Identification of Genes Involved in Flavonoid Biosynthesis in Sophora japonica Through Transcriptome Sequencing

Sophora japonica is a traditional Chinese medicinal ingredient that is widely used in the medicine, food, and industrial dye industries. Since flavonoids are the main components of S. japonica, studying the flavonoid composition and content of this plant is important. This study aimed to identify molecules involved in the flavonoid biosynthetic pathways in S. japonica. Deep sequencing was performed, and 85,877,352 clean reads were filtered from 86,095,152 raw reads. The clean reads were spliced to obtain 111,382 unigenes, which were then annotated with NR, GO, KEGG, eggNOG. Differential expression analysis and NR function prediction revealed 18 differentially expressed unigenes associated with 13 enzymes in flavonoid biosynthetic pathways. Our results reveal new insights on secondary metabolite biosynthesis‐related genes in S. japonica and enhance the potential applications of S. japonica in genetic engineering.     

Data aggregation at the level of molecular pathways improves stability of experimental transcriptomic and proteomic data

High throughput technologies opened a new era in biomedicine by enabling massive analysis of gene expression at both RNA and protein levels. Unfortunately, expression data obtained in different experiments are often poorly compatible, even for the same biologic samples. Here, using experimental and bioinformatic investigation of major experimental platforms, we show that aggregation of gene expression data at the level of molecular pathways helps to diminish cross- and intra-platform bias otherwise clearly seen at the level of individual genes. We created a mathematical model of cumulative suppression of data variation that predicts the ideal parameters and the optimal size of a molecular pathway. We compared the abilities to aggregate experimental molecular data for the 5 alternative methods, also evaluated by their capacity to retain meaningful features of biologic samples. The bioinformatic method OncoFinder showed optimal performance in both tests and should be very useful for future cross-platform data analyses.     

小菜蛾应对球孢白僵菌感染的免疫应答基因分析

通过室内生物测定,筛选对小菜蛾Plutella xylostella具有高毒力的球孢白僵菌Beauveria bassiana菌株,分析小菜蛾应对球孢白僵菌浸染的免疫应答基因。采用新一代Illumina高通量测序技术对接种/感染48h与未接种的小菜蛾样品分别进行转录组测序,筛选差异表达基因;结合生物信息学分析差异表达基因的功能、分类及涉及的信号通路等。结果表明接种小菜蛾48h后诱导2 434个基因发生差异表达,包括1 080个上调基因和1 354个下调基因。GO分类结果表明,这些差异表达基因（DEGs）被注释到45个GO term中,包括23个生物学过程,12个细胞组分和10个分子功能。KEGG分析表明,1 308个DEGs被富集到25个功能途径,这些DEGs包括497个上调基因和811个下调基因。分析发现,DEGs编码蛋白包含肽聚糖识别蛋白、丝氨酸蛋白酶55、丝氨酸蛋白酶抑制剂以及细胞色素P450 6K1类的免疫相关蛋白。另外,组蛋白、磷酸泛酰半胱氨酸脱羧酶、双链RNA结合蛋白、黑芥子酶等基因在球孢白僵菌侵染过程中也高表达,推测这些基因可能参与小菜蛾应对球孢白僵菌侵染的免疫反应。研究结果为进一步研究小菜蛾免疫相关基因的功能奠定了基础。     

金针菇rDNA序列结构特征分析

rDNA序列中的ITS作为DNA barcoding广泛应用于真菌的系统发育与物种辅助鉴定,IGS被认为可以用于种内水平不同菌株的鉴别。食用菌中还没有完整的rDNA序列的报道。本研究采用二代和三代测序技术分别对金针菇单核菌株“6-3”进行测序,用二代测序的数据对三代测序组装得到的基因组序列进行修正,得到一个在基因完整性、连续性和准确性均较好的基因组序列,对比Fibroporia vaillantii rDNA序列,获得金针菇完整的rDNA序列。金针菇rDNA序列结构分析表明,它有8个rDNA转录单元,长度均为5 903bp,有9个基因间隔区,其长度有较大差异,3 909-4 566bp。rDNA转录单元中,各元件的序列长度分别为：18S rDNA 1 796bp、ITS1 234bp、5.8S rDNA 173bp、ITS2 291bp、28S rDNA 3 410bp。基因间间隔区中,IGS1 1 351-1 399bp、5S rDNA 124bp、IGS2 2 435-3 092bp。金针菇的5S、5.8S、18S、28S rDNA序列准确性得到转录组数据的验证,也得到系统发育分析结果的支持。多序列比对发现,不同拷贝的基因间间隔区序列（IGS1和IGS2）存在丰富的多态性,多态性来源于SNP、InDel和TRS（串联重复序列）,而TRS来源于重复单元的类型和数量。9个基因间间隔区之间,IGS1只有少量的SNP和InDel,IGS2不仅有SNP和InDel,还有TRS。本研究结果提示,在应用IGS进行种内水平不同菌株之间的鉴别时,需要选取不同拷贝之间的保守IGS序列。     

皮肤毛囊发育的转录组研究进展

近年来,转录组测序技术在动物重要经济性状受复杂基因网络的调控研究领域取得了显著的成果。作为哺乳动物皮肤的衍生物,毛囊是唯一具有高度自我更新能力、独特的可再生器官,毛囊细胞经增殖分化最终形成毛发。已有的研究表明,诸多生长因子及其受体作为体内分泌协调基因的重要因素,对毛发的生长发育起着重要的调控作用。文章综述了近年来转录组测序技术在人、小鼠及羊等生物的皮肤毛囊发育和再生过程中基因调控方式的研究进展,旨在为今后人工干扰绒毛周期生长发育和分子育种提供理论依据,同时也为皮肤毛囊相关疾病的临床治疗提供新思路。     

七鳃鳗鳃黏膜免疫系统类淋巴细胞免疫应答遗传基础

近年来,在无颌类脊椎动物七鳃鳗体内发现了以可变淋巴细胞受体(Variable lymphocyte receptors, VLR)为基础的抗原识别机制。为揭示七鳃鳗鳃黏膜免疫系统中类淋巴细胞适应性免疫应答的遗传基础,探索无颌类与有颌类脊椎动物在适应性免疫应答机制上的进化关系,本文构建了日本七鳃鳗(Lampetra japonica)鳃囊组织免疫前后cDNA文库并进行了高通量转录组测序及分析。通过对组装得到的88 525个独立基因(Unigene)进行功能注释,分别有21 704和9769个unigene在GO(Gene Ontology)和KEGG(Kyoto Encyclopedia of Genes and Genomes)数据库得到注释。999个unigene参与免疫系统的多个通路,其中184个与高等脊椎动物TCR(T cell receptor)和BCR(B cell receptor)信号通路的51个分子具有较高的同源关系,说明七鳃鳗体内存在高等脊椎动物适应性免疫应答信号通路的相关分子。本文还发现5个VLRA、7个VLRB和4个VLRC分子,说明七鳃鳗鳃黏膜免疫组织内至少分布3种类淋巴细胞亚群。实时荧光定量PCR结果显示,Lck、Fyn和Zap70基因在免疫激发后表达量显著上调,而Syk、Btk和Blnk基因表达没有显著变化,说明七鳃鳗鳃组织受到抗原刺激后,类似T淋巴细胞的信号转导途径被激活。本研究初步证明,尽管无颌类和有颌类脊椎动物的适应性免疫系统在抗原识别机制上存在不同,但具有共同的遗传基础。研究结果为探讨七鳃鳗VLRA⁺、VLRB⁺和VLRC⁺淋巴细胞免疫应答信号传导过程提供了有价值的线索。