RESUMO
Trypanosoma cruzi is the etiological agent for Chagas disease, a neglected parasitic disease in Latin America. Gene transcription control governs the eukaryotic cell replication but is absent in trypanosomatids; thus, it must be replaced by posttranscriptional regulatory events. We investigated the entrance into the T. cruzi replicative cycle using ribosome profiling and proteomics on G1/S epimastigote cultures synchronized with hydroxyurea. We identified 1,784 translationally regulated genes (change > 2, false-discovery rate [FDR] < 0.05) and 653 differentially expressed proteins (change > 1.5, FDR < 0.05), respectively. A major translational remodeling accompanied by an extensive proteome change is found, while the transcriptome remains largely unperturbed at the replicative entrance of the cell cycle. The differentially expressed genes comprise specific cell cycle processes, confirming previous findings while revealing candidate cell cycle regulators that undergo previously unnoticed translational regulation. Clusters of genes showing a coordinated regulation at translation and protein abundance share related biological functions such as cytoskeleton organization and mitochondrial metabolism; thus, they may represent posttranscriptional regulons. The translatome and proteome of the coregulated clusters change in both coupled and uncoupled directions, suggesting that complex cross talk between the two processes is required to achieve adequate protein levels of different regulons. This is the first simultaneous assessment of the transcriptome, translatome, and proteome of trypanosomatids, which represent a paradigm for the absence of transcriptional control. The findings suggest that gene expression chronology along the T. cruzi cell cycle is controlled mainly by translatome and proteome changes coordinated using different mechanisms for specific gene groups. IMPORTANCE Trypanosoma cruzi is an ancient eukaryotic unicellular parasite causing Chagas disease, a potentially life-threatening illness that affects 6 to 7 million people, mostly in Latin America. The antiparasitic treatments for the disease have incomplete efficacy and adverse reactions; thus, improved drugs are needed. We study the mechanisms governing the replication of the parasite, aiming to find differences with the human host, valuable for the development of parasite-specific antiproliferative drugs. Transcriptional regulation is essential for replication in most eukaryotes, but in trypanosomatids, it must be replaced by subsequent gene regulation steps since they lack transcription initiation control. We identified the genome-wide remodeling of mRNA translation and protein abundance during the entrance to the replicative phase of the cell cycle. We found that translation is strongly regulated, causing variation in protein levels of specific cell cycle processes, representing the first simultaneous study of the translatome and proteome in trypanosomatids.
Assuntos
Perfilação da Expressão Gênica/métodos , Proteômica/métodos , Ribossomos/metabolismo , Trypanosoma cruzi/crescimento & desenvolvimento , Regulação da Expressão Gênica no Desenvolvimento , Estágios do Ciclo de Vida , Processamento de Proteína Pós-Traducional , Proteoma/genética , Proteínas de Protozoários/análise , RNA de Protozoário/análise , Transcriptoma , Trypanosoma cruzi/genética , Trypanosoma cruzi/metabolismoRESUMO
Previous work has suggested that highly positively charged protein segments coded by rare codons or poly (A) stretches induce ribosome stalling and translational arrest through electrostatic interactions with the negatively charged ribosome exit tunnel, leading to inefficient elongation. This arrest leads to the activation of the Ribosome Quality Control (RQC) pathway and results in low expression of these reporter proteins. However, the only endogenous yeast proteins known to activate the RQC are Rqc1, a protein essential for RQC function, and Sdd1, a protein with unknown function, both of which contain polybasic sequences. To explore the generality of this phenomenon, we investigated whether the RQC complex controls the expression of other proteins with polybasic sequences. We showed by ribosome profiling data analysis and western blot that proteins containing polybasic sequences similar to, or even more positively charged than those of Rqc1 and Sdd1, were not targeted by the RQC complex. We also observed that the previously reported Ltn1-dependent regulation of Rqc1 is posttranslational, independent of the RQC activity. Taken together, our results suggest that RQC should not be regarded as a general regulatory pathway for the expression of highly positively charged proteins in yeast.
Assuntos
Ribossomos/metabolismo , Proteínas de Saccharomyces cerevisiae/metabolismo , Saccharomyces cerevisiae/citologia , Saccharomyces cerevisiae/metabolismo , Expressão Gênica , Ligação Proteica , Saccharomyces cerevisiae/genéticaRESUMO
We investigated the gene-expression variation among humans by analysing previously published mRNA-seq and ribosome footprint profiling of heart left-ventricles from healthy donors. We ranked the genes according to their coefficient of variation values and found that the top 5% most variable genes had special features compared to the rest of the genome, such as lower mRNA levels and shorter half-lives coupled to increased translation efficiency. We observed that these genes are mostly involved with immune response and have a pleiotropic effect on disease phenotypes, indicating that asymptomatic conditions contribute to the gene expression diversity of healthy individuals.
Assuntos
Biologia Computacional/métodos , Redes Reguladoras de Genes , Miocárdio/química , Bases de Dados Genéticas , Regulação da Expressão Gênica , Humanos , Análise de Sequência de RNARESUMO
Programmed cell death 4 (PDCD4) protein is a tumor suppressor that inhibits translation through the mTOR-dependent initiation factor EIF4A, but its functional role and mRNA targets in neurons remain largely unknown. Our work identified that PDCD4 is highly expressed in axons and dendrites of CNS and PNS neurons. Using loss- and gain-of-function experiments in cortical and dorsal root ganglia primary neurons, we demonstrated the capacity of PDCD4 to negatively control axonal growth. To explore PDCD4 transcriptome and translatome targets, we used Ribo-seq and uncovered a list of potential targets with known functions as axon/neurite outgrowth regulators. In addition, we observed that PDCD4 can be locally synthesized in adult axons in vivo, and its levels decrease at the site of peripheral nerve injury and before nerve regeneration. Overall, our findings demonstrate that PDCD4 can act as a new regulator of axonal growth via the selective control of translation, providing a target mechanism for axon regeneration and neuronal plasticity processes in neurons.
Assuntos
Proteínas Reguladoras de Apoptose/metabolismo , Axônios/metabolismo , Dendritos/metabolismo , Traumatismos dos Nervos Periféricos/metabolismo , Proteínas de Ligação a RNA/metabolismo , Animais , Proteínas Reguladoras de Apoptose/genética , Células Cultivadas , Mutação com Ganho de Função , Perfilação da Expressão Gênica , Redes Reguladoras de Genes , Mutação com Perda de Função , Masculino , Camundongos , Células PC12 , Cultura Primária de Células , Biossíntese de Proteínas , Proteínas de Ligação a RNA/genética , Ratos , Regulação para CimaRESUMO
BACKGROUND: During breast cancer progression, the epithelial to mesenchymal transition has been associated with metastasis and endocrine therapy resistance; however, the underlying mechanisms remain elusive. To gain insight into this process, we studied the transition undergone by MCF7-derived cells, which is driven by the constitutive nuclear expression of a MKL1 variant devoid of the actin-binding domain (MKL1 ΔN200). We characterized the adaptive changes that occur during the MKL1-induced cellular model and focused on regulation of translation machinery and metabolic adaptation. METHODS: We performed a genome-wide analysis at the transcriptional and translational level using ribosome profiling complemented with RNA-Seq and analyzed the expression of components of the translation machinery and enzymes involved in energy metabolism. NGS data were correlated with metabolomic measurements and quantification of specific mRNAs extracted from polysomes and western blots. RESULTS: Our results reveal the expression profiles of a luminal to basal-like state in accordance with an epithelial to mesenchymal transition. During the transition, the synthesis of ribosomal proteins and that of many translational factors was upregulated. This overexpression of the translational machinery appears to be regulated at the translational level. Our results indicate an increase of ribosome biogenesis and translation activity. We detected an extensive metabolic rewiring occurring in an already "Warburg-like" context, in which enzyme isoform switches and metabolic shunts indicate a crucial role of HIF-1α along with other master regulatory factors. Furthermore, we detected a decrease in the expression of enzymes involved in ribonucleotide synthesis from the pentose phosphate pathway. During this transition, cells increase in size, downregulate genes associated with proliferation, and strongly upregulate expression of cytoskeletal and extracellular matrix genes. CONCLUSIONS: Our study reveals multiple regulatory events associated with metabolic and translational machinery adaptation during an epithelial mesenchymal-like transition process. During this major cellular transition, cells achieve a new homeostatic state ensuring their survival. This work shows that ribosome profiling complemented with RNA-Seq is a powerful approach to unveil in-depth global adaptive cellular responses and the interconnection among regulatory circuits, which will be helpful for identification of new therapeutic targets.
RESUMO
Translational control targeting the initiation phase is central to the regulation of gene expression. Understanding all of its aspects requires substantial technological advancements. Here we modified yeast translation complex profile sequencing (TCP-seq), related to ribosome profiling, and adapted it for mammalian cells. Human TCP-seq, capable of capturing footprints of 40S subunits (40Ss) in addition to 80S ribosomes (80Ss), revealed that mammalian and yeast 40Ss distribute similarly across 5'TRs, indicating considerable evolutionary conservation. We further developed yeast and human selective TCP-seq (Sel-TCP-seq), enabling selection of 40Ss and 80Ss associated with immuno-targeted factors. Sel-TCP-seq demonstrated that eIF2 and eIF3 travel along 5' UTRs with scanning 40Ss to successively dissociate upon AUG recognition; notably, a proportion of eIF3 lingers on during the initial elongation cycles. Highlighting Sel-TCP-seq versatility, we also identified four initiating 48S conformational intermediates, provided novel insights into ATF4 and GCN4 mRNA translational control, and demonstrated co-translational assembly of initiation factor complexes.
Assuntos
Complexos Multiproteicos/metabolismo , Fatores de Iniciação de Peptídeos/metabolismo , Biossíntese de Proteínas , Ribossomos/metabolismo , Regiões 5' não Traduzidas , Fator 4 Ativador da Transcrição/genética , Fator 4 Ativador da Transcrição/metabolismo , Fatores de Transcrição de Zíper de Leucina Básica/genética , Fatores de Transcrição de Zíper de Leucina Básica/metabolismo , Códon de Iniciação , Fator de Iniciação 2 em Eucariotos/genética , Fator de Iniciação 2 em Eucariotos/metabolismo , Fator de Iniciação 3 em Eucariotos/genética , Fator de Iniciação 3 em Eucariotos/metabolismo , Células HEK293 , Humanos , Complexos Multiproteicos/genética , Fatores de Iniciação de Peptídeos/genética , Subunidades Ribossômicas Menores de Eucariotos/genética , Subunidades Ribossômicas Menores de Eucariotos/metabolismo , Ribossomos/genética , Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/metabolismoRESUMO
The technique of ribosome profiling is based on the isolation of sequences around 30 nucleotides in size protected by mRNA-associated ribosomes, following digestion with specific nucleases, generating a footprint. After isolation and purification, these 30-nucleotide sequences are converted to a cDNA library and analyzed by deep sequencing, providing a high-precision picture of the translation process in vivo. In addition, this powerful technique allows for the study of several biological phenomena such as alternative splicing, alternative codon usage and initiation of translation by non-AUG codons. Furthermore, the ribosome footprinting technique has proved to be very efficient for studies of ribosome pause sites on mRNAs, which could act as key regulators in the translation process. Here we describe a modified protocol of the ribosome footprinting technique for translation efficiency analysis in Trypanosoma cruzi.
Assuntos
Sequenciamento de Nucleotídeos em Larga Escala , Iniciação Traducional da Cadeia Peptídica/genética , Ribossomos/genética , Trypanosoma cruzi/genética , Processamento Alternativo/genética , Sequência de Bases/genética , Uso do Códon/genética , Biblioteca Gênica , Parasitologia/métodos , RNA Mensageiro/genética , RNA Mensageiro/isolamento & purificação , RNA Mensageiro/metabolismo , RNA de Protozoário/genética , RNA de Protozoário/isolamento & purificação , RNA de Protozoário/metabolismo , Ribossomos/metabolismoRESUMO
Translation initiation is a critical step in the regulation of protein synthesis, and it is subjected to different control mechanisms, such as 5' UTR secondary structure and initiation codon context, that can influence the rates at which initiation and consequentially translation occur. For some genes, translation elongation also affects the rate of protein synthesis. With a GFP library containing nearly all possible combinations of nucleotides from the 3rd to the 5th codon positions in the protein coding region of the mRNA, it was previously demonstrated that some nucleotide combinations increased GFP expression up to four orders of magnitude. While it is clear that the codon region from positions 3 to 5 can influence protein expression levels of artificial constructs, its impact on endogenous proteins is still unknown. Through bioinformatics analysis, we identified the nucleotide combinations of the GFP library in Escherichia coli genes and examined the correlation between the expected levels of translation according to the GFP data with the experimental measures of protein expression. We observed that E. coli genes were enriched with the nucleotide compositions that enhanced protein expression in the GFP library, but surprisingly, it seemed to affect the translation efficiency only marginally. Nevertheless, our data indicate that different enterobacteria present similar nucleotide composition enrichment as E. coli, suggesting an evolutionary pressure towards the conservation of short translational enhancer sequences.
Assuntos
Códon/metabolismo , Escherichia coli/genética , Regulação Bacteriana da Expressão Gênica , Genes Bacterianos , Iniciação Traducional da Cadeia Peptídica , Regiões 5' não Traduzidas , Sequência de Bases , Evolução Biológica , Códon/química , Biologia Computacional/métodos , Elementos Facilitadores Genéticos , Escherichia coli/metabolismo , Biblioteca Gênica , Genes Reporter , Proteínas de Fluorescência Verde/genética , Proteínas de Fluorescência Verde/metabolismo , Conformação de Ácido Nucleico , Motivos de Nucleotídeos , Fases de Leitura Aberta , Ribossomos/genética , Ribossomos/metabolismoRESUMO
Protein translation is a key step in gene expression. The development of Ribosome Profiling has allowed the global analysis of this process at sub-codon resolution. In the last years the method has been applied to several models ranging from bacteria to mammalian cells yielding a surprising amount of insight on the mechanism and the regulation of translation. In this review we describe the key aspects of the experimental protocol and comment on the main conclusions raised in different models.
RESUMO
Commitment of adult stem cells involves the activation of specific gene networks regulated from transcription to protein synthesis. Here, we used ribosome profiling to identify mRNAs regulated at the translational level, through both differential association to polysomes and modulation of their translational rates. We observed that translational regulation during the differentiation of human adipose-derived stromal cells (hASCs, also known as adipose-derived mesenchymal stem cells), a subset of which are stem cells, to adipocytes was a major regulatory event. hASCs showed a significant reduction of whole protein synthesis after adipogenic induction and a downregulation of the expression and translational efficiency of ribosomal proteins. Additionally, focal adhesion and cytoskeletal proteins were downregulated at the translational level. This negative regulation of the essential biological functions of hASCs resulted in a reduction in cell size and the potential of hASCs to migrate. We analyzed whether the inactivation of key translation initiation factors was involved in this observed major repression of translation. We showed that there was an increase in the hypo phosphorylated forms of 4E-BP1, a negative regulator of translation, during early adipogenesis. Our results showed that extensive translational regulation occurred during the early stage of the adipogenic differentiation of hASCs.
Assuntos
Adipócitos/metabolismo , Adipogenia , Células-Tronco Mesenquimais/metabolismo , Biossíntese de Proteínas , Células Estromais/metabolismo , Proteínas Adaptadoras de Transdução de Sinal/genética , Proteínas Adaptadoras de Transdução de Sinal/metabolismo , Adipócitos/citologia , Proteínas de Ciclo Celular , Regulação para Baixo , Regulação da Expressão Gênica , Humanos , Células-Tronco Mesenquimais/citologia , Fosfoproteínas/genética , Fosfoproteínas/metabolismo , Células Estromais/citologiaRESUMO
Recent findings coming from human proteome research employing mass-spectrometry and ribosomal profiling methods have provided evidence for the translation of non-annotated coding sequence (CDSs) into alternative proteins (APs). The presence of APs in many human tissues and cell lines may become an important issue in genome sciences, especially in cancer genomics where the frequency of alternative proteins seems to be 10-fold higher than normal tissues. Finding new proteins can impact medical research by filling gaps in known molecular pathways or revealing new molecular markers and therapeutic targets. Among the cellular processes possibly involved in protein diversity, alternative splicing (AS) is the most cited, and it consists of an often-regulated mechanism that generates different mRNAs from the same gene, contributing to the functional diversity of mammalian cells. In the past, evidence for AS from multi-exon genes have come mainly from expression sequence tag (EST) data; only recently has mass-spectrometry (MS) been used to investigate the translation of alternative transcripts. Exploration of human MS data has detected tens to hundreds of alternative proteins in normal tissues, and thousands in cancer cell lines, suggesting that alternative proteins may have an important role in cancer. Analysis of MS data has revealed a vastly diverse AP repertoire, with some of this diversity being exclusively detected in cancer cells. Proteomic characterization of 20 breast cancer cell lines revealed a surprising 1,860 protein variants resulting from AS. Among these, 4 AP are clearly involved in cancer. A truncated variant of the NF- kB p65 subunit, a truncated form of the focal adhesion kinase PTK2 and two CD47 transmembrane receptor protein variants. Until now, little is known about the functional differences between these variants. Another cellular mechanism that possibly creates protein diversity is the alternative usage of translation initiation site (TIS). Detection of TIS is made possible by the Ribosome Profiling (RP) method. The principle of this technique is to capture mRNA translation by freezing the actively translating ribosomes onto transcripts, and then separating them by ultracentrifugation. Recently, RP was applied to mouse embryonic fibroblast cells and human HEK293 cells. The results revealed that the majority of mRNAs contain more than one translation initiation site (TIS), with more than 50% of the detected TISs mapping to alternative ORFs. In this review, we present a list of human alternative proteins validated by small and large-scale experimental methods. We also highlight that APs are probably not a secondary product of inaccurate splicing or translational process and most likely play an important role in the tumorigenic process. Thus, APs constitutes a promising research line for basic and clinical aspects of cancer (AU)
Assuntos
Humanos , Espectrometria de Massas , Linhagem Celular , Processamento Alternativo , Proteômica , NeoplasiasRESUMO
It has been proposed that polybasic peptides cause slower movement of ribosomes through an electrostatic interaction with the highly negative ribosome exit tunnel. Ribosome profiling data-the sequencing of short ribosome-bound fragments of mRNA-is a powerful tool for the analysis of mRNA translation. Using the yeast Saccharomyces cerevisiae as a model, we showed that reduced translation efficiency associated with polybasic protein sequences could be inferred from ribosome profiling. However, an increase in ribosome density at polybasic sequences was evident only when the commonly used translational inhibitors cycloheximide and anisomycin were omitted during mRNA isolation. Since ribosome profiling performed without inhibitors agrees with experimental evidence obtained by other methods, we conclude that cycloheximide and anisomycin must be avoided in ribosome profiling experiments.