2种调查方法对四川黑竹沟国家级自然保护区3种雉类种群密度调查的比较

种群数量是物种的重要生态学基础资料,合适的密度调查方法是数量估算的基础。2016年4-5月,采用广泛应用于鸡形目Galliformes鸟类种群密度调查的样线法和样点法,调查了四川黑竹沟国家级自然保护区3种鸡形目鸟类(白腹锦鸡Chrysolophus amherstiae、红腹角雉Tragopan temminckii和血雉Ithaginis cruentus)的种群密度。样线法和样点法估算的雄体密度分别是:白腹锦鸡1.20只/km^2和(6.31±0.98)只/km^2,红腹角雉5.41只/km^2和(0.39±0.17)只/km^2,血雉3.01只/km^2和(5.97±2.70)只/km^2。除红腹角雉外,样点法估算的白腹锦鸡、血雉种群密度均大于样线法。建议针对不同鸡形目鸟类采用不同的调查方法,并尽量扩大样本数量,从而提高调查结果的准确性。     

Integrated analysis of ceRNA network and tumor-infiltrating immune cells in esophageal cancer

Background: Esophageal cancer (ESCA) is one of the most commonly diagnosed cancers in the world. Tumor immune microenvironment is closely related to tumor prognosis. The present study aimed at analyzing the competing endogenous RNA (ceRNA) network and tumor-infiltrating immune cells in ESCA.Methods: The expression profiles of mRNAs, lncRNAs, and miRNAs were downloaded from the Cancer Genome Atlas database. A ceRNA network was established based on the differentially expressed RNAs by Cytoscape. CIBERSORT was applied to estimate the proportion of immune cells in ESCA. Prognosis-associated genes and immune cells were applied to establish prognostic models basing on Lasso and multivariate Cox analyses. The survival curves were constructed with Kaplan–Meier method. The predictive efficacy of the prognostic models was evaluated by the receiver operating characteristic (ROC) curves.Results: The differentially expressed mRNAs, lncRNAs, and miRNAs were identified. We constructed the ceRNA network including 23 lncRNAs, 19 miRNAs, and 147 mRNAs. Five key molecules (HMGB3, HOXC8, HSPA1B, KLHL15, and RUNX3) were identified from the ceRNA network and five significant immune cells (plasma cells, T cells follicular helper, monocytes, dendritic cells activated, and neutrophils) were selected via CIBERSORT. The ROC curves based on key genes and significant immune cells all showed good sensitivity (AUC of 3-year survival: 0.739, AUC of 5-year survival: 0.899, AUC of 3-year survival: 0.824, AUC of 5-year survival: 0.876). There was certain correlation between five immune cells and five key molecules.Conclusion: The present study provides an effective bioinformatics basis for exploring the potential biomarkers of ESCA and predicting its prognosis.     

Post-translational modification of RNA m6A demethylase ALKBH5 regulates ROS-induced DNA damage response

Faithful genome integrity maintenance plays an essential role in cell survival. Here, we identify the RNA demethylase ALKBH5 as a key regulator that protects cells from DNA damage and apoptosis during reactive oxygen species (ROS)-induced stress. We find that ROS significantly induces global mRNA N⁶-methyladenosine (m⁶A) levels by modulating ALKBH5 post-translational modifications (PTMs), leading to the rapid and efficient induction of thousands of genes involved in a variety of biological processes including DNA damage repair. Mechanistically, ROS promotes ALKBH5 SUMOylation through activating ERK/JNK signaling, leading to inhibition of ALKBH5 m⁶A demethylase activity by blocking substrate accessibility. Moreover, ERK/JNK/ALKBH5-PTMs/m⁶A axis is activated by ROS in hematopoietic stem/progenitor cells (HSPCs) in vivo in mice, suggesting a physiological role of this molecular pathway in the maintenance of genome stability in HSPCs. Together, our study uncovers a molecular mechanism involving ALKBH5 PTMs and increased mRNA m⁶A levels that protect genomic integrity of cells in response to ROS.     

Independent component analysis based gene co-expression network inference (ICAnet) to decipher functional modules for better single-cell clustering and batch integration

With the tremendous increase of publicly available single-cell RNA-sequencing (scRNA-seq) datasets, bioinformatics methods based on gene co-expression network are becoming efficient tools for analyzing scRNA-seq data, improving cell type prediction accuracy and in turn facilitating biological discovery. However, the current methods are mainly based on overall co-expression correlation and overlook co-expression that exists in only a subset of cells, thus fail to discover certain rare cell types and sensitive to batch effect. Here, we developed independent component analysis-based gene co-expression network inference (ICAnet) that decomposed scRNA-seq data into a series of independent gene expression components and inferred co-expression modules, which improved cell clustering and rare cell-type discovery. ICAnet showed efficient performance for cell clustering and batch integration using scRNA-seq datasets spanning multiple cells/tissues/donors/library types. It works stably on datasets produced by different library construction strategies and with different sequencing depths and cell numbers. We demonstrated the capability of ICAnet to discover rare cell types in multiple independent scRNA-seq datasets from different sources. Importantly, the identified modules activated in acute myeloid leukemia scRNA-seq datasets have the potential to serve as new diagnostic markers. Thus, ICAnet is a competitive tool for cell clustering and biological interpretations of single-cell RNA-seq data analysis.     

甜菜夜蛾半胱天冬酶基因的克隆及对细胞凋亡 诱导剂和病原微生物感染的表达响应

【目的】本研究旨在明确甜菜夜蛾Spodoptera exigua半胱天冬酶(caspase)在细胞凋亡诱导剂诱导和病原微生物胁迫下的表达模式,为丰富鳞翅目昆虫细胞凋亡机制研究奠定基础。【方法】利用RT-PCR技术从甜菜夜蛾3龄幼虫体内扩增两个半胱天冬酶基因(SeCasp-3和SeCasp-4)编码区的全长;利用qPCR技术分别检测两个半胱天冬酶基因在细胞凋亡诱导剂过氧化氢(hydrogen peroxide, H₂O₂)(100 μmol/L)、放线菌素D(actinomycin D, ActD)(10 μg/mL)和地塞米松(dexamethasone, DEX)(50 μg/mL)诱导后甜菜夜蛾脂肪体细胞中及病原菌苏云金芽孢杆菌Bacillus thuringiensis kurstaki (Btk)(10⁸个细菌/mL)、大肠杆菌TG1菌株Escherichia coli TG1 (E. coli TG1)(10⁸个细菌/mL)、烟芽夜蛾囊泡病毒3h株(Heliothis virescens ascovirus 3h, HvAV-3h)(1.16×10¹¹个基因组拷贝/mL)和苜蓿银纹夜蛾核型多角体病毒(Autographa californica multiple nucleopolyhedrovirus, AcMNPV)(5 000 OBs/μL)感染后甜菜夜蛾3龄幼虫体内的表达模式。【结果】SeCasp-3(GenBank登录号: MW183334)的编码区长942 bp,共编码313个氨基酸;SeCasp-4(GenBank登录号: MW183335)的编码区长843 bp,共编码280个氨基酸。SeCasp-3和SeCasp-4的假定蛋白序列与家蚕Bombyx mori Dronc的氨基酸序列一致性分别为45.54％和58.46％,且SeCasp-3和SeCasp-4之间具有较高的同源性。SeCasp-3和SeCasp-4在不同化学物质诱导下的甜菜夜蛾脂肪体细胞中的表达模式存在明显差异,在100 μmol/L H₂O₂和10 μg/mL ActD处理后24和48 h,脂肪体细胞中SeCasp-3和SeCasp-4的相对表达量均显著升高;50 μg/mL DEX处理后24和48 h,SeCasp-3的相对表达量未见显著变化,但SeCasp-4的相对表达量升高了数千倍。在不同病原微生物感染后的甜菜夜蛾3龄幼虫体内,SeCasp-3和SeCasp-4的表达模式基本相同。一般线性模型的分析结果表明,Btk和E. coli TG1的感染不造成SeCasp-3和SeCasp-4相对表达量的显著变化,而HvAV-3h和AcMNPV的感染则显著抑制了这两个基因的表达。【结论】本研究鉴定了两个甜菜夜蛾半胱天冬酶基因,并分析了其对细胞凋亡诱导剂和病原微生物感染的表达响应,为进一步探究半胱天冬酶功能和昆虫细胞凋亡过程提供了重要的理论基础。     

Plant Growth-Promoting Effect of the Chitosanolytic Phosphate-Solubilizing Bacterium Burkholderia gladioli MEL01 After Fermentation with Chitosan and Fertilization with Rock Phosphate

Phosphate-solubilizing bacteria (PSB) are important plant growth-promoting rhizobacteria that can increase soil fertility through the solubilization of insoluble inorganic phosphate and organophosphorus. In this study, a PSB, Burkholderia gladioli MEL01, was isolated and identified from rice–wheat rotation rhizosphere soil. MEL01 had an excellent phosphate-solubilizing capacity (reaching 107.69 mg/L) toward insoluble inorganic phosphate rock phosphate. HPLC analysis revealed that the mechanism of phosphate solubilization of MEL01 was probably due to secreted oxalic acid and gluconic acid transformation of phosphate from insoluble to soluble. MEL01 also exhibited 4030 U/L specific chitosanase activity when cultured with chitosan fermentation medium. Interestingly, the chitosan hydrolysis product chitooligosaccharide could significantly enhance the MEL01 phosphate-solubilizing capacity. Pot experiments showed that MEL01 chitosan medium fermentation liquor (MCMFL) could promote improvement of soil available phosphorus and pakchoi growth when supplemented with phosphate rock phosphate as the phosphate fertilizer. In addition, pot experiments demonstrated that MCMFL could also promote the growth of wheat, which could decrease the amount of compound fertilizer used. Microbial diversity analysis showed that the genera Pseudomonas, Burkholderia, Mycoplana, and Cellvibrio were enriched, which might participate in synergetic phosphate solubilization. Therefore, after fermentation with chitosan and fertilization with rock phosphates, MEL01 has potential as a phosphate biofertilizer in ecological agricultural production.

     

深圳近海公园植物群落结构特征及其与景观格局的相关性

城市公园植物群落为城市生态系统提供重要的生态服务。对深圳最具代表性的6个近海城市公园进行实地调查,同时结合高分辨率的遥感图像,分析其植物群落结构特征及其与公园内部景观格局的相关关系。结果表明：（1）共调查到近海公园植物108科310属471种,其中乡土植物82科169属231种。草本植物中乡土植物比例较高,而木本中乡土植物占比较低。（2）TS-4和H-1分别是近海公园最常见的乔灌群落类型和草本群落类型,其样地量分别占总量的39%和26%。常见群落的指示种多数具有热带性质并占据主体地位。（3）公园中灌木植物种数低于乔木和草本植物,但群落稳定性较高。（4）半自然型和人工型近海公园各类植物的相似性,以灌木层植物最低。（5）公园整体景观格局中,斑块密度与林地面积比、林地最大斑块面积比呈显著负相关（P<0.05）。（6）各层植物多样性也受到景观格局显著影响：草本层植物多样性与草地、林地的斑块形状复杂程度分别呈显著负相关（P<0.05）;灌木层植物多样性与林地、水体的景观破碎度呈显著负相关（P<0.05）;乔木层植物多样性与草地最大斑块指数呈显著负相关（P<0.05）。公园景观破碎度的增大可能会导致植被景观面积减少。建议在公园植物造景初期就要重视对灌木的运用,尤其是一些生态本底比较脆弱的公园,以提高植物群落的稳定性和低维护性。同时应尽可能保留大面积的核心植被生态斑块,更好地发挥其生态功能。研究结果可为城市公园的规划设计、植物群落的优化配置与城市生物多样性保护提供依据。     

代谢工程发展30年

代谢工程学科建立30年以来先后与分子生物学、系统生物学和合成生物学发生深度的交叉融合,并在此基础上获得了飞速发展,极大地促进了生物技术产业的进步和升级。文中首先基于SCI论文发表情况对30年来代谢工程学术研究现状和我国在该领域的地位和影响力进行了分析,随后总结了近10年来系统生物学方法和合成生物学的主要使能技术在代谢工程中的应用。最后讨论了目前代谢工程发展中存在的主要问题和今后的发展趋势。