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61.
冠层光截获能力是反映作物品种间差异的重要功能性状,高通量表型冠层光截获对提高作物改良效率具有重要意义。本研究以小麦为研究目标,利用数字化植物表型平台(D3P)模拟生成了100种冠层结构不同的小麦品种在5个生育期的三维冠层场景,记录了从原始冠层结构中提取的绿色叶面积指数(GAI)、平均倾角(AIA)和散射光截获率(FIPARdif)信息作为真实值,进一步利用上述三维小麦场景开展了虚拟的激光雷达(LiDAR)模拟实验,生成了对应的三维点云数据。基于模拟的点云数据提取了其高度分位数特征(H)和绿色分数特征(GF)。最后,利用人工神经网络(ANN)算法分别构建了从不同LiDAR点云特征(H、GF和H+GF)输入到FIPARdif、GAI和AIA的反演模型。结果表明,对于GAI、AIA和FIPARdif,预测精度从高到低对应的点云特征输入为GF+H > H > GF。由此可见,H特征对提高目标表型特性的估算精度起到了重要作用。输入GF + H特征,在中等测量噪音(10%)情况下,FIPARdif和GAI的估算均获得了满意精度,R2分别为0.95和0.98,而AIA的估算精度(R2=0.20)还有待进一步提升。本研究基于D3P模拟数据开展,算法的实际表现还有待通过田间数据进一步验证。尽管如此,本研究验证了D3P协助表型算法开发的能力,展示了高通量LiDAR数据在估算田间冠层光截获和冠层结构方面的较高潜力。  相似文献   
62.
基于改进蚁群算法的植保无人机路径规划方法   总被引:1,自引:0,他引:1  
王宇  王文浩  徐凡  王泾涵  陈海涛 《农业机械学报》2020,51(11):103-112,92
为了规划出更加高效的植保无人机路径,提出一种基于改进蚁群算法的植保无人机路径规划方法,该方法适用于多个具有复杂多边形边界与内部障碍物的三维作业区域。采用扫描方式生成水平面内的作业路径,经过离散化处理后,在三维地形曲面上插值,获得三维作业路径。在此基础上,建立作业路径生成算法,以三维作业路径总长度尽量短、作业路径数量尽量少为目标,对植保无人机作业航向进行寻优。改进蚁群算法通过附加记录作业路径进入点的机制,实现对三维作业路径的合理排序,生成总长度较短的转移路径。经过算例检验,针对同一作业区域规划出的三维作业路径与水平面内的作业路径的航向角存在较大差异,相差最大为92°,这说明考虑三维地形的必要性。算例中,将改进的蚁群算法与贪婪算法进行了对比,针对一系列相同的作业起点,改进的蚁群算法所得的转移路径总长度均较短,比贪婪算法所得结果缩短3%~28%;在未选定作业起点情况下,改进的蚁群算法与贪婪算法求得的转移路径总长度最小值分别为1661m与1763m,说明改进的蚁群算法具有良好的寻优能力。实例检验情况与算例所得结论基本一致。算例与实例中的作业区域边界与地形复杂,涵盖情况全面,表明本文提出的路径规划方法具有一定实用性。  相似文献   
63.
AIM: To investigate the effect of Linc00152 on the viability, apoptosis and radiosensitivity of cervical cancer cells. METHODS: RT-qPCR was used to detect the expression levels of Linc00152 and microRNA-376c-3p(miR-376c-3p) in human cervical cancer HeLa cells and SiHa cells, and normal cervical Ect1/E6E7 cells. The cervical cancer HeLa cells with low Linc00152 expression or miR-376c-3p over-expression were established. MTT assay, flow cytometry, colony formation assay and Western blot were used to determine the cell viability, apoptosis, radiosensitivity and related protein expression. The dual-luciferase reporter assay was used to verify the regulatory relationship between Linc00152 and miR-376c-3p in the HeLa cells. RESULTS: Compared with the Ect1/E6E7 cells, Linc00152 was up-regulated in the HeLa cells and SiHa cells, and miR-376c-3p was down-regulated (P < 0.05). Low expression of Linc00152 or over-expression of miR-376c-3p inhibited the viability of HeLa cells, induced apoptosis, enhanced the radiosensitivity, inhibited the protein expression of cyclin D and Bcl-2, and promoted the protein expression of P21 and Bax (P < 0.05). Linc00152 negatively regulated miR-376c-3p expression in the HeLa cells, and inhibition of miR-376c-3p expression reversed the effect of low expression of Linc00152 on HeLa cell viability, apoptosis and radiosensitivity. CONCLUSION: Linc00152 is highly expressed in the cervical cancer cells. Linc00152 affects the viability, apoptosis and radiosensitivity of HeLa cells by targeting miR-376c-3p, which is a potential diagnosis and treatment target for cervical cancer.  相似文献   
64.
AIM To investigate the effect of sulodexide (SDX) on high glucose-induced damage in retinal microvascular endothelial cells. METHODS (1) High-fat diet combined with intraperitoneal injection of streptozocin were used to induce type 2 diabetes mellitus (DM) followed by injection of saline or SDX in C57BL/6J male mice. Retinal microvascular leakage and density, and the protein levels of NLRP3 inflammasome-related proteins, zonula occludens-1 (ZO-1) and NADPH oxidase 4 (NOX4) were measured. (2) Human retinal microvascular endothelial cells (HRMECs) were treated with normal glucose or high glucose with or without SDX, and were further transfected with siRNA to knock down NOX4, or infected by adenovirus to over-express NOX4. The protein levels of ZO-1, VE-cadherin (VE-Cad), NOX4 and NLRP3 inflammasome-related proteins as well as the level of reactive oxygen species (ROS) were detected. RESULTS Treatment with SDX increased the protein level of ZO-1, attenuated retinal leakage and NLRP3 inflammasome activation, and enhanced the density of microvasculature and the number of ganglion cells in diabetic retinas. The protein levels of ZO-1 and VE-Cad were decreased, while the levels of NOX4, NLRP3 inflammasome-related proteins and ROS generation were increased in high glucose-treated HRMECs. Silencing of NOX4 inhibited high glucose-induced increases in NLRP3 inflammasome and ROS generation, and decreases in the protein levels of ZO-1 and VE-Cad. Over-expression of NOX4 significantly increased the levels of NLRP3 inflammasome-related proteins and ROS generation in HRMECs, and reduced the protein levels of ZO-1 and VE-Cad. Treatment with SDX partly reversed NOX4 over-expression-induced changes. CONCLUSION SDX alleviates hyperglycemia-induced retinal microvascular endothelial injury via inhibiting NOX4/ROS/NLRP3 pathways.  相似文献   
65.
AIM To investigate the effect of exosomes secreted by mouse melanoma cells on the expression of Ras-related C3 botulinum toxin substrate 1 (Rac1) protein in fibroblasts. METHODS Ultracentrifugation was adopted to separete exosomes secreted by mouse melanoma B16-F10 cells. The morphological structure of exosomes was observed by negative-staining electron microscopy. The size distribution of exosomes was determined by nanoparticle tracking analysis (NTA). The exosomal markers, tumor susceptibility gene 101 (Tsg101) and tyrosinase-related protein 2 (Tyrp2), were identified by Western blot. Laser confocal microscopy was used to observe the process that mouse embryonic fibroblasts (MEF) took in exosomes during co-culture. Immunocytochemical staining and Western blot were used to detect the expression of Rac1 protein in MEF. RESULTS B16-F10 cell exosomes showed a typical tea tray-like structure, with a size range of 141~255 nm, and expressed protein markers Tsg101 and Tyrp2. The results of laser confocal microscopy showed that compared with co-culture at 0 h, a small number of exosomes appeared in the MEF at 12 h, and a large number of exosomes accumulated in the MEF after co-cultured for 24 and 36 h. Western blot analysis showed that compared with co-culture at 0 h, the expression of Rac1 protein in the MEF was significantly increased at 24 h and 36 h of co-culture (P<0.01). The results of immunocytochemical staining showed that compared with co-culture at 0 h, the positive expression level of Rac1 in the MEF cells was significantly increased at 12 h, 24 h and 36 h of co-culture (P<0.05 or P<0.01). CONCLUSION Intake of exosomes secreted by mouse melanoma cells promotes the expression of Rac1 protein in fibroblasts.  相似文献   
66.
AIM To explore the effect of platelet-rich plasma (PRP) on rabbit osteoarthritis and its possible mechanism. METHODS The rabbits with knee osteoarthritis were prepared and then divided into model group, sodium hyaluronate (SH) group and PRP group, and another sham operation group was set up, with 6 rabbits in each group. The gross morphological changes of rabbit cartilage were observed. HE staining was used to evaluate the pathomorphological changes of the cartilage. TUNEL staining was used to detect the apoptosis of chondrocytes. The expression of nucleotide-binding oligomerization domain-like receptor protein 3 (NLRP3)/interleukin-1β (IL-1β) signaling pathway-related molecules was observed by immunohistochemical staining, and the protein levels of caspase-3, Bcl-2 and Bax were determined by Western blot. Chondrocytes were isolated and processed according to grouping, and the NLRP3 and IL-1β levels of the cells were measured by ELISA. RESULTS Compared with sham operation group, Pelletier score, Mankin score, chondrocyte apoptotic rate, the positive protein expression rates of NLRP3, apoptosis-associated speck-like protein containing a caspase recruitment domain (ASC), caspase-1 and IL-1β, and the protein levels of caspase-3 and Bax in model group were increased significantly (P<0.05), while the protein expression of Bcl-2 was decreased significantly (P<0.05). Compared with model group, Pelletier score, Mankin score, the apoptotic rate of chondrocytes, the positive protein expression rates of NLRP3, ASC, caspase-1 and IL-1β, and the protein levels of caspase-3 and Bax in SH group and PRP group were decreased significantly (P<0.05), while the protein expression of Bcl-2 was increased significantly (P<0.05). In PRP group, Pelletier score, Mankin score, the apoptotic rate of chondrocytes, the positive protein expression rates of NLRP3, ASC, caspase-1 and IL-1β, and the protein levels of caspase-3 and Bax were lower than those in SH group, while the protein expression of Bcl-2 was higher than that in SH group (P<0.05). Compared with control group, the expression of NL?RP3 and IL-1β in MCC950 (NLRP3 ihibitor) group were significantly reduced (P<0.05), the expression of NLRP3 in eucalyptol (IL-1β inhibitor) group was not significantly changed (P>0.05), and the expression of IL-1β was significantly reduced (P<0.05). CONCLUSION Platelet-rich plasma promotes the repair of cartilage in osteoarthritis rabbits, which has better effect than SH. The mechanism may be related to the inhibition of NLRP3/IL-1β pathway and the reduction of chondrocyte apoptosis.  相似文献   
67.
GAO Meng  HUANG Juan 《园艺学报》2020,36(7):1161-1169
AIM To investigate the protective effect of resveratrol (Res) on cortical neurons in rat bacterial meningitis (BM) model. METHODS Group B hemolytic Streptococcus was injected via the posterior cistern to establish a BM model. Resveratrol was administered intranasally and microRNA-223-3p (miR-223-3p) antagomir was administered by intracerebroventricular injection. HE staining was used to observe the pathological changes of the brain tissue. Loeffler scoring method was used to evaluate the neurobehavioral functions. TUNEL staining was used to detect neuronal apoptosis. The expression of interleukin-1β (IL-1β), IL-18, glial fibrillary acidic protein (GFAP) and ionized calcium-binding adaptor molecule 1 (Iba1) was detected by immunofluorescence staining. The protein levels of nucleotide-binding oligomerization domain-like receptor protein 3 (NLRP3), cleaved caspase-1, IL-1β and IL-18 were determined by Western blot. The expression level of miR-223-3p was detected by RT-qPCR. Online software TargetScan was used to search for the complementary nucleotide sequences between miR-223-3p and NLRP3 mRNA. RESULTS Compared with sham group, the thickness of meninges in BM model was increased, the neurological score was decreased (P<0.05), and the number of TUNEL positive neurons was increased significantly (P<0.05). Astrocytes and microglia were activated, the fluorescence intensity of IL-1β and IL-18 was increased (P<0.05), and the expression levels of NLRP3, cleaved caspase-1, IL-1β, IL-18 and miR-223-3p were increased (P<0.05). Compared with BM group, after treatment with resveratrol, the neurological score was increased (P<0.05), the number of TUNEL positive neurons was decreased significantly (P<0.05), and the inflammatory response of astrocytes and microglia was suppressed. The fluorescence intensity of IL-1β and IL-18 was decreased (P<0.05), the protein levels of NLRP3, cleaved caspase-1, IL-1β and IL-18 were decreased (P<0.05), and the expression level of miR-223-3p was increased (P<0.05). A nucleotide sequence in the 3'-UTR of NLRP3 mRNA might be targeted by miR-223-3p. In the brain of rat BM model, compared with antagomir control group, the expression of NLRP3 was increased in miR-223-3p antagomir group with resveratrol treatment (P<0.05). CONCLUSION Resveratrol may reduce the inflammatory death of cortical neurons in BM model of infant rats through miR-223-3p/NLRP3 pathway, thus playing a protective role for the neurons.  相似文献   
68.
AIM To study the effect of microRNA-153-3p (miR-153-3p) knock-down on oxidative injury of H9C2 cells induced by H2O2 and its specific mechanism. METHODS The oxidative stress injury of H9C2 cell model was induced by H2O2, and then the cell viability and the expression of miR-153-3p were detected by MTT assay and RT-qPCR, respectively. The effects of miR-153-3p knock-down on the H9C2 cell injury under oxidative stress were studied by RNA interference technology. The targets of miR-153-3p were identified by Western blot and dual-luciferase reporter assay. RESULTS MTT assay showed that the viability of H9C2 cells was decreased with the increase in H2O2 concentration (P<0.05). The results of RT-qPCR showed that the expression of miR-153-3p was increased with the increase in H2O2 concentration (P<0.05). Knock-down of miR-153-3p increased the viability of H9C2 cells under oxidative stress, decreased the cell apoptosis and the content of malondialdehyde (MDA), and increased the activity of superoxide dismutase (SOD). The expression of nuclear factor E2-related factor 2(Nrf2) and antioxidant response element(ARE) activity were increased with the increase in H2O2 concentration (P<0.01). TargetScan analysis and dual-luciferase reporter assay showed that Nrf2 was one of the potential target genes of miR-153-3p. The results of Western blot further showed that over-expression of miR-153-3p inhibited the expression of Nrf2 (P<0.01), while down-regulation of miR-153-3p increased the expression of Nrf2 (P<0.01). Dual interference with Nrf2 and miR-153-3p significantly reduced H9C2 cell viability, promoted the apoptosis, increased MDA content, and decreased SOD activity in the presence of H2O2 (P<0.01). CONCLUSION Inhibition of miR-153-3p expression attenuates the injury of H9C2 cells induced by H2O2 through up-regulating Nrf2/ARE signaling pathway.  相似文献   
69.
正黑斑病是三七栽培生产中常见的一大病害,叶片受害产生近圆形或不规则水浸状病斑,常导致成株落叶、幼苗生长点及茎秆顶端腐烂枯死。其病原一般认为是链格孢属真菌人参链格Alternaria panax Whetzel~([1,2]),也有相关研究证明黑斑病病原为细链格孢Alternaria tenuis Nees~([3]),后定名为链格孢Alternaria alternata Keissl~([4])。本研究利用ITS序列和histone 3部分编码序列的PCR鉴定,结合形态学鉴定,分析三七主产区黑斑病菌的组成和分布情况及几种病原菌的致病力差异,以期为三七黑斑病防治提供理论依据。  相似文献   
70.
随着不可再生能源的日渐枯竭,生物质能源的研究工作受到越来越多的关注。想要充分了解和利用生物质能源,生物质材料的热物性分析必不可少。其中,导热系数表征就是研究的重点内容之一,设计出可靠便捷的测量系统至关重要。笔者以LabVIEW平台为基础,依靠其强大的测控功能,结合3ω法测量原理及具体的实验步骤,设计出一种固液相样品都适用的导热系数测量系统。实验中测量端的铂丝将产生电信号,经前置放大电路被锁相放大器SR830采集,然后通过GPIB接口卡与PC机通讯。其中,上位机LabVIEW的程控交互界面包括了前期准备、信息记录、数据采集和曲线显示4个部分,为研究人员提供了直观、便捷、高效的实验进程帮助。还从测量对象的性质和实验台搭建过程两个方面,分析了可能存在的误差来源。为了验证该导热系数测量系统的可靠性,对常见的生物质液体,包括存在固液相变化的样品,进行了测量实验。测量值与文献参考值比较显示,系统误差小于5%,说明该测量系统具有较高的可靠性和稳定性。  相似文献   
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