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1.
Comput Struct Biotechnol J ; 20: 5622-5638, 2022.
Article in English | MEDLINE | ID: mdl-36284713

ABSTRACT

Glucocorticoids such as dexamethasone (Dex) are widely used to treat both acute and chronic inflammatory conditions. They regulate immune responses by dampening cell-mediated immunity in a glucocorticoid receptor (GR)-dependent manner, by suppressing the expression of pro-inflammatory cytokines and chemokines and by stimulating the expression of anti-inflammatory mediators. Despite its evident clinical benefit, the mechanistic underpinnings of the gene regulatory networks transcriptionally controlled by GR in a context-specific manner remain mysterious. Next generation sequencing methods such mRNA sequencing (RNA-seq) and Ribosome profiling (ribo-seq) provide tools to investigate the transcriptional and post-transcriptional mechanisms that govern gene expression. Here, we integrate matched RNA-seq data with ribo-seq data from human acute monocytic leukemia (THP-1) cells treated with the TLR4 ligand lipopolysaccharide (LPS) and with Dex, to investigate the global transcriptional and translational regulation (translational efficiency, ΔTE) of Dex-responsive genes. We find that the expression of most of the Dex-responsive genes are regulated at both the transcriptional and the post-transcriptional level, with the transcriptional changes intensified on the translational level. Overrepresentation pathway analysis combined with STRING protein network analysis and manual functional exploration, identified these genes to encode immune effectors and immunomodulators that contribute to macrophage-mediated immunity and to the maintenance of macrophage-mediated immune homeostasis. Further research into the translational regulatory network underlying the GR anti-inflammatory response could pave the way for the development of novel immunomodulatory therapeutic regimens with fewer undesirable side effects.

2.
Genome Biol ; 22(1): 191, 2021 06 28.
Article in English | MEDLINE | ID: mdl-34183069

ABSTRACT

BACKGROUND: Little is known about the impact of trans-acting genetic variation on the rates with which proteins are synthesized by ribosomes. Here, we investigate the influence of such distant genetic loci on the efficiency of mRNA translation and define their contribution to the development of complex disease phenotypes within a panel of rat recombinant inbred lines. RESULTS: We identify several tissue-specific master regulatory hotspots that each control the translation rates of multiple proteins. One of these loci is restricted to hypertrophic hearts, where it drives a translatome-wide and protein length-dependent change in translational efficiency, altering the stoichiometric translation rates of sarcomere proteins. Mechanistic dissection of this locus across multiple congenic lines points to a translation machinery defect, characterized by marked differences in polysome profiles and misregulation of the small nucleolar RNA SNORA48. Strikingly, from yeast to humans, we observe reproducible protein length-dependent shifts in translational efficiency as a conserved hallmark of translation machinery mutants, including those that cause ribosomopathies. Depending on the factor mutated, a pre-existing negative correlation between protein length and translation rates could either be enhanced or reduced, which we propose to result from mRNA-specific imbalances in canonical translation initiation and reinitiation rates. CONCLUSIONS: We show that distant genetic control of mRNA translation is abundant in mammalian tissues, exemplified by a single genomic locus that triggers a translation-driven molecular mechanism. Our work illustrates the complexity through which genetic variation can drive phenotypic variability between individuals and thereby contribute to complex disease.


Subject(s)
Cardiomegaly/genetics , Peptide Chain Initiation, Translational , Quantitative Trait Loci , RNA, Messenger/genetics , RNA, Small Nucleolar/genetics , Ribosomal Proteins/genetics , Ribosomes/genetics , Animals , Cardiomegaly/metabolism , Cardiomegaly/pathology , Gene Expression Profiling , Gene Expression Regulation , Genetic Variation , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Myocardium/metabolism , Myocardium/pathology , Organelle Biogenesis , RNA, Messenger/metabolism , RNA, Small Nucleolar/metabolism , Rats , Rats, Inbred SHR , Rats, Transgenic , Ribosomal Proteins/metabolism , Ribosomes/metabolism , Ribosomes/pathology , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Sarcomeres/metabolism , Sarcomeres/pathology
3.
Elife ; 92020 08 03.
Article in English | MEDLINE | ID: mdl-32744504

ABSTRACT

Long noncoding RNAs (lncRNAs) are a heterogenous group of RNAs, which can encode small proteins. The extent to which developmentally regulated lncRNAs are translated and whether the produced microproteins are relevant for human development is unknown. Using a human embryonic stem cell (hESC)-based pancreatic differentiation system, we show that many lncRNAs in direct vicinity of lineage-determining transcription factors (TFs) are dynamically regulated, predominantly cytosolic, and highly translated. We genetically ablated ten such lncRNAs, most of them translated, and found that nine are dispensable for pancreatic endocrine cell development. However, deletion of LINC00261 diminishes insulin+ cells, in a manner independent of the nearby TF FOXA2. One-by-one disruption of each of LINC00261's open reading frames suggests that the RNA, rather than the produced microproteins, is required for endocrine development. Our work highlights extensive translation of lncRNAs during hESC pancreatic differentiation and provides a blueprint for dissection of their coding and noncoding roles.


Subject(s)
Cell Differentiation/physiology , Islets of Langerhans/cytology , RNA, Long Noncoding/physiology , CRISPR-Cas Systems , Cells, Cultured , Gene Deletion , Gene Expression Regulation, Developmental , Gene Knockout Techniques , HEK293 Cells , Human Embryonic Stem Cells , Humans , Islets of Langerhans/embryology , Male , Protein Biosynthesis , RNA, Long Noncoding/genetics , Transcription Factors/metabolism
4.
Circulation ; 140(11): 937-951, 2019 09 10.
Article in English | MEDLINE | ID: mdl-31284728

ABSTRACT

BACKGROUND: Fibrosis is a common pathology in many cardiac disorders and is driven by the activation of resident fibroblasts. The global posttranscriptional mechanisms underlying fibroblast-to-myofibroblast conversion in the heart have not been explored. METHODS: Genome-wide changes of RNA transcription and translation during human cardiac fibroblast activation were monitored with RNA sequencing and ribosome profiling. We then used RNA-binding protein-based analyses to identify translational regulators of fibrogenic genes. The integration with cardiac ribosome occupancy levels of 30 dilated cardiomyopathy patients demonstrates that these posttranscriptional mechanisms are also active in the diseased fibrotic human heart. RESULTS: We generated nucleotide-resolution translatome data during the transforming growth factor ß1-driven cellular transition of human cardiac fibroblasts to myofibroblasts. This identified dynamic changes of RNA transcription and translation at several time points during the fibrotic response, revealing transient and early-responder genes. Remarkably, about one-third of all changes in gene expression in activated fibroblasts are subject to translational regulation, and dynamic variation in ribosome occupancy affects protein abundance independent of RNA levels. Targets of RNA-binding proteins were strongly enriched in posttranscriptionally regulated genes, suggesting genes such as MBNL2 can act as translational activators or repressors. Ribosome occupancy in the hearts of patients with dilated cardiomyopathy suggested the same posttranscriptional regulatory network was underlying cardiac fibrosis. Key network hubs include RNA-binding proteins such as Pumilio RNA binding family member 2 (PUM2) and Quaking (QKI) that work in concert to regulate the translation of target transcripts in human diseased hearts. Furthermore, silencing of both PUM2 and QKI inhibits the transition of fibroblasts toward profibrotic myofibroblasts in response to transforming growth factor ß1. CONCLUSIONS: We reveal widespread translational effects of transforming growth factor ß1 and define novel posttranscriptional regulatory networks that control the fibroblast-to-myofibroblast transition. These networks are active in human heart disease, and silencing of hub genes limits fibroblast activation. Our findings show the central importance of translational control in fibrosis and highlight novel pathogenic mechanisms in heart failure.


Subject(s)
Heart Diseases/genetics , Heart Diseases/metabolism , Myocytes, Cardiac/metabolism , Myocytes, Cardiac/pathology , Protein Biosynthesis/genetics , RNA-Binding Proteins/genetics , Cells, Cultured , Fibroblasts/metabolism , Fibroblasts/pathology , Fibrosis/genetics , Fibrosis/metabolism , Fibrosis/pathology , Gene Expression Profiling/methods , Heart Diseases/pathology , Humans , Sequence Analysis, RNA/methods , Transforming Growth Factor beta1/genetics , Transforming Growth Factor beta1/metabolism
5.
Cell ; 178(1): 242-260.e29, 2019 06 27.
Article in English | MEDLINE | ID: mdl-31155234

ABSTRACT

Gene expression in human tissue has primarily been studied on the transcriptional level, largely neglecting translational regulation. Here, we analyze the translatomes of 80 human hearts to identify new translation events and quantify the effect of translational regulation. We show extensive translational control of cardiac gene expression, which is orchestrated in a process-specific manner. Translation downstream of predicted disease-causing protein-truncating variants appears to be frequent, suggesting inefficient translation termination. We identify hundreds of previously undetected microproteins, expressed from lncRNAs and circRNAs, for which we validate the protein products in vivo. The translation of microproteins is not restricted to the heart and prominent in the translatomes of human kidney and liver. We associate these microproteins with diverse cellular processes and compartments and find that many locate to the mitochondria. Importantly, dozens of microproteins are translated from lncRNAs with well-characterized noncoding functions, indicating previously unrecognized biology.


Subject(s)
Myocardium/metabolism , Protein Biosynthesis , Adolescent , Adult , Aged , Animals , Codon/genetics , Female , Gene Expression Regulation , HEK293 Cells , Humans , Infant , Male , Mice , Mice, Inbred C57BL , Middle Aged , Open Reading Frames/genetics , RNA, Circular/genetics , RNA, Circular/metabolism , RNA, Long Noncoding/genetics , RNA, Long Noncoding/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , Rats , Ribosomes/genetics , Ribosomes/metabolism , Young Adult
6.
Nature ; 552(7683): 110-115, 2017 12 07.
Article in English | MEDLINE | ID: mdl-29160304

ABSTRACT

Fibrosis is a common pathology in cardiovascular disease. In the heart, fibrosis causes mechanical and electrical dysfunction and in the kidney, it predicts the onset of renal failure. Transforming growth factor ß1 (TGFß1) is the principal pro-fibrotic factor, but its inhibition is associated with side effects due to its pleiotropic roles. We hypothesized that downstream effectors of TGFß1 in fibroblasts could be attractive therapeutic targets and lack upstream toxicity. Here we show, using integrated imaging-genomics analyses of primary human fibroblasts, that upregulation of interleukin-11 (IL-11) is the dominant transcriptional response to TGFß1 exposure and required for its pro-fibrotic effect. IL-11 and its receptor (IL11RA) are expressed specifically in fibroblasts, in which they drive non-canonical, ERK-dependent autocrine signalling that is required for fibrogenic protein synthesis. In mice, fibroblast-specific Il11 transgene expression or Il-11 injection causes heart and kidney fibrosis and organ failure, whereas genetic deletion of Il11ra1 protects against disease. Therefore, inhibition of IL-11 prevents fibroblast activation across organs and species in response to a range of important pro-fibrotic stimuli. These results reveal a central role of IL-11 in fibrosis and we propose that inhibition of IL-11 is a potential therapeutic strategy to treat fibrotic diseases.


Subject(s)
Cardiovascular System/metabolism , Cardiovascular System/pathology , Fibrosis/metabolism , Fibrosis/pathology , Interleukin-11/metabolism , Animals , Autocrine Communication , Cells, Cultured , Female , Fibroblasts/drug effects , Fibroblasts/metabolism , Fibroblasts/pathology , Fibrosis/chemically induced , Heart , Humans , Interleukin-11/antagonists & inhibitors , Interleukin-11/genetics , Interleukin-11 Receptor alpha Subunit/deficiency , Interleukin-11 Receptor alpha Subunit/genetics , Kidney/pathology , Male , Mice , Mice, Knockout , Middle Aged , Myocardium/metabolism , Myocardium/pathology , Organ Dysfunction Scores , Protein Biosynthesis , Transforming Growth Factor beta1/metabolism , Transforming Growth Factor beta1/pharmacology , Transgenes/genetics
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