基于约束的建模方法在代谢网络中的应用研究

代谢网络在各种细胞功能和生命过程中发挥着至关重要的作用。随着细胞网络重建工程的迅速发展,可用的基因组水平代谢网络越来越多,因而计算方法在这些网络的结构功能分析中越来越重要。基于约束的建模方法不像图论方法那样仅考虑代谢模型的纯拓扑结构,也不像各种动力学建模方法那样需求详尽的热力学参数,因而极具优势。采用基于约束的建模方法对一个含619个基因,655个代谢物和743个代谢反应的金黄色葡萄球菌(Staphylococcusaureus)代谢网络进行了分析,主要研究了该模型的网络结构特征,以及其最优生长率、动态生长情况和基因删除学习等。本研究提供了一个对金黄色葡萄球菌代谢网络进行约束建模分析的初步框架。     

定量蛋白质组学分析链霉素耐药和敏感结核分枝杆菌临床分离株

[目的]发现结核分枝杆菌(Mycobacterium tuberculosis)链霉素耐药相关的潜在菌体蛋白.[方法]以结核分枝杆菌临床分离链霉素敏感株01105和结核分枝杆菌H37Rv为对照,采用iTRAQ技术和生物信息学鉴定并相对定量结核分枝杆菌临床分离链霉素耐药株01108菌体蛋白,并通过WEGO功能注释聚类分析01108菌株差异表达蛋白的细胞组分、分子功能和生物进程.[结果]01108菌株分别与01105菌株和H37Rv菌株比较差异表达蛋白为194个和146个,01108菌株与01105菌株和H37Rv比较均差异表达蛋白121个(共同差异表达蛋白).差异表达蛋白理论相对分子量和等电点分布广泛,其生物进程主要参与中间代谢、呼吸作用和脂质代谢,分子功能主要为催化活性功能和结合功能.共同差异表达蛋白:7个核糖体蛋白(Rv2785c,Rv0056,Rv0641,Rv0652,Rv0701,Rv1630和Rv2442c)在01108菌株中表达下调;7个蛋白在01108菌株中显著差异表达(上调大于1.20倍或下调小于0.55倍),分别为巯基过氧化物酶(Rv1932)、酰基载体蛋白脱氢酶(Rv0824c)、30S核糖体蛋白S15 (Rv2785c)、丙酮酸脱氢酶E2部分(Rv2215)、双组份转录调控蛋白(Rv3133c)以及假定未知蛋白(Rv2466c和Rv2626c).[结论]iTRAQ发现了链霉素耐药结核分枝杆菌相对于链霉素敏感结核分枝杆菌和H37Rv共同差异表达蛋白,为进一步探讨结核分枝杆菌链霉素耐药机制奠定了基础.     

差显技术分析结核杆菌H37Rv与H37Ra差异表达的基因*

采用差异显示技术比较了结核分支杆菌强毒株H37Rv和弱毒株H37Ra在体外培养条件下的基因表达差异。通过20种引物组合进行mRNA差异显示,克隆到了两菌株间的20余个差异表达基因,经序列分析及杂交鉴定发现其中2个基因仅在H37Rv中表达。其中Rv1894 c基因编码的可能是H37Rv中的一个新蛋白。而在H37Ra的基因组中含有这2个基因的编码序列,但均未检测到基因的表达。     

差显技术分析结核杆菌H37Rv与H37Ra差异表达的基因

采用差异显示技术比较了结核分支杆菌强毒株H37Rv和弱毒株H37Ra在体外培养条件下的基因表达差异。通过20种引物组合进行mRNA差异显示,克隆到了两菌株间的20余个差异表达基因,经序列分析及杂交鉴定发现其中2个基因仅在H37Rv中表达。其中Rv1894c基因编码的可能是H37Rv中的一个新蛋白。而在H37Ra的基因组中含有这2个基因的编码序列,但均未检测到基因的表达。     

转录因子PaPho与丝状真菌Podospora anserina中磷元素的吸收和利用研究

作为生物体必需的营养元素之一,磷在物质代谢、信号传导和能量储存中起着关键作用。【目的】研究丝状真菌Podospora anserina中调控磷酸盐代谢相关转录因子的作用,可进一步阐明真核微生物中磷元素吸收的调控机制。【方法】利用同源重组的方法定点敲除P.anserina中2个磷代谢相关转录因子PaPho1和PaPho2,遗传杂交构建双重突变体ΔPaPho1ΔPaPho2;通过表型分析、无机磷含量测定和酸性磷酸酶活性测定分析各突变菌株的变化;利用实时定量聚合酶链反应(real-time quantitative polymerase chain reaction,RT-qPCR)分析磷代谢相关基因的表达情况。【结果】在无机磷作为唯一磷来源的培养基上,ΔPaPho1ΔPaPho2无法生长;在添加有机磷的培养基中,ΔPaPho1ΔPaPho2和野生型菌株生长无显著性差异。在同时添加有机磷和无机磷的培养基中,ΔPaPho1ΔPaPho2的无机磷含量和酸性磷酸酶活性比野生型菌株的分别下降了25.0%和61.9%,ΔPaPho1ΔPaPho2中无机磷酸盐转运蛋白基因的表达水平显著降低。【结论】在P...     

利用表型芯片系统高通量分析H37Ra与H37Rv差异表型

H37Rv是结核分枝杆菌标准有毒株,H37Ra是从H37Rv获得的稳定减毒株,但目前H37Ra毒力减弱原因尚不完全清楚。本研究利用表型芯片系统,高通量分析H37Ra生长表型,并与H37Rv表型比较,筛选两菌株表型差异,分析与H37Ra毒力减弱可能的相关表型及分子机制。结果发现,与H37Rv相比,H37Ra耐酸及耐渗透压能力显著下降,且不能利用丁二酸单甲酯和吐温40作为碳源。结核分枝杆菌耐酸能力直接影响其在吞噬体中的生存和代谢,耐高渗能力影响其必需营养物质的跨膜运输,代谢途径的改变影响其在宿主内的能量摄取,三者改变均可能与H37Ra毒力减弱相关。     

新型抗结核分枝杆菌药物筛选模型的建立

为建立基于酶水平和细胞水平的新型抗结核分枝杆菌（Mycobacterium tuberculosis）药物的筛选模型,以M.tuberculosis H37Rv基因组DNA为模板,PCR特异性扩增异柠檬酸裂解酶（ICL）基因,构建表达载体,在E.coli BL21（DE3）中高效表达,使用N i2＋亲和层析柱纯化重组ICL,检测其活性。优化ICL酶反应条件,考察待筛选样品溶剂对酶活性的影响,建立ICL抑制剂酶水平筛选模型;考察与优化耻垢分枝杆菌（Mycobacterium smegma）在以乙酸盐为唯一碳源的培养基中的生长状况,建立基于M.sm egma的乙醛酸代谢途径抑制剂的细胞水平筛选模型;利用上述2种筛选模型对1 060种可能具有拮抗活性的微生物代谢样品进行初筛和复筛,两者筛选结果正相关性较好。     

结核分枝杆菌Rv0859基因的克隆、表达、纯化及蛋白的亚细胞定位

本研究体外克隆了结核分枝杆菌Rv0859基因, 融合表达并纯化了Rv0859蛋白。首先提取H37Rv标准菌株中的基因组DNA, 设计Rv0859基因两端的引物, 以H37Rv基因组DNA为模板通过PCR方法扩增Rv0859基因。用Hind III和BamHⅠ两种限制性内切酶双切Rv0859基因, T4连接酶连接到pET30载体上, 再转入大肠杆菌JF1125中, 经过筛选鉴定后抽提质粒测序, 得到重组正确载体, 转化到表达宿主大肠杆菌BL21中。用IPTG进行诱导表达, 通过聚丙酰胺凝胶电泳(SDS-PAGE)及质谱鉴定重组表达蛋白。0.05 mol/L浓度的IPTG 37°C诱导4 h重组蛋白的表达量最高。制备重组蛋白的多克隆抗体, 通过亚细胞分离及Western-blotting分析蛋白的亚细胞定位。结果成功地构建原核表达载体pET30a-Rv0859, 并获得47845 D左右的大量表达的Rv0859蛋白, Western-blotting结果表明Rv0859蛋白主要定位于细胞膜中, 微量存在于细胞壁中, 为进一步的Rv0859蛋白功能研究奠定了一定的基础。     

大肠杆菌ptsHI-crr基因的敲除及其对苯丙氨酸生产的影响

L-苯丙氨酸(L-phenylalanine)是重要的食品和医药中间体。利用大肠杆菌发酵葡萄糖生产苯丙氨酸时,对葡萄糖转运起重要作用的磷酸烯醇丙酮酸糖磷酸转移酶系统(PTS)对苯丙氨酸产量有很大影响。由ptsHI-crr操纵子编码的磷酸组氨酸载体蛋白(HPr),酶I(EI)和酶IIAGlc是PTS的必要组分,通过敲除ptsHI-crr得到PTS缺陷菌株,可以使葡萄糖代谢更多地流向苯丙氨酸生物合成。采用Red同源重组技术将大肠杆菌染色体上的ptsHI-crr基因替换为四环素抗性基因,得到PTS缺陷菌株。该菌株在以葡萄糖为惟一碳源的培养基中摇瓶培养,菌密度为对照菌株的2.7倍,苯丙氨酸产量为对照菌株的6.3倍。     

理性设计和构建过量合成莽草酸的大肠杆菌代谢工程菌

利用代谢工程手段理性改造野生大肠杆菌的莽草酸(Shikimic acid,SA)合成途径及相关代谢节点,以构建高产莽草酸的工程菌株.根据细胞代谢网络分析,利用Red-Xer重组系统连续删除了野生型大肠杆菌CICIMB0013的莽草酸激酶基因(aroL、aroK),葡萄糖磷酸转移酶系统(PTS)的关键组分EIICBglc的编码基因(ptsG)以及奎宁酸/莽草酸脱氢酶基因(ydiB)并系统评价了基因删除对细胞的生长、葡萄糖代谢和莽草酸积累的影响.aroL、aroK的删除阻断了莽草酸进一步转化成为莽草酸-3-磷酸,初步提高莽草酸的累积.删除ptsG基因使大肠杆菌PTS系统部分缺失,细胞通过GalP-glk(半乳糖透性酶-葡萄糖激酶)途径,利用ATP将葡萄糖磷酸化后进入细胞.利用该途径运输葡萄糖能够减少PEP的消耗,使得更多的碳代谢流进入莽草酸合成途径,从而显著提高了莽草酸的产量.在此基础上删除ydiB基因,阻止了莽草酸合成的前体物质3-脱氢奎宁酸转化为副产物奎宁酸(Quinic acid,QA),进一步提高了莽草酸的累积.初步发酵显示4个基因缺失的大肠杆菌代谢工程菌生产莽草酸的能力比原始菌提高了90多倍.     

Dataset of potential targets for Mycobacterium tuberculosis H37Rv through comparative genome analysis

Mycobacterium tuberculosis is the causative agent of the disease, tuberculosis and H37Rv is the most studied clinical strain. We use comparative genome analysis of Mycobacterium tuberculosis H37Rv and human for the identification of potential targets dataset. We used DEG (Database of Essential Genes) to identify essential genes in the H37Rv strain. The analysis shows that 628 of the 3989 genes in Mycobacterium tuberculosis H37Rv were found to be essential of which 324 genes lack similarity to the human genome. Subsequently hypothetical proteins were removed through manual curation. This further resulted in a dataset of 135 proteins with essential function and no homology to human.     

3-Ketosteroid 9α-hydroxylase is an essential factor in the pathogenesis of Mycobacterium tuberculosis

Mycobacterium tuberculosis H37Rv contains the kshA ( Rv3526 ) and kshB ( Rv3571 ) genes, encoding 3-ketosteroid 9α-hydroxylase (KSH). Consistent with their predicted roles, the Δ kshA and Δ kshB deletion mutants of M. tuberculosis H37Rv were unable to use cholesterol and 4-androstene-3,17-dione as primary carbon and energy sources. Interestingly, Δ kshA and Δ kshB mutants were also unable to metabolize the steroid substrate 5α-androstane-3,17-dione, whereas wild-type M. tuberculosis H37Rv could. The deletion of either of these genes lead to rapid death of the microorganism in murine infection models and in macrophages, showing that kshA and kshB are essential factors for M. tuberculosis pathogenesis. Penta-acylated trehalose (PAT) biosynthesis was altered in the Δ kshB mutant, but not the Δ kshA mutant. The Δ kshB mutant synthesizes all other types of lipids. The Δ kshB mutant had a thickened outer layer in its cell wall. KshB thus appears to be involved in multiple processes, probably as a reductase of different oxygenases. We conclude that an impaired 3-ketosteroid 9α-hydroxylase activity is the cause of the highly attenuated phenotype of our M. tuberculosis H37Rv mutants.     

Identification of unique genetic markers in Rv0927c among Mycobacterium tuberculosis W-Beijing strains

Fifty-six clinical isolates of Mycobacterium tuberculosis were analyzed by spoligotyping to determine the prevalence of W-Beijing strains. Forty-nine of the 56 isolates belonged to W-Beijing strains and 7 isolates were non-Beijing strains. Comparative two-dimensional gel electrophoresis analysis of protein patterns between the W-Beijing and non-Beijing strains identified a unique protein Rv0927c that is absent in the former but present in the latter and the reference strain M. tuberculosis H37Rv. Compared with 7 non-Beijing clinical isolates and H37Rv, all 49 W-Beijing strains had two characteristic mutations, a deletion of AGC at nucleotide position 421 of Rv0927c gene encoding a putative short dehydrogenase/reductase, causing deletion of serine codon at amino acid position 141 and a -127 G-->A mutation in Rv0927c-pstS3 intergenic region, resulting in failure to express Rv0927c. Western blot analysis indicated that polyclonal antibody raised against H37Rv Rv0927c overexpressed in Escherichia coli reacted with non-Beijing strains and H37Rv but not W-Beijing strains. Characteristic mutations of Rv0927c that are present in W-Beijing strains can be used as a novel genetic marker for rapid molecular typing of M. tuberculosis W-Beijing strains.     

利用抑制消减杂交技术研究结核分支杆菌强毒株H37Rv和弱毒株H37Ra的基因差异

为了解结核病的致病分子机理和筛选结核病致病菌的毒力基因,利用抑制消减杂交（SSH）技术分析了结核分支杆菌强毒株H37Rv和弱毒株H37Ra间的基因组DNA间差异。通过Southern杂交验证及序列分析得到仅在强毒株H37Rv基因组中有的DNA片段8个,其中一个编码已知的毒力因子mce蛋白,1个编码PE家族蛋白,1个编码purC合成酶,和4个潜在蛋白,另一个为非编码区片段。其中有2个基因经PCR方法已证实在强毒株H37Rv和临床分离的强毒株中存在,而在H37Ra和临床弱毒株中无;仅在弱毒株H37Ra基因组中的DNA片段3个,其中2个为新基因片段,已被GenBank收录。     

Comparative proteome analysis of culture supernatant proteins of Mycobacterium tuberculosis H37Rv and H37Ra

To examine the virulence factors of Mycobacterium tuberculosis H37Rv, the proteome was used to characterize the differences in protein expression between virulent M. tuberculosis H37Rv and attenuated M. tuberculosis H37Ra. Two-dimensional gel electrophoresis was performed to separate culture supernatant proteins extracted from M. tuberculosis H37Rv and M. tuberculosis H37Ra. The protein spots of interest were identified by mass spectrometry, and then the genes encoding the identified proteins were cloned and sequenced. Comparison of silver-stained gels showed that three well-resolved protein spots were present in M. tuberculosis H37Rv but absent from M. tuberculosis H37Ra. Protein spot no. 1 was identified as Rv2346c. Protein spot no. 2 was identified as Rv2347c, Rv1197, Rv1038c, and Rv3620c, which shared significant homology and had the same peptide fingerprinting using tryptic digestion. No M. tuberculosis protein matched protein spot no. 3. Rv2346c, Rv2347c, Rv1038c, and Rv3620c of M. tuberculosis H37Rv were located on the M. tuberculosis H37Ra chromosome, and multiple mutations were observed in the corresponding areas of M. tuberculosis H37Ra. Codon 59 (CAG, Gln) of Rv2347c and Rv3620c was replaced by termination codon (TAG) in M. tuberculosis H37Ra, which probably terminated the polypeptide elongation. These results demonstrate the importance of studying the gene products of M. tuberculosis and show that subtle differences in isogenic mutant strains might play an important role in identifying the attenuating mutations.