Biomarkers play an important role in the detection at an early stage of pancreatic cancer. The aim of the present study was to optimize the conditions of antibody arrays for detecting Hippocalcin-like 1 （HPCAL1）, ph...Biomarkers play an important role in the detection at an early stage of pancreatic cancer. The aim of the present study was to optimize the conditions of antibody arrays for detecting Hippocalcin-like 1 （HPCAL1）, phosphatidylethanolamine binding protein 1 （PEBP1）, lectin galactoside-binding soluble 7 （LGALS7）, and serpin peptidase inhibitor clade E member 2 （SERPINE2） as biomarkers for pancreatic cancer detection in a single assay and to investigate antibodies’ specificity and cross-reactivity. Capture antibodies against HPCAL1, PEBP1, LGALS7 and SERPINE2 were printed on nitrocellulose coated glass slides. HPCAL1, PEBP1, LGALS7 and SERPINE2 proteins with different concentrations were incubated with the capture antibodies at different temperatures for different time periods. Biotinylated detection antibodies recognizing a different epitope on the captured proteins and a secondary detection molecule （Streptavidin-PE） were used to detect fluorescent signals. The arrays showed the strongest signals when the concentration of the capture antibodies was at 500 μg/mL in PBST0.05 （PBS with 0.05% Tween-20）, and the slides were incubated overnight at 4°C. The lowest protein concentration for detection was 2 ng/mL. Each antibody demonstrated high specificity to the corresponding antigen in detecting a mixture of 4 proteins without significant cross-reactivity. The fluorescence and biomarker concentration displayed a linear correlation. The antibody microarray system could be a useful tool for potential biomarker detection for pancreatic cancer.展开更多
Foreign body reactions induced by macrophages often cause delay or failure of wound healing in the application of tissue engineering scaffolds.This study explores the application of nanosilver(NAg)to reduce foreign bo...Foreign body reactions induced by macrophages often cause delay or failure of wound healing in the application of tissue engineering scaffolds.This study explores the application of nanosilver(NAg)to reduce foreign body reactions during scaffold transplantation.An NAg hybrid collagen-chitosan scaffold(NAg-CCS)was prepared using the freeze-drying method.The NAg-CCS was implanted on the back of rats to evaluate the effects on foreign body reactions.Skin tissue samples were collected for histological and immunological evaluation at variable intervals.Miniature pigs were used to assess the effects of NAg on skin wound healing.The wounds were photographed,and tissue samples were collected for molecular biological analysis at different time points post-transplantation.NAg-CCS has a porous structure and the results showed that it could release NAg constantly for two weeks.The NAg-CCS group rarely developed a foreign body reaction,while the blank-CCS group showed granulomas or necrosis in the subcutaneous grafting experiment.Both matrix metalloproteinase-1(MMP-1)and tissue inhibitor of metalloproteinase-1(TIMP-1)were reduced significantly in the NAg-CCS group.The NAg-CCS group had higher interleukin(IL)-10 and lower IL-6 than the blank CCS group.In the wound healing study,M1 macrophage activation and inflammatory-related proteins inducible nitric oxide synthase(iNOS),IL-6,and interferon-(IFN-)were inhibited by NAg.In contrast,M2 macrophage activation and proinflammatory proteins(arginase-1),major histocompatibility complex-II(MHC-II),and found in inflammatory zone-1(FIZZ-1)were promoted,and this was responsible for suppressing the foreign body responses and accelerating wound healing.In conclusion,dermal scaffolds containing NAg suppressed the foreign body reaction by regulating macrophages and the expression of inflammatory cytokines,thereby promoting wound healing.展开更多
Leaf senescence is the final stage of leaf development and appropriate onset and progression of leaf senescence are critical for reproductive success and fitness.Although great progress has been made in identifying ke...Leaf senescence is the final stage of leaf development and appropriate onset and progression of leaf senescence are critical for reproductive success and fitness.Although great progress has been made in identifying key genes regulating leaf senescence and elucidating the underlining mechanisms in the model plant Arabidopsis,there is still a gap to understanding the complex regulatory network.In this study,we discovered that Arabidopsis ANAC087 transcription factor(TF)positively modulated leaf senescence.Expression of ANAC087 was induced in senescing leaves and the encoded protein acted as a transcriptional activator.Both constitutive and inducible overexpression lines of ANAC087 showed earlier senescence than control plants,whereas T-DNA insertion mutation and dominant repression of the ANAC087 delayed senescence rate.A quantitative reverse transcription-polymerase chain reaction(qRT-PCR)profiling showed that the expression of an array of senescence-associated genes was upregulated in inducible ANAC087 overexpression plants including BFN1,NYE1,CEP1,RbohD,SAG13,SAG15,and VPEs,which are involved in programmed cell death(PCD),chlorophyll degradation and reactive oxygen species(ROS)accumulation.In addition,electrophoretic mobility shift assay(EMSA)and chromatin immunoprecipitation-quantitative polymerase chain reaction(ChIP-qPCR)assays demonstrated that ANAC087 directly bound to the canonical NAC recognition sequence(NACRS)motif in promoters of its target genes.Moreover,mutation of two representative target genes,BFN1 or NYE1 alleviated the senescence rate of ANAC087-overexpression plants,suggesting their genetic regulatory relationship.Taken together,this study indicates that ANAC087serves as an important regulator linking PCD,ROS,and chlorophyll degradation to leaf senescence.展开更多
Although bone morphogenetic protein(BMP) and WNT signaling play pivotal roles in bone development,homeostasis, and regeneration, the applications of proteins to stimulate corresponding signaling pathways showed limite...Although bone morphogenetic protein(BMP) and WNT signaling play pivotal roles in bone development,homeostasis, and regeneration, the applications of proteins to stimulate corresponding signaling pathways showed limited outcomes in the repair and regeneration of bone defects that might be attributed to the reciprocal interventions of these pathways. In order to satisfy the combinational and sequential activation of BMP and WNT pathways, inspired by the heterogeneous hydrogel-liked structures of Brasenia, heterogeneous alginate/chitosan hydrogels were fabricated and spatially loaded with FK506 and BIO to achieve sustained and sequential release of the activators. Alkaline phosphatase staining, alizarin red staining and q RT-PCR results suggested that FK506 and BIO enhanced osteoblastic differentiation in vitro when used separately. Besides, by mixing and matching the activators and the hydrogel layers, a superior releasing mode that a combination of early FK506 release and following BIO release was identified via both in vitro and in vivo explorations for most efficient bone regeneration. These results suggested that drug-loaded heterogeneous hydrogels possess great potentials in treating bone loss defects for future clinical practice.展开更多
Epoxy resins with a high dielectric constant and low intrinsic thermal conductivity coefficient cannot meet the current application requirements of advanced electronic and electrical equipment.Therefore,novel fluorine...Epoxy resins with a high dielectric constant and low intrinsic thermal conductivity coefficient cannot meet the current application requirements of advanced electronic and electrical equipment.Therefore,novel fluorine-containing liquid crystal epoxy compounds(TFSAEy)with fluorinated groups,biphenyl units,and flexible alkyl chains are first synthesized via amidation and esterification reactions.Then,4,4′-diaminodiphenylmethane(DDM)is used as a curing agent to prepare the corresponding fluorine-containing liquid crystal epoxy resins.The obtained dielectric constant(ε)and dielectric loss(tanδ)values of TFSAEy/DDM at 1 MHz are 2.54 and 0.025,respectively,which are significantly lower than those of conventional epoxy resins(E-51/DDM,3.52 and 0.038).Additionally,the intrinsic thermal conductivity coefficient(λ)of TFSAEy/DDM is 0.36 W/(m⋅K),71.4%higher than that of E-51/DDM(0.21 W/(m⋅K)).Meanwhile,the corresponding elastic modulus,hardness,glass transition temperature,and heat resistance index of TFSAEy/DDM are 5.73 GPa,0.35 GPa,213.5◦C,and 188.7℃,respectively,all superior to those of E-51/DDM(3.68 GPa,0.27 GPa,107.2℃,and 174.8℃),presenting potential application in high-heating electronic component packaging and printed circuit boards.展开更多
Brown rice was treated by segmented moisture conditioning to reach the suitable water content and aerated with air for germination.The effects of germination and aeration treatment on theγ-aminobutyric acid(GABA)cont...Brown rice was treated by segmented moisture conditioning to reach the suitable water content and aerated with air for germination.The effects of germination and aeration treatment on theγ-aminobutyric acid(GABA)content in germinated brown rice were studied.The results showed that the germination rate,glutamic acid,glutamate decarboxylase activity and GABA content in germinated brown rice increased significantly and then decreased with the increase of germination and aeration treatment parameters.Correlation analysis also revealed that there was a significant positive correlation between GABA accumulation and glutamic acid content,glutamate decarboxylase activity.These results suggested that the aeration treatment during germination following segmented moisture conditioning could contribute to a high GABA content of germinated brown rice.展开更多
In this work,carbon nanotubes pillared grew on exfoliated graphite by the microwave-assisted method is utilized as thermally conductive fillers(CPEG)in polyimide(PI)to fabricate CPEG/PI thermally conductive composites...In this work,carbon nanotubes pillared grew on exfoliated graphite by the microwave-assisted method is utilized as thermally conductive fillers(CPEG)in polyimide(PI)to fabricate CPEG/PI thermally conductive composites with the combining ways of“in-situ polymerization,electrospinning,lay-up,and hot-pressing”.The prepared CPEG/PI composites realized the maximum thermal conductivity(λ,1.92Wm^(−1)K^(−1))at low CPEG amount(10 wt%),much higher than that of pure PI(0.28Wm^(−1)K^(−1)).Theλof CPEG/PI composites show almost no change after 1000 cycles of heating and cooling at the temperature of 25−100°C.The finite element analysis simulates the nano-/microscale heat transfer in CPEG/PI composites to reveal the internal reason of theλenhancement.The improved thermal conductivity model and empirical equation could better reflect the actualλchange trend of CPEG/PI composites.The actual application test shows the CPEG/PI composites could significantly reduce the operating temperature of the CPU in mobile phone.展开更多
In order to investigate the effects of viscosity on spray formation and utilization of pesticide,different concentrations of xanthan gum(XG)were added into water and 0.1%Silwet 408 aqueous solution.Droplet size,relati...In order to investigate the effects of viscosity on spray formation and utilization of pesticide,different concentrations of xanthan gum(XG)were added into water and 0.1%Silwet 408 aqueous solution.Droplet size,relative span(RS),fan angle,length of breakup and maximum retention(Rm)were measured with the LU120-02 nozzle spraying under the pressure of 0.3 MPa.The dynamic spreading of the different solutions on maize leaves was tested using a 5μL micro-injector.The results showed:VMD,RS,length of breakup and Rm went up as the increasing of XG concentration in the range of 0-0.5%with the same solution,while the fan angle of nozzle and spreading area on maize leaf showed the opposite tendency.Silwet 408 could reduce the surface tension of liquid,which could alter the dominant mode of spray formation and lead to earlier sheet breakup,especially in low viscosity solutions.Under the same concentration of XG the addition of Silwet 408 could reduce the RS of drop size spectrum but has no effect on VMD or fan angle.In water solution,there was no difference with different concentrations of XG in the spreading time on maize leaf.Besides,in the 0.1%Silwet 408 aqueous solution,the spraying time and area were several-fold of that in water with same XG concentration.Moreover,with the same XG concentration,the smaller surface tension liquid indicated lower Rm,and the difference was magnified as the concentration increases.This work has demonstrated that initial spray characteristics such as droplet size and RS,fan angle,length of breakup,Rm and spreading area can vary depending on the viscosity of spray liquids.Therefore,by transforming the viscosity of the spray liquid to adjust the droplet spectrum to reduce drift,increasing the Rm and spreading area to improve liquid utilization and reduce the usage of pesticides.展开更多
The objective of this study was to analyze the content ofγ-aminobutyric acid(GABA)in germinated brown rice(GBR)by using near-infrared spectroscopy(NIRS)and the pretreatment method of wavelet de-noising(WD).The predic...The objective of this study was to analyze the content ofγ-aminobutyric acid(GABA)in germinated brown rice(GBR)by using near-infrared spectroscopy(NIRS)and the pretreatment method of wavelet de-noising(WD).The prediction accuracy of the NIRS model established by the Daubechies5 wavelet basis function at 3 level denoising treatment is the highest,the correlation coefficient for calibration(rc)is 0.931,the root mean square error of calibration(RMSEC)is 0.4038 mg/100 g,the Bias of calibration is 0.006,the correlation coefficient for prediction(rp)is 0.916,the root mean square error of prediction(RMSEP)is 0.4329 mg/100 g,the Bias of prediction is 0.010,and the ratio of performance to deviation(RPD)is 4.911.Results showed that the predicted and actual values had high correlation.Therefore,these results indicate that the NIRS model treated by WD is feasible to detect GABA content in GBR rapidly and nondestructively.展开更多
基金supported by the Lustgarten Foundation for Pancreatic Cancer Research (No. RFA-08-003)
文摘Biomarkers play an important role in the detection at an early stage of pancreatic cancer. The aim of the present study was to optimize the conditions of antibody arrays for detecting Hippocalcin-like 1 （HPCAL1）, phosphatidylethanolamine binding protein 1 （PEBP1）, lectin galactoside-binding soluble 7 （LGALS7）, and serpin peptidase inhibitor clade E member 2 （SERPINE2） as biomarkers for pancreatic cancer detection in a single assay and to investigate antibodies’ specificity and cross-reactivity. Capture antibodies against HPCAL1, PEBP1, LGALS7 and SERPINE2 were printed on nitrocellulose coated glass slides. HPCAL1, PEBP1, LGALS7 and SERPINE2 proteins with different concentrations were incubated with the capture antibodies at different temperatures for different time periods. Biotinylated detection antibodies recognizing a different epitope on the captured proteins and a secondary detection molecule （Streptavidin-PE） were used to detect fluorescent signals. The arrays showed the strongest signals when the concentration of the capture antibodies was at 500 μg/mL in PBST0.05 （PBS with 0.05% Tween-20）, and the slides were incubated overnight at 4°C. The lowest protein concentration for detection was 2 ng/mL. Each antibody demonstrated high specificity to the corresponding antigen in detecting a mixture of 4 proteins without significant cross-reactivity. The fluorescence and biomarker concentration displayed a linear correlation. The antibody microarray system could be a useful tool for potential biomarker detection for pancreatic cancer.
基金supported by the Zhejiang Province Key Research and Development Program(No.2019C03083)the Zhejiang Provincial Basic Public Welfare Research Program(No.LGF19H150008)the National Natural Science Foundation of China(Nos.81601681 and 81871558).
文摘Foreign body reactions induced by macrophages often cause delay or failure of wound healing in the application of tissue engineering scaffolds.This study explores the application of nanosilver(NAg)to reduce foreign body reactions during scaffold transplantation.An NAg hybrid collagen-chitosan scaffold(NAg-CCS)was prepared using the freeze-drying method.The NAg-CCS was implanted on the back of rats to evaluate the effects on foreign body reactions.Skin tissue samples were collected for histological and immunological evaluation at variable intervals.Miniature pigs were used to assess the effects of NAg on skin wound healing.The wounds were photographed,and tissue samples were collected for molecular biological analysis at different time points post-transplantation.NAg-CCS has a porous structure and the results showed that it could release NAg constantly for two weeks.The NAg-CCS group rarely developed a foreign body reaction,while the blank-CCS group showed granulomas or necrosis in the subcutaneous grafting experiment.Both matrix metalloproteinase-1(MMP-1)and tissue inhibitor of metalloproteinase-1(TIMP-1)were reduced significantly in the NAg-CCS group.The NAg-CCS group had higher interleukin(IL)-10 and lower IL-6 than the blank CCS group.In the wound healing study,M1 macrophage activation and inflammatory-related proteins inducible nitric oxide synthase(iNOS),IL-6,and interferon-(IFN-)were inhibited by NAg.In contrast,M2 macrophage activation and proinflammatory proteins(arginase-1),major histocompatibility complex-II(MHC-II),and found in inflammatory zone-1(FIZZ-1)were promoted,and this was responsible for suppressing the foreign body responses and accelerating wound healing.In conclusion,dermal scaffolds containing NAg suppressed the foreign body reaction by regulating macrophages and the expression of inflammatory cytokines,thereby promoting wound healing.
基金supported by the National Natural Science Foundation of China(32171953 to B.Y.and 32101782 to J.Y.)the Fundamental Research Funds for the Central Universities(2452017025 to Y.Q.J.)。
文摘Leaf senescence is the final stage of leaf development and appropriate onset and progression of leaf senescence are critical for reproductive success and fitness.Although great progress has been made in identifying key genes regulating leaf senescence and elucidating the underlining mechanisms in the model plant Arabidopsis,there is still a gap to understanding the complex regulatory network.In this study,we discovered that Arabidopsis ANAC087 transcription factor(TF)positively modulated leaf senescence.Expression of ANAC087 was induced in senescing leaves and the encoded protein acted as a transcriptional activator.Both constitutive and inducible overexpression lines of ANAC087 showed earlier senescence than control plants,whereas T-DNA insertion mutation and dominant repression of the ANAC087 delayed senescence rate.A quantitative reverse transcription-polymerase chain reaction(qRT-PCR)profiling showed that the expression of an array of senescence-associated genes was upregulated in inducible ANAC087 overexpression plants including BFN1,NYE1,CEP1,RbohD,SAG13,SAG15,and VPEs,which are involved in programmed cell death(PCD),chlorophyll degradation and reactive oxygen species(ROS)accumulation.In addition,electrophoretic mobility shift assay(EMSA)and chromatin immunoprecipitation-quantitative polymerase chain reaction(ChIP-qPCR)assays demonstrated that ANAC087 directly bound to the canonical NAC recognition sequence(NACRS)motif in promoters of its target genes.Moreover,mutation of two representative target genes,BFN1 or NYE1 alleviated the senescence rate of ANAC087-overexpression plants,suggesting their genetic regulatory relationship.Taken together,this study indicates that ANAC087serves as an important regulator linking PCD,ROS,and chlorophyll degradation to leaf senescence.
基金supported by the National Natural Science Foundation of China (Nos. 81970903 and 81920108012)Fundamental Research Funds for the Central Universities,Jilin Provincial Science & Technology Department (No. 20200201527JC)+1 种基金Jilin Department of Health (No. 2019Q013)Department of Finance of Jilin Province (No. JCSZ2019378-6)。
文摘Although bone morphogenetic protein(BMP) and WNT signaling play pivotal roles in bone development,homeostasis, and regeneration, the applications of proteins to stimulate corresponding signaling pathways showed limited outcomes in the repair and regeneration of bone defects that might be attributed to the reciprocal interventions of these pathways. In order to satisfy the combinational and sequential activation of BMP and WNT pathways, inspired by the heterogeneous hydrogel-liked structures of Brasenia, heterogeneous alginate/chitosan hydrogels were fabricated and spatially loaded with FK506 and BIO to achieve sustained and sequential release of the activators. Alkaline phosphatase staining, alizarin red staining and q RT-PCR results suggested that FK506 and BIO enhanced osteoblastic differentiation in vitro when used separately. Besides, by mixing and matching the activators and the hydrogel layers, a superior releasing mode that a combination of early FK506 release and following BIO release was identified via both in vitro and in vivo explorations for most efficient bone regeneration. These results suggested that drug-loaded heterogeneous hydrogels possess great potentials in treating bone loss defects for future clinical practice.
基金Foundation ofNational Natural Science Foundation of China,Grant/Award Number:51973173+3 种基金Fundamental Research Funds for the Central UniversitiesUndergraduate Innovation and Business Program in Northwestern Polytechnical UniversityInnovation Foundation for Doctor’s Dissertation of Northwestern Polytechnical University,Grant/Award Number:CX2023026Polymer Electromagnetic Functional Materials Innovation Team of Shaanxi Sanqin Scholars。
文摘Epoxy resins with a high dielectric constant and low intrinsic thermal conductivity coefficient cannot meet the current application requirements of advanced electronic and electrical equipment.Therefore,novel fluorine-containing liquid crystal epoxy compounds(TFSAEy)with fluorinated groups,biphenyl units,and flexible alkyl chains are first synthesized via amidation and esterification reactions.Then,4,4′-diaminodiphenylmethane(DDM)is used as a curing agent to prepare the corresponding fluorine-containing liquid crystal epoxy resins.The obtained dielectric constant(ε)and dielectric loss(tanδ)values of TFSAEy/DDM at 1 MHz are 2.54 and 0.025,respectively,which are significantly lower than those of conventional epoxy resins(E-51/DDM,3.52 and 0.038).Additionally,the intrinsic thermal conductivity coefficient(λ)of TFSAEy/DDM is 0.36 W/(m⋅K),71.4%higher than that of E-51/DDM(0.21 W/(m⋅K)).Meanwhile,the corresponding elastic modulus,hardness,glass transition temperature,and heat resistance index of TFSAEy/DDM are 5.73 GPa,0.35 GPa,213.5◦C,and 188.7℃,respectively,all superior to those of E-51/DDM(3.68 GPa,0.27 GPa,107.2℃,and 174.8℃),presenting potential application in high-heating electronic component packaging and printed circuit boards.
基金The authors acknowledge that this work was financially supported by the Fundamental Research Funds for the Central Universities(2662020GXPY017,2662015QD043)Opening Subject for Key Laboratory of Modern Agriculture,Tarim University(TDNG20160102)for financial support and all of the persons who assisted in this writing.
文摘Brown rice was treated by segmented moisture conditioning to reach the suitable water content and aerated with air for germination.The effects of germination and aeration treatment on theγ-aminobutyric acid(GABA)content in germinated brown rice were studied.The results showed that the germination rate,glutamic acid,glutamate decarboxylase activity and GABA content in germinated brown rice increased significantly and then decreased with the increase of germination and aeration treatment parameters.Correlation analysis also revealed that there was a significant positive correlation between GABA accumulation and glutamic acid content,glutamate decarboxylase activity.These results suggested that the aeration treatment during germination following segmented moisture conditioning could contribute to a high GABA content of germinated brown rice.
基金supported by the National Natural Science Foundation of China(51973173 and 51773169)Guangdong Basic and Applied Basic Research Foundation(2019B1515120093)+4 种基金Technical Basis Scientific Research Project(Highly Thermally Conductive Nonmetal Materials)Natural Science Basic Research Plan for Distinguished Young Scholars in Shaanxi Province of China(2019JC-11)the Innovation Foundation for Doctor Dissertation of Northwestern Polytechnical University(CX202055)Polymer Electromagnetic Functional Materials Innovation Team of Shaanxi Sanqin Scholarsthe Analytical and Testing Center of Northwestern Polytechnical University.
文摘In this work,carbon nanotubes pillared grew on exfoliated graphite by the microwave-assisted method is utilized as thermally conductive fillers(CPEG)in polyimide(PI)to fabricate CPEG/PI thermally conductive composites with the combining ways of“in-situ polymerization,electrospinning,lay-up,and hot-pressing”.The prepared CPEG/PI composites realized the maximum thermal conductivity(λ,1.92Wm^(−1)K^(−1))at low CPEG amount(10 wt%),much higher than that of pure PI(0.28Wm^(−1)K^(−1)).Theλof CPEG/PI composites show almost no change after 1000 cycles of heating and cooling at the temperature of 25−100°C.The finite element analysis simulates the nano-/microscale heat transfer in CPEG/PI composites to reveal the internal reason of theλenhancement.The improved thermal conductivity model and empirical equation could better reflect the actualλchange trend of CPEG/PI composites.The actual application test shows the CPEG/PI composites could significantly reduce the operating temperature of the CPU in mobile phone.
基金This work was financially supported by the Special Fund for Agro-scientific Research in the Public Interest(No.201503130)Joint Sino-German Research Project Application(No.31761133019)the Fundamental Research Funds for the Central Universities(No.2662015QD045).
文摘In order to investigate the effects of viscosity on spray formation and utilization of pesticide,different concentrations of xanthan gum(XG)were added into water and 0.1%Silwet 408 aqueous solution.Droplet size,relative span(RS),fan angle,length of breakup and maximum retention(Rm)were measured with the LU120-02 nozzle spraying under the pressure of 0.3 MPa.The dynamic spreading of the different solutions on maize leaves was tested using a 5μL micro-injector.The results showed:VMD,RS,length of breakup and Rm went up as the increasing of XG concentration in the range of 0-0.5%with the same solution,while the fan angle of nozzle and spreading area on maize leaf showed the opposite tendency.Silwet 408 could reduce the surface tension of liquid,which could alter the dominant mode of spray formation and lead to earlier sheet breakup,especially in low viscosity solutions.Under the same concentration of XG the addition of Silwet 408 could reduce the RS of drop size spectrum but has no effect on VMD or fan angle.In water solution,there was no difference with different concentrations of XG in the spreading time on maize leaf.Besides,in the 0.1%Silwet 408 aqueous solution,the spraying time and area were several-fold of that in water with same XG concentration.Moreover,with the same XG concentration,the smaller surface tension liquid indicated lower Rm,and the difference was magnified as the concentration increases.This work has demonstrated that initial spray characteristics such as droplet size and RS,fan angle,length of breakup,Rm and spreading area can vary depending on the viscosity of spray liquids.Therefore,by transforming the viscosity of the spray liquid to adjust the droplet spectrum to reduce drift,increasing the Rm and spreading area to improve liquid utilization and reduce the usage of pesticides.
基金The authors express their acknowledgment to the National Natural Science Foundation of China(Grant No.32001423)Natural Science Foundation of Hubei Province(Grant No.2020CFB471)+1 种基金Fundamental Research Funds for the Central Universities(Grant No.2662020GXPY017)Opening Subject for Key Laboratory of Modern Agriculture,Tarim University(Grant No.TDNG2021104)for financial support and all of the persons who assisted in this writing.
文摘The objective of this study was to analyze the content ofγ-aminobutyric acid(GABA)in germinated brown rice(GBR)by using near-infrared spectroscopy(NIRS)and the pretreatment method of wavelet de-noising(WD).The prediction accuracy of the NIRS model established by the Daubechies5 wavelet basis function at 3 level denoising treatment is the highest,the correlation coefficient for calibration(rc)is 0.931,the root mean square error of calibration(RMSEC)is 0.4038 mg/100 g,the Bias of calibration is 0.006,the correlation coefficient for prediction(rp)is 0.916,the root mean square error of prediction(RMSEP)is 0.4329 mg/100 g,the Bias of prediction is 0.010,and the ratio of performance to deviation(RPD)is 4.911.Results showed that the predicted and actual values had high correlation.Therefore,these results indicate that the NIRS model treated by WD is feasible to detect GABA content in GBR rapidly and nondestructively.
基金This research is supported by the Fundamental Research Funds for the Central Universities (Nos. 2042018kf0038and 2042018kf0254),the National Natural Science Foundation of China (NSFC)(Nos.21703160 and 11674256),Major State Basic Research Development Program (No.2015CB932400)and UK EPSRC EP/ G060649/1and EP/L027151/1.
