基于GEO数据库的肝癌相关基因的筛选及验证

肝细胞癌(hepatocellular carcinoma,HCC)是中国高发的恶性肿瘤之一,识别肝细胞癌发生发展相关基因,对于深入研究肝癌发病机制和开发诊疗靶点均具有重要意义.本研究利用GEO2R工具从基因表达汇编数据库(Gene Expression Omnibus Database,GEO)筛选5个数据集中共有的差异表达基因作为潜在的肝癌相关基因.利用Metascape网站,对差异表达基因进行功能富集及信号通路分析.结合GEPIA(Gene Expres-sion Profiling Interaction Analysis)网站筛选具有临床意义的基因.利用荧光定量PCR技术验证与肝癌预后相关的差异表达基因,候选肝癌相关基因,为后续的深入研究奠定扎实的基础.结果显示,从5个数据集中共发现94个共有的差异表达基因.文献检索后发现24个基因与肝癌发生发展的关系少见文献报道,属于肝癌中未知功能基因.利用GEPIA分析癌症基因组图谱(the cancer genome atlas,TCGA)中数据后发现,GINS1在肝癌组织中高表达,与肝癌患者生存期呈负相关;CFHR4和DNASE1L3在肝癌组织中显著低表达,与肝癌患者生存期呈正相关.荧光定量PCR技术证实GINS1在81.3％的肝癌组织中呈现高表达,CFHR4和DNAS-E1L3分别在71.9％和93.8％肝癌组织中低表达.因此,本研究发现GINS1、CFHR4和DNASE 1L3在肝癌组织中显著差异表达,与肝癌患者的预后密切相关,可能作为潜在的判断肝癌患者预后的分子标志物和研发肝癌治疗的潜在靶标.     

Novel artificial intelligence machine learning approaches to precisely predict survival and site-specific recurrence in cervical cancer: A multi-institutional study

BackgroundMachine learning (ML) has been gradually integrated into oncologic research but seldom applied to predict cervical cancer (CC), and no model has been reported to predict survival and site-specific recurrence simultaneously. Thus, we aimed to develop ML models to predict survival and site-specific recurrence in CC and to guide individual surveillance.MethodsWe retrospectively collected data on CC patients from 2006 to 2017 in four hospitals. The survival or recurrence predictive value of the variables was analyzed using multivariate Cox, principal component, and K-means clustering analyses. The predictive performances of eight ML models were compared with logistic or Cox models. A novel web-based predictive calculator was developed based on the ML algorithms.ResultsThis study included 5112 women for analysis (268 deaths, 343 recurrences): (1) For site-specific recurrence, larger tumor size was associated with local recurrence, while positive lymph nodes were associated with distant recurrence. (2) The ML models exhibited better prognostic predictive performance than traditional models. (3) The ML models were superior to traditional models when multiple variables were used. (4) A novel predictive web-based calculator was developed and externally validated to predict survival and site-specific recurrence.ConclusionML models might be a better analytic approach in CC prognostic prediction than traditional models as they can predict survival and site-specific recurrence simultaneously, especially when using multiple variables. Moreover, our novel web-based calculator may provide clinicians with useful information and help them make individual postoperative follow-up plans and further treatment strategies.     

Blockade of JAK2 signaling produces immunomodulatory effect to preserve pancreatic homeostasis in severe acute pancreatitis

JAK/STAT plays an important role in cytokine signal transduction and it is potentially involved in the proinflammatory response during the early phase of severe acute pancreatitis (SAP). However, whether JAK2 activity is upregulated and whether JAK2 inhibition plays a role in the maintenance of pancreatic homeostasis during SAP is incompletely understood. Here we show that JAK2/STAT3 activity is highly elevated in SAP and blockade of JAK2 by AG-490 protects against SAP-induced pancreatic inflammation and injury. Gene expression and ELISA studies showed that JAK2 inhibition altered the cytokine profiles in both the circulation and pancreases. Further analysis revealed that JAK2 inhibition restored the level of cytokines critical for macrophage polarization towards M2 macrophage. Our findings suggest that pharmacological targeting at JAK2/STAT signalling may be an effective choice of therapeutic interventions against SAP.     

烟粉虱内共生菌Rickettsia在植物体内的形态及动态变化

[目的]通过研究烟粉虱Bemisia tabaci取食传入植物体内的昆虫内共生菌种类,探明其在不同植物中的分布形态及时空动态.[方法]以B型烟粉虱、棉花、番茄、豇豆为实验材料,利用常规PCR检测烟粉虱取食后传入植物体内的共生菌种类;利用透射电镜(Transmission electron microscope,TEM)检测Rickettsia传入植物后的分布及形态;利用q-PCR技术检测豇豆叶片中Rickettsia含量的动态变化.[结果]B型烟粉虱体内含有原生共生菌P0rtiera、次生共生菌Ricfettsia,Hamiltonella和Hemipteriphilus,但只检测到Rickettsia可经烟粉虱传入棉花、番茄、豇豆植物体内,并可在植物体内存活、转移.在3种植物体内Rickettsia均分布于叶片韧皮部的筛管细胞中.烟粉虱、棉花、番茄组织内的Rickettsia形态基本一致,但豇豆中Rickettsia在形态上较小而钝圆.相同数量的烟粉虱取食,在豇豆体内最先检测到Rickettsia.随着烟粉虱取食时间的增加,豇豆体内的Rickettsia含量先增加后下降;而当无烟粉虱持续取食时,一定时间段内豇豆体内的Rickettsia先下降再小幅度上升,并可以在一定时间内保持不变.基于16S rDNA序列的系统发育分析表明,传入棉花、番茄、豇豆叶片中的Rickettsia与B型烟粉虱体内的Rickettsia高度同源.[结论]Rickettsia可经烟粉虱取食传入植物体内,分布并存活于韧皮部的筛管细胞中,并可在植物不同叶片之间转移;在不同植物宿主中,Rickettsia的形态会发生轻微变化;烟粉虱对Rickettsia的传播效率受到植物种类的影响.     

Characterization of complement 1q binding protein of tiger shrimp,Penaeus monodon,and its C1q binding activity

The receptor for the globular heads of C1q, C1qBP/gC1qR/p33, is a multicompartmental, multifunctional cellular protein with an important role in infection and in inflammation. In the present study, we identified and characterized the complement component 1q subcomponent binding protein (C1qBP) from the tiger shrimp Penaeus monodon (designated as PmC1qBP). The open reading frame of PmC1qBP encodes 262 amino acid residues with a conserved MAM33 domain, an arginine-glycine-aspartate cell adhesion motif, and a mitochondrial targeting sequence in the first 53 amino acids. PmC1qBP shares 32%–81% similarity with known C1qBPs and clusters with lobster gC1qR under phylogenetic analysis. The temporal PmC1qBP mRNA expression in the hepatopancreas was significantly enhanced at 9 h after Vibrio vulnificus challenge. The native PmC1qBP was expressed in the gills, hepatopancreas, ovaries, and intestines as a precursor (38 kDa) and the active peptide (35 kDa). The recombinant PmC1qBP protein was expressed in Escherichia coli BL21, and was purified using nickel–nitrilotriacetic acid agarose. A complement 1q binding assay indicated that the rC1qBP protein competitively binds to C1q in mouse serum. The data reveal that PmC1qBP is not only involved in shrimp immune responses to pathogenic infections, but also cross-binding to the mouse C1q.     

Expression characterization and activity analysis of a cathepsin B from Pacific abalone Haliotis discus hannai

Cathepsin B (EC 3.4.22.1) is a member of lysosomal cysteine protease and has a papain-like fold. In mammals, it is involved in protein degradation and other physiological processes including immune response. However, little is known about the function of cathepsin B in mollusks. In this study, we identified and analyzed a cathepsin B homolog (HdCatB) from Pacific abalone (Haliotis discus hannai), an economically important mollusk species cultured in East Asia. HdCatB is composed of 336 amino acid residues and its mature form is predicted to start at residue 86. HdCatB possesses typical domain architecture of cathepsin B and contains a propeptide region and a cysteine protease domain, the latter containing the four active site residues (Q108, C114, H282, and N302) that are conserved in many different organisms. HdCatB shares 40–60% overall sequence identities with the cathepsin Bofa number of vertebrates and invertebrates and is phylogenetically very close to mollusk cathepsin B. Quantitative real time RT-PCR analysis revealed that HdCatB expression occurred in multiple tissues and was upregulated by bacterial infection. Recombinant HdCatB purified from Escherichia coli exhibited apparent protease activity, which was optimal at 45 °C and pH 6.0. These results indicate that HdCatB is a bioactive protease that is likely to be implicated in the immune response of abalone during bacterial infection.