for pregnancies with an FHR of 81－90 bpm ,25 .5% (14/55) for pregnancies with an FHR of 91 －100 bpm , 6 .3% (13/208) for pregnancies with an FHR of 101 －110 bpm ,and 2 .0% (13/653) for pregnancies with an FHR of 111 －120 bpm .ROC analysis showed that the best cut-off value to predict adverse pregnancy outcomes was an FHR of 94 bpm . The area under the ROC curve was 0 .906 ( P ＜ 0 .0001 ) and its sensitivity and specificity values were 97 .86% and 71 .43% respectively . Conclusions Fetal/embryonic heart monitoring before 8-weeks pregnancy can be an effective predictor for early pregnancy outcome . The best cut-off value to predict adverse pregnancy outcomes is an FHR of 94 bpm .
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Objective To observe and evaluate the location of the three compartments of the pelvic floor organ and levator hiatus area in the postpartum women by transperineal real time three-dimensional ultrasound.Methods Sixty eases of maternal with the matching age and body mass index (BMI;postpartum group) and 35 non-fertile women (control group)were selected.The distance between the lower edge and the reference line was measured by the transperineal ultrasound at rest and Valsalva movement in the lowest point of bladder,cervix and rectum.Meanwhile,the area of levator hiatus under Valsalva action was measured by real time 3-dimensional ultrasound.The differences were compared between two groups.Results In the postpartum group,the lowest point of the bladder and cervix was lower than the control group at rest and Valsalva movemen (both P＜0.05).Rectum location in the rest state difference between the two groups had no statistical significance (t=0.405,P =0.398).The area of the levator hiatus of the postpartum group was significantly larger than that of the control group at the rest and Valsalva movement (t=11.253,9.625,P＜0.001).Conclusion Transperineal real time 3-dimensional ultrasound can dynamically observe the position,movement of pelvic floor organ and the area of levator hiatusin of the female.To evaluate the pregnancy and childbirth have obvious effect on the pelvic floor support tissues.
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It is reviewed in this article that the current situation of patients′ adherence to anticoagulation with warfarin after mechanical heart-valve replacement and the measures to improve the situation. Now the adherence situation of the patients is not satisfying to some extent. There are many things we can do to improve the adherence of patients and get a better anticoagulant effect, such as enhancing the health education according to the different background of patients, strengthening the social and psychological support, carrying out effective follow-up and information communication with the patients, the use of the medicine branch box, importing the foreign managing model of self-test and self-manage, expanding the special outpatient service for anticoagulation instruction. We may get a better adherence of anticoagulation with warfarin and improve the prognosis of patients.
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It is reviewed in this article that the current situation of patients′ adherence to anticoagulation with warfarin after mechanical heart-valve replacement and the measures to improve the situation. Now the adherence situation of the patients is not satisfying to some extent. There are many things we can do to improve the adherence of patients and get a better anticoagulant effect, such as enhancing the health education according to the different background of patients, strengthening the social and psychological support, carrying out effective follow-up and information communication with the patients, the use of the medicine branch box, importing the foreign managing model of self-test and self-manage, expanding the special outpatient service for anticoagulation instruction. We may get a better adherence of anticoagulation with warfarin and improve the prognosis of patients.
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Objective To investigate the genetic relationships of Astragalus membranaceus and Codonopsis pilosula from the different cultivars (varieties). Methods Twenty-five samples of A. membranaceus and seventeen samples of C. Pilosula were amplified by ISSR-PCR. Genetic diversity and genetic distance were analyzed by Popgen32. UPGMA dendrogram relationship was clustered by NTSYS. Results Totally 62 and 100 loci were detected respectively from A. membranaceus and C. pilosula. All percentages of polymorphic loci (PPL) were 100%. Shannon’s information indexes (I) were 0.537 6 and 0.472 7. Nei’s genetic diversity indexes (H) were 0.361 3 and 0.307 4. A. membranaceus was divided into two groups in genetic distance 0.59, and C. pilosula was alike in 0.50. Conclusion Different cultivars (varieties) of A. membranaceus and C. pilosula had rich genetic diversities among species, and had large genetic differences.
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<p><b>OBJECTIVE</b>To study the inhibition effect of winter seedling raising in sunlight-greenhouse on premature bolting of Angelica sinensis.</p><p><b>METHOD</b>One factor of sowing date with 4 levels was tested at random design with 3 repeats.</p><p><b>RESULT</b>Sowing date of winter seedling raising had an important effect on seedling growth, seedling mature, plant growth, premature bolting, yield, quality, and extreme significant effect on yield. The bolting date of winter raised seedlings started in middle of July, 50 d later than tranditional seedlings, and bolting peck date was in the last ten days of July, 40 d later than the traditional seedlings. The highest ratio of premature bolting for winter raised seedlings was 1%, and the lowest was 0. A. sinensis roots sowed in November 28 had the highest yield, root dry ratio, ethanol extract, essential oil and ferulic acid contents compared to that in other sowing dates. The best sowing time was from end of November to middle of December.</p><p><b>CONCLUSION</b>Premature bolting of A. sinensis could be greatly inhibited by winter seedling raising, end of November to middle of December would be the best sowing time for winter seedling raising in greenhouse.</p>
Subject(s)
Angelica sinensis , Plants, Medicinal , Seasons , SeedlingsABSTRACT
Objective Inhibition of matrix seedling raising in winter greenhouse on premature bolting of Angelica sinensis.Methods Three factors of sowing periods,soil media,and seeds were tested in ortho-gonal design by repeated three times.Results In total 15 treatments,bolting percentage of A.sinensis in seven treatments were lower than 1%,among which the lowest was 0.14%;In the other seven treatments,the bolting percentages were 1%—5%,and in another treatment,it was 19.93%.No bolting happened in 40% of total 45 tested plots,and the bolting percentage was lower than 5% in other 46.7% tested plots.Stalk of winter raised seedlings started to produce at the beginning of August,which delayed 70 d compared to that of the traditional seedlings,bolting peak period of winter raised seedlings was in the middle of September,which delayed 100 d compared to that of the traditional seedlings.In total 15 treatments,100% of bolting plants only stalked,but no flowers produced in six treatments,over 50% of bolting plants only stalked,but no flowers produced in the other eight treatments,38.9% of bolting plants only stalked but no flowers produced in another one treatment.The sample test showed that ethanol extracts content of bolting plant root without flower was 45.93%.Influence in each one of these three factors to premature bolting percentage approached to the utmost notable difference,the influence sequence was sowing periods,seeds,and soil matrixes.Conclusion Premature bolting percentage of A.sinensis is not only obviously decreased by matrix seedling raising in winter greenhouse,but also the bolting can possibly be avoided,and bolting date be also delayed greatly.
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Objective To study the effects of cultivation methods on growth dynamics in the aerial part and root of Angelica sinensis and Ditylenchus destructor, rate of early bolting, and yield of A. sinensis as well. Methods Compared with conventional planting, ridge planting, furrow planting, white plastic mulch coverage, and black plastic mulch coverage were used to evaluate the effects of cultivation methods on dry matter accumulating and growth dynamics of A. sinensis. Results The influence of black plastic mulch coverage to growth dynamics of A. sinensis is the biggest, next for white plastic mulch coverage. There is the best inhibition to D. destructor under ridge planting. Black plastic mulch coverage can enhance the rate of early bolting. The treatment of black plastic mulch coverage has the highest yield, which can increase the yield by 33.4% (4 650 kg/hm2) compared to conventional planting; next for the treatment of white plastic mulch coverage, which increased the yield by 24.3% (3 372.2 kg/hm2) compared to conventional planting. But there were no significant effects of ridge planting and furrow planting on increasing yield. Conclusion The cultivation methods of black plastic mulch coverage should be brought into wide use in A. sinensis cultivation.
