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New stable isotope-mass spectrometric techniques for measuring fluxes through intact metabolic pathways in mammalian systems: introduction of moving pictures into functional genomics and biochemical phenotyping.

The thesis of this review is that fully assembled metabolic pathways in living systems, rather than genes or proteins, are the true units of function in biology and biochemistry. A corollary is that measurement of metabolic fluxes (biochemical kinetics) is thereby required to understand biochemical control and gene function. Recent methodologic advances for improving observability of metabolic pathway fluxes in vivo are reviewed. Stable isotope-mass spectrometric techniques discussed here include mass isotopomer distribution analysis (combinatorial analysis), for measurement of polymerization biosynthesis; 2H(2)O administration, for measuring synthesis of DNA (i.e., cell proliferation), RNA, proteins, lipids, glycolipids and other classes of molecules; non-invasive probes of intracellular metabolism, by sampling secreted metabolites in accessible body fluids, after isotopic labeling of the intracellular pathway; and measurement of multiple molecular fluxes concurrently, particularly through use of 2H(2)O. Examples are given of pathway fluxes measured by each of these techniques, noting the often-surprising results. It is concluded that the introduction of "moving pictures" as tools for biochemical phenotyping could radically alter many signature areas of contemporary biology, including functional genomics, drug discovery and development, and disease research.

Algorithms↗

An integrated functional genomics and metabolomics approach for defining poor prognosis in human neuroendocrine cancers.

Human neuroendocrine (NE) cancers range from relatively indolent to highly aggressive. In this study, we combine functional genomics with metabolomics to identify features of NE cancers associated with a poor outcome. Analysis of GeneChip datasets of primary prostate tumors, as well as lymph node and liver metastases from transgenic mice with a NE cell cancer, plus derived NE cell lines yielded a signature of 446 genes whose expression is enriched in neoplastic mouse prostatic NE cells. This signature was used for in silico metabolic reconstructions of NE cell metabolism, directed liquid chromatography/tandem MS analysis of metabolites in prostatic NE tumors and cell lines, and analysis of GeneChip datasets of human NE tumors with good or poor prognoses. The results indicate that a distinguishing feature of poor-prognosis NE tumors is a glutamic acid decarboxylase-independent pathway for production of GABA and a pathway for production of imidazole-4-acetate that involves dopa decarboxylase and a membrane-associated amine oxidase, amiloride-binding protein 1. Electrophysiological studies disclosed that imidazole-4-acetate can bind and activate GABA(A) receptors expressed by transformed NE cells, thus providing a previously uncharacterized paradigm for NE tumor cell signaling. Transcriptional, metabolic, and electrophysiologic features of transformed mouse NE cells are also evident in neural progenitor cells.

Animals↗

RNAi and viral vectors as useful tools in the functional genomics of plants. Construction of BMV-based vectors for RNA delivery into plant cells.

The sequencing of several complete genomes and the development of a DNA microarray technology are among the most important achievements of molecular biology. They gave the proper grounds for the development of modern functional genomics. However, there is one additional condition which needs to be satisfied to truely enable the study of how a genome works: a suitable method of selectively inducing and silencing the expression of each individual gene. The methods used so far have usually only permitted the influencing of gene expression through genetic manipulations at the DNA level (genetically modified plants). The discovery of RNA interference (RNAi) opens up completely new possibilities of research on the functioning of particular plant genes, without the necessity of altering the genome structure. In this case, interference takes place at the transcript level. Thus, at any given moment during plant development, the expression of a specific gene (or several genes) can be inhibited, even if it is important for the survival of the organism under study. To this end, a double-stranded RNA inducing the RNAi phenomenon has to be delivered into the plant cell. Here we describe the construction of four brome mosaic virus-based vectors, which, as our preliminary data indicate, can be used to transfer RNA into barley cells.

Bromovirus↗

Functional genomics in experimental and human temporal lobe epilepsy: powerful new tools to identify molecular disease mechanisms of hippocampal damage.

The human genome project is a milestone for molecular genetic studies on complex, sporadic disorders in the human central nervous system (CNS). Functional analysis and tissue-/cell-specific expression profiles will be of particular importance anticipating the magnitude of expressed genes in the brain and their dynamic epigenetic modifications. The recent progress in microarray technologies allows expression studies for a large number of genes. In combination with laser-microdissection and quantitative reverse transcription-polymerase chain reaction technologies, such large-scale expression analyses can be successfully addressed in well-defined tissue specimens or cellular subpopulations. Complex, sporadic diseases, such as temporal lobe epilepsy (TLE), are challenging for functional genomics. Issues of particular importance in this field include molecular mechanisms of neurodevelopmental abnormalities, neuronal plasticity and hyperexcitability as well as neuronal cell damage in affected CNS areas. The availability of anatomically well-preserved surgical specimens, i.e. hippocampus obtained from epilepsy patients with Ammon's horn sclerosis or focal lesions not affecting the hippocampus proper as well as comparisons with experimental TLE models may help to elucidate specific molecular-pathological mechanisms during epileptogenesis and in chronic conditions of the disease.

Animals↗

Toward structural and functional genomics of Agrobacterium tumefaciens: linkage map of the left region of linear chromosome.

Genome of A. tumefaciens contains a linear and a circular chromosome. As an initial step of elucidating the structural and functional genomics of this bacterium, linkage map of the left region of its linear chromosome was constructed. Total genomic libraries of A. tumefaciens MAFF301001 were constructed in BAC vectors namely, pFOS1 and pBeloBAC11. Upon construction of sub-libraries, minimum overlapping clones needed to cover the left region was determined. So far, four contigs have been assembled with a total of 19 overlapping clones. Detailed EcoRI physical map of contig III was constructed and it covers a 110 kb region of the Pme5 fragment of the linear chromosome. Seven end regions of the linking clones were partially sequenced but no gene existence was determined due to low homology.

Agrobacterium tumefaciens↗

The naturalist in a world of genomics.

Functional genomics provides new opportunities to address issues of fundamental interest in evolutionary biology and suggests many new research directions that are ripe for evolutionary investigation. New types of data, and the ability to study biological processes from a whole genome perspective, are likely to have a profound impact on evolutionary biology and ecology. To illustrate, we discuss how genomewide gene expression studies can be used to reformulate questions about trade-offs and pleiotropy. We then touch on some of the new research opportunities that the application of functional genomics affords to evolutionary biologists. We end with some brief notes about how evolutionary biology and comparative approaches will probably have an impact on functional genomics.

Animals↗

The impact of mammalian gene regulation concepts on functional genomic research, metabolic engineering, and advanced gene therapies.

Regulation of heterologous gene expression is of prime importance for a wide variety of basic and applied biological research areas including functional genomics, tissue engineering, gene therapy, and biopharmaceutical manufacturing. Initial gene regulation strategies employed endogenous responsive elements, which resulted in pleiotropic interference of transgene expression with host regulatory networks. Current regulation systems are binary and consist of chimeric transactivators and responsive target promoters of heterologous bacterial or insect origin, or they contain artificially designed components. Regulation of generic systems is based on binding of a transactivator to its cognate promoter, which is modulated by specific molecules such as antibiotics or hormones and brings the transactivation domain into contact with a minimal promoter, thereby inducing target gene expression. Binary gene regulation concepts have been significantly refined in recent years with a focus to improve their regulation performance and their compatibility with human-therapeutic use. In this review we present a detailed analysis of currently available mammalian gene regulation systems and document progress that has pioneered the use of such systems in various aspects of human therapy.

Animals↗

Toward functional genomics in bacteria: analysis of gene expression in Escherichia coli from a bacterial artificial chromosome library of Bacillus cereus.

As the study of microbes moves into the era of functional genomics, there is an increasing need for molecular tools for analysis of a wide diversity of microorganisms. Currently, biological study of many prokaryotes of agricultural, medical, and fundamental scientific interest is limited by the lack of adequate genetic tools. We report the application of the bacterial artificial chromosome (BAC) vector to prokaryotic biology as a powerful approach to address this need. We constructed a BAC library in Escherichia coli from genomic DNA of the Gram-positive bacterium Bacillus cereus. This library provides 5.75-fold coverage of the B. cereus genome, with an average insert size of 98 kb. To determine the extent of heterologous expression of B. cereus genes in the library, we screened it for expression of several B. cereus activities in the E. coli host. Clones expressing 6 of 10 activities tested were identified in the library, namely, ampicillin resistance, zwittermicin A resistance, esculin hydrolysis, hemolysis, orange pigment production, and lecithinase activity. We analyzed selected BAC clones genetically to identify rapidly specific B. cereus loci. These results suggest that BAC libraries will provide a powerful approach for studying gene expression from diverse prokaryotes.

Bacillus cereus↗

From functional genomics to systems biology: concepts and practices.

Systems biology is the iterative and integrative study of biological systems as systems in response to perturbations. It is founded on hypotheses formalized in models built from the results of global functional genomics analyses of the complexity of the genome, transcriptome, proteome, metabolome, etc. Its implementation by cross-disciplinary teams in a standardized mode under quality assurance should allow accessing the small variations of the large number of elements determining functioning of biological systems. Galactose utilization in yeast, and sea urchin development are two examples of emerging systems biology.

Animals↗

Large-scale T-DNA mutagenesis in Arabidopsis for functional genomic analysis.

In planta Agrobacterium-mediated transformation combined with a soil-based herbicide selection for transgenic plants was used to recover large numbers of transgenic Arabidopsis plants for functional genomic studies. A tissue-culture-free system for generating transgenic plants was achieved by infiltrating Arabidopsis plants with Agrobacterium tumefaciens harboring a binary T-DNA vector containing the phosphinothricin acetyltransferase gene from Streptomyces hygroscopicus, and by selecting transgenic Arabidopsis growing in soil by foliar application of the herbicide Finale (phosphinothricin). Analysis of herbicide-resistant plants indicated that all were transgenic and that the T-DNA transformation process occurred late during flower development, resulting in a preponderance of independently derived T-DNA insertions. T-DNA insertions were usually integrated in a concatenated, rearranged form, and using linkage analysis, we estimated that T1 plants carried between one and five T-DNA loci. Using pooling strategies, both DNA and seed pools were generated from about 38,000 Arabidopsis plants representing over 115,000 independent T-DNA insertions. We show the utility of these transgenic lines for identifying insertion mutations using gene sequence and PCR-based screening.

Agrobacterium tumefaciens↗

Gene tagging in rice: a high throughput system for functional genomics.

Rice, with its small genome size and well-characterized molecular information, is an ideal model plant for cereal genomics research. Sequence of the rice (Oryza sativa) genome will be determined by the International Rice Genome Sequencing Project (IRGSP) in the near future. Therefore, a large population of mutant plants should be required for adequately assigning function to the abundant sequence information. Here we summarize strategies as well as the progress that has been made in producing gene tags that may be invaluable for understanding the functional genomics of rice.

Journal Article↗

[RNA interference: towards a functional genomics in mammalian cells?].

The discovery of the induction of RNA degradation by double stranded RNA in C. elegans, "RNA interference", makes it possible to envision systematic studies of gene function in mammalian cells. Indeed, in spite of the existence in mammals of the interferon response to double stranded RNA, the introduction of small interfering RNA can induce a sequence specific inhibition of gene expression either through RNA degradation or by blocking translation. Although the inhibition is transient and usually not complete, strategies have been developed to achieve long term gene silencing. The issue of target specificity is still not completely clear and will probably constitute a limitation of this approach. However, because of the unprecedented ease with which large scale screens can be performed, RNA interference has already established itself as the tool of choice to initiate functional genomics in mammalian cells.

Animals↗

Bacterial transfer of large functional genomic DNA into human cells.

Efficient transfer of chromosome-based vectors into mammalian cells is difficult, mostly due to their large size. Using a genetically engineered invasive Escherichia coli vector, alpha satellite DNA cloned in P1-based artificial chromosome was stably delivered into the HT1080 cell line and efficiently generated human artificial chromosomes de novo. Similarly, a large genomic cystic fibrosis transmembrane conductance regulator (CFTR) construct of 160 kb containing a portion of the CFTR gene was stably propagated in the bacterial vector and transferred into HT1080 cells where it was transcribed, and correctly spliced, indicating transfer of an intact and functional locus of at least 80 kb. These results demonstrate that bacteria allow the cloning, propagation and transfer of large intact and functional genomic DNA fragments and their subsequent direct delivery into cells for functional analysis. Such an approach opens new perspectives for gene therapy.

Cell Line, Tumor↗

Functional genomic analysis of cell division in C. elegans using RNAi of genes on chromosome III.

Genome sequencing projects generate a wealth of information; however, the ultimate goal of such projects is to accelerate the identification of the biological function of genes. This creates a need for comprehensive studies to fill the gap between sequence and function. Here we report the results of a functional genomic screen to identify genes required for cell division in Caenorhabditis elegans. We inhibited the expression of approximately 96% of the approximately 2,300 predicted open reading frames on chromosome III using RNA-mediated interference (RNAi). By using an in vivo time-lapse differential interference contrast microscopy assay, we identified 133 genes (approximately 6%) necessary for distinct cellular processes in early embryos. Our results indicate that these genes represent most of the genes on chromosome III that are required for proper cell division in C. elegans embryos. The complete data set, including sample time-lapse recordings, has been deposited in an open access database. We found that approximately 47% of the genes associated with a differential interference contrast phenotype have clear orthologues in other eukaryotes, indicating that this screen provides putative gene functions for other species as well.

Animals↗

Evolutionary and functional genomics of the Archaea.

In the past two years, archaeal genomics has achieved several breakthroughs. On the evolutionary front the most exciting development was the sequencing and analysis of the genome of Nanoarchaeum equitans, a tiny parasitic organism that has only approximately 540 genes. The genome of Nanoarchaeum shows signs of extreme rearrangement including the virtual absence of conserved operons and the presence of several split genes. Nanoarchaeum is distantly related to other archaea, and it has been proposed to represent a deep archaeal branch that is distinct from Euryarchaeota and Crenarchaeota. This would imply that many features of its gene repertoire and genome organization might be ancestral. However, additional genome analysis has provided a more conservative suggestion - that Nanoarchaeum is a highly derived euryarchaeon. Also there have been substantial developments in functional genomics, including the discovery of the elusive aminoacyl-tRNA synthetase that is involved in both the biosynthesis of cysteine and its incorporation into proteins in methanogens, and the first experimental validation of the predicted archaeal exosome.

Archaea↗

Barcoded mutant library enables high-throughput functional genomics in a filamentous fungus.

Advances in sequencing technology enabling rapid and inexpensive whole-genome sequencing highlight how few genes are functionally characterized. This problem is particularly acute in filamentous fungi, where even in the best studied organisms upward of half of genes are poorly characterized or unannotated. High-throughput tools to identify gene function exist for single-celled organisms, like yeast and bacteria. However, filamentous fungi present challenges to high-throughput gene characterization, including low transformation efficiency and multinucleate cells. Filamentous fungi are critical components of nutrient cycling in ecosystems, form symbioses with plants that improve nutrient uptake, and are devastating human, plant, and animal pathogens causing millions of deaths and substantial crop loss each year. Thus, it is critical to overcome challenges to rapid gene characterization in filamentous fungi. We generated a library of hundreds of millions of uniquely barcoded plasmids containing a broad host-range drug resistance marker for ectopic insertion into filamentous fungal genomes by Agrobacterium tumefaciens. We then optimized A. tumefaciens mediated transformation of the biocontrol agent Trichoderma atroviride and made an insertional mutagenesis library containing 83,311 barcoded insertions, disrupting 5,331 of 11,863 predicted genes. This library enables high-throughput screens to rapidly connect genotype to phenotype. Quantifying relative barcode abundance in the pooled library before and after exposure to experimental conditions identified candidate genes and recovered known pathway components in amino acid biosynthetic, fructose utilization, and xylose utilization pathways. This resource establishes a scalable platform for high-throughput functional genomics in filamentous fungi, enabling investigations of fungal biology to improve medical outcomes, biotechnology, and sustainable agriculture.

Genomics↗

LIFEdb: a database for functional genomics experiments integrating information from external sources, and serving as a sample tracking system.

We have implemented LIFEdb (http://www.dkfz.de/LIFEdb) to link information regarding novel human full-length cDNAs generated and sequenced by the German cDNA Consortium with functional information on the encoded proteins produced in functional genomics and proteomics approaches. The database also serves as a sample-tracking system to manage the process from cDNA to experimental read-out and data interpretation. A web interface enables the scientific community to explore and visualize features of the annotated cDNAs and ORFs combined with experimental results, and thus helps to unravel new features of proteins with as yet unknown functions.

Automation↗

A functional genomic study on NCI's anticancer drug screen.

Pharmacogenomics requires massive computer exploration on heterogeneous databases. COMPARE, the gateway to the NCI's anticancer drug screen database, allows users to correlate drug-sensitivity profiles with a functional genomic database. However, most drugs of known molecular mechanism turn out to be uncorrelated with their molecular-target gene expression. Based on a novel statistical concept, liquid association, we develop an on-line system to identify candidate genes that intervene, confound and weaken the drug-gene correlation. The system takes queries and returns button-clickable tables of functionally associated genes for rerouting to knowledgebases such as Locus Link, OMIM and PubMed. We report results that link methotrexate resistance to DNA component biosynthesis, and taxol sensitivity to genes associated with human immunodeficiency virus infection. The drug-sensitivity database can be synergistically coanalyzed with gene expression data to study proteins of poorly understood physiological roles. When applied to the human prion, a cellular context embroidered with the gene expression network of Alzheimer disease is revealed.

Databases, Nucleic Acid↗