Novel insight into the functions of N6‑methyladenosine modified lncRNAs in cancers (Review)
- Authors:
- Published online on: October 19, 2022 https://doi.org/10.3892/ijo.2022.5442
- Article Number: 152
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Copyright: © He et al. This is an open access article distributed under the terms of Creative Commons Attribution License.
Abstract
1. Introduction
In parallel to DNA and protein, there are >170 types of biochemical modifications that occur in RNA (1,2). The most remarkable RNA modification is methylation. Numerous studies have indicated that methylation modifications are able to alter RNA structure, stability and function. These modifications include 7-methylguanine, 5-methylcytosine, N6,2'-O-dimethyladenosine (m6Am), N1-methyladenosine (m1A), 5-hydroxymethylcytosine and N6-methyladenosine (m6A) (3-5). Since 1974, m6A has been gradually identified as the most abundant modification in human RNAs (6) and has been proven to affect numerous functional processes of RNAs, such as alternative splicing (7-9), decay (10), subcellular distribution (11) and translation (12).
Mostly transcribed from DNAs, long noncoding RNAs (lncRNAs) are transcripts of >200 nt in length (13). To date, numerous studies have indicated that lncRNAs exert various functions in epigenetic regulation (14), mRNA transcription or degradation, alternative splicing and translation (15). Undoubtedly, lncRNAs have roles in the pathogenesis, development, diagnosis and treatment of various disorders, including numerous cancers (16), neurological diseases (17) and autoimmune dysregulation (18).
The interplay between lncRNAs with m6A modification has been reported to have important roles in cancers (19). With the development of next-generation sequencing, studies have indicated that lncRNAs are modified in this way using methylated RNA immunoprecipitation and sequencing analysis (20). Given the important roles of m6A-modified ncRNAs in carcinogenesis, accumulating evidence has focused on m6A-modified lncRNAs (21,22). The present review summarized how m6A affects lncRNAs and the functions of m6A-modified lncRNAs in cancers.
2. Regulators of m6A modification
M6A modification is defined as methylation or demethylation and recognition of the methyl group on the sixth nitrogen atom of adenine (A) in RNAs (6), which is reversible due to the interplay among three m6A regulators, writers, erasers and readers (23). The writers attach the methyl group to the m6A sites, whereas the erasers remove it. Readers recognize m6A marks and link RNAs with diverse regulatory mechanisms (Fig. 1) (24,25).
Writers
Writers are methyltransferases that utilize S-adenosylmethionine (SAM) to provide methyl groups for the methylation of RNAs (26). The first m6A writer was identified as a complex, which contains the following proteinic subunits: methyltransferase-like 3 (METTL3), METTL14 and their cofactors: Wilms' tumour 1-associating protein (WTAP), vir-like m6A methyltransferase associated (VIRMA), zinc finger CCCH-type containing 13, casitas B-lineage lymphoma-transforming sequence-like protein 1 and RNA-binding motif protein 15/15B (22,27-29). METTL3 is highly conserved and is able to transfer the methyl group of SAM to the targeted A (30). METTL14 acts as a platform for RNA binding (31) and may be used to construct a steady heterodimer with METTL3 to effect m6A modification (32). In addition, WTAP is another subunit of the m6A methyltransferase complex (MTC). It was reported that the interplay between WTAP and METTL3/METTL14 is required for the chemical activity of m6A writers in vivo (33). METTL16 is a newly identified writer that catalyses the m6A methylation of ncRNAs (34). Similar to METTL3, METTL16 contains the Rossmann-like fold of class I methyltransferases and uses SAM as the methyl donor but appears to have additional regulatory and RNA binding domains (35). Consistent with studies that focus on dysregulated m6A writers, abnormal lncRNAs interacting with writers have been identified in various cancers (36,37).
Erasers
M6A modification is reversable and erasers have important roles in its reversion. Two essential erasers, namely fat mass and obesity-associated protein (FTO) and AlkB homologue 5 (ALKBH5) (23,38), belong to the α-ketoglutarate (α-KG)-dependent ALKB dioxygenase family and clear m6A methylation in an Fe(II)- and α-KG-dependent manner (39). First, they oxidize m6A to form N6-hydroxymethyladenosine (hm6A). Next, they catalyse the conversion of hm6A to N6-formyladenosine (f6A). Finally, f6A is converted to A and demethylation is completed (40).
FTO
The first m6A demethylase discovered on mRNA was FTO (38). In the nucleus, FTO demethylates m6A-modified poly(A) RNA, m6A- or m6Am-modified small nuclear RNA and m1A-modified transfer (t)RNA. In the cytoplasm, it may demethylate m6A- or m6Am-modified poly(A) RNA and m1A-modified tRNA (41).
ALKBH5
ALKBH5 is another RNA demethylase. It has been indicated that demethylation induced by ALKBH5 contributes to the dysregulation of certain oncogenic lncRNAs in tumours. Numerous clinical trials based on novel drugs targeting ALKBH5 are in progress. Of note, ALKBH5 may become a considerable target for cancer diagnosis, therapy and prognosis (23).
Readers
M6A readers, including the YT521-B homology domain (YTHD) family, heterogeneous nuclear ribonucleoprotein (HNRNP) family and insulin-like growth factor 2 mRNA binding protein (IGF2BP) family, may function as binding proteins to recognize m6A on RNAs (42). Different readers have distinct functions on methylated RNA.
YTH domain family
Among diverse readers, the YTH domain family, including YTHDF1, YTHDF2, YTHDF3, YTHDC1 and YTHDC2, has been indicated to interact with m6A modification on RNAs (10). YTHDF1 promotes the initiation of translation by interacting with eukaryotic initiation factor 3 (eIF3, which interacts with mRNA in 48S complexes and participates in the progression of translation) (43). YTHDF2 recognizes m6A sites on mRNAs and promotes their decay (44). YTHDF3 is associated with lncRNA decay (45) and recruits effectors involved in translation (46). YTHDC1 participates in m6A-modified lncRNA-mediated gene silencing (22) and modulates the nuclear transportation of mRNA after being m6A modified (46). YTHDC2 binds to circular RNAs and interferes with their sponging of targeted microRNAs (miRNAs/miRs) (47), preferentially functioning as an m6A reader to enhance translation efficiency or decrease mRNA abundance (48).
HNRNP family
HNRNPs are a type of RNA binding proteins (RBPs), some of which may act as m6A readers (41). HNRNPA2/B1 binds to m6A sites to enhance the progression of primary miRNAs in an m6A-dependent manner. Furthermore, HNRNPA2/B1 may combine with certain binding sites indirectly via a mechanism called the 'm6A switch' (49), which means that reversible m6A modification within the RNA duplex changes the local RNA structures and accessibility for binding proteins such as HNRNPA2/B1 and HNRNPC. The function of HNRNPA2/B1 in m6A-dependent biological processes still requires further study. HNRNPC also binds to m6A-modified RNAs through an 'm6A switch' mechanism (21). Liu et al (50) reported HNRNPG as a novel m6A reader, as it utilizes the low-complexity region for the recognition of m6A modification and participates in the alteration of splicing diversity.
IGF2BP family
IGF2BPs recognize and bind RNAs with m6A modifications. Subsequently, the stability and translation of targeted RNAs may be promoted by IGF2BPs in an m6A-dependent manner, which may strongly affect gene expression levels. IGF2BP1/2/3 are newly discovered m6A readers that may protect mRNAs with m6A modifications from degradation (51). In addition, IGF2BPs stabilize the mRNAs of certain oncogenes with m6A modifications, promoting the progression of certain cancers (52).
To date, attempts have been made to illustrate the regulatory mechanisms of lncRNAs in cancers. In addition, m6A modification appears to be an upstream mechanism that regulates lncRNAs (36,37). Through the joint efforts of numerous researchers, additional m6A writers, erasers, readers and lncRNAs regulated by m6A will be discovered, which will certainly broaden our horizon regarding the functional features of m6A-modified lncRNAs in cancers.
3. Functions of lncRNAs after m6A modification
Changing lncRNA structure and accessibility for proteins
Parallel analysis of RNA structure indicated that the structure of RRACH (R=A or G; H=A, U or C) motifs that contain m6A differs from those that lack m6A modification. In vitro studies indicated that whether m6A leads to RNA secondary structure destabilization or stabilization relies upon its position within or at the edge of duplexes (53). Due to disrupting base complementary pairing between A and U, m6A modification within duplexes makes the opposite strand more single-stranded and more accessible (21). While m6A sites on lncRNAs may bind readers, localized complementary chains may also expose a U-containing binding motif for RBPs (54). In addition, reversible m6A modification changes the local structure of lncRNAs, altering the RBPs attached to lncRNAs, referred to as the 'm6A switch' (Fig. 2A). For instance, m6A methylation of lncRNA metastasis associated lung adenocarcinoma transcript 1 (MALAT1) affects its duplex structure and regulates the inter-action with HNRNPC/HNRNPG, which suggests that m6A modification participates in structural switching of lncRNAs and contributes to the binding strength of proteins (21,50,54).
Mediating gene transcriptional regulation
M6A-modified lncRNAs are recognized by readers. Readers may also bind to partners that have distinct roles in transcriptional regulation, resulting in the assembly of transcriptional ribonucleoprotein complexes. Targeting activated transcriptional regions, m6A-modified lncRNAs with transcriptional ribonucleoprotein complexes may lead to alterations in gene transcription (Fig. 2B). This mechanism requires that m6A-modified lncRNAs may be recognized by readers and assist readers to recruit transcriptional ribonucleoprotein complexes. It is different from epigenetic regulation via methylation at promoters, whose regulation depends on methyltransferases directly binding to promoters other than m6A-modified lncRNAs.
In this regard, Patil et al (22) provided the first example. They confirmed that m6A modification on lncRNA X-inactive specific transcript (XIST) is recognized by YTHDC1. Subsequently, the reader YTHDC1 binds several proteins, including SMRT and HDAC associated repressor protein, lamin B receptor, HNRNPU and HNRNPK, each of which participates in transcriptional silencing. Finally, the X-linked genes glipican 4 and α thalassemia/mental retardation syndrome X-linked are silenced by m6A-modified XIST binding to YTHDC1 and transcriptionally repressive proteins (22).
Affecting mRNA precursor splicing
Splicing has a vital role in regulating gene expression by removing introns and joining exons together. During the process of splicing, diverse exons from the same encoded gene may be alternatively selected. This mechanism leads to the diversity of mRNA variants and protein products (55). It has been reported that m6A modifications affect alternative splicing (56). Furthermore, Ninomiya et al (57) demonstrated that during the process of thermal stress recovery, m6A-modified lncRNA highly repetitive satellite III (HSATIII) is recognized by YTHDC1, resulting in decreased YTHDC1-induced mRNA alternative splicing in the cytoplasm (Fig. 2C). In addition, m6A-modified HSATIII binding to YTHDC1 was surrounded by nuclear stress bodies, providing a reaction crucible for CDC-like kinase 1 to phosphorylate Ser/Arg-rich splicing factors, which were previously indicated to have an impact on pre-mRNA splicing during thermal stress (57).
Regulating lncRNA stability
Several studies have indicated that m6A-modified lncRNAs exhibit differential stability and abundance compared to those without m6A modification in different types of cancer (Fig. 2D). For instance, Xue et al (58) determined that METTL3-mediated methylation stabilizes lncRNA abhydrolase domain containing 11-antisense RNA 1, exerting its function in non-small cell lung cancer (NSCLC), while Guo et al (59) investigated whether ALKBH5 was able to increase the abundance of lncRNA nuclear enriched abundant transcript 1 (NEAT1) in colon cancer tissues and associated with poor prognosis.
However, the upstream mechanisms by which m6A modification changes lncRNA stability and abundance are still unclear. On the one hand, m6A modification itself may change the intermolecular forces or spatial structures of local lncRNAs to affect their stability or degradation. Furthermore, m6A regulators may interfere with RNA degradosome recognition or binding to special sites on lncRNAs, thereby regulating the process of lncRNA degradation. Specifically, writers may interfere with degrading factors binding to key sites on lncRNAs, erasers may eliminate the methyl group on lncRNAs and remove special signals recognized by degrading complexes for starting the process of RNA decomposition, and m6A readers likely recruit other partners to form complexes that interfere with the degradation of m6A-modified lncRNAs.
Regulating lncRNA translation
Due to the lack of canonical open reading frames (ORFs >100 aa), lncRNAs are considered untranslatable (60,61). Of note, a study identified hundreds of short or small ORFs (sORFs or smORFs) in the sequence of lncRNAs that actually encode peptides (62). Mechanistically, certain m6A motifs on lncRNAs may be close to crucial sequences of sORFs or smORFs. M6A readers not only recognize m6A modification on lncRNAs but also recruit translation factors at the same time. As a result, micropeptides encoded by lncRNAs are produced in an m6A-dependent manner (Fig. 2E). Wu et al (63) indicated that the YTHDF1 reader, which interacts with the translation machinery, promotes protein translation and recognizes m6A modification on lncRNA LINC00278. This m6A motif is near the stop codon of a LINC00278-encoded micropeptide, which is termed yin-yang 1 (YY1)-blocking micropeptide (YY1BM). Subsequently, YY1BM is translated in an m6A-dependent manner, ultimately resulting in apoptosis of esophageal squamous cell carcinoma (ESCC).
Despite these findings, numerous points remain to be elucidated, e.g. how m6A influences lncRNA translation. Recently, a genome-wide study identified ~100 lncRNA-encoded micropeptides that regulate induced pluripotent stem cell growth (64). However, whether m6A modification participates in lncRNA translation and micropeptide roles in cancerous cells still requires extensive validation. In addition, m6A modification has been indicated to promote mRNA export from the nucleus and it has been suggested that m6A modification may affect the subcellular diffusion of lncRNAs. For instance, Wu et al (65) reported that upregulated METTL3 subsequently localizes lncRNA RP11 primarily in the nucleus. However, how m6A modification alters the subcellular distribution of lncRNA remains elusive and requires further study.
4. Roles of m6A-modified lncRNAs in cancers
In recent decades, emerging evidence has emphasized the essential role of m6A-modified lncRNAs in cancers, which has laid a solid foundation for future clinical applications targeting m6A-modified lncRNAs, even if their mechanisms of pathogenesis differ. Below, a brief review of relevant research in this area is provided (Fig. 3).
Musculoskeletal system Osteosarcoma (OS)
Originating from mesenchymal cells, OS is one of the most aggressive tumour types in the musculoskeletal system (66). Multiple studies have revealed that dysregulated m6A-modified lncRNAs may participate in multiple phenotypes in OS. Chen et al (67) indicated that lncRNA PVT1, an oncogenic lncRNA verified in different tumour types, is upregulated in patients with OS. The m6A demethylase ALKBH5 'erased' the m6A mark of PVT1, subsequently decreasing the binding of PVT1 and YTHDF2, which is a common reader that promotes the decay of m6A-modified RNAs. ALKBH5-induced PVT1 upregulation promoted OS development both in vitro and in vivo. The study's conclusion suggests that ALKBH5-PVT1 may be a potential biomarker for OS (67). Evidence is emerging that m6A abundance and lncRNA abnormalities are involved in OS (68,69), indicating that m6A-modified lncRNAs may be better biomarkers for cancer. This provides a future direction for OS therapy that warrants further investigation.
Digestive system
Esophageal cancer (EC)
EC is regarded as a globally common invasive tumour type in the digestive tract with a 5-year overall survival rate of ~20-30% (70). With the development of detection techniques, the role of m6A-modified lncRNAs in EC has been gradually revealed. Wu et al (63) indicated that smoking leads to ALKBH5 upregulation and removes m6A marks on the Y-linked lncRNA LINC00278. The classical m6A modification motif of LINC00278 that interacts with YTHDF1 is near the stop codon of YY1BM and the neighbouring YTHDF1 facilitates translation of the micropeptide YY1BM. YY1BM suppresses the transcription of eukaryotic elongation factor 2 kinase by blocking contact between YY1 and androgen receptor, resulting in apoptosis of ESCC. Mechanistically, smoking inhibits YY1BM translation, correspondingly inducing male ESCC progression (63). It is foreseeable that a deeper understanding of the complexity of m6A-modified lncRNAs involved in EC will offer novel and promising applications for EC management in the future.
Gastric cancer (GC)
GC is the third most common cause of cancer-associated mortality worldwide (71). Previous studies on the dysregulation of m6A-modified lncRNAs revealed their function in GC. Zhang et al (72) indicated that in response to ALKBH5 demethylation, lncRNA NEAT1 regulates the expression of enhancer of zeste homologue 2 (EZH2), a subunit of the polycomb repressive complex, by decreasing NEAT1 function as a scaffold to bind with EZH2, affecting GC invasion and metastasis. Yan et al (44) confirmed that the association of lncRNA LINC00470 and METTL3 is recognized by the YTHDF2 reader and methylated LINC00470 binding YTHDF2 decreases the stability of phosphatase and tensin homolog (PTEN) mRNA, which encodes PTEN protein and acts as a classical tumour suppressor. M6A-modified LINC00470 ultimately promotes GC growth. Similarly, Yang et al (73) discovered that KIAA1429 recognizes the m6A site of LINC00958 and represses the decay of LINC00958, subsequently enhancing the cooperation of LINC00958 and glucose transporter-1 (GLUT1) mRNA to enhance its mRNA stability. Functionally, KIAA1429-mediated LINC00958 participates in GC tumour progression by upregulating GLUT1, which promotes aerobic glycolysis in GC. Hu and Ji (74) revealed that METTL14-mediated methylation upregulates levels of lncRNA LINC01320, which subsequently sponges miR-495-5p and affects RAB19 expression, ultimately regulating GC progression. As research moves forward, increasing knowledge will undoubtedly shed new light on improving the diagnosis and prognosis of this frequent disease.
Colorectal cancer (CRC)
CRC remains one of the most common neoplasms in the lower digestive tract globally. In China, CRC is also a major cause of tumour-associated mortality (75). Researchers have identified numerous m6A-modified lncRNAs related to the tumorigenesis and metastasis of CRC. Ni et al (76) revealed that lncRNA GAS5 binds to the WW domain of yes-associated protein (YAP) directly and subsequently leads to phosphorylation and ubiquitin-mediated decomposition of YAP, inhibiting CRC progression. However, the m6A reader YTHDF3 facilitates m6A-modified GAS5 degradation and reverses YAP-mediated inhibition of tumour progression. Wu et al (65) discovered that METTL3-mediated methylation of lncRNA RP11 is recognized by HNRNPA2B1. After binding with HNRNPA2B1, m6A-modified RP11 facilitates the decay of seven in absentia homolog 1 (SIAH1) and F-box only protein 45 (FBXO45) mRNA, possibly through HNRNPA2B1 recruiting factors that participate in the mRNA degradation process, such as P bodies. The mRNA of SIAH1 and FBXO45 encodes proteins that function as ubiquitin E3 ligases and further mediate zinc finger E-box binding homeobox 1 protein degradation via the ubiquitin-proteasome pathway. In this way, m6A-modified RP11 and accelerated mRNA degradation trigger the dissemination of CRC. Guo et al (59) indicated that ALKBH5 increased lncRNA NEAT1 expression in colon cancer tissues and was associated with poor prognosis. Yang et al (77) reported that m6A-modified XIST, an oncogenic lncRNA, is degraded after recognition by the m6A reader YTHDF2. Furthermore, METTL14 suppresses the proliferation and invasion of CRC cells by degrading XIST in an m6A-dependent manner. Further exploration of m6A-related lncRNAs in CRC is necessary to lay a solid foundation for their future use in CRC diagnosis and treatment.
Hepatocellular carcinoma (HCC)
HCC remains the most common liver cancer with high morbidity globally (75). Different underlying cellular mechanisms of hepatocarcinogenesis that are governed by m6A-modified lncRNAs have been unveiled through the joint efforts of scientists. Zuo et al (36) revealed that METTL3-mediated m6A modification induces increased lipogenesis-related lncRNA LINC00958. M6A-modified LINC00958 sponges miR-3619-5p to upregulate hepatoma-derived growth factor expression, thereby facilitating HCC lipogenesis and progression. By contrast, Wu et al (78) discovered that METTL3-mediated m6A modification induced the decay of lncRNA MEG3, which affected HCC progression through the miR-544b/B-cell translocation gene 2 axis. Chen et al (79) reported a decrease in lncRNA lncAY after binding the m6A reader YTHDF2. M6A-modified lncAY downregulates B cell-specific Moloney murine leukemia virus integration site 1 (BMI1), a protein that modulates stem cell maintenance in diverse human epithelial cancers and has considerable roles in the initiation and progression of numerous cancer types. Decreasing the expression levels of BMI1 inhibited the activation of Wnt/β-catenin signalling, subsequently suppressing cell proliferation and migration of HCC. Another study suggested that m6A methylation upregulates the levels of lncRNA NIFK-AS1 in HCC (80). Furthermore, m6A-modified NIFK-AS1 functions as a competing endogenous RNA (ceRNA) to sponge miR-637, increasing AKT1 expression, which resulted in the upregulation of MMP7 and MMP9, both of which are essential mediators of metastasis and are positively associated with NIFK-AS1. It was also confirmed that by suppressing the drug transporters organic anion transporting polypeptide 1 B1 (OATP1B1) and OATP1B3, upregulated NIFK-AS1 decreased the sensitivity of HCC cells towards sorafenib, which is a multikinase inhibitor and the first targeted drug for advanced HCC approved by the Food and Drug Administration. A rapid upsurge of research publications in recent decades has occurred; exploring novel pathogenesis mechanisms and identifying new biomarkers of HCC requires further efforts for the improvement of diagnosis and treatment.
Pancreatic cancer (PC)
PC is one of the most malignant tumour types and lacks specific symptoms and effective treatment (81). In recent decades, the morbidity of PC has increased 6-fold in China (82). Recent studies indicated that m6A-modified lncRNAs have critical roles in PC. He et al (83) found that lncRNA KCNK15-AS1 levels were decreased by m6A methylation and functioned as an antitumor lncRNA by inhibiting pancreatic cancer cell migration, invasion and epithelial to mesenchymal transition (EMT). As an m6A eraser, ALKBH5 mediates the increase in KCNK15-AS1 via demethylation. Owing to the higher levels of KCNK15-AS1, the antitumor effects were recovered in PC. Hu et al (84) demonstrated that the stability of lncRNA DANCR, which was reported to promote cancer stemness-like properties, was strengthened by the interaction of IGF2BP2 with DANCR at the A664 site in PC. As a result, m6A-mediated upregulation of DANCR promoted cell proliferation, stemness-like properties and tumorigenesis of PC cells. In general, research in this field is progressing rapidly. With continued research on PC diagnosis, treatment and prognosis, profound changes will occur in the near future.
Respiratory system
Along with changes in the environment and lifestyle, lung cancer (LC) has gradually become the most frequently occurring cancer type (11.6% of total cases) and the major cause of cancer-associated mortality (18.4% of all cancer-associated deaths) (71,85). Studies have indicated that m6A-modified lncRNAs may serve as biomarkers for the dual purpose of timely screening and targeted therapy of lung cancer. Jin et al (37) demonstrated that METTL3-induced methylation upregulated the levels of lncRNA MALAT1 and the stability of MALAT1 was increased by the METTL3/YTHDF3 complex in NSCLC. Upon binding to METTL3-modified MALAT1, YTHDF1/3 recruits eIF3b to the translation initiation complex, enhancing translation of YAP, which is associated with the development, progression and poor prognosis of NSCLC. Furthermore, MALAT1 functions as a ceRNA to sponge miR-1914-3p and inhibit its binding to the 3'-untranslated region (3'-UTR) of YAP mRNA to decrease YAP expression. Finally, m6A-modified MALAT1 facilitates malignant phenotypes of NSCLC cells. Similarly, Song et al (86) discovered that the m6A-modified lncRNA FEZF1-AS1 facilitates NSCLC progression via the miR-516b-5p/ITGA11 axis. Qian et al (87) reported that m6A modification mediated by METTL3 contributes to the increasing level and enhanced stability of lncRNA LCAT3 in lung adenocarcinoma (LUAD). LCAT3 interacts with far upstream element binding protein 1 (FUBP1), resulting in activation of c-Myc expression, which is a typical oncogenic transcriptional factor. Thus, LCAT3 promotes malignant phenotypes of LUAD cells via the FUBP1/c-Myc axis. Yu and Zhang (88) observed that ALKBH5 upregulated lncRNA RMRP expression via demethylation in both patients with LUAD and cell lines, conveying a poorer prognosis of LUAD. Despite numerous challenges, it is thought that m6A-modified lncRNAs have the potential to be applied in the diagnosis and therapy of LC.
Urinary system
Kidney cancer (KC) is the 14th most common malignancy worldwide (89). Aberrant m6A modification-related lncRNAs that may be involved in the progression of KC remain to be elucidated. Tan et al (90) revealed that by binding with IGF2BP2, the lncRNA DUXAP9 becomes stabilized in clear-cell renal cell carcinoma (ccRCC) in an m6A-dependent manner. Subsequently, DUXAP9 activates PI3K to induce Akt/mTOR signalling, which is common in the regulation of cell growth. Meanwhile, Akt activation phosphorylates and thereby inhibits glycogen synthase kinase 3β (GSK3β) function, which phosphorylates Snail and mediates Snail nuclear export and degradation. As a result, DUXAP9 was demonstrated to trigger EMT in ccRCC cells via the Akt/GSK3β/Snail axis. In summary, m6A-modified DUXAP9 promotes proliferation and EMT in renal cancer cells.
Reproductive system
Prostate cancer (PCa)
PCa is the most commonly new diagnosed cancer in males and the 5-year survival rate of patients with PCa with distant metastasis is as low as ~30% (91). Currently, a comprehensive analysis of how m6A-modified lncRNAs function in the clinicopathological characteristics, malignant progression, and prognosis of PCa is lacking. Barros-Silva et al (92) demonstrated that VIRMA, a subunit of MTC, is the most common writer in PCa, and m6A methylation may stabilize lncRNA CCAT1 and lncRNA CCAT2, which participate in the alteration of the proto-oncogene MYC. Regarding clinical relevance, VIRMA and upregulation of both lncRNAs (CCAT1 and CCAT2) predicts worse disease-free survival. Although their roles are not entirely understood, m6A-modified lncRNAs in PCa are thought to be very attractive biomarkers for early diagnosis, targeted therapy and improved prognosis in the future.
Breast cancer (BRCA)
According to GLOBOCAN 2020, BRCA is the most commonly diagnosed cancer and the leading cause of cancer-associated death in females (71). Recently, solid evidence has led to research on the role of m6A-modified lncRNAs in BRCA. Sun et al (93) found that METTL14 recognizes and binds lncRNA LNC942 at a specific motif. Thereafter, METTL14-methylated LNC942 promotes the mRNA stability and expression of CXCR4 and CYP1B1, which induce EMT and drug resistance, respectively. Finally, m6A-modified LNC942 mediates BRCA cell vitality and EMT. Rong et al (94) revealed that METTL3-mediated m6A modification promotes the stability of LINC00958. Moreover, m6A-modified LINC00958 acts as a ceRNA to sponge miR-378a-3p and positively regulate YY1, which is involved specifically in metastasis, chemoimmunoresistance and EMT. Thus, m6A-modified LINC00958 promotes the tumour progression of BRCA cells via the miR-378a-3p/YY1 axis. Likewise, Zhao et al (95) found that the METTL3-modified lncRNA MALAT1 facilitates the pathogenesis of BRCA through the miR-26b/high-mobility-group A2 (HMGA2) axis. HMGA2 is a transcriptional regulator that is known to promote stemness, aggression and tumour heterogenicity. The differential expression of m6A-related lncRNAs in BRCA makes them exciting candidates for diagnostic markers or therapeutic targets for BRCA.
Gynaecological cancers
Gynaecological cancers originate from and affect women's reproductive organs, while endometrial, ovarian and cervical cancers are the most frequent and major gynaecological cancers in females (96). Studies have indicated that m6A-modified lncRNAs have pivotal roles in the tumorigenesis and metastasis of gynaecological cancers. Shen et al (97) observed that abundant m6A modification increases the degradation of lncRNA FENDRR by recruiting the m6A reader YTHDF2 in endometrioid endometrial carcinoma (EEC). Subsequently, downregulation of lncRNA FENDRR results in the accumulation of SOX4 protein, which is reported to promote the proliferation of EEC cell lines via epigenetic repression of miR-129-2. Thus, m6A-modified FENDRR boosts the proliferation of EEC cells and further aggravates the pathological process of EEC. Wang et al (98) discovered that m6A upregulates the levels of lncRNA RHPN1-AS1 by decreasing RNA decay in epithelial ovarian cancer (EOC). Subsequently, RHPN1-AS1 acts as a ceRNA to sponge miR-596, consequently increasing leucine zipper/EF hand-containing transmembrane-1 (LETM1) expression, which has an oncogenic role as an activator of the focal adhesion kinase (FAK)/PI3K/Akt pathway in EOC. Therefore, RHPN1-AS1 facilitates EOC cell growth and metathesis via the miR-596/LETM1 axis. Likewise, Yang et al (99) revealed that METTL3 methylation is required for lncRNA ZFAS1 to sequester miR-647 by acting as a ceRNA, which was previously reported to be involved in tumour progression, ultimately resulting in enhanced cervical cancer (CC) proliferation and metastasis. Sun et al (100) also revealed that lncRNA KCNMB2-AS1 is stabilized by m6A modification and promotes CC growth by acting as a ceRNA to sponge miR-130b-5p and miR-4294. Despite these studies having contributed to the understanding of the disease pathophysiology, challenges in gynaecological cancers still require to be addressed by comprehensive research to accelerate the advancement of prognostic, diagnostic and therapeutic approaches.
Haematological system
Neoplasms of the haematopoietic and lymphoid tissues are closely linked to the circulatory and immune systems, accounting for ~9% of all cancers (101). Due to their roles in the regulation of blood cell turnover, m6A-modified lncRNAs are likely to participate in the tumorigenesis of haematopoietic malignancies. Focusing on tumorigenesis fusion proteins produced by aberrant chromosomal translocations, Chen et al (102) reported that lncRNA MALAT1 binds to these fusion proteins and is localized in nuclear speckles after m6A modification. Then, m6A-modified MALAT1 and fusion proteins serve as a functional platform for METTL14 to methylate chimeric mRNA. After binding YTHDC1, m6A-modified chimeric mRNA is exported to the cytoplasm, leading to upregulation of the fusion protein, which is involved in the tumorigenesis of leukaemia. Yao et al (103) discovered that METTL3-mediated methylation increases the stability of lncRNA NEAT1. Subsequently, m6A-modified NEAT1 acts as a ceRNA to sponge miR-766-5p and subsequently increases levels of cyclin-dependent kinase inhibitor 1A (CDKN1A), which is the target gene of miR-766-5p and serves as a negative cell cycle regulator. Finally, m6A-modified NEAT1 suppresses the progression of chronic myelocytic leukaemia by regulating the miR-766-5p/CDKN1A axis. Song et al (104) reported that ALKBH5 decreases the m6A modification of lncRNA TRERNA1, resulting in increased TRERNA1 in diffuse large B-cell lymphoma (DLBCL). TRERNA1 then recruits EZH2 to the p21 promoter region, leading to the repression of this cyclin-dependent inhibitor. Finally, TRERNA1 regulates cell proliferation and is associated with poor prognosis in patients with DLBCL. The development of sensitive detection methods and targeted inhibitors for m6A-modified lncRNAs may have potential in the clinical management of haematological malignancies, particularly when combined with existing options.
Head and neck cancers
Head and neck squamous cell carcinoma (HNSCC)
HNSCC is the sixth most frequently occurring neoplasm globally, claiming ~450,000 lives every year (91). To date, the complex molecular mechanisms of m6A-modified lncRNAs and their influence on the tumorigenesis and development of HNSCC still require to be explored. Ban et al (105) discovered that MTC-induced m6A modification increases the stability of the lncRNA LNCAROD. As a scaffold for the interaction between Y-box binding protein 1 (YBX1) and heat-shock 70-kDa protein 1A (HSPA1A), m6A-modified LNCAROD shields YBX1 from proteasomal degradation by promoting the YBX1-HSPA1A protein-protein interaction, leading to HNSCC cell growth by stabilizing the YBX1 protein. It is still necessary to verify the vital role of m6A-modified lncRNAs in HNSCC, understand the mechanisms of tumorigenesis and progression in depth and identify more effective therapeutic approaches.
Nasopharyngeal carcinoma (NPC)
Due to early invasion and distant metastasis, the 5-year survival rate of NPC remains <20% (106). Accumulating studies suggest that dysregulation of m6A-modified lncRNAs has a pivotal role in the occurrence and metastasis of NPC. Zheng et al (107) identified that m6A modification improves the stability of lncRNA FAM225A. Consequently, upregulation of FAM225A facilitates its function as a ceRNA to sponge miR-590-3p and miR-1275, resulting in increased integrin β3 (ITGB3) expression, which is one of the activators in the FAK/PI3K/Akt pathway. Functionally, FAM225A has been confirmed to promote NPC tumorigenesis.
Nervous system
Characterized by high tumour heterogeneity and poor survival, gliomas appear to be one of the deadliest intracranial cancer types (108). Recently, scientists demonstrated that abnormal m6A-modified lncRNAs are associated with the occurrence and growth of gliomas. Chang et al (109) indicated that METTL3 was elevated in isocitrate dehydrogenase (IDH) wild-type glioma, and with the assistance of HuR, upregulated levels of m6A methylation increase the stability of lncRNA MALAT1. M6A-methylated MALAT1 then activates the NF-κB signalling pathway to promote the malignant progression of IDH wild-type gliomas (109). The association between m6A-modified lncRNAs and oncology is being increasingly explored, while studies in this field have the potential to lay a solid foundation for elucidating the mechanisms of brain tumours.
Endocrine system
Thyroid cancer (TC) is the most frequently occurring cancer type arising from the endocrine system and has exhibited an increasing trend in recent decades (91). However, its morbidity is significantly heterogeneous in terms of different regional factors, ethnic backgrounds and genders (110). To date, various m6A-modified lncRNAs have been studied. Dong et al (111) reported that the m6A reader IGF2BP2 recognizes m6A modification of lncRNA HAGLR and upregulates the expression and stability of HAGLR. Subsequently, elevated HAGLR markedly promotes TC cell proliferation, migration and invasion (111). The features of m6A-modified lncRNAs may be applied to the clinical management of TC and have the potential to expand the current knowledge regarding TC tumorigenesis.
Brief summary
Emerging evidence has revealed that m6A-modified lncRNAs participate in tumour cell proliferation, invasion and migration primarily through two different mechanisms: regulating lncRNA stability (58,59) and translation (63). However, fewer studies on cancers are relevant to the other three functions of m6A-modified lncRNAs, such as changing accessibility to binding proteins (50,54), mediating gene transcriptional silencing (22) and affecting mRNA precursor alternative splicing (57), which still require to be explored in depth. Furthermore, novel bioinformatics analyses based on sequencing databases focused on m6A-modified lncRNA roles in the tumour immune microenvironment, such as immunocyte infiltration and responses to immune checkpoint inhibitors (112,113), require in-depth studies to resolve challenges that are highly relevant to clinical application.
5. Detection methods and tools to predict m6A sites on lncRNAs
To explore the biological functions of m6A modification, it is urgent to clarify where m6A modifications occur and how many of these modifications exist in RNA molecules. To date, various novel detection technologies for m6A modification have been developed that benefit from mass spectrometric techniques and high-throughput sequencing (Table I). These detection technologies include antibody-based methods, such as methylated RNA immunoprecipitation sequencing (meRIP-seq), photo-cross-linking-assisted m6A sequencing strategy, m6A individual-nucleotide resolution UV crosslinking and immunoprecipitation, m6A-level isoform-characterization sequencing, digestion-based methods named m6A-sensitive RNA-endoribonuclease-facilitated sequencing or MAZTER-seq, a gene-editing based method named deamination adjacent to RNA modification targets-sequencing, and metabolism-based methods including m6A-label-seq and FTO-assisted m6A selective chemical labeling method sequencing. Among of them, meRIP-seq adopts specific antibodies of methylated RNAs to capture methylated RNA segments for sequencing (20), which is widely used in investigating methylated RNAs (114,115).
In addition, bioinformatics is a powerful tool that is able to identify likely RNA methylation sites based on statistical evidence (Table II). Among these public databases for prediction, SRAMP and m6A2Target appear to be applicated more widely (116,117). Of note, LITHOPHONE is a computational framework specifically designed for predicting m6A sites of lncRNAs (118). In addition, the use of public databases may allow researchers to reduce the cost of preliminary investigations and facilitate experimental design.
Although m6A detection and prediction methods are continuously improving, it is urgent to develop more accurate methods to identify or predict m6A sites on lncRNAs. In addition, public databases to explore m6A-modified lncRNAs must be established to broaden the horizon regarding their association with biological features of human cancers.
6. Conclusion and future perspectives
In conclusion, m6A modification of lncRNAs has pivotal roles in gene expression through several mechanisms, including the adaptation in structure and binding proteins of lncRNAs, direct and/or indirect regulation of transcription, alteration of mRNA precursor splicing and change of lncRNA stability and translation. Undoubtedly, lncRNAs modified by m6A writers, erasers or readers are involved in the development and progression of various human malignancies. However, further investigations are required in the following aspects.
Previous studies have indicated that certain lncRNAs encode micropeptides (63). However, the role of m6A in this process remains to be elucidated and the mechanisms involved remain to be explored. More importantly, whether m6A modification of lncRNAs represents a marker for predicting the coding potential of lncRNAs requires to be investigated in the future (119). In addition, the role of these micropeptides encoded by m6A-modified lncRNAs in tumour development should be examined (120).
The tumour microenvironment remains a hot spot in cancer research and a number of studies have identified lncRNAs as key regulators in the tumour microenvironment (121). However, only a small number of investigations have focused on the function of m6A-modified lncRNAs in the tumour microenvironment. It is possible that single-cell sequencing technology is used to scrutinize the m6A-modified lncRNAs in different cell types of the tumour microenvironment.
Current detection procedures of m6A-modified lncRNAs are complex and lack single molecule resolution. The technologies to quantify m6A-modified lncRNAs are also limited (122). For instance, transcriptome-wide m6A-seq methods frequently require a large amount of RNA, so it is difficult to apply in clinical practice due to the limitation of patient-derived samples. It is necessary to establish new detection approaches, which allow the detection of m6A-modified lncRNAs at a low concentration such as in tumour tissues, circulating tumour cells, exosomes and faeces, and a more comprehensive public database to collect information of lncRNAs modified by m6A, which will facilitate the investigation of m6A-modified lncRNAs as regulators, biomarkers and potential therapeutic targets in human cancer.
Availability of data and materials
Not applicable.
Authors' contributions
YH and XD drafted the manuscript and completed the visualization. MC performed the literature search and selection, and participated in reviewing the paper. LH and JS performed revision of the manuscript, and conducted project administration and funding acquisition. All authors read and approved the final manuscript. Data authentication is not applicable.
Ethics approval and consent to participate
Not applicable.
Patient consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
Acknowledgments
Not applicable.
Funding
The project was supported by the National Natural Science Foundation of China (grant no. 81773187), Tianjin High School Program for Young and Middle-aged Talents Backbone and Tianjin Young Medical Talents Program and the Tianjin Commission Scientific Research Plan Project (grant no. 2018KJ064).
Abbreviations:
m6A |
N6-methyladenosine |
lncRNA |
long noncoding RNA |
m6Am |
N6,2'-O-dimethyladenosine |
m1A |
N1-methyladenosine |
meRIP-Seq |
methylated RNA immunoprecipitation and sequencing |
SAM |
S-adenosylmethionine |
METTL3 |
methyltransferase-like 3 |
WTAP |
Wilm's tumor 1-associating protein |
VIRMA |
vir-like m6A methyltransferase associated |
ZC3H13 |
zinc finger CCCH-type containing 13 |
CBLL1 |
casitas B-lineage lymphoma-transforming sequence-like protein 1 |
RBM15/15B |
RNA-binding motif protein 15/15B |
MTC |
methyltransferase complex |
FTO |
fat mass and obesity-associated protein |
ALKBH5 |
AlkB homologue 5 |
α-KG |
α-ketoglutarate |
hm6A |
N6-hydroxymethyladenosine |
f6A |
N6-formyladenosine |
A |
adenosine |
YTH |
YT521-B homology |
HNRNP |
heterogeneous nuclear ribonucleoprotein |
IGF2BP |
insulin-like growth factor 2 mRNA binding protein |
eIF3 |
eukaryotic initiation factor 3 |
miRNA/miR |
microRNA |
RBPs |
RNA binding proteins |
NSCLC |
non-small-cell lung cancer |
ORF |
open reading frame |
sORF |
short ORF |
smORF |
small ORF |
ESCC |
esophageal squamous cell carcinoma |
OS |
osteosarcoma |
NPC |
nasopharyngeal carcinoma |
ceRNA |
competing endogenous RNA |
ITGB3 |
integrin β3 |
EC |
esophageal cancer |
YY1 |
yin yang 1 |
YY1BM |
YY1-blocking micropeptide |
GC |
gastric cancer |
EZH2 |
enhancer of zeste homologue 2 |
GLUT1 |
glucose transporter-1 |
CRC |
colorectal cancer |
YAP |
Yes-associated protein |
HCC |
hepatocellular carcinoma |
OATP1B1 |
organic anion transporting polypeptide 1 B1 |
PC |
pancreatic cancer |
EMT |
epithelial to mesenchymal transition |
LC |
lung cancer |
LUAD |
lung adenocarcinoma |
FUBP1 |
far upstream element binding protein 1 |
KC |
kidney cancer |
ccRCC |
clear-cell renal cell carcinoma |
GSK3β |
glycogen synthase kinase 3β |
PCa |
prostate cancer |
BRCA |
breast cancer |
HMGA2 |
high-mobility-group A2 |
GCs |
gynaecological cancers |
EEC |
endometrioid endometrial carcinoma |
EOC |
epithelial ovarian cancer |
LETM1 |
leucine zipper/EF hand-containing transmembrane-1 |
CC |
cervical cancer |
CDKN1A |
cyclin-dependent kinase inhibitor 1A |
DLBCL |
diffuse large B-cell lymphoma |
HNSCC |
head and neck squamous cell carcinoma |
IDH |
isocitrate dehydrogenase |
TC |
thyroid cancer |
References
Liu J and Jia G: Methylation modifications in eukaryotic messenger RNA. J Genet Genomics. 41:21–33. 2014. View Article : Google Scholar : PubMed/NCBI | |
Boccaletto P, Machnicka MA, Purta E, Piatkowski P, Baginski B, Wirecki TK, de Crécy-Lagard V, Ross R, Limbach PA, Kotter A, et al: MODOMICS: A database of RNA modification pathways. 2017 update. Nucleic Acids Res. 46:D303–D307. 2018. View Article : Google Scholar : | |
Li J, Yang X, Qi Z, Sang Y, Liu Y, Xu B, Liu W, Xu Z and Deng Y: The role of mRNA m6A methylation in the nervous system. Cell Biosci. 9:662019. View Article : Google Scholar | |
Dominissini D, Nachtergaele S, Moshitch-Moshkovitz S, Peer E, Kol N, Ben-Haim MS, Dai Q, Di Segni A, Salmon-Divon M, Clark WC, et al: The dynamic N(1)-methyladenosine methylome in eukaryotic messenger RNA. Nature. 530:441–446. 2016. View Article : Google Scholar : PubMed/NCBI | |
You C, Dai X and Wang Y: Position-dependent effects of regioisomeric methylated adenine and guanine ribonucleosides on translation. Nucleic Acids Res. 45:9059–9067. 2017. View Article : Google Scholar : PubMed/NCBI | |
Desrosiers R, Friderici K and Rottman F: Identification of methylated nucleosides in messenger RNA from Novikoff hepatoma cells. Proc Natl Acad Sci USA. 71:3971–3975. 1974. View Article : Google Scholar : PubMed/NCBI | |
Bartosovic M, Molares HC, Gregorova P, Hrossova D, Kudla G and Vanacova S: N6-methyladenosine demethylase FTO targets pre-mRNAs and regulates alternative splicing and 3'-end processing. Nucleic Acids Res. 45:11356–11370. 2017. View Article : Google Scholar : PubMed/NCBI | |
Roundtree IA and He C: Nuclear m(6)A reader YTHDC1 regulates mRNA splicing. Trends Genet. 32:320–321. 2016. View Article : Google Scholar : PubMed/NCBI | |
Xiao W, Adhikari S, Dahal U, Chen YS, Hao YJ, Sun BF, Sun HY, Li A, Ping XL, Lai WY, et al: Nuclear m(6)A reader YTHDC1 regulates mRNA splicing. Mol Cell. 61:507–519. 2016. View Article : Google Scholar : PubMed/NCBI | |
Wang X, Lu Z, Gomez A, Hon GC, Yue Y, Han D, Fu Y, Parisien M, Dai Q, Jia G, et al: N6-methyladenosine-dependent regulation of messenger RNA stability. Nature. 505:117–120. 2014. View Article : Google Scholar | |
Fustin JM, Doi M, Yamaguchi Y, Hida H, Nishimura S, Yoshida M, Isagawa T, Morioka MS, Kakeya H, Manabe I and Okamura H: RNA-methylation-dependent RNA processing controls the speed of the circadian clock. Cell. 155:793–806. 2013. View Article : Google Scholar : PubMed/NCBI | |
Chen J, Zhang YC, Huang C, Shen H, Sun B, Cheng X, Zhang YJ, Yang YG, Shu Q, Yang Y and Li X: m6A regulates neurogenesis and neuronal development by modulating histone methyltransferase Ezh2. Genomics Proteomics Bioinformatics. 17:154–168. 2019. View Article : Google Scholar : PubMed/NCBI | |
Xu J, Bai J, Zhang X, Lv Y, Gong Y, Liu L, Zhao H, Yu F, Ping Y, Zhang G, et al: A comprehensive overview of lncRNA annotation resources. Brief Bioinform. 18:236–249. 2017. | |
Peng WX, Koirala P and Mo YY: LncRNA-mediated regulation of cell signaling in cancer. Oncogene. 36:5661–5667. 2017. View Article : Google Scholar : PubMed/NCBI | |
Bhat SA, Ahmad SM, Mumtaz PT, Malik AA, Dar MA, Urwat U, Shah RA and Ganai NA: Long non-coding RNAs: Mechanism of action and functional utility. Noncoding RNA Res. 1:43–50. 2016. View Article : Google Scholar : PubMed/NCBI | |
Chen F, Li Z, Deng C and Yan H: Integration analysis for novel lncRNA markers predicting tumor recurrence in human colon adenocarcinoma. J Transl Med. 17:2992019. View Article : Google Scholar : PubMed/NCBI | |
Zimmer-Bensch G: Emerging roles of long non-coding RNAs as drivers of brain evolution. Cells. 8:13992019. View Article : Google Scholar | |
Robinson EK, Covarrubias S and Carpenter S: The how and why of lncRNA function: An innate immune perspective. Biochim Biophys Acta Gene Regul Mech. 1863:1944192020. View Article : Google Scholar : | |
Ma S, Chen C, Ji X, Liu J, Zhou Q, Wang G, Yuan W, Kan Q and Sun Z: The interplay between m6A RNA methylation and noncoding RNA in cancer. J Hematol Oncol. 12:1212019. View Article : Google Scholar : PubMed/NCBI | |
Meyer KD, Saletore Y, Zumbo P, Elemento O, Mason CE and Jaffrey SR: Comprehensive analysis of mRNA methylation reveals enrichment in 3'UTRs and near stop codons. Cell. 149:1635–1646. 2012. View Article : Google Scholar : PubMed/NCBI | |
Liu N, Dai Q, Zheng G, He C, Parisien M and Pan T: N(6)-methyladenosine-dependent RNA structural switches regulate RNA-protein interactions. Nature. 518:560–564. 2015. View Article : Google Scholar : PubMed/NCBI | |
Patil DP, Chen CK, Pickering BF, Chow A, Jackson C, Guttman M and Jaffrey SR: m(6)A RNA methylation promotes XIST-mediated transcriptional repression. Nature. 537:369–373. 2016. View Article : Google Scholar : PubMed/NCBI | |
Zheng G, Dahl JA, Niu Y, Fedorcsak P, Huang CM, Li CJ, Vågbø CB, Shi Y, Wang WL, Song SH, et al: ALKBH5 is a mammalian RNA demethylase that impacts RNA metabolism and mouse fertility. Mol Cell. 49:18–29. 2013. View Article : Google Scholar : | |
Lan Q, Liu PY, Haase J, Bell JL, Huttelmaier S and Liu T: The critical role of RNA m6A methylation in cancer. Cancer Res. 79:1285–1292. 2019. View Article : Google Scholar : PubMed/NCBI | |
Yang Y, Hsu PJ, Chen YS and Yang YG: Dynamic transcriptomic m6A decoration: Writers, erasers, readers and functions in RNA metabolism. Cell Res. 28:616–624. 2018. View Article : Google Scholar : PubMed/NCBI | |
Yao L, Man CF, He R, He L, Huang JB, Xiang SY, Dai Z, Wang XY and Fan Y: The Interaction between N6-Methyladenosine modification and non-coding RNAs in gastrointestinal tract cancers. Front Oncol. 11:7841272021. View Article : Google Scholar | |
Deng X, Su R, Weng H, Huang H, Li Z and Chen J: RNA N6-methyladenosine modification in cancers: Current status and perspectives. Cell Res. 28:507–517. 2018. View Article : Google Scholar : PubMed/NCBI | |
Schwartz S, Mumbach MR, Jovanovic M, Wang T, Maciag K, Bushkin GG, Mertins P, Ter-Ovanesyan D, Habib N, Cacchiarelli D, et al: Perturbation of m6A writers reveals two distinct classes of mRNA methylation at internal and 5'sites. Cell Rep. 8:284–296. 2014. View Article : Google Scholar : PubMed/NCBI | |
Wen J, Lv R, Ma H, Shen H, He C, Wang J, Jiao F, Liu H, Yang P, Tan L, et al: Zc3h13 regulates nuclear RNA m6A methylation and mouse embryonic stem cell self-renewal. Mol Cell. 69:1028–1038.e6. 2018. View Article : Google Scholar | |
Bokar JA, Shambaugh ME, Polayes D, Matera AG and Rottman FM: Purification and cDNA cloning of the AdoMet-binding subunit of the human mRNA (N6-adenosine)-methyltransferase. RNA. 3:1233–1247. 1997.PubMed/NCBI | |
Wang X, Feng J, Xue Y, Guan Z, Zhang D, Liu Z, Gong Z, Wang Q, Huang J, Tang C, et al: Structural basis of N(6)-adenosine methylation by the METTL3-METTL14 complex. Nature. 534:575–578. 2016. View Article : Google Scholar : PubMed/NCBI | |
Liu J, Yue Y, Han D, Wang X, Fu Y, Zhang L, Jia G, Yu M, Lu Z, Deng X, et al: A METTL3-METTL14 complex mediates mammalian nuclear RNA N6-adenosine methylation. Nat Chem Biol. 10:93–95. 2014. View Article : Google Scholar : | |
Horiuchi K, Kawamura T, Iwanari H, Ohashi R, Naito M, Kodama T and Hamakubo T: Identification of Wilms' tumor 1-associating protein complex and its role in alternative splicing and the cell cycle. J Biol Chem. 288:33292–33302. 2013. View Article : Google Scholar : PubMed/NCBI | |
Warda AS, Kretschmer J, Hackert P, Lenz C, Urlaub H, Höbartner C, Sloan KE and Bohnsack MT: Human METTL16 is a N6-methyladenosine (m6A) methyltransferase that targets pre-mRNAs and various non-coding RNAs. EMBO Rep. 18:2004–2014. 2017. View Article : Google Scholar : PubMed/NCBI | |
Ruszkowska A: METTL16, Methyltransferase-like protein 16: Current insights into structure and function. Int J Mol Sci. 22:21762021. View Article : Google Scholar : PubMed/NCBI | |
Zuo X, Chen Z, Gao W, Zhang Y, Wang J, Wang J, Cao M, Cai J, Wu J and Wang X: M6A-mediated upregulation of LINC00958 increases lipogenesis and acts as a nanotherapeutic target in hepatocellular carcinoma. J Hematol Oncol. 13:52020. View Article : Google Scholar : PubMed/NCBI | |
Jin D, Guo J, Wu Y, Du J, Yang L, Wang X, Di W, Hu B, An J, Kong L, et al: m6A mRNA methylation initiated by METTL3 directly promotes YAP translation and increases YAP activity by regulating the MALAT1-miR-1914-3p-YAP axis to induce NSCLC drug resistance and metastasis. J Hematol Oncol. 14:322021. View Article : Google Scholar | |
Jia G, Fu Y, Zhao X, Dai Q, Zheng G, Yang Y, Yi C, Lindahl T, Pan T, Yang YG and He C: N6-methyladenosine in nuclear RNA is a major substrate of the obesity-associated FTO. Nat Chem Biol. 7:885–887. 2011. View Article : Google Scholar : PubMed/NCBI | |
Sun T, Wu R and Ming L: The role of m6A RNA methylation in cancer. Biomed Pharmacother. 112:1086132019. View Article : Google Scholar : PubMed/NCBI | |
Wang T, Kong S, Tao M and Ju S: The potential role of RNA N6-methyladenosine in Cancer progression. Mol Cancer. 19:882020. View Article : Google Scholar : PubMed/NCBI | |
Shi H, Wei J and He C: Where, When, and How: Context-dependent functions of RNA methylation writers, readers, and eras. Mol Cell. 74:640–650. 2019. View Article : Google Scholar : PubMed/NCBI | |
Frye M, Harada BT, Behm M and He C: RNA modifications modulate gene expression during development. Science. 361:1346–1349. 2018. View Article : Google Scholar : PubMed/NCBI | |
Wang X, Zhao BS, Roundtree IA, Lu Z, Han D, Ma H, Weng X, Chen K, Shi H and He C: N(6)-methyladenosine modulates messenger RNA translation efficiency. Cell. 161:1388–1399. 2015. View Article : Google Scholar : PubMed/NCBI | |
Yan J, Huang X, Zhang X, Chen Z, Ye C, Xiang W and Huang Z: LncRNA LINC00470 promotes the degradation of PTEN mRNA to facilitate malignant behavior in gastric cancer cells. Biochem Biophys Res Commun. 521:887–893. 2020. View Article : Google Scholar | |
Hu Y, Tang J, Xu F, Chen J, Zeng Z, Han S, Wang F, Wang D, Huang M, Zhao Y, et al: A reciprocal feedback between N6-methyladenosine reader YTHDF3 and lncRNA DICER1-AS1 promotes glycolysis of pancreatic cancer through inhibiting maturation of miR-5586-5p. J Exp Clin Cancer Res. 41:692022. View Article : Google Scholar : PubMed/NCBI | |
Shi H, Wang X, Lu Z, Zhao BS, Ma H, Hsu PJ, Liu C and He C: YTHDF3 facilitates translation and decay of N6-methyladenosine-modified RNA. Cell Res. 27:315–328. 2017. View Article : Google Scholar : PubMed/NCBI | |
Luxton HJ, Simpson BS, Mills IG, Brindle NR, Ahmed Z, Stavrinides V, Heavey S, Stamm S and Whitaker HC: The oncogene metadherin interacts with the known splicing proteins YTHDC1, Sam68 and T-STAR and plays a novel role in alternative mRNA splicing. Cancers (Basel). 11:12332019. View Article : Google Scholar | |
Ding Y, Wang M and Yang J: Circular RNA midline-1 (circMID1) promotes proliferation, migration, invasion and glycolysis in prostate cancer. Bioengineered. 13:6293–6308. 2022. View Article : Google Scholar : PubMed/NCBI | |
Alarcón CR, Goodarzi H, Lee H, Liu X, Tavazoie S and Tavazoie SF: HNRNPA2B1 Is a mediator of m(6)A-dependent nuclear RNA processing events. Cell. 162:1299–1308. 2015. View Article : Google Scholar : PubMed/NCBI | |
Liu N, Zhou KI, Parisien M, Dai Q, Diatchenko L and Pan T: N6-methyladenosine alters RNA structure to regulate binding of a low-complexity protein. Nucleic Acids Res. 45:6051–6063. 2017. View Article : Google Scholar : PubMed/NCBI | |
Huang H, Weng H, Sun W, Qin X, Shi H, Wu H, Zhao BS, Mesquita A, Liu C, Yuan CL, et al: Recognition of RNA N6-methyladenosine by IGF2BP proteins enhances mRNA stability and translation. Nat Cell Biol. 20:285–295. 2018. View Article : Google Scholar : PubMed/NCBI | |
Zhu P, He F, Hou Y, Tu G, Li Q, Jin T, Zeng H, Qin Y, Wan X, Qiao Y, et al: A novel hypoxic long noncoding RNA KB-1980E6.3 maintains breast cancer stem cell stemness via interacting with IGF2BP1 to facilitate c-Myc mRNA stability. Oncogene. 40:1609–1627. 2021. View Article : Google Scholar : PubMed/NCBI | |
Roost C, Lynch SR, Batista PJ, Qu K, Chang HY and Kool ET: Structure and thermodynamics of N6-methyladenosine in RNA: A spring-loaded base modification. J Am Chem Soc. 137:2107–2115. 2015. View Article : Google Scholar : PubMed/NCBI | |
Zhou KI, Parisien M, Dai Q, Liu N, Diatchenko L, Sachleben JR and Pan T: N(6)-Methyladenosine modification in a long noncoding RNA hairpin predisposes its conformation to protein binding. J Mol Biol. 428:822–833. 2016. View Article : Google Scholar | |
Dong S, Wu Y, Liu Y, Weng H and Huang H: N6-methyladenosine steers RNA metabolism and regulation in cancer. Cancer Commun (Lond). 41:538–559. 2021. View Article : Google Scholar | |
Dominissini D, Moshitch-Moshkovitz S, Schwartz S, Salmon-Divon M, Ungar L, Osenberg S, Cesarkas K, Jacob-Hirsch J, Amariglio N, Kupiec M, et al: Topology of the human and mouse m6A RNA methylomes revealed by m6A-seq. Nature. 485:201–206. 2012. View Article : Google Scholar : PubMed/NCBI | |
Ninomiya K, Iwakiri J, Aly MK, Sakaguchi Y, Adachi S, Natsume T, Terai G, Asai K, Suzuki T and Hirose T: m6 A modification of HSATIII lncRNAs regulates temperature-dependent splicing. EMBO J. 40:e1079762021. View Article : Google Scholar | |
Xue L, Li J, Lin Y, Liu D, Yang Q, Jian J and Peng J: m6 A transferase METTL3-induced lncRNA ABHD11-AS1 promotes the Warburg effect of non-small-cell lung cancer. J Cell Physiol. 236:2649–2658. 2021. View Article : Google Scholar | |
Guo T, Liu DF, Peng SH and Xu AM: ALKBH5 promotes colon cancer progression by decreasing methylation of the lncRNA NEAT1. Am J Transl Res. 12:4542–4549. 2020.PubMed/NCBI | |
Bhan A, Soleimani M and Mandal SS: Long noncoding RNA and cancer: A new paradigm. Cancer Res. 77:3965–3981. 2017. View Article : Google Scholar : PubMed/NCBI | |
Okazaki Y, Furuno M, Kasukawa T, Adachi J, Bono H, Kondo S, Nikaido I, Osato N, Saito R, Suzuki H, et al: Analysis of the mouse transcriptome based on functional annotation of 60,770 full-length cDNAs. Nature. 420:563–573. 2002. View Article : Google Scholar : PubMed/NCBI | |
Wu Q, Wright M, Gogol MM, Bradford WD, Zhang N and Bazzini AA: Translation of small downstream ORFs enhances translation of canonical main open reading frames. EMBO J. 39. pp. e1047632020, View Article : Google Scholar | |
Wu S, Zhang L, Deng J, Guo B, Li F, Wang Y, Wu R, Zhang S, Lu J and Zhou Y: A novel micropeptide encoded by Y-linked LINC00278 links cigarette smoking and AR signaling in male esophageal squamous cell carcinoma. Cancer Res. 80:2790–2803. 2020. View Article : Google Scholar : PubMed/NCBI | |
Chen J, Brunner AD, Cogan JZ, Nuñez JK, Fields AP, Adamson B, Itzhak DN, Li JY, Mann M, Leonetti MD and Weissman JS: Pervasive functional translation of noncanonical human open reading frames. Science. 367:1140–1146. 2020. View Article : Google Scholar : PubMed/NCBI | |
Wu Y, Yang X, Chen Z, Tian L, Jiang G, Chen F, Li J, An P, Lu L, Luo N, et al: m6A-induced lncRNA RP11 triggers the dissemination of colorectal cancer cells via upregulation of Zeb1. Mol Cancer. 18:872019. View Article : Google Scholar | |
Biazzo A and De Paolis M: Multidisciplinary approach to osteosarcoma. Acta Orthop Belg. 82:690–698. 2016. | |
Chen S, Zhou L and Wang Y: ALKBH5-mediated m6A demethylation of lncRNA PVT1 plays an oncogenic role in osteosarcoma. Cancer Cell Int. 20:342020. View Article : Google Scholar | |
Chen J, Tian Y, Zhang Q, Ren D, Zhang Q, Yan X, Wang L, He Z, Zhang W, Zhang T and Yuan X: Novel insights into the role of N6-Methyladenosine RNA modification in bone pathophysiology. Stem Cells Dev. 30:17–28. 2021. View Article : Google Scholar | |
Li D, Yang C, Yin C, Zhao F, Chen Z, Tian Y, Dang K, Jiang S, Zhang W, Zhang G and Qian A: LncRNA, important player in bone development and disease. Endocr Metab Immune Disord Drug Targets. 20:50–66. 2020. View Article : Google Scholar | |
Abnet CC, Arnold M and Wei WQ: Epidemiology of esophageal squamous cell carcinoma. Gastroenterology. 154:360–373. 2018. View Article : Google Scholar | |
Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A and Bray F: Global Cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 71:209–249. 2021. View Article : Google Scholar : PubMed/NCBI | |
Zhang J, Guo S, Piao HY, Wang Y, Wu Y, Meng XY, Yang D, Zheng ZC and Zhao Y: ALKBH5 promotes invasion and metastasis of gastric cancer by decreasing methylation of the lncRNA NEAT1. J Physiol Biochem. 75:379–389. 2019. View Article : Google Scholar : PubMed/NCBI | |
Yang D, Chang S, Li F, Ma M, Yang J, Lv X, Huangfu L and Jia C: m6 A transferase KIAA1429-stabilized LINC00958 accelerates gastric cancer aerobic glycolysis through targeting GLUT1. IUBMB Life. 73:1325–1333. 2021. View Article : Google Scholar : PubMed/NCBI | |
Hu N and Ji H: N6-methyladenosine (m6A)-mediated up-regulation of long noncoding RNA LINC01320 promotes the proliferation, migration, and invasion of gastric cancer via miR495-5p/RAB19 axis. Bioengineered. 12:4081–4091. 2021. View Article : Google Scholar : PubMed/NCBI | |
Siegel RL, Miller KD and Jemal A: Cancer statistics, 2020. CA Cancer J Clin. 70:7–30. 2020. View Article : Google Scholar : PubMed/NCBI | |
Ni W, Yao S, Zhou Y, Liu Y, Huang P, Zhou A, Liu J, Che L and Li J: Long noncoding RNA GAS5 inhibits progression of colorectal cancer by interacting with and triggering YAP phosphorylation and degradation and is negatively regulated by the m6A reader YTHDF3. Mol Cancer. 18:1432019. View Article : Google Scholar | |
Yang X, Zhang S, He C, Xue P, Zhang L, He Z, Zang L, Feng B, Sun J and Zheng M: METTL14 suppresses proliferation and metastasis of colorectal cancer by down-regulating oncogenic long non-coding RNA XIST. Mol Cancer. 19:462020. View Article : Google Scholar : PubMed/NCBI | |
Wu J, Pang R, Li M, Chen B, Huang J and Zhu Y: m6A-induced LncRNA MEG3 suppresses the proliferation, migration and invasion of hepatocellular carcinoma cell through miR-544b/BTG2 signaling. Onco Targets Ther. 14:3745–3755. 2021. View Article : Google Scholar : PubMed/NCBI | |
Chen MH, Fu LS, Zhang F, Yang Y and Wu XZ: LncAY controls BMI1 expression and activates BMI1/Wnt/beta-catenin signaling axis in hepatocellular carcinoma. Life Sci. 280:1197482021. View Article : Google Scholar | |
Chen YT, Xiang D, Zhao XY and Chu XY: Upregulation of lncRNA NIFK-AS1 in hepatocellular carcinoma by m6A methylation promotes disease progression and sorafenib resistance. Hum Cell. 34:1800–1811. 2021. View Article : Google Scholar : PubMed/NCBI | |
Mizrahi JD, Surana R, Valle JW and Shroff RT: Pancreatic cancer. Lancet. 395:2008–2020. 2020. View Article : Google Scholar : PubMed/NCBI | |
Yin MY, Xi LT, Liu L, Zhu JZ, Qian LJ and Xu CF: Pancreatic cancer incidence and mortality patterns in 2006-2015 and prediction of the epidemiological trend to 2025 in China. World J Clin Cases. 10:4404–4413. 2022. View Article : Google Scholar : PubMed/NCBI | |
He Y, Hu H, Wang Y, Yuan H, Lu Z, Wu P, Liu D, Tian L, Yin J, Jiang K and Miao Y: ALKBH5 inhibits pancreatic cancer motility by decreasing long non-coding RNA KCNK15-AS1 methylation. Cell Physiol Biochem. 48:838–846. 2018. View Article : Google Scholar : PubMed/NCBI | |
Hu X, Peng WX, Zhou H, Jiang J, Zhou X, Huang D, Mo YY and Yang L: IGF2BP2 regulates DANCR by serving as an N6-methyladenosine reader. Cell Death Differ. 27:1782–1794. 2020. View Article : Google Scholar : | |
Chen Y, Zitello E, Guo R and Deng Y: The function of LncRNAs and their role in the prediction, diagnosis, and prognosis of lung cancer. Clin Transl Med. 11:e3672021. View Article : Google Scholar : PubMed/NCBI | |
Song H, Li H, Ding X, Li M, Shen H, Li Y, Zhang X and Xing L: Long noncoding RNA FEZF1AS1 facilitates nonsmall cell lung cancer progression via the ITGA11/miR516b5p axis. Int J Oncol. 57:1333–1347. 2020. View Article : Google Scholar : PubMed/NCBI | |
Qian X, Yang J, Qiu Q, Li X, Jiang C, Li J, Dong L, Ying K, Lu B, Chen E, et al: LCAT3, a novel m6A-regulated long non-coding RNA, plays an oncogenic role in lung cancer via binding with FUBP1 to activate c-MYC. J Hematol Oncol. 14:1122021. View Article : Google Scholar : PubMed/NCBI | |
Yu H and Zhang Z: ALKBH5-mediated m6A demethylation of lncRNA RMRP plays an oncogenic role in lung adenocarcinoma. Mamm Genome. 32:195–203. 2021. View Article : Google Scholar : PubMed/NCBI | |
Hsieh JJ, Purdue MP, Signoretti S, Swanton C, Albiges L, Schmidinger M, Heng DY, Larkin J and Ficarra V: Renal cell carcinoma. Nat Rev Dis Primers. 3:170092017. View Article : Google Scholar : PubMed/NCBI | |
Tan L, Tang Y, Li H, Li P, Ye Y, Cen J, Gui C, Luo J, Cao J and Wei J: N6-Methyladenosine modification of LncRNA DUXAP9 promotes renal cancer cells proliferation and motility by activating the PI3K/AKT signaling pathway. Front Oncol. 11:6418332021. View Article : Google Scholar : PubMed/NCBI | |
Siegel RL, Miller KD, Fuchs HE and Jemal A: Cancer Statistics, 2021. CA Cancer J Clin. 71:7–33. 2021. View Article : Google Scholar : PubMed/NCBI | |
Barros-Silva D, Lobo J, Guimarães-Teixeira C, Carneiro I, Oliveira J, Martens-Uzunova ES, Henrique R and Jerónimo C: VIRMA-dependent N6-Methyladenosine modifications regulate the expression of long non-coding RNAs CCAT1 and CCAT2 in prostate cancer. Cancers (Basel). 12:7712020. View Article : Google Scholar | |
Sun T, Wu Z, Wang X, Wang Y, Hu X, Qin W, Lu S, Xu D, Wu Y, Chen Q, et al: LNC942 promoting METTL14-mediated m6A methylation in breast cancer cell proliferation and progression. Oncogene. 39:5358–5372. 2020. View Article : Google Scholar : PubMed/NCBI | |
Rong D, Dong Q, Qu H, Deng X, Gao F, Li Q and Sun P: m6A-induced LINC00958 promotes breast cancer tumorigenesis via the miR-378a-3p/YY1 axis. Cell Death Dis. 7:272021. View Article : Google Scholar | |
Zhao C, Ling X, Xia Y, Yan B and Guan Q: The m6A methyltransferase METTL3 controls epithelial-mesenchymal transition, migration and invasion of breast cancer through the MALAT1/miR-26b/HMGA2 axis. Cancer Cell Int. 21:4412021. View Article : Google Scholar : PubMed/NCBI | |
Di Fiore R, Suleiman S, Drago-Ferrante R, Felix A, O'Toole SA, O'Leary JJ, Ward MP, Beirne J, Yordanov A, Vasileva-Slaveva M, et al: LncRNA MORT (ZNF667-AS1) in cancer-is there a possible role in gynecological malignancies? Int J Mol Sci. 22:78292021. View Article : Google Scholar | |
Shen J, Feng XP, Hu RB, Wang H, Wang YL, Qian JH and Zhou YX: N-methyladenosine reader YTHDF2-mediated long noncoding RNA FENDRR degradation promotes cell proliferation in endometrioid endometrial carcinoma. Lab Invest. 101:775–784. 2021. View Article : Google Scholar : PubMed/NCBI | |
Wang J, Ding W, Xu Y, Tao E, Mo M, Xu W, Cai X, Chen X, Yuan J and Wu X: Long non-coding RNA RHPN1-AS1 promotes tumorigenesis and metastasis of ovarian cancer by acting as a ceRNA against miR-596 and upregulating LETM1. Aging (Albany NY). 12:4558–4572. 2020. View Article : Google Scholar | |
Yang Z, Ma J, Han S, Li X, Guo H and Liu D: ZFAS1 exerts an oncogenic role via suppressing miR-647 in an m6A-dependent manner in cervical cancer. Onco Targets Ther. 13:11795–11806. 2020. View Article : Google Scholar : | |
Zhang Y, Wang D, Wu D, Zhang D and Sun M: Long noncoding RNA KCNMB2-AS1 stabilized by N6-Methyladenosine modification promotes cervical cancer growth through acting as a competing endogenous RNA. Cell Transplant. 29:9636897209643822020. | |
Ghafouri-Fard S, Esmaeili M and Taheri M: Expression of non-coding RNAs in hematological malignancies. Eur J Pharmacol. 875:1729762020. View Article : Google Scholar : PubMed/NCBI | |
Chen ZH, Chen TQ, Zeng ZC, Wang D, Han C, Sun YM, Huang W, Sun LY, Fang K, Chen YQ, et al: Nuclear export of chimeric mRNAs depends on an lncRNA-triggered autoregulatory loop in blood malignancies. Cell Death Dis. 11:5662020. View Article : Google Scholar : PubMed/NCBI | |
Yao FY, Zhao C, Zhong FM, Qin TY, Wen F, Li MY, Liu J, Huang B and Wang XZ: m6A Modification of lncRNA NEAT1 regulates chronic myelocytic leukemia progression via miR-766-5p/CDKN1A axis. Front Oncol. 11:6796342021. View Article : Google Scholar | |
Song W, Fei F, Qiao F, Weng Z, Yang Y, Cao B, Yue J, Xu J, Zheng M and Li J: ALKBH5-mediated N6-methyladenosine modification of TRERNA1 promotes DLBCL proliferation via p21 downregulation. Cell Death Discov. 8:252022. View Article : Google Scholar : | |
Ban Y, Tan P, Cai J, Li J, Hu M, Zhou Y, Mei Y, Tan Y, Li X, Zeng Z, et al: LNCAROD is stabilized by m6A methylation and promotes cancer progression via forming a ternary complex with HSPA1A and YBX1 in head and neck squamous cell carcinoma. Mol Oncol. 14:1282–1296. 2020. View Article : Google Scholar : PubMed/NCBI | |
Lee AW, Ma BB, Ng WT and Chan AT: Management of nasopharyngeal carcinoma: Current practice and future perspective. J Clin Oncol. 33:3356–3364. 2015. View Article : Google Scholar : PubMed/NCBI | |
Zheng ZQ, Li ZX, Zhou GQ, Lin L, Zhang LL, Lv JW, Huang XD, Liu RQ, Chen F, He XJ, et al: Long noncoding RNA FAM225A promotes nasopharyngeal carcinoma tumorigenesis and metastasis by acting as ceRNA to sponge miR-590-3p/miR-1275 and Upregulate ITGB3. Cancer Res. 79:4612–4626. 2019. View Article : Google Scholar : PubMed/NCBI | |
Dong Z and Cui H: The emerging roles of RNA modifications in Glioblastoma. Cancers (Basel). 12:7362020. View Article : Google Scholar | |
Chang YZ, Chai RC, Pang B, Chang X, An SY, Zhang KN, Jiang T and Wang YZ: METTL3 enhances the stability of MALAT1 with the assistance of HuR via m6A modification and activates NF-kB to promote the malignant progression of IDH-wildtype glioma. Cancer Lett. 511:36–46. 2021. View Article : Google Scholar : PubMed/NCBI | |
Roman BR, Morris LG and Davies L: The thyroid cancer epidemic, 2017 perspective. Curr Opin Endocrinol Diabetes Obes. 24:332–336. 2017. View Article : Google Scholar : PubMed/NCBI | |
Dong L, Geng Z, Liu Z, Tao M, Pan M and Lu X: IGF2BP2 knockdown suppresses thyroid cancer progression by reducing the expression of long non-coding RNA HAGLR. Pathol Res Pract. 225:1535502021. View Article : Google Scholar : PubMed/NCBI | |
Yuan C, Liu C, Zhao S, Zhang X, Jia H, Chen B, Zhang M, Zheng Y, Zhou J and Bo Y: The role of N6-Methyladenosine-associated lncRNAs in the immune microenvironment and prognosis of colorectal cancer. J Oncol. 2022:46893962022. View Article : Google Scholar : PubMed/NCBI | |
Zhang M, Zhang J and Liu Y: Comprehensive analysis of molecular features, prognostic values, and immune landscape association of m6A-regulated immune-related lncRNAs in smoking-associated lung squamous cell carcinoma. Front Genet. 13:8874772022. View Article : Google Scholar : PubMed/NCBI | |
Du QY, Huo FC, Du WQ, Sun XL, Jiang X, Zhang LS and Pei DS: METTL3 potentiates progression of cervical cancer by suppressing ER stress via regulating m6A modification of TXNDC5 mRNA. Oncogene. 41:4420–4432. 2022. View Article : Google Scholar : PubMed/NCBI | |
Li HB, Huang G, Tu J, Lv DM, Jin QL, Chen JK, Zou YT, Lee DF, Shen JN and Xie XB: METTL14-mediated epitranscriptome modification of MN1 mRNA promote tumorigenicity and all-trans-retinoic acid resistance in osteosarcoma. EBioMedicine. 82:1041422022. View Article : Google Scholar : PubMed/NCBI | |
Zhao Q, Zhao Y, Hu W, Zhang Y, Wu X, Lu J, Li M, Li W, Wu W, Wang J, et al: m6A RNA modification modulates PI3K/Akt/mTOR signal pathway in gastrointestinal cancer. Theranostics. 10:9528–9543. 2020. View Article : Google Scholar : | |
Lu M, Zhan H, Liu B, Li D, Li W, Chen X and Zhou X: N6-methyladenosine-related non-coding RNAs are potential prognostic and immunotherapeutic responsiveness biomarkers for bladder cancer. EPMA J. 12:589–604. 2021. View Article : Google Scholar : PubMed/NCBI | |
Liu L, Lei X, Fang Z, Tang Y, Meng J and Wei Z: LITHOPHONE: Improving lncRNA methylation site prediction using an ensemble predictor. Front Genet. 11:5452020. View Article : Google Scholar : PubMed/NCBI | |
Wu P, Mo Y, Peng M, Tang T, Zhong Y, Deng X, Xiong F, Guo C, Wu X, Li Y, et al: Emerging role of tumor-related functional peptides encoded by lncRNA and circRNA. Mol Cancer. 19:222020. View Article : Google Scholar : PubMed/NCBI | |
Kong S, Tao M, Shen X and Ju S: Translatable circRNAs and lncRNAs: Driving mechanisms and functions of their translation products. Cancer Lett. 483:59–65. 2020. View Article : Google Scholar : PubMed/NCBI | |
Park EG, Pyo SJ, Cui Y, Yoon SH and Nam JW: Tumor immune microenvironment lncRNAs. Brief Bioinform. 23:bbab5042022. View Article : Google Scholar : | |
Zhang Z, Chen LQ, Zhao YL, Yang CG, Roundtree IA, Zhang Z, Ren J, Xie W, He C and Luo GZ: Single-base mapping of m6A by an antibody-independent method. Sci Adv. 5:eaax02502019. View Article : Google Scholar | |
Chen K, Lu Z, Wang X, Fu Y, Luo GZ, Liu N, Han D, Dominissini D, Dai Q, Pan T and He C: High-resolution N(6)-methyladenosine (m(6) A) map using photo-cross-linking-assisted m(6) A sequencing. Angew Chem Int Ed Engl. 54:1587–1590. 2015. View Article : Google Scholar | |
Linder B, Grozhik AV, Olarerin-George AO, Meydan C, Mason CE and Jaffrey SR: Single-nucleotide-resolution mapping of m6A and m6Am throughout the transcriptome. Nat Methods. 12:767–772. 2015. View Article : Google Scholar : PubMed/NCBI | |
Meyer KD: DART-seq: An antibody-free method for global m6A detection. Nat Methods. 16:1275–1280. 2019. View Article : Google Scholar : PubMed/NCBI | |
Shu X, Cao J, Cheng M, Xiang S, Gao M, Li T, Ying X, Wang F, Yue Y, Lu Z, et al: A metabolic labeling method detects m6A transcriptome-wide at single base resolution. Nat Chem Biol. 16:887–895. 2020. View Article : Google Scholar : PubMed/NCBI | |
Wang Y, Xiao Y, Dong S, Yu Q and Jia G: Antibody-free enzyme-assisted chemical approach for detection of N6-methyladenosine. Nat Chem Biol. 16:896–903. 2020. View Article : Google Scholar : PubMed/NCBI | |
Zhou Y, Zeng P, Li YH, Zhang Z and Cui Q: SRAMP: Prediction of mammalian N6-methyladenosine (m6A) sites based on sequence-derived features. Nucleic Acids Res. 44:e912016. View Article : Google Scholar : PubMed/NCBI | |
Jia CZ, Zhang JJ and Gu WZ: RNA-MethylPred: A high-accuracy predictor to identify N6-methyladenosine in RNA. Anal Biochem. 510:72–75. 2016. View Article : Google Scholar : PubMed/NCBI | |
Li GQ, Liu Z, Shen HB and Yu DJ: TargetM6A: Identifying N6-Methyladenosine Sites from RNA sequences via Position-specific nucleotide propensities and a support vector machine. IEEE Trans Nanobioscience. 15:674–682. 2016. View Article : Google Scholar : PubMed/NCBI | |
Xuan JJ, Sun WJ, Lin PH, Zhou KR, Liu S, Zheng LL, Qu LH and Yang JH: RMBase v2.0: Deciphering the map of RNA modifications from epitranscriptome sequencing data. Nucleic Acids Res. 46:D327–D334. 2018. View Article : Google Scholar : | |
Zheng Y, Nie P, Peng D, He Z, Liu M, Xie Y, Miao Y, Zuo Z and Ren J: m6AVar: A database of functional variants involved in m6A modification. Nucleic Acids Res. 46:D139–D145. 2018. View Article : Google Scholar : | |
Zhang Y and Hamada M: DeepM6ASeq: Prediction and characterization of m6A-containing sequences using deep learning. BMC Bioinformatics. 19:5242018. View Article : Google Scholar | |
Han Y, Feng J, Xia L, Dong X, Zhang X, Zhang S, Miao Y, Xu Q, Xiao S, Zuo Z, et al: CVm6A: A visualization and exploration database for m6As in cell lines. Cells. 8:1682019. View Article : Google Scholar | |
Liu K, Cao L, Du P and Chen W: im6A-TS-CNN: Identifying the N6-Methyladenine site in multiple tissues by using the convolutional neural network. Mol Ther Nucleic Acids. 21:1044–1049. 2020. View Article : Google Scholar : PubMed/NCBI | |
Deng S, Zhang H, Zhu K, Li X, Ye Y, Li R, Liu X, Lin D, Zuo Z and Zheng J: M6A2Target: A comprehensive database for targets of m6A writers, erasers and readers. Brief Bioinform. 22:bbaa0552021. View Article : Google Scholar |