基于距离相关系数和KNN回归模型的森林蓄积量估测研究

【目的】探究Landsat8 OLI数据和KNN算法在森林蓄积量估测中的潜力。【方法】以湖南省湘潭县为研究区,采用Landsat8 OLI数据和同时期的二类调查数据,通过距离相关系数筛选特征,分别采用线性回归模型(MLR)、K-近邻模型(KNN)、距离加权KNN模型(DW-KNN)和优化欧式KNN模型(FW-KNN)对森林蓄积量进行估测。使用十折交叉方法进行精度检验,对检验结果进行对比分析。【结果】3种KNN模型的估测结果均高于传统的线性模型,并且在3种KNN模型中,FW-KNN算法效果最好,决定系数达到0.69,为3种模型中最高;3种KNN模型中,本研究优化欧氏距离KNN模型的估测精度最高,其均方根误差为30.3%,相比于传统KNN模型的均方根误差降低了5.1%,相比于DW-KNN模型降低了3.3%。【结论】采用DW-KNN蓄积量估测结果明显优于其他两种模型,说明通过特征与蓄积量的相关性优化样本间的距离是一种可行的KNN优化方法。     

Cuticular protein gene LmACP8 is involved in wing morphogenesis in the migratory locust,Locusta migratoria

Cuticular proteins(CPs) are major components of the insect cuticle-associated organs such as integument and wings, although the importance of CPs for wing development and function in hemimetabolous insects remains understudied. In the present study, a wing cuticular protein LmACP8 was identified from Locusta migratoria, which belongs to the RR-2 subfamily of cuticular protein RR consensus(CPR) chitin-binding proteins. LmACP8 was mainly expressed in the wing pads and showed high expression levels before ecdysis of third-, fourth-, and fifth-instar nymphs, with its encoded protein located in the procuticle of wing pads and adult wings. Depletion of LmACP8 by RNA interference markedly reduced the amount of its protein, which consequently caused abnormal wing morphogenesis in the transition from nymph to adult of L. migratoria. We further demonstrated that the abnormal morphogenesis was caused by severe damage of the endocuticle in the wings. LmACP8 was suppressed by 20-hydroxyecdysone(20 E) in vivo, however, its expression was significantly up-regulated after knocking down the hormone receptor gene LmHR39. Thus, the LmACP8 that is negatively regulated by the LmHR39-mediated 20 E signaling pathway is involved in wing development during the nymph to adult transition.     

Replication of neurovirulent equine herpesvirus type 1 (EHV-1) in CD172a+ monocytic cells

Equine herpesvirus type 1 (EHV-1) is responsible for respiratory disorders, abortion and myeloencephalopathy (EHM) in horses. Two pathotypes of EHV-1 strains are circulating in the field: neurovirulent (N) and non-neurovirulent (NN). For both strains, CD172a⁺ monocytic cells are one of the main carrier cells of EHV-1 during primary infection, allowing the virus to invade the horse’s body. Recently, we showed that EHV-1 NN strains showed a restricted and delayed replication in CD172a⁺ cells. Here we characterize the in vitro replication kinetics of two EHV-1 N strains in CD172a⁺ cells and investigate if the replication of these strains is similarly silenced as shown for EHV-1 NN strains. We found that EHV-1 N replication was restricted to 7–8% in CD172a⁺ cells compared to 100% in control RK-13 cells. EHV-1 N replication was not delayed in CD172a⁺ cells but virus production was significant lower (10^3.0 TCID₅₀/10⁵ inoculated cells) than in RK-13 cells (10^8.5 TCID₅₀/10⁵ inoculated cells). Approximately 0.04% of CD172a⁺ cells produced and transmitted infectious EHV-1 to neighbour cells compared to 65% of RK-13 cells. Unlike what we observed for the NN strain, pretreatment of CD172a⁺ cells with histone deacetylases inhibitors (HDACi) did not influence the replication of EHV-1 N strains in these cells. Overall, these results show that the EHV-1 replication of N strains in CD172a⁺ cells differs from that observed for NN strains, which may contribute to their different pathogeneses in vivo.     

EPS364, a Novel Deep-Sea Bacterial Exopolysaccharide,Inhibits Liver Cancer Cell Growth and Adhesion

The prognosis of liver cancer was inferior among tumors. New medicine treatments are urgently needed. In this study, a novel exopolysaccharide EPS364 was purified from Vibrio alginolyticus 364, which was isolated from a deep-sea cold seep of the South China Sea. Further research showed that EPS364 consisted of mannose, glucosamine, gluconic acid, galactosamine and arabinose with a molar ratio of 5:9:3.4:0.5:0.8. The relative molecular weight of EPS364 was 14.8 kDa. Our results further revealed that EPS364 was a β-linked and phosphorylated polysaccharide. Notably, EPS364 exhibited a significant antitumor activity, with inducing apoptosis, dissipation of the mitochondrial membrane potential (MMP) and generation of reactive oxygen species (ROS) in Huh7.5 liver cancer cells. Proteomic and quantitative real-time PCR analyses indicated that EPS364 inhibited cancer cell growth and adhesion via targeting the FGF19-FGFR4 signaling pathway. These findings suggest that EPS364 is a promising antitumor agent for pharmacotherapy.     

高抗氧化活性lager型啤酒酵母选育

采用过氧化氢刺激lager型啤酒酵母,Tadpoling法筛选细胞活力恢复较快突变菌,根据各菌株线粒体膜电位、胞内氧自由基(ROS)水平筛选获得4株活性较高菌株。比较突变菌与原始菌传代发酵性能、胞内ROS、活力指标及每一代细胞死亡率水平,最终获得一株抗氧化能力提高且活力稳定性较高啤酒酵母菌株。分析验证突变菌线粒体DNA修复相关基因MHR1发现,该基因发生部分碱基突变。     

体细胞克隆荷斯坦奶牛出生后死亡犊牛内脏器官的组织病理学观察

为探究体细胞克隆荷斯坦奶牛出生后死亡的原因,对新生后死亡的克隆荷斯坦公牛和自然繁殖的荷斯坦公犊的主要组织器官进行比较。通过解剖和石蜡切片-HE(hematoxylin-eosin staining)染色技术,对主要的组织器官结构进行观察和分析。结果表明,新生后死亡的克隆荷斯坦公牛肺部结构清晰;肝脏的肝细胞明显肿大,出现脂肪轻度变性;肾小管上皮细胞出现变性;心肌的肌纤维间空隙增大;骨骼肌纤维间隙明显,空泡变性,这可能导致该克隆牛犊肌肉无力并功能不全;淋巴结皮髓质界限不分明,淋巴小结细胞较稀疏,生发中心不明显,淋巴窦细胞较少;脾脏内红细胞较少,这说明该克隆牛的造血功能可能不完善;胸腺的皮质部分和髓质部分界限不明显,嗜酸性胸腺小体不易辨认,可能发育不全。该克隆公牛免疫器官出现不同程度的发育不全现象较严重,这有可能是其出生后死亡率高的主要原因。     

T7 RNA多聚酶基因的克隆、序列测定及其在E.coli中的表达

从BL21(DE3)E．coli菌株中以PCR的方法扩增得到了与T7RNA多聚酶(T7RNApolymerase，T7pol)基因大小一致的DNA片断。将PCR产物纯化后直接克隆到pGEM—T载体中，经酶切鉴定和DNA序列分析表明克隆得到了正确的T7pol基因。将T7pol基因亚克隆入pET-28b( )中，构建得到原核表达质粒pET28T7。该质粒的BL21(DE3)pLysS转化菌在IPTG的诱导下可表达约98800的蛋白，这与T7pol的相对分子质量一致。将该质粒转化DH5α、JMl09、HBl01、BL21(DE3)和BL21(DE3)pLysS等5种不同的宿主菌，仅有转化T7pol酶活性受到抑制的宿主菌BL21(DE3)pLysS才能得到转化子，而其余4种T7T7pol酶活性不受抑制的E．coli宿主菌不能得到转化子。pET28T7原核表达质粒这种仅能在T7pol酶活性受到抑制的宿主菌中才能存活的现象说明本试验所克隆的T7pol基因能正确表达出具有RNA转录酶活性的蛋白。     

3种农药的微核效应研究

运用蚕豆根尖微核技术研究3种农药(甲胺磷、甲基硫菌灵和盐酸吗啉胍)在不同浓度下的诱变效应。结果表明,3种农药诱发蚕豆根尖细胞微核率与对照组相比均有不同程度的上升(P<0.05或P<0.01),农药浓度与微核率呈剂量-效应关系,盐酸吗啉胍的诱变效应大于其他2种农药。     

狗舌草提取物诱导淋巴细胞性白血病L1210细胞分化的研究

以单猪屎豆碱（MO）、槲皮素（QU）和环磷酰胺（CY）为参照，观察了狗舌草600mL／L乙醇提取物（EX）对淋巴细胞性白血病L1210细胞体外试验的形态变化；利用流式细胞术，从DNA分子水平上检查了EX对L1210细胞各周期相的影响，探讨EX对L1210细胞的分化机理。结果发现，EX能够使L1210细胞向淋巴细胞方向发展；经EX作用24h后，L1210细胞G0＋G1期的百分比较对照组明显升高。提示EX对L1210细胞增殖的抑制作用可能是由于G1期的阻滞所致。