Construction of a risk model of steroid-induced necrosis of the femoral head and prediction of potential Chinese medicine treatments北大核心

背景:随着疾病治疗模式的改变,人们已经意识到中医药在激素性股骨头坏死治疗过程中的重要性,因此利用生物信息学从分子水平分析激素性股骨头坏死的发病机制,构建疾病风险模型,并预测具有潜在治疗作用的中药,为后期中医药治疗激素性股骨头坏死提供一定的理论依据。目的:基于生物信息学挖掘激素性股骨头坏死的竞争性内源RNA(ceRNA)调控网络,分析其在激素性股骨头坏死中的分子调控机制,预测相关疾病靶点并构建疾病风险模型,同时预测具有潜在治疗作用的中药。方法:检索GEO数据库,下载激素性股骨头坏死的矩阵文件GSE123568和基因注释文件GPL15207。借助R语言等软件分析得到差异表达的长链非编码RNA与mRNA,并通过公共数据库预测与差异表达长链非编码RNA关联的miRNA-mRNA,再将预测到的mRNA与差异表达mRNA取交集,整合得到ceRNA网络。随后采用STRING数据库和Cytoscape软件筛选关键基因,利用R语言分析关键基因的功能与相关通路,并挖掘关键ceRNA网络。最后根据关键基因构建激素性股骨头坏死的风险模型,并进行中药预测。结果与结论:(1)与健康对照相比,激素性股骨头坏死患者共有7个长链非编码RNA和1763个mRNAs存在差异表达;(2)筛选出STAT3、KAT2B、AGO4、JAK2、JAK1、PTGS2共6个关键基因;(3)关键基因所富集的功能包括对肽激素的反应、白细胞介素6介导的信号通路、细胞对白细胞介素6的反应等生物学过程,涉及JAK-STAT、脂肪细胞因子、催乳素等信号通路;(4)4种mi RNAs(mi R-135a-5p、mi R-137、mi R-17-5p、miR-20b-5p)和2种长链非编码RNA(SNHG11、C20orf197)可能在导致激素性股骨头坏死发生发展过程中发挥关键作用;(5)KAT2B最有可能是激素性股骨头坏死发生发展的风险因子;(6)郁金、淫羊藿、黄芪具备治疗激素性股骨头坏死疾病靶点的可能。通过对激素性股骨头坏死相关长链非编码RNA介导的ceRNA网络进行分析,识别出潜在的疾病靶点、信号通路及潜在治疗中药,为进一步阐明其发病机制,并为后续的实验研究提供参考依据。     

急性白血病的基因表达谱分析与亚型分类特征的鉴别

本研究基于生物信息学理论，运用模式识别方法和计算技术，对急性白血病的基因表达谱数据进行分析，研究急性白血病的亚型识别与分类信息基因选取问题。首先去除无关基因，然后利用浮动顺序搜索算法搜索特征空间生成候选特征子集，最后以支持向量机作为分类器进行急性白血病的亚型识别，并以误识率为依据鉴别出了5个包含完整分类信息的基因。实验结果表明，本研究鉴别出的5个信息基因能以100％的正确率准确识别急性白血病亚型。     

Multiomics uncovers developing immunological lineages in human

The development of the human immune system during embryonic and fetal life has historically been difficult to research due to limited access to human tissue. Experimental animal models have been widely used to study development but cellular and molecular programmes may not be conserved across species. The advent of multiomic single-cell technologies and an increase in human developmental tissue biobank resources have facilitated single-cell multiomic studies focused on human immune development. A critical question in the near future is "How do we best reconcile scientific findings across multiple omic modalities, developmental time, and organismic space?" In this review, we discuss the application of single-cell multiomic technologies to unravel the major cellular lineages in the prenatal human immune system. We also identify key areas where the combined power of multiomics technologies can be leveraged to address specific immunological gaps in our current knowledge and explore new research horizons in human development.     

人CD226基因SNP和启动子序列分析

目的 研究人CD226（PTA1）启动子及其5‘上游调控序列。方法 应用计算机软件预测启动子序列，并分析人CD226基因5‘上游调控序列以及通过RT－PCR的方法研究开放读框中的单核苷酸多态性。结果 CD226基因在－375bp处和－130bp处可能有两个启动子，含有AP－1，Ets-1,Spl,P300,PU.1,PEA3等转录因子结合序列，在编码胞浆区的序列中存在一个单核苷酸多态性位点。结论 CD226基因表达受到多种转录因子和5‘端上游调控序列的调控。     

Using linked markers to infer the age of a mutation

Advances in sequencing and genotyping technologies over the last decade have enabled geneticists to easily characterize genetic variation at the nucleotide level. Hundreds of genes harboring mutations associated with genetic disease have now been identified by positional cloning. Using variation at closely linked genetic markers, it is possible to predict the times in the past at which particular mutations arose. Such studies suggest that many of the rare mutations underlying human genetic disorders are relatively young. Studies of variation at genetic markers linked to particular mutations can provide insights into human geographic history, and historical patterns of natural selection and disease, that are not available from other sources. We review two approaches for estimating allele age using variation at linked genetic markers. A phylogenetic approach aims to reconstruct the gene tree underlying a sample of chromosomes carrying a particular mutation, obtaining a “direct” estimate of allele age from the age of the root of this tree. A population genetic approach relies on models of demography, mutation, and/or recombination to estimate allele age without explicitly reconstructing the gene tree. Phylogenetic methods are best suited for studies of ancient mutations, while population genetic methods are better suited for studies of recent mutations. Methods that rely on recombination to infer the ages of alleles can be fine‐tuned by choosing linked markers at optimal map distances to maximize the information available about allele age. A limitation of methods that rely on recombination is the frequent lack of a fine‐scale linkage map. Maximum likelihood and Bayesian methods for estimating allele age that rely on intensive numerical computation are described, as well as “composite” likelihood and moment‐based methods that lead to simple estimators. The former provide more accurate estimates (particularly for large samples of chromosomes) and should be employed if computationally practical. Hum Mutat 18:87–100, 2001. © 2001 Wiley‐Liss, Inc.     

Identification and Validation of Nutrient State-Dependent Serum Protein Mediators of Human CD4+ T Cell Responsiveness

Intermittent fasting and fasting mimetic diets ameliorate inflammation. Similarly, serum extracted from fasted healthy and asthmatic subjects’ blunt inflammation in vitro, implicating serum components in this immunomodulation. To identify the proteins orchestrating these effects, SOMAScan technology was employed to evaluate serum protein levels in healthy subjects following an overnight, 24-h fast and 3 h after refeeding. Partial least square discriminant analysis identified several serum proteins as potential candidates to confer feeding status immunomodulation. The characterization of recombinant IGFBP1 (elevated following 24 h of fasting) and PYY (elevated following refeeding) in primary human CD4⁺ T cells found that they blunted and induced immune activation, respectively. Furthermore, integrated univariate serum protein analysis compared to RNA-seq analysis from peripheral blood mononuclear cells identified the induction of IL1RL1 and MFGE8 levels in refeeding compared to the 24-h fasting in the same study. Subsequent quantitation of these candidate proteins in lean versus obese individuals identified an inverse regulation of serum levels in the fasted subjects compared to the obese subjects. In parallel, IL1RL1 and MFGE8 supplementation promoted increased CD4⁺ T responsiveness to T cell receptor activation. Together, these data show that caloric load-linked conditions evoke serological protein changes, which in turn confer biological effects on circulating CD4⁺ T cell immune responsiveness.     

人自噬基因APG5及一个新亚型APG5β的克隆

目的克隆APG5基因并在真核细胞中进行表达,从分子水平研究自噬与凋亡之间的关系。方法应用PCR技术,从人胚脑cDNA文库和B细胞cDNA文库中钓取APG5基因,连接到pEGFP-C1载体,测序确定核苷酸序列并进行生物信息学分析。利用脂质体lipofectin将带有目的基因的载体转入人肝细胞株和Hela细胞株。在共聚焦激光显微镜下观察融合蛋白表达。结果成功地钓取APG5及一个新亚型APG5β基因片段,两者连入pEGFP-C1载体并在Hela细胞株中获得表达。在共聚焦激光显微镜下观察到两者在凋亡细胞中表达。在凋亡诱导刺激下,随着凋亡的提前出现,融合蛋白表达的时间也提前。结论成功克隆APG5/APG5β基因,首次证实并报道一个新亚型APG5β,并在GenBank核酸序列数据库中登录(AF293841)。对两者功能进行了初步研究,为进一步研究自噬与凋亡之间的关系和可变性剪切的调节机制提供了有益的线索。     

Protein profiling in unlocking the basis of varicocele-associated infertility

Varicocele is one of the major causes of male infertility and has a negative impact on spermatogenesis. The conventional semen analysis does not reveal the underlying subcellular mechanisms associated with defects in spermatozoa. Proteomics and bioinformatics analysis can be used to identify the molecular aetiologies associated with poor semen quality in varicocele patients. Mitochondrial dysfunction has been identified as the main factor affecting normal physiological functions of spermatozoa. This article discusses the proteomic studies of spermatozoa and seminal plasma in varicocele patients. Proteomics can identify potential spermatozoa and seminal plasma biomarkers in varicocele-mediated male infertility. In future, these protein biomarkers can be useful in the development of noninvasive diagnostic and therapeutic strategies for varicocele patients.     

当归抽薹开花过程中赤霉素代谢水平及其关键酶基因克隆与表达分析

目的 对当归Angelica sinensis 16个赤霉素（gibberellins,GAs）进行含量测定、GAs代谢酶基因筛选并进行生物信息学分析、关键基因克隆及表达验证,以期为调控当归抽薹开花提供理论依据。方法 利用HPLC-MS/MS对不同材料中GAs含量进行测定与分析,基于当归全长转录组筛选直接参与GAs代谢酶基因,利用在线工具进行生物信息学分析,并对关键酶基因GA2ox6和GA20ox1表达水平进行q RT-PCR检测。结果 在所测定的16个GAs中,8个GAs含量在早薹植株中高于非早薹植株,13个GAs含量随植株发育时期延长逐渐增加。当归全长转录组中含有9个直接参与GAs代谢的酶基因,可分为6个亚家族,共含有6个保守基序,亚细胞定位于细胞质。GA2ox6和GA20ox1基因克隆片段由于插入序列与全长转录组测序片段存在长度差异。GA2ox6基因在抽薹植株、随种苗春化作用和植株发育时期延长呈现低表达,而在冷冻规避春化作用种苗中呈现高表达,GA20ox1基因则相反;GA2ox6和GA20ox1基因在叶和茎中相对于根均呈现高表达。结论 当归含有9个直接参与GAs代谢的酶基因,各成...     

激素性股骨头坏死血管新生相关基因的鉴定及其靶向中药成分筛选验证

目的 基于生物信息学分析筛选激素性股骨头坏死（steroid induced osteonecrosis of femoral head,SONFH）中涉及血管生成相关的基因,进一步探讨其作用机制并筛选靶向中药活性成分。方法 通过Perl语言和R软件处理GEO数据,获得SONFH的关键差异基因,使用David工具进行基因本体（gene ontology,GO）和京都基因与基因组百科全书（Kyoto encyclopedia of genes and genomes,KEGG）分析。然后使用STRING平台和Cytoscape软件分析蛋白互作关系,用MCODE和CytoHubba插件识别重要基因簇模块和核心基因,并进一步验证。使用CTD数据库搜索靶向核心基因的中药活性成分并用autodock vina软件进行分子对接,以及探索核心基因与SONFH的相互作用。利用激素诱导人股骨头骨微血管内皮细胞（bone microvascular endothelial cells,BMECs）,通过CCK-8、细胞划痕实验和Transwell实验观察白藜芦醇对细胞增殖及迁移的影响,通过Western ...