Chemical Modification Of RNA Research Articles

StructureFold2: Bringing chemical probing data into the computational fold of RNA structural analysis

The secondary structure of an RNA is often implicit to its function. Recently, various high-throughput RNA structure probing techniques have been developed to elucidate important RNA structure-function relationships genome-wide. These techniques produce unwieldy experimental data sets that require evaluation with unique computational pipelines. Herein, we present StructureFold2, a user-friendly set of analysis tools that makes precise data processing and detailed downstream analyses of such data sets both available and practical. StructureFold2 processes high-throughput reads sequenced from libraries prepared after experimental probing for reverse transcription (RT) stops generated by chemical modification of RNA at solvent accessible residues. This pipeline is able to analyze reads generated from a variety of structure-probing chemicals (e.g. DMS, glyoxal, SHAPE). Notably, StructureFold2 offers a new fully featured suite of utilities and tools to guide a user through multiple types of analyses. A particular emphasis is placed on analyzing the reactivity patterns of transcripts, complementing their use as folding restraints for predicting RNA secondary structure. StructureFold2 is hosted as a Github repository and is available at (https://github.com/StructureFold2/StructureFold2).

Accurate detection of chemical modifications in RNA by mutational profiling (MaP) with ShapeMapper 2.

Mutational profiling (MaP) enables detection of sites of chemical modification in RNA as sequence changes during reverse transcription (RT), subsequently read out by massively parallel sequencing. We introduce ShapeMapper 2, which integrates careful handling of all classes of adduct-induced sequence changes, sequence variant correction, basecall quality filters, and quality-control warnings to now identify RNA adduct sites as accurately as achieved by careful manual analysis of electrophoresis data, the prior highest-accuracy standard. MaP and ShapeMapper 2 provide a robust, experimentally concise, and accurate approach for reading out nucleic acid chemical probing experiments.

RNA cytosine methyltransferase Nsun3 regulates embryonic stem cell differentiation by promoting mitochondrial activity

Chemical modifications of RNA have been attracting increasing interest because of their impact on RNA fate and function. Therefore, the characterization of enzymes catalyzing such modifications is of great importance. The RNA cytosine methyltransferase NSUN3 was recently shown to generate 5-methylcytosine in the anticodon loop of mitochondrial tRNAMet. Further oxidation of this position is required for normal mitochondrial translation and function in human somatic cells. Because embryonic stem cells (ESCs) are less dependent on oxidative phosphorylation than somatic cells, we examined the effects of catalytic inactivation of Nsun3 on self-renewal and differentiation potential of murine ESCs. We demonstrate that Nsun3-mutant cells show strongly reduced mt-tRNAMet methylation and formylation as well as reduced mitochondrial translation and respiration. Despite the lower dependence of ESCs on mitochondrial activity, proliferation of mutant cells was reduced, while pluripotency marker gene expression was not affected. By contrast, ESC differentiation was skewed towards the meso- and endoderm lineages at the expense of neuroectoderm. Wnt3 was overexpressed in early differentiating mutant embryoid bodies and in ESCs, suggesting that impaired mitochondrial function disturbs normal differentiation programs by interfering with cellular signalling pathways. Interestingly, basal levels of reactive oxygen species (ROS) were not altered in ESCs, but Nsun3 inactivation attenuated induction of mitochondrial ROS upon stress, which may affect gene expression programs upon differentiation. Our findings not only characterize Nsun3 as an important regulator of stem cell fate but also provide a model system to study the still incompletely understood interplay of mitochondrial function with stem cell pluripotency and differentiation.

Multiplexed analysis of fixed tissue RNA using Ligation in situ Hybridization.

Clinical tissues are prepared for histological analysis and long-term storage via formalin fixation and paraffin embedding (FFPE). The FFPE process results in fragmentation and chemical modification of RNA, rendering it less suitable for analysis by techniques that rely on reverse transcription (RT) such as RT-qPCR and RNA-Seq. Here we describe a broadly applicable technique called ‘Ligation in situ Hybridization’ (‘LISH’), which is an alternative methodology for the analysis of FFPE RNA. LISH utilizes the T4 RNA Ligase 2 to efficiently join adjacent chimeric RNA–DNA probe pairs hybridized in situ on fixed RNA target sequences. Subsequent treatment with RNase H releases RNA-templated ligation products into solution for downstream analysis. We demonstrate several unique advantages of LISH-based assays using patient-derived FFPE tissue. These include >100-plex capability, compatibility with common histochemical stains and suitability for analysis of decade-old materials and exceedingly small microdissected tissue fragments. High-throughput DNA sequencing modalities, including single molecule sequencing, can be used to analyze ligation products from complex panels of LISH probes (‘LISH-seq’), which can be amplified efficiently and with negligible bias. LISH analysis of FFPE RNA is a novel methodology with broad applications that range from multiplexed gene expression analysis to the sensitive detection of infectious organisms.

The Epitranscriptome of Noncoding RNAs in Cancer.

The activity of RNA is controlled by different types of post-transcriptional modifications, such as the addition of methyl groups and other chemical and structural changes, that have been recently described in human cells by high-throughput sequencing. Herein, we will discuss how the so-called epitranscriptome is disrupted in cancer and what the contribution of its writers, readers, and erasers to the process of cellular transformation is, particularly focusing on the epigenetic modifications of ncRNAs.Significance: Chemical modifications of RNA play a central role in the control of messenger and ncRNA activity and, thus, are tightly regulated in cells. In this review, we provide insight into how these marks are altered in cancer cells and how this knowledge can be translated to the clinical setting. Cancer Discov; 7(4); 359-68. ©2017 AACR.

Post-transcriptional modifications in development and stem cells.

Cells adapt to their environment by linking external stimuli to an intricate network of transcriptional, post-transcriptional and translational processes. Among these, mechanisms that couple environmental cues to the regulation of protein translation are not well understood. Chemical modifications of RNA allow rapid cellular responses to external stimuli by modulating a wide range of fundamental biochemical properties and processes, including the stability, splicing and translation of messenger RNA. In this Review, we focus on the occurrence of N6-methyladenosine (m6A), 5-methylcytosine (m5C) and pseudouridine (Ψ) in RNA, and describe how these RNA modifications are implicated in regulating pluripotency, stem cell self-renewal and fate specification. Both post-transcriptional modifications and the enzymes that catalyse them modulate stem cell differentiation pathways and are essential for normal development.

Structural basis of N(6)-adenosine methylation by the METTL3-METTL14 complex.

Chemical modifications of RNA have essential roles in a vast range of cellular processes. N(6)-methyladenosine (m(6)A) is an abundant internal modification in messenger RNA and long non-coding RNA that can be dynamically added and removed by RNA methyltransferases (MTases) and demethylases, respectively. An MTase complex comprising methyltransferase-like 3 (METTL3) and methyltransferase-like 14 (METTL14) efficiently catalyses methyl group transfer. In contrast to the well-studied DNA MTase, the exact roles of these two RNA MTases in the complex remain to be elucidated. Here we report the crystal structures of the METTL3-METTL14 heterodimer with MTase domains in the ligand-free, S-adenosyl methionine (AdoMet)-bound and S-adenosyl homocysteine (AdoHcy)-bound states, with resolutions of 1.9, 1.71 and 1.61 Å, respectively. Both METTL3 and METTL14 adopt a class I MTase fold and they interact with each other via an extensive hydrogen bonding network, generating a positively charged groove. Notably, AdoMet was observed in only the METTL3 pocket and not in METTL14. Combined with biochemical analysis, these results suggest that in the m(6)A MTase complex, METTL3 primarily functions as the catalytic core, while METTL14 serves as an RNA-binding platform, reminiscent of the target recognition domain of DNA N(6)-adenine MTase. This structural information provides an important framework for the functional investigation of m(6)A.

Sequence mapping of transfer RNA chemical modifications by liquid chromatography tandem mass spectrometry

Mass spectrometry is a powerful analytical tool for identifying and characterizing structural modifications to the four canonical bases in RNA, information that is lost when using techniques such as PCR for RNA analysis. Here we described an updated method for sequence mapping of modified nucleosides in transfer RNA. This modification mapping approach utilizes knowledge of the modified nucleosides present in the sample along with the genome-derived tRNA sequence to readily locate modifications site-specifically in the tRNA sequence. The experimental approach involves isolation of the tRNA of interest followed by separate enzymatic digestion to nucleosides and oligonucleotides. Both samples are analyzed by liquid chromatography tandem mass spectrometry (LC–MS/MS) and the data sets are then combined to yield the modification profile of the tRNA. Data analysis is facilitated by the use of unmodified sequence exclusion lists and new developments in software that can automate MS/MS spectral annotation. The method is illustrated using tRNA-Asn isolated from Thermus thermophilus.

Chemical modification of RNA for function

RNA Biochemisty Chemical modifications play an important role in modifying and regulating the function of DNA and RNA. Delatte et al. show that, in the fruit fly, many messenger RNAs (mRNAs) contain the modified base 5-hydroxymethylcytosine (5hmC). The chemical mark is added by the same enzyme that

Posttranscriptional methylation of transfer and ribosomal RNA in stress response pathways, cell differentiation, and cancer.

Significant advances have been made in understanding the functional roles of evolutionarily conserved chemical modifications in RNA. By focusing on cytosine-5 methylation, we will highlight the latest insight into the mechanisms how posttranscriptional methylation contributes to cell fate decisions, with implications for cancer development. Several mutations in RNA-modifying enzymes have been identified to cause complex human diseases, and linked posttranscriptional modifications to fundamental cellular processes. Distinct posttranscriptional modifications are implicated in the regulation of stem cell maintenance and cellular differentiation. The dynamic deposition of a methyl mark into noncoding RNAs modulates the adaptive cellular responses to stress and alterations of methylation levels may lead to cancer. Posttranscriptional modifications such as cytosine-5 methylation are dynamically regulated and may influence tumour development, maintenance, and progression.

RNA folding retrospective: lessons from ribozymes big and small.

RNA folding retrospective: lessons from ribozymes big and small.

Cellular RNA is chemically modified by exposure to air pollution mixtures

RNAs are more susceptible to modifications than DNA, and chemical modifications in RNA have an effect on their structure and function. This study aimed to characterize chemical effects on total RNA in human A549 lung cells after exposure to elevated levels of major secondary air pollutants commonly found in urban locations, including ozone (O3), acrolein (ACR) and methacrolein (MACR). Enzyme-linked immunosorbent assays (ELISA) were used to measure levels of interleukin (IL)-8 in the growth media and 8-oxoguanine (8OG) levels in total cellular RNA, and lactate dehydrogenase (LDH) in the growth media was measured by a coupled enzymatic assay. Quantitative real-time polymerase chain reaction (qRT-PCR) was used to measure levels of microRNA 10b (miR-10b). The study found that 1-h exposure to all tested pollutant mixtures consistently caused significant increases in the levels of 8OG in total RNA. In the case of 4 ppm O3 exposures, measured levels of IL-8, LDH and miR-10b each showed consistent trends between two independent trials, but varied among these three targets. After 1-h exposures to an ACR+MACR mixture, measured levels of IL-8, LDH and miR-10b showed variable results. For mixtures of O3+ACR+MACR, IL-8 measurements showed no change; miR-10b and LDH showed variable results. The results indicate that short-term high-concentration exposures to air pollution can cause RNA chemical modifications. Chemical modifications in RNAs could represent more consistent markers of cellular stress relative to other inflammation markers, such as IL-8 and LDH, and provide a new biomarker endpoint for mechanistic studies in toxicity of air pollution exposure.

Reliable quantification of mRNA in archived formalin-fixed tissue with or without paraffin embedding.

Formalin fixation and paraffin embedding (FFPE) is a standard method for tissue sample storage and preservation in pathology archives. The Reverse Transcriptase Quantitative Polymerase Chain Reaction (RT-qPCR) is a useful method for gene expression analysis, but its sensitivity is significantly decreased in FFPE tissue due to the fixation process. This process results in chemical modifications of RNA, cross-links proteins to RNA, and degrades RNA in these archived samples, hindering the reverse transcription step of the conventional RT-pPCR method and preventing generation of a cDNA that is long enough for the subsequent quantitative PCR step. In this study, we used a multi-species RT-qPCR method originally developed to detect mRNA in tissue homogenate samples (Wang et al., 2011) and applied it to effectively detect a specific mRNA in formalin-fixed tissues with or without paraffin-embedding by targeting mRNA sequences as short as 24 nucleotides. Target sizes ranging from 24 to 91 nucleotides were evaluated using this multi-species RT-qPCR assay. Data generated with FFPE tissues demonstrated that use of short target sequences relieved the dependence on RNA quality and could reliably quantify mRNA. This method was highly sensitive, reproducible, and had a dynamic range of five orders of magnitude. Importantly, this method could quantify mRNA in prolonged formalin-fixed and FFPE tissue, where conventional RT-qPCR assays failed. Moreover, a similar result for small interfering RNA (siRNA)-mediated Apob mRNA knockdown was obtained from tissues fixed in formalin solution for 3months to 4years, and was found to be comparable to results obtained with frozen liver tissues. Therefore, the method presented here allows for preclinical and clinical retrospective and prospective studies on mRNA derived from archived FFPE and prolonged formalin-fixed tissue.

A M-MLV reverse transcriptase with reduced RNaseH activity allows greater sensitivity of gene expression detection in formalin fixed and paraffin embedded prostate cancer samples

Formalin fixed and paraffin embedded (FFPE) human tissue collections are an invaluable resource for retrospective gene expression studies. However formalin fixation results in chemical modification of RNA and increased RNA degradation. This can affect RNA yield and quality. A critical step when analysing gene expression is the conversion of RNA to complementary DNA (cDNA) using a reverse transcriptase (RT) enzyme. FFPE derived RNA may affect the performance and efficiency of the RT enzyme and cDNA synthesis. We directly compared three commonly used FFPE RNA isolation methods and measured RNA yield, purity and integrity. We also assessed the effectiveness of three commercially available Moloney Murine Leukemia Virus (M-MLV) RTs on cDNA synthesis and gene expression sensitivity when using FFPE RNA as a template. Our results show that gene detection sensitivity is dependent on the isolation method, RT and length of the PCR amplicon (<200bp) when using FFPE RNA. The use of an M-MLV RT enzyme with reduced RNaseH activity gave significantly increased qRT-PCR sensitivity when using FFPE RNA derived from prostate tissue. The choice of RT can also affect perceived changes in target gene expression and thus the same RT should be used when attempting to reproduce results from different studies. This study highlights the need to optimise and evaluate RNA isolation methods and RTs when using FFPE RNA as a template in order to maximise a successful outcome in PCR applications.

CpG island hypermethylation-associated silencing of small nucleolar RNAs in human cancer

Much effort in cancer research has focused on the tiny part of our genome that codes for mRNA. However, it has recently been recognized that microRNAs also contribute decisively to tumorigenesis. Studies have also shown that epigenetic silencing by CpG island hypermethylation of microRNAs with tumor suppressor activities is a common feature of human cancer. The importance of other classes of non-coding RNAs, such as long intergenic ncRNAs (lincRNAs) and transcribed ultraconserved regions (T-UCRs) as altered elements in neoplasia, is also gaining recognition. Thus, we wondered whether there were other ncRNAs undergoing CpG island hypermethylation-associated inactivation in cancer cells. We focused on the small nucleolar RNAs (snoRNAs), a subset of ncRNA with a wide variety of cellular functions, such as chemical modification of RNA, pre-RNA processing and control of alternative splicing. By data mining snoRNA databases and the scientific literature, we selected 49 snoRNAs that had a CpG island within ≤ 2 Kb or that were processed from a host gene with a 5′-CpG island. Bisulfite genomic sequencing of multiple clones in normal colon mucosa and the colorectal cancer cell line HCT-116 showed that 46 snoRNAs were equally methylated in the two samples: completely unmethylated (n = 26) or fully methylated (n = 20). Most interestingly, the host gene-associated 5′-CpG islands of the snoRNAs SNORD123, U70C and ACA59B were hypermethylated in the cancer cells but not in the corresponding normal tissue. CpG island hypermethylation was associated with the transcriptional silencing of the respective snoRNAs. Results of a DNA methylation microarray platform in a comprehensive collection of normal tissues, cancer cell lines and primary malignancies demonstrated that the observed hypermethylation of snoRNAs was a common feature of various tumor types, particularly in leukemias. Overall, our findings indicate the existence of a new subclass of ncRNAs, snoRNAs, that are targeted by epigenetic inactivation in human cancer.

Exon-array profiling unlocks clinically and biologically relevant gene signatures from formalin-fixed paraffin-embedded tumour samples

Background:Degradation and chemical modification of RNA in formalin-fixed paraffin-embedded (FFPE) samples hamper their use in expression profiling studies. This study aimed to show that useful information can be obtained by Exon-array profiling archival FFPE tumour samples.Methods:Nineteen cervical squamous cell carcinoma (SCC) and 9 adenocarcinoma (AC) FFPE samples (10–16-year-old) were profiled using Affymetrix Exon arrays. The gene signature derived was tested on a fresh-frozen non-small cell lung cancer (NSCLC) series. Exploration of biological networks involved gene set enrichment analysis (GSEA). Differential gene expression was confirmed using Quantigene, a multiplex bead-based alternative to qRT–PCR.Results:In all, 1062 genes were higher in SCC vs AC, and 155 genes higher in AC. The 1217-gene signature correctly separated 58 NSCLC into SCC and AC. A gene network centered on hepatic nuclear factor and GATA6 was identified in AC, suggesting a role in glandular cell differentiation of the cervix. Quantigene analysis of the top 26 differentially expressed genes correctly partitioned cervix samples as SCC or AC.Conclusion:FFPE samples can be profiled using Exon arrays to derive gene expression signatures that are sufficiently robust to be applied to independent data sets, identify novel biology and design assays for independent platform validation.

The oligodeoxynucleotide probes for the site-specific modification of RNA

As the knowledge of the biological functions of RNA expands, the demand for research tools to investigate intracellular RNA is increasing. Oligonucleotides can be rationally designed for the target RNA sequence, and therefore, have become a reliable platform for the development of specific molecules for RNA. The chemical modification of RNA has a strong impact on RNA research; the fluorescent labeling of RNA is useful to monitor RNA production, processing, relocation in the cell, interaction with other intracellular components and degradation, etc. Chemical modification may affect the RNA function through a variety of pathways, and therefore, would be potentially useful for biological research, therapeutic approach and artificial manipulation of the RNA function. This tutorial review starts with an introduction of the biological relevance of modified RNA, and focuses on the recent progress of the oligodeoxynucleotide probes for the covalent modifications of RNA. The prospects of this new technology are also discussed.

Pin-point chemical modification of RNA with diverse molecules through the functionality transfer reaction and the copper-catalyzed azide–alkyne cycloaddition reaction

The internal modification of RNA has been successfully achieved by the functionality transfer reaction (FTR) and following click chemistry with diverse azide compounds. The benefits of the FTR have been demonstrated by its specificity, rapidity, broad applicability, and procedure simplicity.

PLEXY: efficient target prediction for box C/D snoRNAs

Small nucleolar RNAs (snoRNAs) are an abundant class of non-coding RNAs with a wide variety of cellular functions including chemical modification of RNA, telomere maintanance, pre-rRNA processing and regulatory activities in alternative splicing. The main role of box C/D snoRNAs is to determine the targets for 2'-O-ribose methylation, which is important for rRNA maturation and splicing regulation of some mRNAs. The targets are still unknown, however, for many 'orphan' snoRNAs. While a fast and efficient target predictor for box H/ACA snoRNAs is available, no comparable tool exists for box C/D snoRNAs, even though they bind to their targets in a much less complex manner. PLEXY is a dynamic programming algorithm that computes thermodynamically optimal interactions of a box C/D snoRNA with a putative target RNA. Implemented as scanner for large input sequences and equipped with filters on the duplex structure, PLEXY is an efficient and reliable tool for the prediction of box C/D snoRNA target sites. The perl script PLEXY is freely available at http://www.bioinf.uni-leipzig.de/Software/PLEXY.

A Molecular Profile of Focal Segmental Glomerulosclerosis from Formalin-Fixed, Paraffin-Embedded Tissue

Focal segmental glomerulosclerosis (FSGS) is a common form of idiopathic nephrotic syndrome defined by the characteristic lesions of focal glomerular sclerosis and foot process effacement; however, its etiology and pathogenesis are unknown. We used mRNA isolated from laser-captured glomeruli from archived formalin-fixed, paraffin-embedded renal biopsies, until recently considered an unsuitable source of mRNA for microarray analysis, to investigate the glomerular gene expression profiles of patients with primary classic FSGS, collapsing FSGS (COLL), minimal change disease (MCD), and normal controls (Normal). Amplified mRNA was hybridized to an Affymetrix Human X3P array. Unsupervised (unbiased) hierarchical clustering revealed two distinct clusters delineating FSGS and COLL from Normal and MCD. Class comparison analysis of FSGS + COLL combined versus Normal + MCD revealed 316 significantly differentially regulated genes (134 up-regulated, 182 down-regulated). Among the differentially regulated genes were those known to be part of the slit diaphragm junctional complex and those previously described in the dysregulated podocyte phenotype. Analysis based on Gene Ontology categories revealed overrepresented biological processes of development, differentiation and morphogenesis, cell motility and migration, cytoskeleton organization, and signal transduction. Transcription factors associated with developmental processes were heavily overrepresented, indicating the importance of reactivation of developmental programs in the pathogenesis of FSGS. Our findings reveal novel insights into the molecular pathogenesis of glomerular injury and structural degeneration in FSGS.