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From ORFeome to biology: a functional genomics pipeline.

As several model genomes have been sequenced, the elucidation of protein function is the next challenge toward the understanding of biological processes in health and disease. We have generated a human ORFeome resource and established a functional genomics and proteomics analysis pipeline to address the major topics in the post-genome-sequencing era: the identification of human genes and splice forms, and the determination of protein localization, activity, and interaction. Combined with the understanding of when and where gene products are expressed in normal and diseased conditions, we create information that is essential for understanding the interplay of genes and proteins in the complex biological network. We have implemented bioinformatics tools and databases that are suitable to store, analyze, and integrate the different types of data from high-throughput experiments and to include further annotation that is based on external information. All information is presented in a Web database (http://www.dkfz.de/LIFEdb). It is exploited for the identification of disease-relevant genes and proteins for diagnosis and therapy.

Animals↗

Characterization of open reading frame-expressed sequence tags generated from Bos indicus and B. taurus mammary gland cDNA libraries.

Sequence-based gene expression data are used to interpret results from functional genomic and proteomics studies. Although more than 300 000 bovine-expressed sequence tags (ESTs) are available in public databases, a more thorough and directed sampling of the expressed genome is needed to identify new transcripts and improve assembly and annotation of existing transcript sequences. Accordingly, we examined the utility of constructing cDNA libraries synthesized by arbitrarily primed RT-PCR of mRNA from tissues not well represented in the publicly available bovine EST database. A total of 33 cDNA libraries were constructed from healthy and infected mammary gland tissues of Brazilian Gir and Holstein cattle. This series of libraries was used to generate 6481 open reading frame-expressed sequence tags (ORESTES) that assembled into 1798 unique sequence elements of which, 1157 did not significantly match sequence assemblies available in the Bos taurus gene index. However, a total of 264 of these 1157 sequence elements aligned with mouse and human expressed sequences demonstrating that ORESTES is an effective resource for discovery of novel expressed sequences in cattle. Furthermore, comparison of the alignment position of bovine ORESTES-derived sequence elements to human gene reference sequences suggested that the priming events for cDNA synthesis more often occurred at the central portion of a transcript, which may have contributed to the relatively high rate of novel sequence discovery.

Animals↗

Biosequence exegesis.

Annotation of large-scale gene sequence data will benefit from comprehensive and consistent application of well-documented, standard analysis methods and from progressive and vigilant efforts to ensure quality and utility and to keep the annotation up to date. However, it is imperative to learn how to apply information derived from functional genomics and proteomics technologies to conceptualize and explain the behaviors of biological systems. Quantitative and dynamical models of systems behaviors will supersede the limited and static forms of single-gene annotation that are now the norm. Molecular biological epistemology will increasingly encompass both teleological and causal explanations.

Animals↗

Animal cytokinesis: from parts list to mechanisms.

The mechanism underlying cytokinesis, the final step in cell division, remains one of the major unsolved questions in basic cell biology. Thanks to advances in functional genomics and proteomics, we are now able to assemble a "parts list" of proteins involved in cytokinesis. In this review, we discuss how to relate this parts list to biological mechanism. For easier analysis, we split cytokinesis into discrete steps: cleavage plane specification, rearrangement of microtubule structures, contractile ring assembly, ring ingression, and completion. We report on the advances that have been made to understand these steps and how they can be integrated into a global understanding of cytokinesis. We also discuss the extent to which classic questions have been answered and identify major outstanding questions.

Animals↗

Epitope tagging.

Epitope tagging is a recombinant DNA method by which a protein encoded by a cloned gene is made immunoreactive to a known antibody. This review discusses the major advantages and limitations of epitope tagging and describes a number of recent applications. Major areas of application include monitoring protein expression, localizing proteins at the cellular and subcellular levels, and protein purification, as well as the analysis of protein topology, dynamics and interactions. Recently the method has also found use in transgenic and gene therapy studies and in the emerging fields of functional genomics and proteomics.

Amino Acid Sequence↗

Database for renal collecting duct regulatory and transporter proteins.

The mammalian kidney collecting duct plays an important role in the fine regulation of Na, K, water, and acid-base balance. Functional genomic and proteomic studies of the kidney offer new opportunities in the understanding of renal physiology and pathophysiology, and the collecting duct is an appropriate target tissue because of the relative simplicity of its cells and the ease of isolating or culturing large numbers of collecting duct cells. Study of the collecting duct includes assessment of gene expression and protein regulation and abundance. For example, DNA and protein microarrays can be used to quantitate gene expression and protein regulation and abundance under varying physiological conditions. An Internet-accessible database has been devised for major collecting duct proteins involved in transport and regulation of cellular processes. The individual proteins included in this database are those culled from literature searches and from previously published studies involving cDNA arrays and serial analysis of gene expression (SAGE). Design of microarray targets for the study of kidney collecting duct tissues is facilitated by the database, which includes links to curated base pair and amino acid sequence data, relevant literature, and related databases. Use of the database is illustrated by a search for water channel proteins, aquaporins, and by a subsequent search for vasopressin receptors. Links are shown to the literature and to sequence data for human, rat, and mouse, as well as to relevant web-based resources. Extension of the database is dynamic and is done through a maintenance interface. This permits creation of new categories, updating of existing entries, and addition of new ones.

Animals↗

Super models.

Model organisms have been used over a century to understand basic, conserved biological processes. The study of these experimental systems began with genetics and development, moved into molecular and cellular biology, and most recently propelled into functional genomics and proteomics. The goal of this review is simple: to discuss the place of model organisms in "The Age of the Ome": the genome, the transcriptome, and the proteome. This review will address the following questions. What exactly is a model organism? What characteristics make an excellent model system? Using the yeast Saccharomyces cerevisiae and the nematode Caenorhabditis elegans as examples, this review will discuss these issues with the aim of demonstrating how model organisms remain indispensable scientific tools for understanding complex biological pathways and human disease.

Animals↗

Mass spectrometry-based metabolic profiling reveals different metabolite patterns in invasive ovarian carcinomas and ovarian borderline tumors.

Metabolites are the end products of cellular regulatory processes, and their levels can be regarded as the ultimate response of biological systems to genetic or environmental changes. We have used a metabolite profiling approach to test the hypothesis that quantitative signatures of primary metabolites can be used to characterize molecular changes in ovarian tumor tissues. Sixty-six invasive ovarian carcinomas and nine borderline tumors of the ovary were analyzed by gas chromatography/time-of-flight mass spectrometry (GC-TOF MS) using a novel contamination-free injector system. After automated mass spectral deconvolution, 291 metabolites were detected, of which 114 (39.1%) were annotated as known compounds. By t test statistics with P < 0.01, 51 metabolites were significantly different between borderline tumors and carcinomas, with a false discovery rate of 7.8%, estimated with repeated permutation analysis. Principal component analysis (PCA) revealed four principal components that were significantly different between both groups, with the highest significance found for the second component (P = 0.00000009). PCA as well as additional supervised predictive models allowed a separation of 88% of the borderline tumors from the carcinomas. Our study shows for the first time that large-scale metabolic profiling using GC-TOF MS is suitable for analysis of fresh frozen human tumor samples, and that there is a consistent and significant change in primary metabolism of ovarian tumors, which can be detected using multivariate statistical approaches. We conclude that metabolomics is a promising high-throughput, automated approach in addition to functional genomics and proteomics for analyses of molecular changes in malignant tumors.

Cluster Analysis↗

Major clinical trials of hypertension: what should be done next?

The National Heart, Lung, and Blood Institute assembled an ad hoc working group to evaluate opportunities for new major clinical trials in the field of hypertension. The mandate of this working group was to consider the possible designs of major randomized clinical trials focused on clinical outcomes that might merit significant investment by the National Institutes of Health. The group concluded that the ideal pragmatic clinical trial would have a factorial design and include a population at elevated risk of cardiovascular disease events. Subjects would be randomized to a target of systolic blood pressure <130 versus 130 to 150 mm Hg for adequate separation of means. Initial treatment with thiazide diuretic would be followed by randomization to angiotensin-converting enzyme inhibitor or angiotensin receptor blocker, beta-blocker, calcium channel blocker, or aldosterone antagonist. A third drug could be added according to a protocol. DNA, proteins, and metabolites would be collected in a sample adequate to assess differential impact of treatment on outcome as a function of genotype, proteomic, and metabolomic expression. Subclinical markers and images would also be measured in a sample of patients to develop evidence of ability to predict ultimate effect on clinical outcomes. This ideal trial would take place within a network, funded for at least a decade, aimed at connecting primary care providers with hypertension specialists. Within the network, substudies or independent studies would be coordinated to develop a continuously improving base of knowledge about the effective delivery of hypertension care.

Cardiovascular Diseases↗

The bag or the spindle: the cell factory at the time of systems' biology.

Genome programs changed our view of bacteria as cell factories, by making them amenable to systematic rational improvement. As a first step, isolated genes (including those of the metagenome), or small gene clusters are improved and expressed in a variety of hosts. New techniques derived from functional genomics (transcriptome, proteome and metabolome studies) now allow users to shift from this single-gene approach to a more integrated view of the cell, where it is more and more considered as a factory. One can expect in the near future that bacteria will be entirely reprogrammed, and perhaps even created de novo from bits and pieces, to constitute man-made cell factories. This will require exploration of the landscape made of neighbourhoods of all the genes in the cell. Present work is already paving the way for that futuristic view of bacteria in industry.

Journal Article↗

Dendritic cells in pathogen recognition and induction of immune responses: a functional genomics approach.

At the 38th Annual Meeting of the Society for Leukocyte Biology held in Oxford this year, the biology of dendritic cells (DCs) and macrophages was discussed. In particular, functional genomics approaches were presented to investigate transcriptional changes during microbe and phagocytes interactions. Here, we report functional genomics studies likely to be of interest to the Journal of Leukocyte Biology readers with a particular emphasis on DC biology. DCs are professional antigen-presenting cells, which are essential for the initiation and regulation of natural killer, T, and T regulatory cell responses. Immature DCs, resident in peripheral sites, are specialized in antigen capture and continually sample soluble and particulate antigens in their local environment. DCs express receptors for cytokines, chemokines, endogenous danger signals, and microbial structures. The interactions between DCs and microorganism are complex, but progress in the past few years has shed light on several aspects of these processes. Infectious disease is the result of an intimate relationship between pathogens and hosts. Thus, understanding the cross-talk between host and pathogen is essential to improve our knowledge of infectious disease. Functional genomics and proteomics applied to DCs and macrophage biology are now providing powerful tools to dissect, at the molecular level, host-pathogen interactions.

Animals↗

Isolation and annotation of 10828 putative full length cDNAs from indica rice.

We reported the isolation and identification of 10828 putative full-length cDNAs (FL-cDNA) from an indica rice cultivar, Minghui 63, with the long-term goal to isolate all full-length cDNAs from indica genome. Comparison with the databases showed that 780 of them are new rice cDNAs with no match in japonica cDNA database. Totally, 9078 of the FL-cDNAs contained predicted ORFs matching with japonica FL-cDNAs and 6543 could find homologous proteins with complete ORFs. 53% of the matched FL-cDNAs isolated in this study had longer 5'UTR than japonica FL-cDNAs. In silico mapping showed that 9776 (90.28%) of the FL-cDNAs had matched genomic sequences in the japonica genome and 10046 (92.78%) had matched genomic sequences in the indica genome. The average nucleotide sequence identity between the two subspecies is 99.2%. A majority of FL-cDNAs (90%) could be classified with GO (gene ontology) terms based on homology proteins. More than 60% of the new cDNAs isolated in this study had no homology to the known proteins. This set of FL-cDNAs should be useful for functional genomics and proteomics studies.

DNA, Complementary↗

Adenovirus-delivered siRNA.

RNA interference is the process that double-stranded RNA (dsRNA) induces the homology-dependent degradation of cognate mRNA mediated by 21- to 23-nt small interfering RNA (siRNA). Successful application of RNAi in functional genomics and proteomics, cancer gene therapy, and virus protection depends on the efficient delivery of siRNA into mammalian cells. The availability of high virus titer, infection of a broad spectrum of cell types, and independence on active cell division makes adenovirus the vector of choice for siRNA delivery. To this end, we developed a new adenovirus shuttle vector designated as pShuttle-H1 to host H1-RNA promoter and unique BglII and HindIII sites for insertion of oligos for expression of siRNA. In this chapter, we describe an adenovirus system that uses a commercially available adenovirus system and pShuttle-H1 to deliver siRNA-expressing cassette into cells to silence a specific gene in mammalian cells.

Adenoviridae↗

Worldwide Innovative Network (WIN) Consortium in Personalized Cancer Medicine: Bringing next-generation precision oncology to patients.

The human genome project ushered in a genomic medicine era that was largely unimaginable three decades ago. Discoveries of druggable cancer drivers enabled biomarker-driven gene- and immune-targeted therapy and transformed cancer treatment. Minimizing treatment not expected to benefit, and toxicity-including financial and time-are important goals of modern oncology. The Worldwide Innovative Network (WIN) Consortium in Personalized Cancer Medicine founded by Drs. John Mendelsohn and Thomas Tursz provided a vision for innovation, collaboration and global impact in precision oncology. Through pursuit of transcriptomic signatures, artificial intelligence (AI) algorithms, global precision cancer medicine clinical trials and input from an international Molecular Tumor Board (MTB), WIN has led the way in demonstrating patient benefit from precision-therapeutics through N-of-1 molecularly-driven studies. WIN Next-Generation Precision Oncology (WINGPO) trials are being developed in the neoadjuvant, adjuvant or metastatic settings, incorporate real-world data, digital pathology, and advanced algorithms to guide MTB prioritization of therapy combinations for a diverse global population. WIN has pursued combinations that target multiple drivers/hallmarks of cancer in individual patients. WIN continues to be impactful through collaboration with industry, government, sponsors, funders, academic and community centers, patient advocates, and other stakeholders to tackle challenges including drug access, costs, regulatory barriers, and patient support. WIN's collaborative next generation of precision oncology trials will guide treatment selection for patients with advanced cancers through MTB and AI algorithms based on serial liquid and tissue biopsies and exploratory omics including transcriptomics, proteomics, metabolomics and functional precision medicine. Our vision is to accelerate the future of precision oncology care.

Humans↗

Direct solubilization of heterologously expressed membrane proteins by incorporation into nanoscale lipid bilayers.

One of the biggest challenges in the field of proteomics is obtaining functional membrane proteins solubilized and dispersed into a physiologically relevant environment that maintains the spectrum of in vivo activities. Here we describe a system composed of nanoscale self-assembled particles, termed Nanodiscs, which contain a single phospholipid bilayer stabilized by an encircling membrane scaffold protein (MSP). Using microsomal membranes of baculovirus-infected Spodoptera frugiperda (Sf9) insect cells overexpressing an N-terminally anchored cytochrome P450 monoxygenase (P450), we demonstrate that target membrane proteins can be directly solubilized and incorporated into distinct populations of Nanodiscs, which can be separated by size chromatography. We show that formation of these Nanodiscs from insect cell membranes allows for the compartmentalization into soluble nanostructures that provide a natural membrane bilayer that avoids the aggregation of membrane proteins often encountered in other reconstitution procedures. Lipid composition analysis and substrate binding analysis of size-fractionated Nanodiscs arrayed in microtiter plates further demonstrates that the Nanodisc system effectively disperses the overexpressed membrane protein into monodispersed bilayers containing biochemically defined lipid components and the target protein in its native from suitable for sensitive high-throughput substrate binding analysis.

Animals↗

Human immunodeficiency virus-mononuclear phagocyte interactions: emerging avenues of biomarker discovery, modes of viral persistence and disease pathogenesis.

Mononuclear phagocytes (MP; bone marrow monocyte-derived macrophages, histiocytes, alveolar macrophages, Kupffer cells, perivascular macrophages, and microglia) function as sentry and surveillance cells by acting as debris scavengers, killers of microbial pathogens, and regulators of immune responses. Interestingly, these same cells are reservoirs and vehicles of dissemination for the human immunodeficiency virus (HIV). How virus alters the MP immunoregulatory activities so it can complete its own life cycle and affect disease is only recently being unravelled. Physiologic, anatomic and functional changes also underlie virus-MP interactions and include multinucleated giant cell formation, changes in ion channel expression and cell volume, and robust secretory responses with the production of numerous secretory factors affecting tissue injury. The balance between such MP activities and ability to both mobilize an adaptive immune response to thwart viral growth underlies the progression of viral infection and clinical disease. This review serves to discuss the functions of MP in HIV disease by bringing together what is known with what remains unknown. The advent of functional genomics and proteomics has opened the ways to address the intricacies of viral-host interactions and has provided new avenues for therapeutic interventions and disease monitoring that takes advantage of specific intracellular relationships between the virus and its host cell.

AIDS Dementia Complex↗

Protein i: interference at protein level by intrabodies.

Immunoglobulin molecules have long been used in biomedical research as in vitro tools for identification, purification and functional manipulation of target proteins. The specificity and diversity of immunoglobulins can be exploited to target a wide range of intracellular proteins by expressing them in vivo. Such antibody molecules, which are expressed intracellularly and directed to defined sub-cellular compartments, are termed 'intrabodies'. They represent a new and versatile tool that has the potential to manipulate diverse biological processes. Gene knockout, antisense and small interfering RNA knockdown techniques, are employed to characterize the function of many gene products and to validate these gene products as potential drug targets for novel therapeutics, but they have their limitations. The experimental results to date suggest that intrabodies represent a powerful alternative to modulate protein function and analyze its effects. Moreover, they can also be utilized to target specific domains of a particular target protein. Even though their clinical application might take a long time, they can play an important role for target identification and validation in functional genomics and/or proteomics. Here we review the latest advances in the concept, construction and applications of Intrabodies.

HIV Infections↗

From genomics to cancer vaccines: patient-tailored or universal vaccines?

There is little doubt about the existence of tumor-associated antigens and T-cell-mediated immune responses against cancer antigens. Antitumor immunity has been identified in many patients with very different types of cancer. Nevertheless, there is still no consensus regarding the correct targets to be used for cancer immunotherapy, including cancer vaccines and adoptive T-cell transfer of tumor antigen-specific T-cells. Certainly, functional genomics and proteomics will have implications on the field of tumor antigen discovery due to the possibility of molecular characterization of whole transcriptomes and proteomes of cancer cells, thereby also identifying potential new targets for cancer immunotherapy. Based on fundamental immunological knowledge, it is hypothesized that the most promising approach would be patient-tailored. Alternatively, if genes are identified in the majority of all cancers, a more universal approach to cancer vaccines can be envisioned. Success with these opposing strategies will greatly rely on whether it is possible to induce robust immunity against the antigens identified, whether technical and regulatory issues of patient-tailored approaches can be adequately addressed, and certainly also which approach will be economically more advantageous.

Animals↗