应用基于粒子群优化的支持向量机算法识别真核生物基因的RNA聚合酶II启动子序列

启动子是调节基因表达的重要元件,对其的研究对于阐明基因转录调控机制具有重要意义。作者依据RNA聚合酶Ⅱ启动子序列特性选取高效的特征提取方法,构建了基于粒子群优化的支持向量机(particle swarm optimization-support vector machine,PSO-SVM)新方法,用以识别真核生物基因RNA聚合酶Ⅱ启动子。结合5-折交叉检验方法,得到启动子-外显子、启动子-内含子和启动子-基因间序列的分类准确率分别为97.1%、96.7%和98.8%,其马修斯相关系数分别为0.962、0.934和0.976。结果说明,对比其它启动子识别方法,PSO-SVM方法更能有效地识别真核生物基因启动子。     

肉鸭发酵床抗生素、重金属累积及细菌耐药性的演变特性

【目的】了解肉鸭发酵床使用过程中抗生素、各类金属元素累积特性,细菌抗生素耐受性演变特性。【方法】2011年11月至2013年7月,江苏某肉鸭发酵床养殖场饲养肉鸭期间,选取刚制作完成发酵床的鸭舍,和饲养4批次、8批次肉鸭时的鸭舍,检测发酵床中抗生素、金属元素含量,及发酵床中细菌的抗生素耐受水平。【结果】肉鸭发酵床垫料内强力霉素残留量因每批次肉鸭饲料中的使用而显著上升,氧氟沙星未现在垫料内累积。发酵床垫料饲养至8批次肉鸭时,垫料内耐受16、100μg/m L强力霉素三种可培养细菌的平均菌落数与比例为最高,而耐受8、50μg/m L氧氟沙星的平均菌落数、菌落数比例未现明显的增长趋势。发酵床使用过程中,垫料内As、Pb、Hg元素含量未显著增加,Cd元素检测量极低,Zn、Mn元素含量增加趋势明显,Cu、Cr元素累积速度缓慢。【结论】每批次使用强力霉素可在多批次肉鸭饲养后显著增加发酵床垫料中强力霉素含量,显著增强垫料中肠道菌群耐受强力霉素能力,Zn、Mn元素含量总体呈上升趋势。     

Structural Studies of Truncated Forms of the Prion Protein PrP

Prions are proteins that adopt self-propagating aberrant folds. The self-propagating properties of prions are a direct consequence of their distinct structures, making the understanding of these structures and their biophysical interactions fundamental to understanding prions and their related diseases. The insolubility and inherent disorder of prions have made their structures difficult to study, particularly in the case of the infectious form of the mammalian prion protein PrP. Many investigators have therefore preferred to work with peptide fragments of PrP, suggesting that these peptides might serve as structural and functional models for biologically active prions. We have used x-ray fiber diffraction to compare a series of different-sized fragments of PrP, to determine the structural commonalities among the fragments and the biologically active, self-propagating prions. Although all of the peptides studied adopted amyloid conformations, only the larger fragments demonstrated a degree of structural complexity approaching that of PrP. Even these larger fragments did not adopt the prion structure itself with detailed fidelity, and in some cases their structures were radically different from that of pathogenic PrP^Sc.