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Functional genomics of membrane transporters in human populations.

Although considerable progress has been made toward characterizing human DNA sequence variation, there remains a deficiency in information on human phenotypic variation at the single-gene level. We systematically analyzed the function of all protein-altering variants of eleven membrane transporters in heterologous expression systems. Coding-region variants were identified by screening DNA from a large sample (n = 247-276) of ethnically diverse subjects. In total, we functionally analyzed 88 protein-altering variants. Fourteen percent of the polymorphic variants (defined as variants with allele frequencies > or =1% in at least one major ethnic group) had no activity or significantly reduced function. Decreased function variants had significantly lower allele frequencies and were more likely to alter evolutionarily conserved amino acid residues. However, variants at evolutionarily conserved positions with approximately normal activity in cellular assays were also at significantly lower allele frequencies, suggesting that some variants with apparently normal activity in biochemical assays may influence occult functions or quantitative degrees of function that are important in human fitness but not measured in these assays. For example, eight (14%) of the 58 variants for which we had measured the transport of at least two substrates showed substrate-specific defects in transport. These variants and the reduced function variants provide plausible candidates for disease susceptibility or variation in clinical drug response.

Biological Transport↗

Functional genomics of the nicotinic acetylcholine receptor gene family of the nematode, Caenorhabditis elegans.

Nicotinic acetylcholine receptors (nAChRs) are ligand-gated ion channels that bring about a diversity of fast synaptic actions. Analysis of the Caenorhabditis elegans genome has revealed one of the most-extensive and diverse nAChR gene families known, consisting of at least 27 subunits. Striking variation with possible functional implications has been observed in normally conserved motifs at the acetylcholine-binding site and in the channel-lining region. Some nAChR subunits are particular to neurons whilst others are present in both neurons and muscles. The localization of subunits in non-synaptic regions suggests novel roles for nAChRs. Genetic and heterologous expression studies have identified a subset of nAChR subunits that are important drug targets while the study of mutants has identified genes functionally-linked to nAChRs. Future studies using C. elegans offer the prospect of increasing our understanding of the functional diversity of a complex nAChR gene family as well as addressing the role of nAChRs and associated proteins in human disorders.

Amino Acid Motifs↗

Functional genomics strategies to identify susceptibility genes and treatment targets in alcohol dependence.

Genetic factors contribute to alcohol dependence through two main categories of mechanisms. The 50-60% heritability observed in this disorder is presumably conferred by polymorphic variants, encoding functionally altered proteins, or leading to differential transcriptional activity. Secondly, long term changes during the process of developing dependence are likely encoded by persistent changes in gene expression. Thus, genetic and environmental factors interact at the level of the transcriptome, making this an attractive level of analysis. For this purpose, we have applied differential display and more recently Affymetrix oligonucleotide gene arrays to models of genetic susceptibility and alcohol-induced neuroadaptation.

Adaptation, Physiological↗

Establishment of ovarian reconstruction system in culture for functional genomic analysis.

In a previous study, we reported a list of genes expressed differentially in primordial and primary follicles [Park et al., Fertil. Steril., 83, 410-418 (2005)]. An innovative experimental system is required to evaluate the functions of these genes in folliculogenesis, particularly primordial-primary follicle transition. In this study, ovarian tissues were dissociated, and isolated cells were transfected using small interfering RNAs (siRNAs) for disrupting a specific gene, followed by ovarian reconstruction via calcium alginate encapsulation. The effects of RNA interference (RNAi) on follicular development were evaluated by a histological observation of the reconstructed ovarian tissue. Interestingly, follicular formation and development showed differences between control and experimental groups. Thus, even though this system includes some problems that need to be solved, ovarian reconstruction following the modification of gene expression of individual ovarian component cells could lead the way to methods of studying molecular mechanisms of primordial-primary follicle transition.

Animals↗

Functional genomics of genes with small open reading frames (sORFs) in S. cerevisiae.

Genes with small open reading frames (sORFs; <100 amino acids) represent an untapped source of important biology. sORFs largely escaped analysis because they were difficult to predict computationally and less likely to be targeted by genetic screens. Thus, the substantial number of sORFs and their potential importance have only recently become clear. To investigate sORF function, we undertook the first functional studies of sORFs in any system, using the model eukaryote Saccharomyces cerevisiae. Based on independent experimental approaches and computational analyses, evidence exists for 299 sORFs in the S. cerevisiae genome, representing approximately 5% of the annotated ORFs. We determined that a similar percentage of sORFs are annotated in other eukaryotes, including humans, and 184 of the S. cerevisiae sORFs exhibit similarity with ORFs in other organisms. To investigate sORF function, we constructed a collection of gene-deletion mutants of 140 newly identified sORFs, each of which contains a strain-specific "molecular barcode," bringing the total number of sORF deletion strains to 247. Phenotypic analyses of the new gene-deletion strains identified 22 sORFs required for haploid growth, growth at high temperature, growth in the presence of a nonfermentable carbon source, or growth in the presence of DNA damage and replication-arrest agents. We provide a collection of sORF deletion strains that can be integrated into the existing deletion collection as a resource for the yeast community for elucidating gene function. Moreover, our analyses of the S. cerevisiae sORFs establish that sORFs are conserved across eukaryotes and have important biological functions.

Conserved Sequence↗

A high throughput targeted gene disruption method for Alternaria brassicicola functional genomics using linear minimal element (LME) constructs.

Alternaria brassicicola causes black spot disease of cultivated Brassicas and has been used consistently as a necrotrophic fungal pathogen for studies with Arabidopsis. In A. brassicicola, mutant generation has been the most rate-limiting step for the functional analysis of individual genes due to low efficiency of both transformation and targeted integration. To improve the targeted gene disruption efficiency as well as to expedite gene disruption construct production, we used a short linear construct with minimal elements, an antibiotic resistance selectable marker gene, and a 250- to 600-bp-long partial target gene. The linear minimal element (LME) constructs consistently produced stable transformants for diverse categories of genes. Typically, 100% of the transformants were targeted gene disruption mutants when using the LME constructs, compared with inconsistent transformation and usually less than 10% targeted gene disruption with circular plasmid disruption constructs. Each mutant displayed a unique molecular signature thought to originate from endogenous exonuclease activities in fungal cells. Our data suggests that a DNA double-stranded break repair mechanism (DSBR) functions to increase targeting efficiency. This method is advantageous for high throughput gene disruption, overexpression, and reporter gene introduction within target genes, especially for asexual filamentous fungi where genetic approaches are unfavorable.

Acetylglucosaminidase↗

Functional genomic responses to cystic fibrosis transmembrane conductance regulator (CFTR) and CFTR(delta508) in the lung.

Cystic fibrosis (CF), a common lethal pulmonary disorder in Caucasians, is caused by mutations in the cystic fibrosis transmembrane conductance regulator gene (CFTR) that disturbs fluid homeostasis and host defense in target organs. The effects of CFTR and delta508-CFTR were assessed in transgenic mice that 1) lack CFTR expression (Cftr-/-); 2) express the human delta508 CFTR (CFTR(delta508)); 3) overexpress the normal human CFTR (CFTR(tg)) in respiratory epithelial cells. Genes were selected from Affymetrix Murine Gene-Chips analysis and subjected to functional classification, k-means clustering, promoter cis-elements/modules searching, literature mining, and pathway exploring. Genomic responses to Cftr-/- were not corrected by expression of CFTR(delta508). Genes regulating host defense, inflammation, fluid and electrolyte transport were similarly altered in Cftr-/- and CFTR(delta508) mice. CFTR(delta508) induced a primary disturbance in expression of genes regulating redox and antioxidant systems. Genomic responses to CFTR(tg) were modest and were not associated with lung pathology. CFTR(tg) and CFTR(delta508) induced genes encoding heat shock proteins and other chaperones but did not activate the endoplasmic reticulum-associated degradation pathway. RNAs encoding proteins that directly interact with CFTR were identified in each of the CFTR mouse models, supporting the hypothesis that CFTR functions within a multiprotein complex whose members interact at the level of protein-protein interactions and gene expression. Promoters of genes influenced by CFTR shared common regulatory elements, suggesting that their co-expression may be mediated by shared regulatory mechanisms. Genes and pathways involved in the response to CFTR may be of interest as modifiers of CF.

Animals↗

Functional genomics the old-fashioned way: chemical mutagenesis in mice.

Genetic studies using mutants have led to a greater understanding of the mechanisms underlying the physiology, biochemistry and development of organisms. The increasing availability of complete genome sequences has stimulated genome-wide mutagenesis approaches in model organisms. In an ideal model system, it would be possible to choose from a series of mutations in any given gene to study its function, regulation and interaction with other genes; flies and worms with their rich mutant resources provide such models. Because the mouse is a powerful vertebrate model for human disease, it would be advantageous to have an equally comprehensive mutant collection. Recently, much to the joy of the mouse community, two papers, describe screens to generate such a collection. In an ongoing screen, the groups of Brown and Balling have generated over 40,000 F1 mutant mice by treating males with the super mutagen N-ethyl-N-nitrosourea. 300-500 mice are being screened each week using various objective tests and paradigms for morphological, developmental, clinical and behavioral abnormalities. In combination, these analyses have produced an unbiased set of about 700 new dominant, semidominant and recessive mutations.

Animals↗

Functional genomics of the Down syndrome.

Down syndrome, as a phenotypic result of trisomy 21, is a complex condition with a set of over 30 phenotypic features, which manifest themselves with varying frequencies among affected individuals. The importance for molecular medicine of understanding the molecular mechanisms underlying Down syndrome becomes fully appreciated when a striking feature of Down syndrome is taken into account: that the overdose of otherwise perfectly normal genes causes disorders of human health, indistinguishable from major public health problems of the general population, such as mandatory early onset Alzheimer s degeneration, increased risk of leukemia, and protection from cancer of solid tissues. The DNA sequence of human chromosome 21 is, at the moment, the most complete piece of DNA sequence known in the whole of human genome. The challenge for the future is an integrated, multidisciplinary approach to the molecular biology of chromosome 21 genes, in conjunction with the research into the variation in their genotype, expression, and function in the normal population, in Down syndrome individuals with well-characterized phenotypic traits, and in euploid patients suffering from diseases associated with phenotypic components of Down syndrome: mental retardation, developmental defects, hematological and solid tissue malignancies, and Alzheimer s disease.

Alzheimer Disease↗

Proteomics and regulomics: the yin and yang of functional genomics.

Protein analysis is a field of research with a long history. Recently, the development of a series of proteomics approaches, i.e., simultaneous analyses on all or a majority of proteins in a cell at a given state, has reinvigorated protein analyses. Mass Spectrometry also developed into one of the most versatile technical tools supporting or even enabling many proteomics-oriented approaches, providing a convenient link between experimental protein analysis and the corresponding amino acid sequences. Thus direct links to the genomic sequence can be established, which opens the door for a synergistic combination with genomic sequence analysis. This review focuses especially on aspects of genome-wide transcription control, regulomics in analogy to all the other -omics, and how a combination of MS-based proteomics with in silico regulomics analyses can produce synergistic effects in the quest to understand how cells function. This is illustrated on a real life example showing how the MS-analysis and in silico promoter analysis can extend the list of candidates for signaling pathways, here the MAP kinase pathway.

Energy Metabolism↗

Functional genomics and its implications for molecular medicine.

Technological development in genetics and genomics provides unprecedented possibilities to identify the underlying molecular basic of many common diseases. With the availability of the human genome sequence and growing information on the most frequent DNA variations combined with the molecular analysis on the RNA expression and protein level, diseases might be characterized in the future at the molecular level. Describing gene function anf the specific role of DNA, RNA, and proteins in the disease process provides novel diagnosis tools and treatment. Ultimately how the unique genetic signature of an individual influences the risk and prognosis of disease will be the basis for individualized medicine in the years to come.

DNA Mutational Analysis↗

Functional genomics approaches to a primate model of autistic symptomology.

Several studies indicate a primary dysfunction of the temporal lobe in autism, specifically the hippocampal formation and entorhinal cortex (EC). Assessment of gene expression in the EC and hippocampus will provide insight into the subtle alterations in neuronal function associated with autism. To this end, evaluations in a primate model of social attachment, which produces behaviors associated with autism, in addition to the use of human post-mortem tissue from individuals diagnosed with autism will provide heretofore unattainable information of how the complex neural circuitry of this region is altered in autism. Identification of altered expression of multiple genes should provide a molecular "fingerprint" of autism and may provide new targets for pharmacotherapeutic intervention.

Animals↗

Functional genomics of the cilium, a sensory organelle.

Cilia and flagella play important roles in many physiological processes, including cell and fluid movement, sensory perception, and development. The biogenesis and maintenance of cilia depend on intraflagellar transport (IFT), a motility process that operates bidirectionally along the ciliary axoneme. Disruption in IFT and cilia function causes several human disorders, including polycystic kidneys, retinal dystrophy, neurosensory impairment, and Bardet-Biedl syndrome (BBS). To uncover new ciliary components, including IFT proteins, we compared C. elegans ciliated neuronal and nonciliated cells through serial analysis of gene expression (SAGE) and screened for genes potentially regulated by the ciliogenic transcription factor, DAF-19. Using these complementary approaches, we identified numerous candidate ciliary genes and confirmed the ciliated-cell-specific expression of 14 novel genes. One of these, C27H5.7a, encodes a ciliary protein that undergoes IFT. As with other IFT proteins, its ciliary localization and transport is disrupted by mutations in IFT and bbs genes. Furthermore, we demonstrate that the ciliary structural defect of C. elegans dyf-13(mn396) mutants is caused by a mutation in C27H5.7a. Together, our findings help define a ciliary transcriptome and suggest that DYF-13, an evolutionarily conserved protein, is a novel core IFT component required for cilia function.

Animals↗

RNA-interference-based functional genomics in mammalian cells: reverse genetics coming of age.

Sequencing of complete genomes has provided researchers with a wealth of information to study genome organization, genetic instability, and polymorphisms, as well as a knowledge of all potentially expressed genes. The identification of all genes encoded in the human genome opens the door for large-scale systematic gene silencing using small interfering RNAs (siRNAs) and short hairpin RNAs (shRNAs). With the recent development of siRNA and shRNA expression libraries, the application of RNAi technology to assign function to cancer genes and to delineate molecular pathways in which these genes affect in normal and transformed cells, will contribute significantly to the knowledge necessary to develop new and also improve existing cancer therapy.

Animals↗

Functional genomics in postmortem human brain: abnormalities in a DISC1 molecular pathway in schizophrenia.

The disrupted in schizophrenia 1 (DISC1) gene has been identified as a schizophrenia susceptibility gene based on linkage and single nucleotide polymorphism (SNP) association studies and clinical data, suggesting that risk SNPs impact on hippocampal structure and function. We hypothesized that altered expression of DISC1 and/or its molecular partners (nuclear distribution element-like [NUDEL], fasciculation and elongation protein zeta-i [FEZ1], and lissencephaly 1 [LIS1]) may underlie its pathogenic role in schizophrenia and explain its genetic association. We examined the expression of DISC1 and its binding partners in the hippocampus and dorsolateral prefrontal cortex of postmortem human brains of schizophrenic patients and controls. We found no difference in the expression of DISC1 mRNA in schizophrenia, and no association with previously identified risk SNPs. However, the expression of NUDEL, FEZ1, and LIS1 was significantly reduced in tissue from schizophrenic subjects, and the expression of each showed association with high-risk DISC1 polymorphisms. These data suggest involvement of genetically linked abnormalities in the DISC1 molecular pathway in the pathophysiology of schizophrenia.

Animals↗

Integrating functional genomic information into the Saccharomyces genome database.

The Saccharomyces Genome Database (SGD) stores and organizes information about the nearly 6200 genes in the yeast genome. The information is organized around the 'locus page' and directs users to the detailed information they seek. SGD is endeavoring to integrate the existing information about yeast genes with the large volume of data generated by functional analyses that are beginning to appear in the literature and on web sites. New features will include searches of systematic analyses and Gene Summary Paragraphs that succinctly review the literature for each gene. In addition to current information, such as gene product and phenotype descriptions, the new locus page will also describe a gene product's cellular process, function and localization using a controlled vocabulary developed in collaboration with two other model organism databases. We describe these developments in SGD through the newly reorganized locus page. The SGD is accessible via the WWW at http://genome-www.stanford.edu/Saccharomyces/

Database Management Systems↗

Spatial positioning; a new dimension in genome function.

The eukaryotic cell nucleus is a heterogeneous organelle. Chromosomes are nonrandomly positioned within the nuclear space, and individual gene loci experience distinct local environments due to the presence of chromatin domains and subnuclear compartments. Recent observations have highlighted the important yet still largely mysterious role of spatial positioning in genome activity and stability.

Animals↗