scholarly journals Leveraging genome-wide datasets to quantify the functional role of the anti-Shine–Dalgarno sequence in regulating translation efficiency

Open Biology ◽  
2017 ◽  
Vol 7 (1) ◽  
pp. 160239 ◽  
Author(s):  
Adam J. Hockenberry ◽  
Adam R. Pah ◽  
Michael C. Jewett ◽  
Luís A. N. Amaral

Studies dating back to the 1970s established that sequence complementarity between the anti-Shine–Dalgarno (aSD) sequence on prokaryotic ribosomes and the 5′ untranslated region of mRNAs helps to facilitate translation initiation. The optimal location of aSD sequence binding relative to the start codon, the full extents of the aSD sequence and the functional form of the relationship between aSD sequence complementarity and translation efficiency have not been fully resolved. Here, we investigate these relationships by leveraging the sequence diversity of endogenous genes and recently available genome-wide estimates of translation efficiency. We show that—after accounting for predicted mRNA structure—aSD sequence complementarity increases the translation of endogenous mRNAs by roughly 50%. Further, we observe that this relationship is nonlinear, with translation efficiency maximized for mRNAs with intermediate levels of aSD sequence complementarity. The mechanistic insights that we observe are highly robust: we find nearly identical results in multiple datasets spanning three distantly related bacteria. Further, we verify our main conclusions by re-analysing a controlled experimental dataset.

2016 ◽  
Author(s):  
Adam J Hockenberry ◽  
Adam R Pah ◽  
Michael C Jewett ◽  
Luís AN Amaral

Studies dating back to the 1970s established that binding between the anti-Shine-Dalgarno (aSD) sequence on prokaryotic ribosomes and mRNA helps to facilitate translation initiation. The location of aSD binding relative to the start codon, the full extents of the aSD sequence, and the functional form of the relationship between aSD binding and translation efficiency are important parameters that remain ill defined in the literature. Here, we leverage genome-wide estimates of translation efficiency to determine these parameters and show that anti-Shine-Dalgarno sequence binding increases the translation of endogenous mRNAs on the order of 50%. Our findings highlight the non-linearity of this relationship, showing that translation efficiency is maximized for sequences with intermediate aSD binding strengths. These mechanistic insights are highly robust; we find nearly identical results in ribosome profiling datasets from 3 highly diverged bacteria, as well as independent genome-scale estimates and controlled experimental data using recombinant GFP expression.


2015 ◽  
Vol 173 (2) ◽  
pp. 185-195 ◽  
Author(s):  
Masanori Murakami ◽  
Takanobu Yoshimoto ◽  
Kazuhiko Nakabayashi ◽  
Kyoichiro Tsuchiya ◽  
Isao Minami ◽  
...  

ObjectiveThe pathophysiology of aldosterone-producing adenomas (APA) has been investigated intensively through genetic and genomic approaches. However, the role of epigenetics in APA is not fully understood. In the present study, we explored the relationship between gene expression and DNA methylation status in APA.MethodsWe conducted an integrated analysis of transcriptome and methylome data of paired APA-adjacent adrenal gland (AAG) samples from the same patient. The adrenal specimens were obtained from seven Japanese patients with APA who underwent adrenalectomy. Gene expression and genome-wide CpG methylation profiles were obtained from RNA and DNA samples that were extracted from those seven paired tissues.ResultsMethylome analysis showed global CpG hypomethylation in APA relative to AAG. The integration of gene expression and methylation status showed that 34 genes were up-regulated with CpG hypomethylation in APA. Of these, three genes (CYP11B2, MC2R, and HPX) may be related to aldosterone production, and five genes (PRRX1, RAB38, FAP, GCNT2, and ASB4) are potentially involved in tumorigenesis.ConclusionThe present study is the first methylome analysis to compare APA with AAG in the same patients. Our integrated analysis of transcriptome and methylome revealed DNA hypomethylation in APA and identified several up-regulated genes with DNA hypomethylation that may be involved in aldosterone production and tumorigenesis.


Author(s):  
Minglei Yang ◽  
Hugh C. Woolfenden ◽  
Yueying Zhang ◽  
Xiaofeng Fang ◽  
Qi Liu ◽  
...  

ABSTRACTMicroRNA (miRNA)-mediated cleavage is involved in numerous essential cellular pathways. miRNAs recognize target RNAs via sequence complementarity. In addition to complementarity, in vitro and in silico studies have suggested that RNA structure may influence the accessibility of mRNAs to miRNA-Induced Silencing Complexes (miRISCs), thereby affecting RNA silencing. However, the regulatory mechanism of mRNA structure in miRNA cleavage remains elusive. Here, we investigated the role of in vivo RNA secondary structure in miRNA cleavage by developing the new CAP-STRUCTURE-seq method to capture the intact mRNA structurome in Arabidopsis thaliana. This approach revealed that miRNA target sites were not structurally accessible for miRISC binding prior to cleavage in vivo. Instead, the unfolding of the target site structure is the primary determinant for miRISC activity in vivo. Notably, we found that the single-strandedness of the two nucleotides immediately downstream of the target site, named Target Adjacent structure Motif (TAM), can promote miRNA cleavage but not miRNA binding, thus decoupling target site binding from cleavage. Our findings demonstrate that mRNA structure in vivo can regulate miRNA cleavage, providing evidence of mRNA structure-dependent regulation of biological processes.


Blood ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 2658-2658
Author(s):  
Klaske A.M.H. Thiadens ◽  
Eleonora de Klerk ◽  
Ivo F.A.C. Fokkema ◽  
Peter A.C. ‘t Hoen ◽  
Marieke von Lindern

Abstract The erythroid progenitor compartment possesses a large expansion capacity, both in vivo and in vitro, which enables a rapid restoration of peripheral erythrocytes following severe blood loss. This expansion is tightly regulated to maintain erythrocyte numbers between narrow boundaries, and to balance expansion of the erythroid compartment against the availability of iron for heme and haemoglobin production. We previously observed that control of mRNA translation is crucial for expansion of the erythroid compartment. We also showed that translation of specific transcripts is impaired in Diamond Blackfan Anemia (DBA), a severe congenital anemia due to defective ribosome biosynthesis. Transcripts can be subject to translational control through domains in the 5’- or 3’UTR, including secondary structures, protein binding sequences and upstream open reading frames (uORFs). The presence of uORFs, including those starting at non-AUG codons in the 5’UTR, may alter the level of mRNA translation, but may also result in the expression of alternative protein isoforms because translation initiation may be redirected to more downstream start codons. The aim of our current studies is to provide a genome wide map of mRNA translation efficiency during erythropoiesis that can be used to investigate defective mRNA translation in, for instance, DBA. Ribosome profiling is a genome wide high-throughput sequencing technology for global mapping of translation initiation sites that allows translation analysis with codon resolution at the genome wide level. We first investigated translational changes occurring during differentiation of mouse erythroblasts. We used p53-deficient, growth factor dependent and differentiation competent immortalized erythroblast cultures that were expanded in presence of erythropoietin (Epo), stem cell factor (SCF) and glucocorticoids as T0, and subsequently differentiated the cells in presence of Epo for 17 and 46 hours (T17, and T46 samples). To obtain ribosome footprints, the cells were treated for 7 minutes with harringtonin or solvent, and subsequently for 5 minutes with cycloheximide, which arrests translation by stabilizing the ribosomes at translation initiation codons, or on all codons, respectively. We used optimized protocols for ribosome footprinting and data analysis, and focused the analysis on transcripts containing uORFs. First we performed a qualitative analysis of start codon usage. The ribosome footprint data proved to be superior to previously used polyribosome recruitment. In some cases polysome recruitment appeared to represent translation of an uORFs while the protein coding ORF is hardly translated (e.g. Csf2rb2, Puma). In another set of transcripts, we found uORFs that are differentially translated during differentiation, and thereby regulate differential translation from a downstream start codon (e.g. Klf3, Use1, CD47, Kell). Finally, comparison of ribosome footprints determined in erythroblasts and in myoblasts/myotubes revealed tissue specific translation regulation of otherwise ubiquitously expressed transcripts among which transcripts encoding ribosomal proteins. Second, we will perform quantitative analysis of mRNA translation in erythropoiesis through the comparison of ribosome footprint reads in an ORF with total mRNA reads obtained from total mRNA sequencing of the same sample. The obtained insight in transcript specific translation at codon resolution is of great value to understand many cellular processes during erythropoiesis, and will be of particular interest to understand responses to iron availability and reactive oxygen species that particularly affect translation of transcripts harboring uORFs. Disclosures No relevant conflicts of interest to declare.


2020 ◽  
Vol 48 (15) ◽  
pp. 8767-8781 ◽  
Author(s):  
Minglei Yang ◽  
Hugh C Woolfenden ◽  
Yueying Zhang ◽  
Xiaofeng Fang ◽  
Qi Liu ◽  
...  

Abstract MicroRNA (miRNA)-mediated cleavage is involved in numerous essential cellular pathways. miRNAs recognize target RNAs via sequence complementarity. In addition to complementarity, in vitro and in silico studies have suggested that RNA structure may influence the accessibility of mRNAs to miRNA-induced silencing complexes (miRISCs), thereby affecting RNA silencing. However, the regulatory mechanism of mRNA structure in miRNA cleavage remains elusive. We investigated the role of in vivo RNA secondary structure in miRNA cleavage by developing the new CAP-STRUCTURE-seq method to capture the intact mRNA structurome in Arabidopsis thaliana. This approach revealed that miRNA target sites were not structurally accessible for miRISC binding prior to cleavage in vivo. Instead, we found that the unfolding of the target site structure plays a key role in miRISC activity in vivo. We found that the single-strandedness of the two nucleotides immediately downstream of the target site, named Target Adjacent nucleotide Motif, can promote miRNA cleavage but not miRNA binding, thus decoupling target site binding from cleavage. Our findings demonstrate that mRNA structure in vivo can modulate miRNA cleavage, providing evidence of mRNA structure-dependent regulation of biological processes.


2020 ◽  
Vol 21 (8) ◽  
pp. 533-540 ◽  
Author(s):  
Claudia Pisanu ◽  
Donatella Congiu ◽  
Mirko Manchia ◽  
Paola Caria ◽  
Cristina Cocco ◽  
...  

Aim: To assess the role of lithium treatment in the relationship between bipolar disorder (BD) and leukocyte telomere length (LTL). Materials & methods: We compared LTL between 131 patients with BD, with or without a history of lithium treatment, and 336 controls. We tested the association between genetically determined LTL and BD in two large genome-wide association datasets. Results: Patients with BD with a history lithium treatment showed longer LTL compared with never-treated patients (p = 0.015), and similar LTL compared with controls. Patients never treated with lithium showed shorter LTL compared with controls (p = 0.029). Mendelian randomization analysis showed no association between BD and genetically determined LTL. Conclusion: Our data support previous findings showing that long-term lithium treatment might protect against telomere shortening.


2017 ◽  
Author(s):  
Gareth J Morgan ◽  
David H Burkhardt ◽  
Jeffery W Kelly ◽  
Evan T Powers

ABSTRACTCellular protein levels are dictated by the balance between gene transcription, mRNA translation and protein degradation, among other factors. Cells must manage their proteomes during stress; one way in which they may do so, in principle, is by differential translation. We used ribosome profiling to directly monitor translation inE. coliat 30 °C and investigate how this changes after 10-20 minutes of heat shock at 42 °C. Translation is controlled by the interplay of several RNA hybridization processes, which are expected to be temperature sensitive. However, translation efficiencies are robustly maintained after thermal heat shock and after mimicking the heat shock response transcriptional program at 30 °C. Several gene-specific parameters correlated with translation efficiency, including predicted mRNA structure and whether a gene is cotranslationally translocated into the inner membrane. Genome-wide predictions of the temperature dependence of mRNA structure suggest that relatively few genes show a melting transition between 30 °C and 42 °C, consistent with our observations. A linear model with five parameters can predict 33% of the variation in translation efficiency between genes, which may be useful in interpreting transcriptome data.


2020 ◽  
Vol 135 (1) ◽  
pp. 90-107
Author(s):  
Kiran Riasat ◽  
David Bardell ◽  
Katarzyna Goljanek-Whysall ◽  
Peter D Clegg ◽  
Mandy J Peffers

Abstract Introduction Tendon is a composite material with a well-ordered hierarchical structure exhibiting viscoelastic properties designed to transfer force. It is recognized that the incidence of tendon injury increases with age, suggesting a deterioration in homeostatic mechanisms or reparative processes. This review summarizes epigenetic mechanisms identified in ageing healthy tendon. Sources of data We searched multiple databases to produce a systematic review on the role of epigenetic mechanisms in tendon ageing. Areas of agreement Epigenetic mechanisms are important in predisposing ageing tendon to injury. Areas of controversy The relative importance of epigenetic mechanisms are unknown in terms of promoting healthy ageing. It is also unknown whether these changes represent protective mechanisms to function or predispose to pathology. Growing point Epigenetic markers in ageing tendon, which are under-researched including genome-wide chromatin accessibility, should be investigated. Areas timely for developing research Metanalysis through integration of multiple datasets and platforms will enable a holistic understanding of the epigenome in ageing and its relevance to disease.


Blood ◽  
2010 ◽  
Vol 115 (9) ◽  
pp. 1765-1767 ◽  
Author(s):  
Rashmi B. Prasad ◽  
Fay J. Hosking ◽  
Jayaram Vijayakrishnan ◽  
Elli Papaemmanuil ◽  
Rolf Koehler ◽  
...  

Abstract Recent genome-wide association data have implicated genetic variation at 7p12.2 (IKZF1), 10q21.2 (ARIDB5), and 14q11.2 (CEBPE) in the etiology of B-cell childhood acute lymphoblastic leukemia (ALL). To verify and further examine the relationship between these variants and ALL risk, we genotyped 1384 cases of precursor B-cell childhood ALL and 1877 controls from Germany and the United Kingdom. The combined data provided statistically significant support for an association between genotype at each of these loci and ALL risk; odds ratios (OR), 1.69 (P = 7.51 ×10−22), 1.80 (P = 5.90 × 10−28), and 1.27 (P = 4.90 × 10−6), respectively. Furthermore, the risk of ALL increases with an increasing numbers of variant alleles for the 3 loci (ORper-allele = 1.53, 95% confidence interval, 1.44-1.62; Ptrend = 3.49 × 10−42), consistent with a polygenic model of disease susceptibility. These data provide unambiguous evidence for the role of these variants in defining ALL risk underscoring approximately 64% of cases.


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