Integrating domain similarity to improve protein complexes identification in TAP-MS data

Background

Detecting protein complexes in protein-protein interaction (PPI) networks plays an important role in improving our understanding of the dynamic of cellular organisation. However, protein interaction data generated by high-throughput experiments such as yeast-two-hybrid (Y2H) and tandem affinity-purification/mass-spectrometry (TAP-MS) are characterised by the presence of a significant number of false positives and false negatives. In recent years there has been a growing trend to incorporate diverse domain knowledge to support large-scale analysis of PPI networks.

Methods

This paper presents a new algorithm, by incorporating Gene Ontology (GO) based semantic similarities, to detect protein complexes from PPI networks generated by TAP-MS. By taking co-complex relations in TAP-MS data into account, TAP-MS PPI networks are modelled as bipartite graph, where bait proteins consist of one set of nodes and prey proteins are on the other. Similarities between pairs of bait proteins are computed by considering both the topological features and GO-driven semantic similarities. Bait proteins are then grouped in to sets of clusters based on their pair-wise similarities to produce a set of 'seed' clusters. An expansion process is applied to each 'seed' cluster to recruit prey proteins which are significantly associated with the same set of bait proteins. Thus, completely identified protein complexes are then obtained.

Results

The proposed algorithm has been applied to real TAP-MS PPI networks. Fifteen quality measures have been employed to evaluate the quality of generated protein complexes. Experimental results show that the proposed algorithm has greatly improved the accuracy of identifying complexes and outperformed several state-of-the-art clustering algorithms. Moreover, by incorporating semantic similarity, the proposed algorithm is more robust to noises in the networks.

     

Serum Uric Acid and Non-Alcoholic Fatty Liver Disease in Non-Diabetic Chinese Men

Increased serum uric acid (SUA) levels may be involved in the development of non-alcoholic fatty liver disease (NAFLD) in men presenting with metabolic syndrome (MetS) and/or insulin resistance. We aimed to determine the independent relationship between SUA and NAFLD in non-diabetic Chinese male population, and to explore the determinants of SUA levels among indexes of adiposity, lipid, and genotypes pertaining to triglycerides metabolism, inflammation, oxidative stress, and SUA concentrations. A total of 1440 men, classified depending on the presence of ultrasonographically detected NAFLD, underwent a complete healthy checkup program. Genotypes were extracted from our previously established genome-wide association study database. After adjusting for age, smoking, drinking, body mass index, homeostasis model assessment of insulin resistance, C-reactive protein, creatinine, alanine aminotransferase (ALT) and components of metabolic syndrome, the odds ratio for NAFLD, comparing the highest with the lowest SUA quartile, was 2.81 (95% confidence interval 1.66–4.76). A stepwise multivariate linear regression analysis (R² = 0.238, P<0.001) retained age, waist circumference, serum creatinine, triglycerides, the Q141K variant in ABCG2 (rs2231142) and NAFLD as significant predictors of SUA levels (all P<0.001). Besides, ALT and Met196Arg variant in TNFRSF1B (rs1061622) additionally associated with SUA among individuls with NAFLD. Our data suggest that in Chinese men, elevated SUA is significantly associated with NAFLD, independent of insulin resistance and other metabolic disorders, such as central obesity or hypertriglyceridemia. Meanwhile, among subjects with NAFLD, index of liver damage, such as elevated ALT combined with genetic susceptibility to inflammation associated with increased SUA levels.     

抗肿瘤多肽研究进展

近些年,具有抗肿瘤生物活性的人工合成多肽受到广泛的关注.尽管受技术条件的制约,目前多数抗肿瘤肽类药物的半衰期较短,但抗肿瘤肽类药物具有其独特的优势:它们分子量小、抗肿瘤特异性高、免疫原性低,并且易于合成和改造.目前,多种抗肿瘤肽及其衍生物已上市或进入临床研究,以肽为基础的治疗不仅高效低毒,还可以增加肿瘤对其他治疗方法的敏感度,对于肿瘤的临床治疗将具有重要价值.综述了诱发肿瘤坏死活性肽、细胞凋亡肽及功能阻断肽等几种新型天然抗肿瘤活性肽诱发肿瘤死亡的作用,并归纳其应用前景.     

AP-1在腋臭患者发病过程中的作用

目的：腋臭是美容整形外科的常见病,目前发病机制尚不明确,已证实人体大汗腺中的载脂蛋白D（ApoD）在腋臭患者大汗腺中高表达,并且与腋臭的发生密切相关。探明ApoD在大汗腺细胞中的信号转导通路,可以进一步明确其在腋臭发病过程中的作用机制。JNK信号转导通路与多种疾病的发生有关。课题组前期已经做了JNKl对ApoD调控作用的相关研究,证明了在腋臭发病过程中JNK1是通过调控ApoD的转录来上调ApoD的表达。本实验在课题组前期研究基础上,探讨JNKl下游转录因子AP-1是否在JNKl上调ApoD通路中发挥作用。方法：取腋臭志愿者腋区皮肤组织,进行汗腺细胞培养。把汗腺细胞分为5．二氢睾酮处理组、5-二氢睾酮联合姜黄素处理组和空白对照3个组,用姜黄素抑制AP-1的活性,通过Real．timePCR实验方法检测ApoD在姜黄素抑制下的表达变化。结果：在姜黄素的抑制下,ApoD表达明显降低。在体外培养汗腺细胞加入5．二氢睾酮联合姜黄素处理后,ApoD的表达量在mRNA水平低于单独的5-二氢睾酮处理组和正常对照组（P〈0．05）。结论：姜黄素抑制了AP．1的活化导致ApoD的表达降低。在腋臭的发病过程中,JNKl的下游转录因子AP-1对ApoD有明显的上调作用。AP-1可能在JNKl上调ApoD这条通路中扮演了很重要的角色,它可能是JNK1和ApoD的中间转录因子。     

额底纵裂入路手术对鞍上第三脑室底垂体瘤的疗效分析

目的：分析经额底纵裂入路治疗鞍上第三脑室底垂体瘤的疗效,探讨其临床适用性。方法：选择从2011年1月~2013年1月与我院行额底纵裂入路手术治疗的30例鞍上第三脑室底垂体瘤的患者,术中行单侧额或双侧额弧形切口,根据术中所见肿瘤位置,由终板、视神经一颈内动脉等存在的生理间隙处切除肿瘤,观察所有患者的手术疗效。结果：所有患者术中可见肿瘤位于鞍内鞍上,部分或全部突入第三脑室底,其中有6例患者伴有脑积水。术中肿瘤全切23例,次全切5例,大部切除2例,无手术死亡病例。术前25例患者视力减退,术后23例患者视力均获得不同程度改善,仅1例暂无明显变化。术后19例出现电解质紊乱,患者经治疗后均已纠正;12例出现不同程度的尿崩症,给予患者药物治疗后,病情得到缓解。术后随访6个月,23例肿瘤全切患者病灶无复发,另外4例次全切者病灶也无明显变化,仅1例次全切和2例大部切除患者于术后行伽马刀再次治疗。结论：经额底纵裂入路治疗鞍上第三脑室底垂体瘤可以达到视野清晰,直观下进行肿瘤切除,手术效果好,并发症较少,适合临床长期推广应用。     

Regeneration of Soft Tissues Is Promoted by MMP1 Treatment after Digit Amputation in Mice

The ratio of matrix metalloproteinases (MMPs) to the tissue inhibitors of metalloproteinases (TIMPs) in wounded tissues strictly control the protease activity of MMPs, and therefore regulate the progress of wound closure, tissue regeneration and scar formation. Some amphibians (i.e. axolotl/newt) demonstrate complete regeneration of missing or wounded digits and even limbs; MMPs play a critical role during amphibian regeneration. Conversely, mammalian wound healing re-establishes tissue integrity, but at the expense of scar tissue formation. The differences between amphibian regeneration and mammalian wound healing can be attributed to the greater ratio of MMPs to TIMPs in amphibian tissue. Previous studies have demonstrated the ability of MMP1 to effectively promote skeletal muscle regeneration by favoring extracellular matrix (ECM) remodeling to enhance cell proliferation and migration. In this study, MMP1 was administered to the digits amputated at the mid-second phalanx of adult mice to observe its effect on digit regeneration. Results indicated that the regeneration of soft tissue and the rate of wound closure were significantly improved by MMP1 administration, but the elongation of the skeletal tissue was insignificantly affected. During digit regeneration, more mutipotent progenitor cells, capillary vasculature and neuromuscular-related tissues were observed in MMP1 treated tissues; moreover, there was less fibrotic tissue formed in treated digits. In summary, MMP1 was found to be effective in promoting wound healing in amputated digits of adult mice.     

Overexpression of MTA3 Correlates with Tumor Progression in Non-Small Cell Lung Cancer

The objective of the current study was to investigate the expression pattern and clinicopathological significance of MTA3 in patients with non-small cell lung cancer (NSCLC). The expression profile of MTA3 in NSCLC tissues and adjacent noncancerous lung tissues was detected by immunohistochemistry. MTA3 was overexpressed in 62 of 108 (57.4%) human lung cancer samples and correlated with p-TNM stage (p<0.0001), nodal metastasis (p = 0.0009) and poor prognosis (p<0.05). In addition, the depletion of MTA3 expression with small interfering RNAs inhibited cell growth and colony formation in the A549 and H157 lung cancer cell lines. Moreover, MTA3 depletion induced cell cycle arrest at the G1/S boundary. Western blotting analysis revealed that the knockdown of MTA3 decreased the protein levels of cyclin A, cyclin D1 and p-Rb. These results indicate that MTA3 plays an important role in NSCLC progression.     

Overexpression of Arabidopsis acyl‐CoA‐binding protein ACBP2 enhances drought tolerance

Arabidopsis thaliana acyl‐CoA‐binding protein 2 (ACBP2) is a stress‐responsive protein that is also important in embryogenesis. Here, we assign a role for ACBP2 in abscisic acid (ABA) signalling during seed germination, seedling development and the drought response. ACBP2 was induced by ABA and drought, and transgenic Arabidopsis overexpressing ACBP2 (ACBP2‐OXs) showed increased sensitivity to ABA treatment during germination and seedling development. ACBP2‐OXs also displayed improved drought tolerance and ABA‐mediated reactive oxygen species (ROS) production in guard cells, thereby promoting stomatal closure, reducing water loss and enhancing drought tolerance. In contrast, acbp2 mutant plants showed decreased sensitivity to ABA in root development and were more sensitive to drought stress. RNA analyses revealed that ACBP2 overexpression up‐regulated the expression of Respiratory Burst Oxidase Homolog D (AtrbohD) and AtrbohF, two NAD(P)H oxidases essential for ABA‐mediated ROS production, whereas the expression of Hypersensitive to ABA1 (HAB1), an important negative regulator in ABA signalling, was down‐regulated. In addition, transgenic plants expressing ACBP2pro:GUS showed beta‐glucuronidase (GUS) staining in guard cells, confirming a role for ACBP2 at the stomata. These observations support a positive role for ACBP2 in promoting ABA signalling in germination, seedling development and the drought response.     

No relation between ACEml/D polymorphism and high altitude pulmonary edema in the Han Chinese

Objectives To explore whether the angiotensin T -converting enzyme （ACE） I/D （insertion/ deletion） polymorphism is associated with the susceptibility to high altitude pulmonary edema （HAPE） in the Han Chinese. Methods One hundred and forty-seven HAPE-p （HAPE patients） and 193 HAPE-r （HAPE resistants） were enrolled from the Yushu earthquake reconstruction workers in Qinghai province where the altitude is over 3 500 m above sea level. Blood samples were collected from each of the HAPE-p and HAPE-r groups. Information about physiological phenotypes was obtained via fieldwork investigation. The ACE-I/D polymorphism in HAPE-p and HAPE-r was detected by polymerase chain reaction （PCR）. Results The SaO2 was significantly lower while HR was significantly higher in HAPE-p group than those in HAPE-r group. The genotype frequencies of ACE-I/D for II, ID, DD in HAPE-r and HAPE-p groups were 0.430, 0.446, 0.124 and 0.435, 0.469, 0.095, respectively, the allelic frequencies of I and D were 0.650, 0.350 and 0.670, 0.330, respectively. The OR of ID, DD and D alleles relative to II for HAPE was 0.961 （0.610-1.514）, 1.322 （0.634-2.758） and 1.080 （0.783-1.489）. There was no significant difference of the genotypic and the allelic frequencies in ACE-I/D polymorphism between HAPE-p and HAPE-r groups. Conclusions There is no relation between ACE-I/D polymorphism and HAPE in the Han Chinese.     

转基因小鼠和基因突变小鼠微卫星不稳定性分析

目的探讨微卫星在转基因和基因突变小鼠中的变化,为基因修饰和遗传突变动物的遗传检测和表型分析提供理论依据和技术手段。方法根据文献报道,从GenBank中选取198个等位基因数量多、富含多态性的微卫星位点,以野生型动物为对照,对6种近交系遗传背景的转基因小鼠和5种自然基因突变的近交系小鼠进行微卫星多态性检测,选用1.5%琼脂糖凝胶电泳和STR扫描技术,比较分析微卫星不稳定性。结果共有40个微卫星位点在转基因和基因突变小鼠中表现出多态性。在基因突变小鼠中,微卫星不稳定性有55.6%(10/18)是由纯合变为杂合(Ⅰ型),有3个位点(16.6%,3/18)是纯合突变(Ⅱ型),有5个位点同时存在2种类型的突变。但是在转基因动物中,大多数的微卫星多态性为Ⅰ型突变(87.5%,28/32),只有2个位点(6.2%,2/32)是Ⅱ型突变。另外有2个位点同时存在2种类型的突变。结论基因修饰或基因突变可引起小鼠相关微卫星发生不稳定性,而且某些微卫星位点对基因改变敏感性较高。