Robust algorithm for brain magnetic resonance image (MRI) classification based on GARCH variances series

In this paper, a robust algorithm for disease type determination in brain magnetic resonance image (MRI) is presented. The proposed method classifies MRI into normal or one of the seven different diseases. At first two-level two-dimensional discrete wavelet transform (2D DWT) of input image is calculated. Our analysis show that the wavelet coefficients of detail sub-bands can be modeled by generalized autoregressive conditional heteroscedasticity (GARCH) statistical model. The parameters of GARCH model are considered as the primary feature vector. After feature vector normalization, principal component analysis (PCA) and linear discriminant analysis (LDA) are used to extract the proper features and remove the redundancy from the primary feature vector. Finally, the extracted features are applied to the K-nearest neighbor (KNN) and support vector machine (SVM) classifiers separately to determine the normal image or disease type. Experimental results indicate that the proposed algorithm achieves high classification rate and outperforms recently introduced methods while it needs less number of features for classification.     

The role of snail aestivation in transmission of schistosomiasis in changing climatic conditions

Schistosomiasis vector snails are subjected to extreme seasonal changes, particularly in ephemeral rivers and lentic waterbodies. In the tropics, aestivation is one of the adaptive strategies for survival and is used by snails in times of extremely high temperatures and desiccation. Aestivation therefore plays an important role in maintaining the transmission of schistosomiasis. This review assesses the possible impacts of climate change on the temporal and spatial distribution of schistosomiasis-transmitting snails with special emphasis on aestivation, and discusses the effect of schistosome infection on aestivation ability. The impacts of parasite development on snails, as well as physiological changes, are discussed with reference to schistosomiasis transmission. This review shows that schistosome-infected snails have lower survival rates during aestivation, and that those that survive manage to get rid of the infection. In general, snail aestivation ability is poor and survival chances diminish with time. Longer dry periods result in fewer, as well as uninfected, snails. However, the ability of the surviving snails to repopulate the habitats is high.     

小鼠RNA干扰基因RelA慢病毒载体的构建与鉴定

目的：构建小鼠RelA 基因的RNA 干扰慢病毒载体,转染小鼠成骨样细胞并鉴定。方法：针对小鼠RelA 基因序列,设计特异 性的shRNA 序列,应用基因重组技术插入慢病毒载体GV-248。得到的重组质粒转化感受态大肠杆菌DH5-alpha,筛选得到阳性克隆 并扩大培养。所得质粒进行测序分析确定载体构建成功。重组质粒载体及包装辅助质粒转染293T 细胞,得到目的病毒并测定相 应病毒滴度。慢病毒转染MC3T3-E1 细胞后,Real-time PCR 及Western blot 检测MC3T3-E1 细胞RelA 基因及成骨相关基因 ALP、OCN、RANKL的表达。结果：成功构建小鼠RelA 基因的RNA干扰慢病毒载体,感染MC3T3-E1 细胞后,RelA 基因的表达 明显受到抑制,同时RANKL基因表达水平明显下降,ALP、OCN基因表达水平明显上升。结论：成功构建了小鼠RelA 基因的 RNA 干扰慢病毒载体。当小鼠成骨细胞RelA基因表达被干扰,NF-资B 通路被抑制后,小鼠成骨细胞成骨相关基因ALP、OCN的 表达明显上升,成骨功能增强;同时RANKL 的表达明显下降,其介导的破骨细胞骨吸收功能减弱。     

腺病毒载体AdING4 对MCF-7乳腺癌细胞的增殖抑制及化疗增敏作用

目的:研究腺病毒载体AdING4对人MCF-7乳腺癌细胞的生长抑制及化疗增敏作用。方法:将搭载有ING-4基因的重组腺病毒载体AdING4感染人MCF-7乳腺癌细胞,用荧光显微镜观察感染后的MCF-7细胞形态学变化;RT-PCR和Western-Blot法检测ING-4基因在MCF-7细胞中的转录和表达;RT-PCR法检测凋亡相关基因在MCF-7细胞中的表达;CCK法测定Ad-ING4感染MCF-7乳腺癌细胞后所发挥的细胞增殖抑制作用。流式细胞技术检测ING-4对MCF-7乳腺癌细胞的促凋亡作用。CCK-8法分别测定病毒感染前后的MCF-7乳腺癌细胞的药物半数抑制浓度IC50,并观察Ad-ING4与化疗药物合用后对MCF-7细胞增殖抑制和化疗增敏现象。结果:MCF-7细胞在转染ING-4基因后,明显出现变圆、脱落、皱缩、聚集等现象;外源性ING-4基因在MCF-7细胞中获得成功表达;外源性ING-4基因作用下MCF-7细胞的增殖受到了明显抑制,凋亡率有所升高,凋亡相关基因Bax的表达水平明显上调,Bcl-2、Survivin的表达水平明显下调。ING-4基因感染MCF-7细胞后,使MCF-7细胞对相关化疗药物的敏感度更高;ING-4基因与化疗药物合用后对MCF-7细胞的增殖抑制作用,较之单用化疗药物更为明显。结论:MCF-7细胞在转染ING4基因后其增殖受到了明显抑制并更易凋亡,该现象可能是通过改变Bax,Bcl-2及Survivin表达水平来实现的,且对化疗药物的敏感性更高。     

Improved production of citric acid by Yarrowia lipolytica using oleic acid as the oxygen‐vector and co‐substrate

Yarrowia lipolytica is able to secrete large amounts of citric acid (CA), which is greatly affected by the dissolved oxygen concentration (DOC) in the fermentation medium. In this study, oleic acid was selected as oxygen‐vector to improve DOC during CA fermentation. When 2% (v/v) of oleic acid was added to the culture broth, higher DOC (>42.1%) was determined throughout the CA synthesis phase. The yield of CA reached a maximum of 32.1 g/L (25.4% higher than the control) and the biomass was 8.8 g/L. The substrate uptake rate, products formation rate and key enzyme activities were also determined, and the results indicated that CA synthesis was strengthened with oleic acid addition. Furthermore, it was detected that oleic acid could be assimilated by the cells, which means that oleic acid could be served both as oxygen‐vector and co‐substrate for CA synthesis by Y. lipolytica. In a bioreactor with working volume of 3 L, the highest concentration of CA reached to 36. 4 g/L in the presence of 2% (v/v) oleic acid after 192 h of fermentation. These results confirmed that oleic acid could be applied in the large‐scale production of CA by Y. lipolytica.     

Effects of temperature on the development,performance and fitness of the corn leafhopper Dalbulus maidis (DeLong) (Hemiptera: Cicadellidae): implications on its distribution under climate change

相似文献   

Precocious flowering of juvenile citrus induced by a viral vector based on Citrus leaf blotch virus: a new tool for genetics and breeding

The long juvenile period of citrus trees (often more than 6 years) has hindered genetic improvement by traditional breeding methods and genetic studies. In this work, we have developed a biotechnology tool to promote transition from the vegetative to the reproductive phase in juvenile citrus plants by expression of the Arabidopsis thaliana or citrus FLOWERING LOCUS T (FT) genes using a Citrus leaf blotch virus‐based vector (clbvINpr‐AtFT and clbvINpr‐CiFT, respectively). Citrus plants of different genotypes graft inoculated with either of these vectors started flowering within 4–6 months, with no alteration of the plant architecture, leaf, flower or fruit morphology in comparison with noninoculated adult plants. The vector did not integrate in or recombine with the plant genome nor was it pollen or vector transmissible, albeit seed transmission at low rate was detected. The clbvINpr‐AtFT is very stable, and flowering was observed over a period of at least 5 years. Precocious flowering of juvenile citrus plants after vector infection provides a helpful and safe tool to dramatically speed up genetic studies and breeding programmes.     

A transgenic plant cell‐suspension system for expression of epitopes on chimeric Bamboo mosaic virus particles

We describe a novel strategy to produce vaccine antigens using a plant cell‐suspension culture system in lieu of the conventional bacterial or animal cell‐culture systems. We generated transgenic cell‐suspension cultures from Nicotiana benthamiana leaves carrying wild‐type or chimeric Bamboo mosaic virus (BaMV) expression constructs encoding the viral protein 1 (VP1) epitope of foot‐and‐mouth disease virus (FMDV). Antigens accumulated to high levels in BdT38 and BdT19 transgenic cell lines co‐expressing silencing suppressor protein P38 or P19. BaMV chimeric virus particles (CVPs) were subsequently purified from the respective cell lines (1.5 and 2.1 mg CVPs/20 g fresh weight of suspended biomass, respectively), and the resulting CVPs displayed VP1 epitope on the surfaces. Guinea pigs vaccinated with purified CVPs produced humoral antibodies. This study represents an important advance in the large‐scale production of immunopeptide vaccines in a cost‐effective manner using a plant cell‐suspension culture system.     

小鼠IL-27真核表达载体的构建及其在RAW264.7 细胞中的表达

目的:构建小鼠白介素27(Interleukin 27,IL-27)单链融合基因的真核表达载体并检验其在RAW264.7细胞中的表达情况。方法:提取小鼠脾细胞总RNA,通过RT-PCR扩增出小鼠EBI3和p28 c DNA。采用重叠延伸PCR(splicing by overlap extension PCR,SOE PCR)通过编码疏水性多肽接头(Gly4Ser)3的DNA序列连接小鼠EBI3和p28基因片段,构建小鼠IL-27单链融合基因(mouse single chain IL-27,msc IL-27),并将其克隆至pc DNA3.1(+)载体。通过酶切和测序鉴定阳性重组载体,将重组质粒pc DNA3.1-IL-27通过脂质体转染法转染小鼠巨噬细胞株RAW264.7,通过RT-PCR方法检测目的基因的表达。结果:测序分析表明,小鼠IL-27单链融合基因中EBI3、linker和p28的连接顺序、方向及碱基序列与预期相符。在转染后的RAW264.7细胞中检测到了小鼠IL-27 m RNA的表达。结论:成功构建了小鼠IL-27单链融合基因及其真核表达载体,并在RAW264.7细胞中实现表达,为进一步探讨IL-27的生物学功能奠定了基础。