Identification of five human novel genes associated with cell proliferation by cell-based screening from an expressed cDNA ORF library

The development of functional profiling technologies provides opportunity for high-throughput functional genomics studies. We describe a cell-based screening system to identify novel human genes associated with cell proliferation. The method integrates luciferase reporter gene activity, fluorescence stain, automated microscopy and cellular phenotype assays. We successfully used the system to screen 409 novel human genes cloned by our lab and found that 27 genes significantly up-regulated promoter-Renilla luciferase reporter plasmid (pRL) activity. Among them, five genes, TRAF3IP3, ZNF306, ZNF250, SGOL1, and ZNF434, were determined through morphological observation, calcein AM fluorescence stain, MTT assay and cell cycle analysis to be associated with cell proliferation. Furthermore, we showed that the gene TRAF3IP3, which initially was identified to specifically interact with TRAF3, stimulated cell growth by modulating the c-Jun N-terminal kinase (JNK) pathway, and RNAi of TRAF3IP3 confirmed that the effect was physiological and necessary. In summary, we integrated a rapid and efficient system for screening novel growth regulatory genes. Using the new screening system we identified five genes associated with cell proliferation for the first time.     

A high-throughput screening approach to anthrax lethal factor inhibition

A high-throughput screening approach was used to identify new inhibitors of the metallo-protease lethal factor from Bacillus anthracis. A library of approximately 14,000 compounds was screened using a fluorescence-based in vitro assay and hits were further characterized enzymatically via measurements of IC50 and Ki values against a small panel of metallo-proteases. This study led to the identification of new scaffolds that inhibit LF and the Botulinum Neurotoxin Type A in the low micromolar range, while sparing the human metallo-proteases MMP-2 and MMP-9. Therefore, these scaffolds could be further exploited for the development of potent and selective anti-toxin agents.     

A fluorescence polarization-based screening assay for nucleic acid polymerase elongation activity

We have devised a simple high-throughput screening compatible fluorescence polarization-based assay that can be used to detect the elongation activity of nucleic acid polymerase enzymes. The assay uses a 5' end-labeled template strand and relies on an increase in the polarization signal from the fluorescent label as it is drawn in toward the active site by the action of the enzyme. If the oligonucleotide is sufficiently short, the fluorescence polarization signal can also be used to detect binding prior to elongation activity. We refer to the nucleic acid substrate as a polymerase elongation template element (PETE) and demonstrate the utility of this PETE assay in a microtiter plate format using the RNA-dependent RNA polymerase from poliovirus to extend a self-priming hairpin RNA. The PETE assay provides an efficient method for screening compounds that may inhibit the nucleic acid binding or elongation activities of polymerases.     

An ultrasensitive high-throughput electrochemiluminescence immunoassay for the Cdc42-associated protein tyrosine kinase ACK1

Several drugs inhibiting protein kinases have been launched successfully, demonstrating the attractiveness of protein kinases as therapeutic targets. Functional genomics research within both academia and industry has led to the identification of many more kinases as potential drug targets. Although a number of well-known formats are used for measuring protein kinase activity, some less well-characterized protein kinases identified through functional genomics present particular challenges for existing assay formats when there is limited knowledge of the endogenous substrates or activation mechanisms for these novel kinase targets. This is especially the case when a very sensitive assay is required to differentiate often highly potent inhibitors developed by late-stage medicinal chemistry programs. ACK1 is a non-receptor tyrosine kinase that has been shown to be involved in tumorigenesis and metastasis. Here we describe the development of an extremely sensitive high-throughput assay for ACK1 capable of detecting 240 fmol per well of the kinase reaction product employing a BV-tag-based electrochemiluminescence assay. This assay is universally applicable to protein tyrosine kinases using a BV-tag-labeled monoclonal antibody against phosphotyrosine. Furthermore, this assay can be extended to the evaluation of Ser/Thr kinases in those cases where an antibody recognizing the phospho-product is available.     

A high-throughput strategy to screen 2D crystallization trials of membrane proteins

Electron microscopy of two-dimensional (2D) crystals has demonstrated potential for structure determination of membrane proteins. Technical limitations in large-scale crystallization screens have, however, prevented a major breakthrough in the routine application of this technology. Dialysis is generally used for detergent removal and reconstitution of the protein into a lipid bilayer, and devices for testing numerous conditions in parallel are not readily available. Furthermore, the small size of resulting 2D crystals requires electron microscopy to evaluate the results and automation of the necessary steps is essential to achieve a reasonable throughput. We have designed a crystallization block, using standard microplate dimensions, by which 96 unique samples can be dialyzed simultaneously against 96 different buffers and have demonstrated that the rate of detergent dialysis is comparable to those obtained with conventional dialysis devices. A liquid-handling robot was employed to set up 2D crystallization trials with the membrane proteins CopA from Archaeoglobus fulgidus and light-harvesting complex II (LH2) from Rhodobacter sphaeroides. For CopA, 1 week of dialysis yielded tubular crystals and, for LH2, large and well-ordered vesicular 2D crystals were obtained after 24 h, illustrating the feasibility of this approach. Combined with a high-throughput procedure for preparation of EM-grids and automation of the subsequent negative staining step, the crystallization block offers a novel pipeline that promises to speed up large-scale screening of 2D crystallization and to increase the likelihood of producing well-ordered crystals for analysis by electron crystallography.     

Automated 100-position specimen loader and image acquisition system for transmission electron microscopy

We report the development of a novel, multi-specimen imaging system for high-throughput transmission electron microscopy. Our cartridge-based loading system, called the "Gatling", permits the sequential examination of as many as 100 specimens in the microscope for room temperature electron microscopy using mechanisms for rapid and automated specimen exchange. The software for the operation of the Gatling and automated data acquisition has been implemented in an updated version of our in-house program AutoEM. In the current implementation of the system, the time required to deliver 95 specimens into the microscope and collect overview images from each is about 13 h. Regions of interest are identified from a low magnification atlas generation from each specimen and an unlimited number of higher magnifications images can be subsequently acquired from these regions using fully automated data acquisition procedures that can be controlled from a remote interface. We anticipate that the availability of the Gatling will greatly accelerate the speed of data acquisition for a variety of applications in biology, materials science, and nanotechnology that require rapid screening and image analysis of multiple specimens.     

Isolation of a gene that is involved in Campylobacter jejuni 81116 cytotoxin activation

Cytotoxin fractions were isolated from Campylobacter jejuni 81116 and semi-purified by size-exclusion liquid chromatography. The fraction showing the strongest toxicity was injected into mice to produce antiserum. The antiserum was used to screen a C. jejuni 81116 cosmid library. Nine genes were identified in overlapping cosmid inserts that induced reactivity with the antiserum. One of these genes showed high similarity to a periplasmic protein of unknown function and its isogenic mutant showed decreased toxicity compared to the C. jejuni 81116 wild type. This gene contains a Gram-negative bacterial RTX toxin-activating protein C signature, which suggests it may play a role in C. jejuni 81116 cytotoxin activation.     

Exploration, normalization, and genotype calls of high-density oligonucleotide SNP array data

In most microarray technologies, a number of critical stepsare required to convert raw intensity measurements into thedata relied upon by data analysts, biologists, and clinicians.These data manipulations, referred to as preprocessing, caninfluence the quality of the ultimate measurements. In the lastfew years, the high-throughput measurement of gene expressionis the most popular application of microarray technology. Forthis application, various groups have demonstrated that theuse of modern statistical methodology can substantially improveaccuracy and precision of the gene expression measurements,relative to ad hoc procedures introduced by designers and manufacturersof the technology. Currently, other applications of microarraysare becoming more and more popular. In this paper, we describea preprocessing methodology for a technology designed for theidentification of DNA sequence variants in specific genes orregions of the human genome that are associated with phenotypesof interest such as disease. In particular, we describe a methodologyuseful for preprocessing Affymetrix single-nucleotide polymorphismchips and obtaining genotype calls with the preprocessed data.We demonstrate how our procedure improves existing approachesusing data from 3 relatively large studies including the onein which large numbers of independent calls are available. Theproposed methods are implemented in the package oligo availablefrom Bioconductor.     

冬眠对达乌尔黄鼠盲肠菌群的影响

冬眠哺乳动物的肠道微生物会发生季节性变化,同时在冬眠期间动物处于禁食状态,对肠道微生物的多样性和组成也产生影响。本研究通过16S rRNA基因高通量测序分析达乌尔黄鼠育肥阶段 (起始育肥期、快速育肥期、育肥完成期) 和冬眠阶段 (冬眠早期、冬眠晚期、出眠期) 共6个时期盲肠菌群的多样性、组成和功能,并通过冗余分析 (RDA) 探究其生理特征与菌群组成和功能之间的关系,揭示达乌尔黄鼠盲肠菌群的季节性变化。菌群组成的分析显示达乌尔黄鼠盲肠菌群主要由厚壁菌门 (Firmicutes)、拟杆菌门 (Bacteroidetes) 和疣微菌门 (Verrucomicrobia) 组成。与其他时期相比,冬眠早期厚壁菌门的相对丰度减少,拟杆菌门和疣微菌门的相对丰度增加。在Alpha多样性中,起始育肥期、快速育肥期和冬眠早期的Chao1和ACE指数显著低于出眠期,育肥完成期的Simpson指数显著低于快速育肥期 (P < 0.05) 。通过加权和非加权的UniFrac距离矩阵的主坐标分析发现盲肠菌群均显示出了明显的季节性聚类。PICRUSt分析中,丁酸代谢等代谢通路在育肥阶段富集,冬眠阶段集中在氮代谢等相关通路中。RDA分析显示达乌尔黄鼠不同时期的生理特征与其盲肠菌群的组成和功能显著相关。本研究表明,冬眠使达乌尔黄鼠盲肠菌群的多样性和相对丰度发生改变,盲肠菌群组成和功能的变化调节了达乌尔黄鼠的生理代谢,使达乌尔黄鼠适应季节性的环境变化。