DLGCN:基于图卷积网络的药物-lncRNA[]关联预测

为实现高通量识别新的药物-长链非编码RNA(Long non-coding RNA, lncRNA)关联,本文提出了一种基于图卷积网络模型来识别潜在药物-lncRNA关联的方法DLGCN(Drug-LncRNA graph convolution network)。首先,基于药物的结构信息和lncRNA的序列信息分别构建了药物-药物和lncRNA-lncRNA相似性网络,并整合实验证实的药物-lncRNA关联构建了药物-lncRNA异质性网络。然后,将注意力机制和图卷积运算应用于该网络中,学习药物和lncRNA的低维特征,基于整合的低维特征预测新的药物-lncRNA关联。通过效能评估,DLGCN的受试者工作特性曲线下面积(Area under receiver operating characteristic, AUROC)达到0.843 1,优于经典的机器学习方法和常见的深度学习方法。此外,DLGCN预测到姜黄素能够调控lncRNA MALAT1的表达,已被最近的研究证实。DLGCN能够有效预测药物-lncRNA关联,为肿瘤治疗新靶点的识别和抗癌药物的筛选提供了重要参考。     

成熟促进因子对克隆重构胚核重编程的调控

成熟促进因子(maturation promoting factor,MPF)由催化亚单位P34cdc2和调节亚单位cyclin组成,对细胞周期的调控起着重要作用。目前,在核移植研究中发现：供体核在MPF的作用下发生核膜破裂(nuclear envelop breakdown．NEBD)和早熟染色体凝集(premature chromosome condensation,PCC),促进了核、质蛋白质因子的交换,有利于核重编程的进行。PCC还会对供体核的倍性及形态产生影响。     

基于酵母水平的高通量药物筛选

随着后基因组时代的到来,越来越多的药物靶标蛋白将会被发现,基于靶标蛋白设计出的化合物也将大量涌现,高通量药物筛选日趋重要。酵母基因组的易操作性及其简单稳定的培养条件,使得该真核微生物成为一种理想的药物筛选工程细胞。本文讨论了选择酵母系统进行细胞水平筛选的优缺点,并从基于靶点和表型两种筛选模式对酵母水平的高通量药物筛选做一总结。     

Purification, crystallization and preliminary crystallographic investigations of selenium-containing phycocyanin from selenium-rich algae ( Spirulina platensis )

The selenium-containing phycocyanin from the selenium-rich algae (Spirulina platensis) has been crystallized in two crystal forms by the hanging-drop vapor diffusion techniques. A chromatographic procedure of gel filtration and anion exchange was used for purification. Form I crystal with space group P2₁ and cell parameters a =108.0 ?, b= 117.0 ?, c = 184.0?, β= 90.2° and 12(αβ) units in the asymmetric unit was obtained by using (NH₄)₂SO₄ as precipitant. These crystals diffract up to 2.8 ?. Form II crystal obtained by using PEG4000 as precipitant belongs to space group P6₃ with unit cell constants a = 155.0 ?, c = 40.3 ?, γ =120.0° and one(αβ) unit in the asymmetric unit. The crystals diffract beyond 2.9 ?. The possible stacking forms of phycocyanin molecules in the first crystal form were discussed.     

Emission scenario of non-CO2 gases from energy activities and other sources in China

This paper gives a quantitative analysis on the non-CO2 emissions related to energy demand, energy activities and land use change of six scenarios with different development pattern in 2030 and 2050 based on IPAC emission model. The various mitigation technologies and policies are assessed to understand the corresponding non-CO2 emission reduction effect. The research shows that the future non-CO2 emissions of China will grow along with increasing energy demand, in which thermal power and transportation will be the major emission and mitigation sectors. During the cause of future social and economic development, the control and mitigation of non-CO2 emissions is a problem as challenging and pressing as that of CO2 emissions.This study indicates that the energy efficiency improvement, renewable energy, advanced nuclear power generation, fuel cell, coal-fired combined cycle, clean coal and motor vehicle emission control technologies will contribute to non-CO2 emissions control and mitigation.     

中国东、南部的3个腔蚓属蚯蚓新物种

本文报道了寡毛纲(Oligochaeta)巨蚓科(Megascolecidae)腔蚓属(Metaphire)3个新发现物种,分别是象头山腔蚓(M. xiangtoumontis Dong & Jiang sp. nov.),韩摆渡腔蚓(M. hanbaiduensis Dong & Sun sp. nov.)和长白山腔蚓(M. changbaimontis Dong & Shen sp. nov.)。象头山腔蚓受精囊孔2对,位于7/8 ~ 8/9节间,属于M. insulana物种群。韩摆渡腔蚓受精囊孔3对,位于6/7 ~ 8/9节间,属于M. houlleti物种群。长白山腔蚓受精囊孔2对,位于6/7 ~ 7/8节间,属于M. glandularis物种群。所有新物种均附有形态学描述、图片、与相似物种的形态学比较及与GenBank上亲缘关系相近物种的遗传距离计算分析。以上结果丰富了我国腔蚓属蚯蚓的物种多样性,并首次记录了采集于长白山国家级自然保护区的巨蚓科蚯蚓新物种。     

麋鹿幼仔的活动同步性与同性聚群倾向

哺乳动物幼体从出生到性成熟这段时间存在生理和行为上的巨大变化.麋鹿幼仔出生1周内,与成鹿和其它仔鹿呈隔离状态,且藏卧于隐蔽处,母鹿哺乳是引起幼仔活动的主要因素.     

九种蟋蟀mtDNA-16S rRNA基因序列及其系统进化(直翅目:蟋蟀科)

蟋蟀科5属9个种的线粒体16S rRNA基因部分序列被测定或从Gen Bank获得,比较其同源性,计算核苷酸使用频率,并构建NJ和MP分子系统树。在获得的449bp的序列中A、T、C和G碱基含量分别为31．8％、36．9％、9．9％和21．4％,A T平均含量为68．7％。研究结果表明：所研究的5属9种蟋蟀聚成3个聚类簇,斗蟋属先与灶蟋属汇合,再与棺头蟋属构成聚类簇Ⅰ;油葫芦属黑脸油葫芦和北京油葫芦与蟋蟀属的家蟋相聚构成聚类簇Ⅱ;蟋蟀属的田蟋单独构成聚类簇Ⅲ。     

不同处理对濒危植物黄枝油杉扦插育苗的影响

黄枝油杉属珍稀濒危植物,树形高大,采种困难,母树开花结实少,种子发芽率低,繁殖速度慢。采用扦插育苗,方法简便易行,繁殖速度快。为此,针对与黄枝油杉扦插育苗成活、生长密切相关的插穗粗度、ABT生根粉浓度和施肥种类三大因素,分别进行对比试验。结果表明:插穗茎粗0.70cm用150mg/LABT生根粉溶液处理的平均成活率达95.6%;扦插成活后施用粪肥+尿素(配比为100∶0.4)的混合肥苗木生长健壮,平均抽梢长达30.8cm。方差分析和多重比较分析结果表明,插穗粗度、ABT生根粉浓度和肥料种类对黄枝油杉扦插苗木的生长影响极大。     

Differences in Variation of Human Immunodeficiency Virus Type 1 Sequences from Henan and Shanghai Regions of China

Illegally paid blood donation was a risk factor for HIV acquisition exclusively in Henan and Hubei Provinces of China,and not in Shanghai.Nucleotide sequences in the gag and env genes of HIV-1 were compared between isolates from Henan and Shanghai regions of China to test whether an expected higher degree of a common source of infections from this unique blood donation transmission risk would be evident as decreased variation among Henan isolates in an exploratory cross-sectional analysis.Among 38 isolates studied,23 of 23(100%)from Henan and 8 of 15(54%)from Shanghai were subtype B.In addition,fewer sequence differences were found in gp41 of subtype B isolates from Henan than from Shanghai isolates.Further studies with additional controls are therefore warranted to confirm the role of the degree of a common source of infections in differences in HIV variation across populations.