Liquid Chromatography-Mass Spectrometry for Analysis of RNA Adenosine Methylation

A strategy for electrochemical biosensing based on dendritic HCR amplification for detection of RNA m5C and m6A methylation

Sensitive and efficient detection of RNA methylation sites is considered an integral part of epigenetic assessment. Contrary to previous studies on the detection of RNA m5C or m6A methylation alone, this study innovatively designed a biosensor capable of detecting RNA m5C or m6A methylation at the same time. Substances with specific electrochemical reactions such as ferrocene (FC) or methylene blue (MB) were modified onto the hairpin probe. When the hairpin probe was activated under specific conditions, it triggered a dendritic nonlinear hybridization chain reaction (HCR), which resulted in signal amplification. Gold (Au) and iron tetraoxide (Fe3O4) composite nanomaterials were employed as the linking materials: the carboxylated ends of Fe3O4 were connected to an antibody that specifically recognizes the m5C and m6A methylation sites, while Au nanoparticle ends adhering to the carboxylated Fe3O4 surface are connected to the HCR enhanced signal amplifier. The m5C antibody was linked to Fc-containing HCR amplification products by this material, and similarly, the m6A antibody was linked to MB-containing amplifiers. Thus, the dandelion complex, a multifunctional body with methyl recognition and signal amplification, was formed. The capture probe immobilized on the surface of the gold electrode by Au-S recognized the target RNA sequence by base complementary pairing. Upon addition of the dandelion complex, due to its multi-functionality, the amplified signals were carried to the electrode by the antigen-antibody recognition mechanism, generating a current signal. The positions and heights of the current signal peaks enabled rapid determination of target RNA methyl modification sites and their abundance. The detection limits of this biosensor for RNA m5C and m6A were 4.68 × 10-16 M and 1.10 × 10-15 M, respectively, and the linear range was from 10-15 mol/L to 10-8 mol/L. The sensor developed in this study has the advantages of cost-effectiveness, ease of fabrication, and fast response time, and has the potential to be promoted for RNA methylation detection.

Specific sDMA modifications on the RGG/RG motif of METTL14 regulate its function in AML

BACKGROUND

Protein arginine methylations are crucial post-translational modifications (PTMs) in eukaryotes, playing a significant regulatory role in diverse biological processes. Here, we present our investigation into the detailed arginine methylation pattern of the C-terminal RG-rich region of METTL14, a key component of the m6A RNA methylation machinery, and its functional implications in biology and disease.

METHODS

Using ETD-based mass spectrometry and in vitro enzyme reactions, we uncover a specific arginine methylation pattern on METTL14. RNA methyltransferase activity assays were used to assess the impact of sDMA on METTL3:METTL14 complex activity. RNA immunoprecipitation was used to evaluate mRNA-m6A reader interactions. MeRIP-seq analysis was used to study the genome-wide effect of METTL14 sDMA on m6A modification in acute myeloid leukemia cells.

RESULTS

We demonstrate that PRMT5 catalyzes the site-specific symmetric dimethylation at R425 and R445 within the extensively methylated RGG/RG motifs of METTL14. We show a positive regulatory role of symmetric dimethylarginines (sDMA) in the catalytic efficiency of the METTL3:METTL14 complex and m6A-specific gene expression in HEK293T and acute myeloid leukemia cells, potentially through the action of m6A reader protein YTHDF1. In addition, the combined inhibition of METTL3 and PRMT5 further reduces the expression of several m6A substrate genes essential for AML proliferation, suggesting a potential therapeutic strategy for AML treatment.

CONCLUSIONS

The study confirms the coexistence of sDMA and aDMA modifications on METTL14's RGG/RG motifs, with sDMA at R425 and R445 enhancing METTL3:METTL14's catalytic efficacy and regulating gene expression through m6A deposition in cancer cells.

N6-methyladenosine RNA modification promotes Severe Fever with Thrombocytopenia Syndrome Virus infection

Severe Fever with Thrombocytopenia Syndrome Virus (SFTSV), a novel bunyavirus primarily transmitted by Haemaphysalis longicornis, induces severe disease with a high mortality rate. N6-methyladenosine (m6A) is a prevalent internal chemical modification in eukaryotic mRNA that has been reported to regulate viral infection. However, the role of m6A modification during SFTSV infection remains elusive. We here reported that SFTSV RNAs bear m6A modification during infection. Manipulating the expressions or activities of host m6A regulators significantly impacted SFTSV infection. Mechanistically, SFTSV recruited m6A regulators through the nucleoprotein to modulate the m6A modification of viral RNA, eventually resulting in enhanced infection by promoting viral mRNA translation efficiency and/or genome RNA stability. m6A mutations in the S genome diminished virus particle production, while m6A mutations in the G transcript impaired the replication of recombinant vesicular stomatitis virus (rVSV) expressing G protein in vitro and in vivo. Interestingly, m6A modification was evolutionarily conserved and facilitated SFTSV infection in primary tick cells. These findings may open an avenue for the development of m6A-targeted anti-SFTSV vaccines, drugs, and innovative strategies for the prevention and control of tick-borne disease.

Nm-Nano: a machine learning framework for transcriptome-wide single-molecule mapping of 2´-O-methylation (Nm) sites in nanopore direct RNA sequencing datasets

2´-O-methylation (Nm) is one of the most abundant modifications found in both mRNAs and noncoding RNAs. It contributes to many biological processes, such as the normal functioning of tRNA, the protection of mRNA against degradation by the decapping and exoribonuclease (DXO) protein, and the biogenesis and specificity of rRNA. Recent advancements in single-molecule sequencing techniques for long read RNA sequencing data offered by Oxford Nanopore technologies have enabled the direct detection of RNA modifications from sequencing data. In this study, we propose a bio-computational framework, Nm-Nano, for predicting the presence of Nm sites in direct RNA sequencing data generated from two human cell lines. The Nm-Nano framework integrates two supervised machine learning (ML) models for predicting Nm sites: Extreme Gradient Boosting (XGBoost) and Random Forest (RF) with K-mer embedding. Evaluation on benchmark datasets from direct RNA sequecing of HeLa and HEK293 cell lines, demonstrates high accuracy (99% with XGBoost and 92% with RF) in identifying Nm sites. Deploying Nm-Nano on HeLa and HEK293 cell lines reveals genes that are frequently modified with Nm. In HeLa cell lines, 125 genes are identified as frequently Nm-modified, showing enrichment in 30 ontologies related to immune response and cellular processes. In HEK293 cell lines, 61 genes are identified as frequently Nm-modified, with enrichment in processes like glycolysis and protein localization. These findings underscore the diverse regulatory roles of Nm modifications in metabolic pathways, protein degradation, and cellular processes. The source code of Nm-Nano can be freely accessed at https://github.com/Janga-Lab/Nm-Nano.

An Association between Decreased Small Intestinal RNA Modification and Disturbed Glucagon-like Peptide-1 Secretion under High-Fat Diet Stress

Unhealthy diets rich in fats and/or sugar are considered as the major external cause of the obesity epidemic, which is often accompanied by a significant decrease in gut hormone glucagon-like peptide-1 (GLP1) levels. Numerous studies have demonstrated notable contributions of the gut microbiota in this process. Nevertheless, the underlying mechanism still needs further investigation. The role of epigenetic modifications in gene expression and metabolism has been well demonstrated, with m6A methylation on RNAs being the most prevalent modification throughout their metabolism. In the present study, we found that the expressions of small intestinal Gcg and Pc3, two key genes regulating GLP1 expression, were significantly downregulated in obese mice, associated with reduced GLP1 level. Immunohistochemistry analysis indicated that a high-fat diet slightly increased the density of enteroendocrine L cells in the small intestine, implying that decreased GLP1 levels were not caused by the changes in L cell intensity. Instead, the small intestinal m6A level as well as the expression of known "writers", mettl3/14 and wtap, were found to be positively correlated with the expression of Gcg and Pc3. Fecal microbiota transplantation with feces from normal and obese mice daily to antibiotic-treated mice revealed that dysbiosis in diet-induced obesity was sufficient to reduce serum GLP1, small intestinal m6A level, and intestinal expressions of Gcg, Pc3, and writer genes (mettl3/14, wtap). However, as the most direct and universal methyl donor, the production of fecal S-adenosylmethionine was neither affected by the different dietary patterns nor their shaped microbiota. These results suggested that microbial modulation of the epitranscriptome may be involved in regulating GLP1 expression, and highlighted epitranscriptomic modifications as an additional level of interaction between diet and individual health.

Altered m6A modification is involved YAP-mediated apoptosis response in 4-vinylcyclohexene diepoxide induced ovotoxicity

4-Vinylcyclohexene diepoxide (VCD), an industrial occupational health hazard chemical associated with premature ovarian insufficiency (POI) and reproductive failure. Recently, investigators have paid an increasing attention on VCD model of menopause recapitulates the natural, physiological transition through perimenopause to menopause. The current study sought to examining the mechanisms of follicular loss and exploring the effect of the model on systems outside of the ovaries. In this study, 28 days female SD rats were injected with VCD (160 mg/kg) vehicle for 15 consecutive days, euthanized in the diestrus phase approximately 100 days after the onset of treatment. Reproductive system injury, Neuroendocrine, sex hormone levels and receptor were observed, the levels of N6-methyladenosine (m6A) RNA modification and the expression of modulator genes were first measured. The VCD treated rats showing irregular estrous cycles, significantly reduced in the number of primordial follicles, the preantral and antral follicles also decreased significantly, accompanied by the plasma level of FSH increased and anti-Mullerian hormone (AMH) were decreased. The total m6A level was significantly decreased after exposure to VCD. Moreover, ALKBH5-mediated YAP m6A modification changed in VCD - induced premature ovarian insufficiency. These present work provides a new perspective on m6A modification in the VCD-induced POI rat model, which could provide valuable insights into the mechanisms underlying follicle development and finding new therapeutic targets for follicle prematurely exhausted. Also provide novel methodological guidance and endocrine basis to guide research and extend the applications in premature ovarian insufficiency model.

Elucidating the Kinetic Mechanism of Human METTL16

Methyltransferase-like protein 16 (METTL16) is one of four catalytically active, S-adenosylmethionine (SAM)-dependent m⁶A RNA methyltransferases in humans. Well-known methylation targets of METTL16 are U6 small nuclear RNA (U6 snRNA) and the MAT2A mRNA hairpins; however, METTL16 binds to other RNAs, including the 3' triple helix of the metastasis-associated lung adenocarcinoma transcript 1 (MALAT1). Herein, we investigated the kinetic mechanism and biochemical properties of METTL16. METTL16 is a monomer in complex with either the MALAT1 triple helix or U6 snRNA and binds to these RNAs with respective dissociation constants of 31 nM and 18 nM, whereas binding to the methylated U6 snRNA product is 1.1 μM. The MALAT1 triple helix, on the other hand, is not methylated by METTL16 under in vitro conditions. Using the U6 snRNA to study methylation steps, preincubation and isotope partitioning assays indicated an ordered-sequential mechanism, whereby METTL16 binds U6 snRNA before SAM. The apparent dissociation constant for the METTL16·U6 snRNA·SAM ternary complex is 126 μM. Steady-state kinetic assays established a k_cat of 0.07 min^-1, and single-turnover assays established a k_chem of 0.56 min^-1. Furthermore, the methyltransferase domain of METTL16 methylated U6 snRNA with an apparent dissociation constant of 736 μM and a k_chem of 0.42 min^-1, suggesting that the missing vertebrate conserved regions weaken the ternary complex but do not induce any rate-limiting conformational rearrangements of the U6 snRNA. This study helps us to better understand the catalytic activity of METTL16 in the context of its biological functions.

Detection technologies for RNA modifications

To date, more than 170 chemical modifications have been characterized in RNA, providing a new layer of gene expression regulation termed the 'epitranscriptome'. RNA modification detection methods and tools advance the functional studies of the epitranscriptome. According to the detection throughput and principles, existing RNA modification detection technologies can be categorized into four classes, including quantification methods, locus-specific detection methods, next-generation sequencing-based detection technologies and nanopore direct RNA sequencing-based technologies. In this review, we summarize the current knowledge about these RNA modification detection technologies and discuss the challenges for the existing detection tools, providing information for a comprehensive understanding of the epitranscriptome.

More than a duologue: In-depth insights into epitranscriptomics and ferroptosis

Beyond transcription, RNA molecules are enzymatically modified to influence the biological functions of living organisms. The term “epitranscriptomics” describes the changes in RNA strands aside from altering the innate sequences. Modifications on adenosine (A) are the most widely characterized epitranscriptomic modification, including N⁶-methyladenosine (m⁶A), N¹-methyladenosine (m¹A), polyadenylation, and adenosine-to-inosine (A-to-I) RNA editing, and modifications on other nucleotides seem to be fewer, such as N⁷-methylguanosine (m⁷G), 5-methylcytosine (m⁵C), and pseudouridine (Ψ). These changes on the RNA strand surface, exclusively by their RNA-modifying proteins (RMPs), are reported in various biological phenomena, including programmed cell death (PCD). One necro-biological phenomenon that has been observed for long but has started to gain heed in recent years is “ferroptosis.” The phospholipid peroxidation by polyunsaturated-fatty-acid-containing-phospholipid hydroperoxyl (PLOOH) radicals destroys membrane integrity due to a series of mechanisms. The Fenton reaction, constituting the final Haber–Weiss reaction that is less recognized, collaboratively leading to the conversion of polyunsaturated fatty acid (PUFA) to PLOOH, is the etymological origin of ferroptosis. However, it is with increasing evidence that ferroptotic signaling is also intervened by epitranscriptomic modifications, although the truth is still ambiguous. We attempted to delineate some up-to-date discoveries on both epitranscriptomics and ferroptosis, bringing up the fundamentals to address any potential connection between the two. Next, we discussed whether a duologal relationship, or more, exists between the two, taking the ROS level and iron status into consideration. Lastly, we surveyed future perspectives that would favor the understanding of these topics.

Advances and Trends in Omics Technology Development

The human history has witnessed the rapid development of technologies such as high-throughput sequencing and mass spectrometry that led to the concept of “omics” and methodological advancement in systematically interrogating a cellular system. Yet, the ever-growing types of molecules and regulatory mechanisms being discovered have been persistently transforming our understandings on the cellular machinery. This renders cell omics seemingly, like the universe, expand with no limit and our goal toward the complete harness of the cellular system merely impossible. Therefore, it is imperative to review what has been done and is being done to predict what can be done toward the translation of omics information to disease control with minimal cell perturbation. With a focus on the “four big omics,” i.e., genomics, transcriptomics, proteomics, metabolomics, we delineate hierarchies of these omics together with their epiomics and interactomics, and review technologies developed for interrogation. We predict, among others, redoxomics as an emerging omics layer that views cell decision toward the physiological or pathological state as a fine-tuned redox balance.

Technical challenges in defining RNA modifications

It is well established that DNA base modifications play a key role in gene regulation during development and in response to environmental stress. This type of epigenetic control of development and environmental responses has been intensively studied over the past few decades. Similar to DNA, various RNA species also undergo modifications that play important roles in, for example, RNA splicing, protein translation, and the avoidance of immune surveillance by host. More than 160 different types of RNA modifications have been identified. In addition to base modifications, RNA modification also involves splicing of pre-mRNAs, leading to as many as tens of transcript isoforms from a single pre-RNA, especially in higher organisms. However, the function, prevalence and distribution of RNA modifications are poorly understood. The lack of a suitable method for the reliable identification of RNA modifications constitutes a significant challenge to studying their functions. This review focuses on the technologies that enable de novo identification of RNA base modifications and the alternatively spliced mRNA transcripts.

Downregulation of the FTO m6A RNA demethylase promotes EMT-mediated progression of epithelial tumors and sensitivity to Wnt inhibitors

Post-transcriptional modifications of RNA constitute an emerging regulatory layer of gene expression. The demethylase fat mass- and obesity-associated protein (FTO), an eraser of N6-methyladenosine (m6A), has been shown to play a role in cancer, but its contribution to tumor progression and the underlying mechanisms remain unclear. Here, we report widespread FTO downregulation in epithelial cancers associated with increased invasion, metastasis and worse clinical outcome. Both in vitro and in vivo, FTO silencing promotes cancer growth, cell motility and invasion. In human-derived tumor xenografts (PDXs), FTO pharmacological inhibition favors tumorigenesis. Mechanistically, we demonstrate that FTO depletion elicits an epithelial-to-mesenchymal transition (EMT) program through increased m6A and altered 3'-end processing of key mRNAs along the Wnt signaling cascade. Accordingly, FTO knockdown acts via EMT to sensitize mouse xenografts to Wnt inhibition. We thus identify FTO as a key regulator, across epithelial cancers, of Wnt-triggered EMT and tumor progression and reveal a therapeutically exploitable vulnerability of FTO-low tumors.

New Twists in Detecting mRNA Modification Dynamics

Modified nucleotides in mRNA are an essential addition to the standard genetic code of four nucleotides in animals, plants, and their viruses. The emerging field of epitranscriptomics examines nucleotide modifications in mRNA and their impact on gene expression. The low abundance of nucleotide modifications and technical limitations, however, have hampered systematic analysis of their occurrence and functions. Selective chemical and immunological identification of modified nucleotides has revealed global candidate topology maps for many modifications in mRNA, but further technical advances to increase confidence will be necessary. Single-molecule sequencing introduced by Oxford Nanopore now promises to overcome such limitations, and we summarize current progress with a particular focus on the bioinformatic challenges of this novel sequencing technology.

MASS SPECTROMETRY-BASED PERSONALIZED DRUG THERAPY

Personalized drug therapy aims to provide tailored treatment for individual patient. Mass spectrometry (MS) is revolutionarily involved in this area because MS is a rapid, customizable, cost-effective, and easy to be used high-throughput method with high sensitivity, specificity, and accuracy. It is driving the formation of a new field, MS-based personalized drug therapy, which currently mainly includes five subfields: therapeutic drug monitoring (TDM), pharmacogenomics (PGx), pharmacomicrobiomics, pharmacoepigenomics, and immunopeptidomics. Gas chromatography-MS (GC-MS) and liquid chromatography-MS (LC-MS) are considered as the gold standard for TDM, which can be used to optimize drug dosage. Matrix-assisted laser desorption ionization-time of flight-MS (MALDI-TOF-MS) significantly improves the capability of detecting biomacromolecule, and largely promotes the application of MS in PGx. It is becoming an indispensable tool for genotyping, which is used to discover and validate genetic biomarkers. In addition, MALDI-TOF-MS also plays important roles in identity of human microbiome whose diversity can explain interindividual differences of drug response. Pharmacoepigenetics is to study the role of epigenetic factors in individualized drug treatment. MS can be used to discover and validate pharmacoepigenetic markers (DNA methylation, histone modification, and noncoding RNA). For the emerging cancer immunotherapy, personalized cancer vaccine has effective immunotherapeutic activity in the clinic. MS-based immunopeptidomics can effectively discover and screen neoantigens. This article systematically reviewed MS-based personalized drug therapy in the above mentioned five subfields. © 2020 John Wiley & Sons Ltd. Mass Spec Rev.

Chemical tagging for sensitive determination of uridine modifications in RNA

The discovery of dynamic and reversible modifications in messenger RNA (mRNA) is opening new directions in RNA modification-mediated regulation of biological processes. Methylation is the most prevalent modification occurring in mRNA and the methyl group is mainly decorated in the adenine, cytosine, and guanine base or in the 2′-hydroxyl group of ribose. However, methylation of the uracil base (5-methyluridine, m⁵U) has not been discovered in mRNA of eukaryotes. In the current study, we established a method of N-cyclohexyl-N′-β-(4-methylmorpholinium) ethylcarbodiimide p-toluenesulfonate (CMCT) labelling coupled with liquid chromatography-electrospray ionization-mass spectrometry (LC-ESI-MS/MS) analysis for the sensitive determination of uridine modifications in RNA. Our results demonstrated that the detection sensitivities of uridine modifications in RNA increased up to 1408 fold upon CMCT labelling. Using the developed method, we identified the distinct existence of m⁵U in mRNA of various mammalian cells and tissues. In addition, the stable isotope tracing monitored by mass spectrometry revealed that the methyl group of m⁵U originated from S-adenosyl-l-methionine (SAM). Our study expanded the list of modifications occurring in mRNA of mammals. Future work on transcriptome-wide mapping of m⁵U will further uncover the functional roles of m⁵U in mRNA of mammals.

The discovery of dynamic and reversible modifications in messenger RNA is opening new directions in RNA modification-mediated regulation of biological processes.

Determination of RNA Hydroxylmethylation in Mammals by Mass Spectrometry Analysis

RNA molecules harbor diverse chemical modifications that play important regulatory roles in a variety of biological processes. Up to date, more than 150 modifications have been identified in various RNA species. Most of these modifications occurring in nucleic acids are the methylation of nucleic acids. It has been demonstrated that many of these methylation are reversible and undergo dynamic demethylation. Previous studies established that the demethylation of the two most important and prevalent modifications of 5-methylcytidine (m⁵C) and N⁶-methyladenosine (m⁶A) in nucleic acids is through the hydroxylation of m⁵C and m⁶A, forming 5-hydroxymethylcytidine (hm⁵C) and N⁶-hydroxymethyladenosine (hm⁶A), respectively. This indicates the hydroxylation of the methylated nucleosides may be a general pathway for the demethylation of nucleic acid methylation. However, few other hydroxylmethylation modifications have yet to be reported in existence in mammals. In the current study, we developed a neutral enzymatic digestion method for the mild digestion of nucleic acids, followed by liquid chromatography-electrospray ionization-tandem mass spectrometry (LC-ESI-MS/MS) analysis. With the established method, we reported the existence of a new hydroxylmethylated nucleosides, N²-hydroxymethylguanosine (hm²G), in mammalian RNA. In addition, we found that the contents of hm²G, as well as N²-methylguanosine (m²G), showed significant differences between thyroid carcinoma tissues and tumor-adjacent normal tissues, indicating that m²G and hm²G in RNA may play certain roles in the carcinogenesis of thyroid carcinoma. Collectively, our study suggests that RNA hydroxylmethylation may be a new prevalent group of modifications existing in RNA, which expands the diversity of nucleic acid modifications and should exert regulatory functions in living organisms.

Ultrasensitive and simultaneous determination of RNA modified nucleotides by sheathless interfaced capillary electrophoresis-tandem mass spectrometry

A label-free ultrasensitive determination of eight RNA modified nucleotides simultaneously was first established based on a sheathless capillary electrophoresis-tandem mass spectrometry system. This system performed well using only 500 pg-5 ng practical RNA samples, and a downward trend of most target nucleotides in HCT 116 cells was observed with the increase of nickel concentration.

Existence of Internal N7-Methylguanosine Modification in mRNA Determined by Differential Enzyme Treatment Coupled with Mass Spectrometry Analysis

The recent discovery of reversible chemical modifications on mRNA has opened a new era of post-transcriptional gene regulation in eukaryotes. Among the 15 types of modifications identified in mRNA of eukaryotes, N7-methylguanosine (m⁷G) is unique owing to its presence in the 5' cap structure. It remains unknown whether m⁷G is also present internally in mRNA, and this is largely attributed to the lack of an appropriate analytical method to differentiate internal m⁷G in mRNA from that in the 5' cap. To address this analytical challenge, we developed a novel strategy of combining differential enzymatic digestion with liquid chromatography-tandem mass spectrometry analysis to quantify the levels of these two types of m⁷G modifications in mRNA. In particular, we found that S1 nuclease and phosphodiesterase I exhibit differential activities toward internal and 5'-terminal m⁷G. By using this method, we found that internal m⁷G was present in mRNA of cultured human cells as well as plants and rat tissue. In addition, our results showed that plants contain higher levels of internal m⁷G in mRNA than mammals. We also observed that exposure of rice to cadmium (Cd) stimulated marked diminution in the levels of m⁷G at both the 5' cap and internal positions of mRNA, which was correlated with the Cd-induced elevated expression of m⁷G-decapping enzymes. Taken together, we reported here a strategy to distinguish internal and 5'-terminal m⁷G in mRNA, and by using this method, we demonstrated the prevalence of internal m⁷G modification in mRNA, which we believe will stimulate future functional studies of m⁷G on post-transcriptional gene regulation in eukaryotes.

DRONE: Direct Tracking of DNA Cytidine Deamination and Other DNA Modifying Activities

Enzymes that catalyze DNA modifying activities including cytidine deamination and cytosine methylation play important biological roles and have been implicated pathologically in diseases such as cancer. Here, we report Direct Resolution of ONE dalton difference (DRONE), an ultra high performance liquid chromatography (UHPLC)-based analytical method to track a single dalton change in the cytosine-to-uracil conversion catalyzed by the human apolipoprotein B m-RNA editing catalytic polypeptide-like 3 (APOBEC3) cytidine deaminases, implicated in cancer and antiviral defense. Additionally, we demonstrate broad applicability by tracking other important DNA modifications and assessing epigenetic enzyme inhibition. We have extended our methodology to obtain data on two distinct deamination events in the same oligonucleotide substrate designed from a putative APOBEC substrate, diversifying the utility of the described method. DRONE provides an important foundation for in-depth analysis of DNA-modifying enzymes and versatile detection of novel DNA modifications of interest.

Existence of Diverse Modifications in Small-RNA Species Composed of 16-28 Nucleotides

RNA contains diverse modifications that exert an important influence in a variety of cellular processes. So far, more than 150 modifications have been identified in various RNA species, mainly in ribosomal RNA (rRNA), transfer RNA (tRNA), and messenger RNA (mRNA). In contrast to rRNA, tRNA, and mRNA, the known modifications in small RNA species have been primarily limited to 2'-O-ribose methylation in plants and inosine in mammals. The methylation of small RNAs in mammals is still unclear. Current methods widely used in the characterization of small RNAs are mainly based on the strategy of nucleic acid hybridization and sequencing, which cannot characterize modifications in small RNAs. Herein, we have systematically investigated modifications in small RNAs composed of 16-28 nucleotides (nt) by establishing an effective isolation and neutral enzymatic digestion of small RNAs in combination with liquid chromatography/electrospray ionization tandem mass spectrometry (LC-ESI-MS/MS). This method allowed us to simultaneously detect 57 different types of nucleoside modification. By using this approach, we revealed 24 modifications in small RNAs comprising 16-28 nt from human cells. In addition, we found that the obesity-associated protein (FTO) may demethylate N⁶ -methyladenosine (m⁶ A) and N⁶ ,2'-O-dimethyladenosine (m⁶ Am) in small RNAs of 16-28 nt. Our study demonstrates the existence of diverse modifications in small RNAs composed of 16-28 nt, which may promote in-depth understanding of the regulatory roles of noncoding RNAs.

Heavy Metals Induce Decline of Derivatives of 5-Methycytosine in Both DNA and RNA of Stem Cells

Toxic heavy metals have been considered to be harmful environmental contaminations. The molecular mechanisms of heavy-metals-induced cytotoxicity and carcinogenicity are still not well elucidated. Previous reports showed exposures to toxic heavy metals can cause a change of DNA cytosine methylation (5-methylcytosine, 5-mC). However, it is still not clear whether heavy metals have effects on the recently identified new epigenetic marks in both DNA and RNA, i.e., 5-hydroxymethylcytosine (5-hmC), 5-formylcytosine (5-foC), and 5-carboxylcytosine (5-caC). Here, we established a chemical labeling strategy in combination with liquid chromatography-electrospray ionization-mass spectrometry (LC-ESI-MS/MS) analysis for highly sensitive detection of eight modified cytidines in DNA and RNA. The developed method allowed simultaneous detection of all eight modified cytidines with improved detection sensitivities of 128-443-fold. Using this method, we demonstrated that the levels of 5-hmC, 5-foC, and 5-caC significantly decreased in both the DNA and RNA of mouse embryonic stem (ES) cells while exposed to arsenic (As), cadmium (Cd), chromium (Cr), and antimony (Sb). In addition, we found that treatments by heavy metals induced a decrease of the activities of 10-11 translocation (Tet) proteins. Furthermore, we revealed that a content change of metabolites occurring in the tricarboxylic acid cycle may be responsible for the decline of the derivatives of 5-mC. Our study shed light on the epigenetic effects of heavy metals, especially for the induced decline of the derivatives of 5-mC in both DNA and RNA.