Finding finer functions for partially characterized proteins by protein-protein interaction networks

Based on high-throughput data, numerous algorithms have been designed to find functions of novel proteins. However, the effectiveness of such algorithms is currently limited by some fundamental factors, including (1) the low a-priori probability of novel proteins participating in a detailed function; (2) the huge false data present in high-throughput datasets; (3) the incomplete data coverage of functional classes; (4) the abundant but heterogeneous negative samples for training the algorithms; and (5) the lack of detailed functional knowledge for training algorithms. Here, for partially characterized proteins, we suggest an approach to finding their finer functions based on protein interaction sub-networks or gene expression patterns, defined in function-specific subspaces. The proposed approach can lessen the above-mentioned problems by properly defining the prediction range and functionally filtering the noisy data, and thus can efficiently find proteins’ novel functions. For thousands of yeast and human proteins partially characterized, it is able to reliably find their finer functions (e.g., the translational functions) with more than 90% precision. The predicted finer functions are highly valuable both for guiding the follow-up wet-lab validation and for providing the necessary data for training algorithms to learn other proteins.     

热力学基本不等式包含的不可逆过程

利用把系统外参量和内参量分开的方法，给出了热力学基本方程的表示式；分析了各个热力学基本不等式包含的不可逆过程；讨论了热力学基本不等式的适用条件．为热力学理论的广泛应用提供了理论依据     

自旋玻璃和可重入磁体的电子自旋共振

本文介绍了非晶(Fe_pNi_(1-p))_(75)P_(16)B_6Al_3在9 GHz上的电子自旋共振实验结果。结果表明在低温区垂直几何和平行几何的情况一样,其共振线宽随温度的降低成指数增加。     

对摩擦力作功与摩擦生热的量度的认识

本文通过对摩擦力作功与不擦生热的讨论，给出摩擦生热的量度方法．     

改良低温麻醉阻断循环对肺超微结构影响的实验研究

本组用本地健康杂种犬10只,以改良低温麻醉体表降温方法将食道温度降至24～26℃时,然后阻断循环无体外循环下进行心内直视手术。术中分别在阻断前:阻断后及复苏后取肺组织进行光镜、电镜检查。实验结果表明,阻断时间在60分钟内,心脏跳停80分钟内无明显超微结构变化。而阻断时间65～85分钟,心脏跳停90～115分钟,肺组织的某些超微结构变化是可以复原的,这就为不用体外循环的肺脏手术安全时限提供了初步的理论依据。     

一种含稀土锰钢的热处理和低温韧性研究

本文研究了加稀土5％Mn钢的热处理、组织和机械性能,探索其部分代替9Ni钢使用于-196℃的可能性,并以同样成分的无稀土钢作为对比,研究稀土在该钢中的作用。     

中药材中孳生粉螨的初步调查

本文采用清水漂浮法和塔氏电热集螨器分离法,共分离中药材样本124种,1240份,从中分离出粉螨45种,隶属7科23属.得出结论:中药材粉螨的污染严重,应加强对中药螨类的防治,以保护中药材及预防人体螨病.     

生长调节剂对大叶白蜡幼苗生长的影响

对一年生大叶白蜡实生苗用3种不同浓度的赤霉素（GA3）、ABT生根粉7号（ABT7）、萘乙酸（NAA）进行处理。结果表明，3种生长调节剂对大叶白蜡幼苗生长有明显的促进作用。处理后的苗木提高，生长加快，茎干增粗，叶片增大，抗性增强，其中以50mg/L的GA3作用最为显著。     

多目标多阶段决策问题最优化方法及应用

本文提出了可行状态点,可行边和可行策略等概念,建立了一种新的解决多目标多阶段决策问题的方法,介绍了这一方法的应用实例: