Global Regulation Of Gene Expression Research Articles

Method for quantitative analysis of nonsense-mediated mRNA decay at the single cell level

Nonsense-mediated mRNA decay (NMD) is a ubiquitous mechanism of degradation of transcripts with a premature termination codon. NMD eliminates aberrant mRNA species derived from sources of genetic variation such as gene mutations, alternative splicing and DNA rearrangements in immune cells. In addition, recent data suggest that NMD is an important mechanism of global gene expression regulation. Here, we describe new reporters to quantify NMD activity at the single cell level using fluorescent proteins of two colors: green TagGFP2 and far-red Katushka. TagGFP2 was encoded by mRNA targeted to either the splicing-dependent or the long 3'UTR-dependent NMD pathway. Katushka was used as an expression level control. Comparison of the fluorescence intensities of cells expressing these reporters and cells expressing TagGFP2 and Katushka from corresponding control NMD-independent vectors allowed for the assessment of NMD activity at the single cell level using fluorescence microscopy and flow cytometry. The proposed reporter system was successfully tested in several mammalian cell lines and in transgenic Xenopus embryos.

Cohesin Complex Mutations Impair Differentiation of Human Hematopoietic Stem and Progenitor Cells

The cohesin complex is a multiprotein complex involved in a number of cellular processes including sister chromatid cohesion in mitosis, replication fork organization, and regulation of chromatin accessibility for gene expression. Mutations in genes encoding the members of the cohesin complex (SMC1A, SMC3, STAG2, and RAD21) occur in about 10-15% of de novo acute myeloid leukemia (AML) patients. Apart from AML, cohesin mutations have been found in many human cancers indicating a central role for this complex in oncogenesis. In AML, our prior studies have demonstrated that cohesin mutations occur in pre-leukemic hematopoietic stem and progenitor cells (HSPC) that retain normal differentiation potential. Thus, these mutations are likely key initiating events in leukemia pathogenesis. Due to their importance in AML evolution, we sought to determine the effect of these mutations on human hematopoiesis.Cohesin mutations typically occur as heterozygous mutations throughout the genes suggesting either a haploinsufficiency or dominant negative effect. Co-immunoprecipitation experiments in primary human AML samples showed marked decrease in binding between RAD21 and SMC1A in RAD21/SMC1A-mutant AML. These results suggest a dominant negative effect of cohesin mutants on complex formation.In an effort to characterize the phenotype of cohesin complex mutations in AML, we generated human AML cell lines engineered to express wildtype (WT) or mutant cohesin components under the control of a doxycycline-inducible promoter. We chose the TF-1 erythroleukemia cell line due to its ability to differentiate down the erythroid lineage in response to erythropoietin (EPO). We found that cohesin mutant cell lines showed a significant decrease in erythroid differentiation upon exposure to EPO as determined by surface expression of glycophorin A (GPA) and RNA expression of fetal hemoglobin and KLF-1, a key erythroid transcription factor, suggesting that cohesin mutations act in a dominant negative manner to impair differentiation.We next investigated the impact of cohesin complex mutations on normal HSPCs from primary human cord blood. We transduced CD34+ cord blood cells with lentivirus encoding constitutive expression of either WT or mutant cohesin components. Transduced cells were isolated and cultured under several conditions. First, cells were cultured with cytokines designed to promote retention of HSPCs, and cord blood cells expressing mutant cohesin showed significant retention of CD34+ expression as compared to WT or control cells. Second, cells were cultured under conditions designed to promote granulocytic/monocytic differentiation, and cohesin mutant-expressing cells showed a significant decrease in CD14+ expression compared to controls. Third, cells were cultured under conditions designed to promote erythroid differentiation, and cohesin mutant cells showed a significant decrease in CD71 and GPA-double positive erythroid cells. Together, this data suggests that cohesin complex mutations impart a differentiation block on primary human HSPCs. Finally, we investigated whether cohesin mutations affected the serial colony replating ability of human HSPCs in vitro. Primary human cord blood HSPCs were transduced with cohesin mutant-encoding lentivirus, sorted, and cultured in methylcellulose for 14 days. No differences were observed in the colony number or type in the primary plating. However, cohesin-mutant cells exhibited increased serial replating potential beyond the 3rd replating, with essentially no control or WT colonies after the 2ndreplating.In summary, our results indicate that cohesin complex mutations impair HSPC differentiation and increase in vitro replating of primary human cells. The mechanisms by which this occurs are currently being investigated, but preliminary data suggests that mutations in cohesin affect global chromatin accessibility. These results are consistent with a model of mutational acquisition in AML that we have proposed, in which pre-leukemic mutations occur in genes involved in global regulation of gene expression through epigenetic mechanisms that impair differentiation and/or affect self-renewal (such as IDH1/2, TET2, DNMT3A, and cohesin), whereas late mutations occur in genes that generally lead to an increase in activated signaling and proliferation (such as FLT3 and RAS). DisclosuresNo relevant conflicts of interest to declare.

Learning regulatory programs by threshold SVD regression.

We formulate a statistical model for the regulation of global gene expression by multiple regulatory programs and propose a thresholding singular value decomposition (T-SVD) regression method for learning such a model from data. Extensive simulations demonstrate that this method offers improved computational speed and higher sensitivity and specificity over competing approaches. The method is used to analyze microRNA (miRNA) and long noncoding RNA (lncRNA) data from The Cancer Genome Atlas (TCGA) consortium. The analysis yields previously unidentified insights into the combinatorial regulation of gene expression by noncoding RNAs, as well as findings that are supported by evidence from the literature.

Gene expression genomics in T cells (225.2)

T helper cells are central to mammalian adaptive immunity, as the different subtypes modulate the immune system by either activating or repressing it. These cells are easily experimentally accessible as they are non‐adherent, and can be studied ex vivo or in vitro. We have used this system to study basic principles of the global regulation of gene expression using next generation sequencing technologies, both at the level of populations of cells (Hebenstreit et al., 2011, Mol Sys Biol; Hebenstreit et al., 2011, Nucleic Acids Res) and at the level of single cells (Brennecke et al., Nature Methods, 2013). Our bulk and single cell RNA‐sequencing data has also directed our attention to a potential new signalling system in T helper cells based on steroid production by these cells, illustrating the power of this genomic approach for providing specific biological insights.

Systems analysis of transcriptome data provides new hypotheses about Arabidopsis root response to nitrate treatments

Nitrogen (N) is an essential macronutrient for plant growth and development. Plants adapt to changes in N availability partly by changes in global gene expression. We integrated publicly available root microarray data under contrasting nitrate conditions to identify new genes and functions important for adaptive nitrate responses in Arabidopsis thaliana roots. Overall, more than 2000 genes exhibited changes in expression in response to nitrate treatments in Arabidopsis thaliana root organs. Global regulation of gene expression by nitrate depends largely on the experimental context. However, despite significant differences from experiment to experiment in the identity of regulated genes, there is a robust nitrate response of specific biological functions. Integrative gene network analysis uncovered relationships between nitrate-responsive genes and 11 highly co-expressed gene clusters (modules). Four of these gene network modules have robust nitrate responsive functions such as transport, signaling, and metabolism. Network analysis hypothesized G2-like transcription factors are key regulatory factors controlling transport and signaling functions. Our meta-analysis highlights the role of biological processes not studied before in the context of the nitrate response such as root hair development and provides testable hypothesis to advance our understanding of nitrate responses in plants.

Whole-Exome Resequencing Identifies Somatic Mutations Of BCOR and BCORL1 Transcriptional Corepressor Genes and Major Cohesin Complex Component Genes In Pediatric Acute Myeloid Leukemia

BackgroundAcute myeloid leukemia (AML) is a molecularly and clinically heterogeneous disease. Currently, targeted sequencing efforts have identified several mutations that carry diagnostic and prognostic information such as RAS, KIT, and FLT3 in both adult and pediatric AML, and NPM1 and TET2 in adult AML. Meanwhile, the recent development of massively parallel sequencing technologies has provided a new opportunity to discover genetic changes across the entire genomes or protein-coding sequences in human cancers at a single-nucleotide level, which could be enabled the discovery of recurrent mutations in IDH1/2, and DNMT3A in adult AML. However, these mutations are extremely rare in pediatric AML. MethodsTo reveal a complete registry of gene mutations and other genetic lesions, whole-exome resequencing of paired tumor-normal DNA from 19 cases were analyzed with a mean coverage of approximately x100, and 82 % of the target sequences were analyzed at more than x20 depth on average. We selected various cases in age, FAB classification and karyotypes, including 5 cases with core-binding-factor AML, 6 cases with MLL-rearrangement and 2 acute megakaryoblastic leukemia cases. Results and DiscussionA total of 80 somatic mutations or 4.2 mutations per sample were identified. As the mean number of somatic mutations reported in adult AML was about ten, somatic mutations in pediatric AML might be fewer than in adult AML. Many of the recurrent mutations identified in this study involved previously reported targets in AML, such as FLT3, CEBPA, KIT, CBL, NRAS, WT1 and EZH2. On the other hand, several genes were newly identified in the current study, including BRAF, BCORL1, DAZAP1, CUL2, ASXL2, MLL2, MLL3, SMC3 and RAD21. Among these, what immediately drew our attention were SMC3 and RAD21, because they belong to the major cohesin components. Cohesin is a multimeric protein complex conserved across species and composed of four core subunits, i.e., SMC1, SMC3, RAD21, and STAG proteins, forming a ring-like structure. Cohesin is engaged in cohesion of sister chromatids during cell division, post-replicative DNA repair, and regulation of global gene expression through long-range cis-interactions. Furthermore, we also drew our attention to BCORL1, because it is a transcriptional corepressor, and can bind to class II histone deacetyllases (HDAC4, HDAC5, HDAC7), to interact with the CTBP1 corepressor, and to affect the repression of E-cadherin. BCOR is also a transcriptional corepressor and play a key role in the regulation of early embryonic development, mesenchymal stem cell function and hematopoiesis. To confirm and extend the initial findings in the whole-exome sequencing, we studied mutations of the above 8 genes, in pediatric AML (N = 190) using a high-throughput mutation screen of pooled DNA followed by confirmation/ identification of candidate mutations. In total, 32 mutations were identified in 31 of the 190 specimens of pediatric AML [BCOR (N = 7), BCORL1 (N = 7), RAD21 (N = 7), SMC3 (N = 5), SMC1A (N = 1), and STAG2 (N = 3)]. The mutually exclusive pattern of the mutations in these BCOR, BCORL1 and cohesin components genes was confirmed in this large case series, suggesting a common impact of these mutations on the pathogenesis of pediatric AML. The 4-year overall survival of these cases with major cohesin components gene mutations was relatively favorable (12/16 or 75.0%), but the outcome of cases with BCOR or BCORL1 cases was unfavorable (8/14 or 57.1%). ConclusionWhole exome resequencing unmasked a complexity of gene mutations in pediatric AML genomes. Our results indicated that a subset of pediatric AML represents a discrete entity that could be discriminated from the adult counterpart, in terms of the spectrum of gene mutations. Disclosures:No relevant conflicts of interest to declare.

Integrated transcriptomic and proteomic analysis of the global response of Wolbachia to doxycycline-induced stress

The bacterium Wolbachia (order Rickettsiales), representing perhaps the most abundant vertically transmitted microbe worldwide, infects arthropods and filarial nematodes. In arthropods, Wolbachia can induce reproductive alterations and interfere with the transmission of several arthropod-borne pathogens. In addition, Wolbachia is an obligate mutualist of the filarial parasites that cause lymphatic filariasis and onchocerciasis in the tropics. Targeting Wolbachia with tetracycline antibiotics leads to sterilisation and ultimately death of adult filariae. However, several weeks of treatment are required, restricting the implementation of this control strategy. To date, the response of Wolbachia to stress has not been investigated, and almost nothing is known about global regulation of gene expression in this organism. We exposed an arthropod Wolbachia strain to doxycycline in vitro, and analysed differential expression by directional RNA-seq and label-free, quantitative proteomics. We found that Wolbachia responded not only by modulating expression of the translation machinery, but also by upregulating nucleotide synthesis and energy metabolism, while downregulating outer membrane proteins. Moreover, Wolbachia increased the expression of a key component of the twin-arginine translocase (tatA) and a phosphate ABC transporter ATPase (PstB); the latter is associated with decreased susceptibility to antimicrobials in free-living bacteria. Finally, the downregulation of 6S RNA during translational inhibition suggests that this small RNA is involved in growth rate control. Despite its highly reduced genome, Wolbachia shows a surprising ability to regulate gene expression during exposure to a potent stressor. Our findings have general relevance for the chemotherapy of obligate intracellular bacteria and the mechanistic basis of persistence in the Rickettsiales.

The significance of translation regulation in the stress response

BackgroundThe stress response in bacteria involves the multistage control of gene expression but is not entirely understood. To identify the translational response of bacteria in stress conditions and assess its contribution to the regulation of gene expression, the translational states of all mRNAs were compared under optimal growth condition and during nutrient (isoleucine) starvation.ResultsA genome-scale study of the translational response to nutritional limitation was performed in the model bacterium Lactococcus lactis. Two measures were used to assess the translational status of each individual mRNA: the fraction engaged in translation (ribosome occupancy) and ribosome density (number of ribosomes per 100 nucleotides). Under isoleucine starvation, half of the mRNAs considered were translationally down-regulated mainly due to decreased ribosome density. This pattern concerned genes involved in growth-related functions such as translation, transcription, and the metabolism of fatty acids, phospholipids and bases, contributing to the slowdown of growth. Only 4% of the mRNAs were translationally up-regulated, mostly related to prophagic expression in response to stress. The remaining genes exhibited antagonistic regulations of the two markers of translation. Ribosome occupancy increased significantly for all the genes involved in the biosynthesis of isoleucine, although their ribosome density had decreased. The results revealed complex translational regulation of this pathway, essential to cope with isoleucine starvation.To elucidate the regulation of global gene expression more generally, translational regulation was compared to transcriptional regulation under isoleucine starvation and to other post-transcriptional regulations related to mRNA degradation and mRNA dilution by growth. Translational regulation appeared to accentuate the effects of transcriptional changes for down-regulated growth-related functions under isoleucine starvation although mRNA stabilization and lower dilution by growth counterbalanced this effect.ConclusionsWe show that the contribution of translational regulation to the control of gene expression is significant in the stress response. Post-transcriptional regulation is complex and not systematically co-directional with transcription regulation. Post-transcriptional regulation is important to the understanding of gene expression control.

The Janus of Oxidative Stress Signaling in Different Pathophysiological Conditions

The Janus of Oxidative Stress Signaling in Different Pathophysiological Conditions

Global Regulation of Gene Expression in the Human Gastric Pathogen Helicobacter pylori in Response to Aerobic Oxygen Tension Under a High Carbon Dioxide Level

The human gastric pathogen Helicobacter pylori (Hp) has been considered a microaerophile. However, we recently reported that, when supplied with 10% CO2, Hp growth is stimulated by an atmospheric level of O2, suggesting that Hp is a capnophilic aerobe. In this study, we investigated the effects of aerobic O2 tension on Hp cells by comparing gene expression profiles of cultures grown under microaerobic and aerobic conditions in the presence of 10% CO2. The results showed that overall differences in gene expression in Hp cells grown under the two O2 conditions were predominantly growth-phase-dependent. At 6 h, numerous genes were down-regulated under the aerobic condition, accounting for our previous observation that Hp growth was retarded under this condition. At 36 h, however, diverse groups of genes involved in energy metabolism, cellular processes, transport, and cell envelope synthesis were highly up- or down-regulated under the aerobic condition, indicating a progression of the cultures from the log phase to the stationary phase. The expression of several oxidative stress-associated genes including tagD, katA, and rocF was induced in response to aerobic O2 level, whereas trxA, trxB, and ahpC remained unchanged. Altogether, these data demonstrate that aerobic O2 tension is not detrimental to Hp cells but stimulates Hp growth, supporting our previous finding that Hp may be an aerobic bacterium that requires a high CO2 level for its growth.

Regulation of Global Gene Expression in Human Loa loa Infection Is a Function of Chronicity

BackgroundHuman filarial infection is characterized by downregulated parasite-antigen specific T cell responses but distinct differences exist between patients with longstanding infection (endemics) and those who acquired infection through temporary residency or visits to filarial-endemic regions (expatriates).Methods and FindingsTo characterize mechanisms underlying differences in T cells, analysis of global gene expression using human spotted microarrays was conducted on CD4+ and CD8+ T cells from microfilaremic Loa loa-infected endemic and expatriate patients. Assessment of unstimulated cells showed overexpression of genes linked to inflammation and caspase-associated cell death, particularly in endemics, and enrichment of the Th1/Th2 canonical pathway in endemic CD4+ cells. However, pathways within CD8+ unstimulated cells were most significantly enriched in both patient groups. Antigen (Ag)-driven gene expression was assessed to microfilarial Ag (MfAg) and to the nonparasite Ag streptolysin O (SLO). For MfAg-driven cells, the number of genes differing significantly from unstimulated cells was greater in endemics compared to expatriates (p<0.0001). Functional analysis showed a differential increase in genes associated with NFkB (both groups) and caspase activation (endemics). While the expatriate response to MfAg was primarily a CD4+ pro-inflammatory one, the endemic response included CD4+ and CD8+ cells and was linked to insulin signaling, histone complexes, and ubiquitination. Unlike the enrichment of canonical pathways in CD8+ unstimulated cells, both groups showed pathway enrichment in CD4+ cells to MfAg. Contrasting with the divergent responses to MfAg seen between endemics and expatriates, the CD4+ response to SLO was similar; however, CD8+ cells differed strongly in the nature and numbers (156 [endemics] vs 36 [expatriates]) of genes with differential expression.ConclusionsThese data suggest several important pathways are responsible for the different outcomes seen among filarial-infected patients with varying levels of chronicity and imply an important role for CD8+ cells in some of the global changes seen with lifelong exposure.

Global regulation of gene expression by OxyR in an important human opportunistic pathogen

Most bacteria control oxidative stress through the H2O2-responsive transactivator OxyR, a member of the LTTR family (LysR Type Transcriptional Regulators), which activates the expression of defensive genes such as those encoding catalases, alkyl hydroperoxide reductases and superoxide dismutases. In the human opportunistic pathogen Pseudomonas aeruginosa, OxyR positively regulates expression of the oxidative stress response genes katA, katB, ahpB and ahpCF. To identify additional targets of OxyR in P. aeruginosa PAO1, we performed chromatin immunoprecipitation in combination with whole genome tiling array analyses (ChIP-chip). We detected 56 genes including all the previously identified defensive genes and a battery of novel direct targets of OxyR. Electrophoretic mobility shift assays (EMSAs) for selected newly identified targets indicated that ∼70% of those were bound by purified oxidized OxyR and their regulation was confirmed by quantitative real-time polymerase chain reaction. Furthermore, a thioredoxin system was identified to enzymatically reduce OxyR under oxidative stress. Functional classification analysis showed that OxyR controls a core regulon of oxidative stress defensive genes, and other genes involved in regulation of iron homeostasis (pvdS), quorum-sensing (rsaL), protein synthesis (rpsL) and oxidative phosphorylation (cyoA and snr1). Collectively, our results indicate that OxyR is involved in oxidative stress defense and regulates other aspects of cellular metabolism as well.

Local chromatin dynamics of transcription factors imply cell-lineage specific functions during cellular differentiation

Chromatin dynamics across cellular differentiation states is an emerging perspective from which the mechanism of global gene expression regulation may be better understood. While the roles of some histone marks have been partially interpreted in terms of their association with gene transcription, the dynamics of histone marks from a loci-specific perspective during cellular differentiation is not well studied. We established a method to systematically assess the histone modification variations of genes across various cellular differentiation states. We calculated the histone modification variation scores of H3K4me3, H3K27me3 and H3K36me3 for over 1300 curated transcription factors (TFs) during human blood cell differentiation. Hematopoietic-specific TFs (identified by literature mining) were significantly overrepresented by TFs with higher histone modification variation scores. Hierarchical clustering of all TFs based on the histone modification variation scores defined a group of TFs where known or potential hematopoietic-specific TFs were remarkably enriched. Our results suggest that local chromatin state dynamics of transcription factors across cellular differentiation states could imply cell lineage-specific functions. More importantly, our method can be applied to broader systems, holding the promise to discover de novo, lineage-specific TFs by interrogating their histone modification dynamics across cell lineages.

An integrative analysis of DNA methylation and RNA-Seq data for human heart, kidney and liver

BackgroundMany groups, including our own, have proposed the use of DNA methylation profiles as biomarkers for various disease states. While much research has been done identifying DNA methylation signatures in cancer vs. normal etc., we still lack sufficient knowledge of the role that differential methylation plays during normal cellular differentiation and tissue specification. We also need thorough, genome level studies to determine the meaning of methylation of individual CpG dinucleotides in terms of gene expression.ResultsIn this study, we have used (insert statistical method here) to compile unique DNA methylation signatures from normal human heart, lung, and kidney using the Illumina Infinium 27 K methylation arraysand compared those to gene expression by RNA sequencing. We have identified unique signatures of global DNA methylation for human heart, kidney and liver, and showed that DNA methylation data can be used to correctly classify various tissues. It indicates that DNA methylation reflects tissue specificity and may play an important role in tissue differentiation. The integrative analysis of methylation and RNA-Seq data showed that gene methylation and its transcriptional levels were comprehensively correlated. The location of methylation markers in terms of distance to transcription start site and CpG island showed no effects on the regulation of gene expression by DNA methylation in normal tissues.ConclusionsThis study showed that an integrative analysis of methylation array and RNA-Seq data can be utilized to discover the global regulation of gene expression by DNA methylation and suggests that DNA methylation plays an important role in normal tissue differentiation via modulation of gene expression.

CovR-Controlled Global Regulation of Gene Expression in Streptococcus mutans

CovR/S is a two-component signal transduction system (TCS) that controls the expression of various virulence related genes in many streptococci. However, in the dental pathogen Streptococcus mutans, the response regulator CovR appears to be an orphan since the cognate sensor kinase CovS is absent. In this study, we explored the global transcriptional regulation by CovR in S. mutans. Comparison of the transcriptome profiles of the wild-type strain UA159 with its isogenic covR deleted strain IBS10 indicated that at least 128 genes (∼6.5% of the genome) were differentially regulated. Among these genes, 69 were down regulated, while 59 were up regulated in the IBS10 strain. The S. mutans CovR regulon included competence genes, virulence related genes, and genes encoded within two genomic islands (GI). Genes encoded by the GI TnSmu2 were found to be dramatically reduced in IBS10, while genes encoded by the GI TnSmu1 were up regulated in the mutant. The microarray data were further confirmed by real-time RT-PCR analyses. Furthermore, direct regulation of some of the differentially expressed genes was demonstrated by electrophoretic mobility shift assays using purified CovR protein. A proteomic study was also carried out that showed a general perturbation of protein expression in the mutant strain. Our results indicate that CovR truly plays a significant role in the regulation of several virulence related traits in this pathogenic streptococcus.

Temperature‐dependent global gene expression in the Antarctic archaeon Methanococcoides burtonii

Methanococcoides burtonii is a member of the Archaea that was isolated from Ace Lake in Antarctica and is a valuable model for studying cold adaptation. Low temperature transcriptional regulation of global gene expression, and the arrangement of transcriptional units in cold-adapted archaea has not been studied. We developed a microarray for determining which genes are expressed in operons, and which are differentially expressed at low (4°C) or high (23°C) temperature. Approximately 55% of genes were found to be arranged in operons that range in length from 2 to 23 genes, and mRNA abundance tended to increase with operon length. Analysing microarray data previously obtained by others for Halobacterium salinarum revealed a similar correlation between operon length and mRNA abundance, suggesting that operons may play a similar role more broadly in the Archaea. More than 500 genes were differentially expressed at levels up to ≈ 24-fold. A notable feature was the upregulation of genes involved in maintaining RNA in a state suitable for translation in the cold. Comparison between microarray experiments and results previously obtained using proteomics indicates that transcriptional regulation (rather than translation) is primarily responsible for controlling gene expression in M. burtonii. In addition, certain genes (e.g. involved in ribosome structure and methanogenesis) appear to be regulated post-transcriptionally. This is one of few experimental studies describing the genome-wide distribution and regulation of operons in archaea.

JTK_CYCLE: An Efficient Nonparametric Algorithm for Detecting Rhythmic Components in Genome-Scale Data Sets

Circadian rhythms are oscillations of physiology, behavior, and metabolism that have period lengths near 24 hours. In several model organisms and humans, circadian clock genes have been characterized and found to be transcription factors. Because of this, researchers have used microarrays to characterize global regulation of gene expression and algorithmic approaches to detect cycling. This article presents a new algorithm, JTK_CYCLE, designed to efficiently identify and characterize cycling variables in large data sets. Compared with COSOPT and the Fisher's G test, two commonly used methods for detecting cycling transcripts, JTK_CYCLE distinguishes between rhythmic and nonrhythmic transcripts more reliably and efficiently. JTK_CYCLE's increased resistance to outliers results in considerably greater sensitivity and specificity. Moreover, JTK_CYCLE accurately measures the period, phase, and amplitude of cycling transcripts, facilitating downstream analyses. Finally, JTK_CYCLE is several orders of magnitude faster than COSOPT, making it ideal for large-scale data sets. JTK_CYCLE was used to analyze legacy data sets including NIH3T3 cells, which have comparatively low amplitude oscillations. JTK_CYCLE's improved power led to the identification of a novel cluster of RNA-interacting genes whose abundance is under clear circadian regulation. These data suggest that JTK_CYCLE is an ideal tool for identifying and characterizing oscillations in genome-scale data sets.

Global regulation of gene expression in response to cysteine availability in Clostridium perfringens

BackgroundCysteine has a crucial role in cellular physiology and its synthesis is tightly controlled due to its reactivity. However, little is known about the sulfur metabolism and its regulation in clostridia compared with other firmicutes. In Clostridium perfringens, the two-component system, VirR/VirS, controls the expression of the ubiG operon involved in methionine to cysteine conversion in addition to the expression of several toxin genes. The existence of links between the C. perfringens virulence regulon and sulfur metabolism prompted us to analyze this metabolism in more detail.ResultsWe first performed a tentative reconstruction of sulfur metabolism in C. perfringens and correlated these data with the growth of strain 13 in the presence of various sulfur sources. Surprisingly, C. perfringens can convert cysteine to methionine by an atypical still uncharacterized pathway. We further compared the expression profiles of strain 13 after growth in the presence of cystine or homocysteine that corresponds to conditions of cysteine depletion. Among the 177 genes differentially expressed, we found genes involved in sulfur metabolism and controlled by premature termination of transcription via a cysteine specific T-box system (cysK-cysE, cysP1 and cysP2) or an S-box riboswitch (metK and metT). We also showed that the ubiG operon was submitted to a triple regulation by cysteine availability via a T-box system, by the VirR/VirS system via the VR-RNA and by the VirX regulatory RNA.In addition, we found that expression of pfoA (theta-toxin), nagL (one of the five genes encoding hyaluronidases) and genes involved in the maintenance of cell redox status was differentially expressed in response to cysteine availability. Finally, we showed that the expression of genes involved in [Fe-S] clusters biogenesis and of the ldh gene encoding the lactate dehydrogenase was induced during cysteine limitation.ConclusionSeveral key functions for the cellular physiology of this anaerobic bacterium were controlled in response to cysteine availability. While most of the genes involved in sulfur metabolism are regulated by premature termination of transcription, other still uncharacterized mechanisms of regulation participated in the induction of gene expression during cysteine starvation.

NMD: RNA biology meets human genetic medicine

NMD (nonsense-mediated mRNA decay) belongs to the best-studied mRNA surveillance systems of the cell, limiting the synthesis of truncated and potentially harmful proteins on the one hand and playing an initially unexpected role in the regulation of global gene expression on the other hand. In the present review, we briefly discuss the factors involved in NMD, the different models proposed for the recognition of PTCs (premature termination codons), the diverse physiological roles of NMD, the involvement of this surveillance pathway in disease and the current strategies for medical treatment of PTC-related diseases.

Transcriptome Analysis of Genes Controlled byluxS/Autoinducer-2 inSalmonella entericaSerovar Typhimurium

The enteric pathogen Salmonella enterica serovar Typhimurium uses autoinducer-2 (AI-2) as a signaling molecule. AI-2 requires the luxS gene for its synthesis. The regulation of global gene expression in Salmonella Typhimurium by luxS/AI-2 is currently not known; therefore, the focus of this study was to elucidate the global gene expression patterns in Salmonella Typhimurium as regulated by luxS/AI-2. The genes controlled by luxS/AI-2 were identified using microarrays with RNA samples from wild-type (WT) Salmonella Typhimurium and its isogenic DeltaluxS mutant, in two growth conditions (presence and absence of glucose) at mid-log and early stationary phases. The results indicate that luxS/AI-2 has very different effects in Salmonella Typhimurium depending on the stage of cell growth and the levels of glucose. Genes with p < or = 0.05 were considered to be significantly expressed differentially between WT and DeltaluxS mutant. In the mid-log phase of growth, AI-2 activity was higher (1500-fold) in the presence of glucose than in its absence (450-fold). There was differential gene expression of 13 genes between the WT and its isogenic DeltaluxS mutant in the presence of glucose and 547 genes in its absence. In early stationary phase, AI-2 activity was higher (650-fold) in the presence of glucose than in its absence (1.5-fold). In the presence of glucose, 16 genes were differentially expressed, and in its absence, 60 genes were differentially expressed. Our microarray study indicates that both luxS and AI-2 could play a vital role in several cellular processes including metabolism, biofilm formation, transcription, translation, transport, and binding proteins, signal transduction, and regulatory functions in addition to previously identified functions. Phenotypic analysis of DeltaluxS mutant confirmed the microarray results and revealed that luxS did not influence growth but played a role in the biofilm formation and motility.