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.     

共轭斜量法在某些特征向量上收敛速度的估计

设 Ａ是对称正定矩阵，λ_1是 Ａ 的最大或最小特征值，χ_1是对应的特征向量．｛zk｝是用共轭斜量法求解方程组 Αχ＝ｂ时的近似解序列，ｅi＝Ａ～(_1)b-zi,本文给出了|x_1～Tei|较合理的上界估计式。从而为分析预处理共轭斜量法提供了进一步的理论基础。     

CGPSS-F仿真系统数据的采集与分析

本文详细地叙述了“医院门诊部为门诊病人服务的CGPSS-F仿真系统”数据采集与分析的方法.利用CGPSS-F仿真系统的驻留在队列中的实体数和资源处于繁忙状态的单元数,合理调整实体在系统的时间.根据资源容量的利用,实体排队的长度和实体在系统的时间,确定实用的系统参数.     

Banach空间中具Carathěodory条件常微分方程的Galerkin逼近

本文得到Banach空间中右端具Carathěodory条件常微分方程的Galerkin逼近,解的存在性,以及相应两方程解之间的关系。     

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.     

大尺寸YBa2Cu3O7—δ超导体的研制

利用固相反应法成功地制备了直径为100mm,厚为5mm的大尺寸YBa_2Cu_3O_(7-δ)超导体。在通氧,930℃热处理45min后,超导体的上限转变温度为94K,零电阻温度为92K。x射线衍射进行物相定性,扫描电镜进行形貌和超导电性关系的对比观察。选区电子衍射给出YBa_2Cu_3O_(7-δ)超导体的晶格参数为a=0.348nm,b=0.377nm,c=0.716nm,属于正交晶系。