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Cancer Biology & Medicine logoLink to Cancer Biology & Medicine
. 2023 Mar 2;20(2):104–128. doi: 10.20892/j.issn.2095-3941.2022.0466

Circular RNAs: implications of signaling pathways and bioinformatics in human cancer

Fan Hu 1,*, Yin Peng 1,*, Xinmin Fan 1, Xiaojing Zhang 1,, Zhe Jin 1,
PMCID: PMC9978890  PMID: 36861443

Abstract

Circular RNAs (circRNAs) form a class of endogenous single-stranded RNA transcripts that are widely expressed in eukaryotic cells. These RNAs mediate post-transcriptional control of gene expression and have multiple functions in biological processes, such as transcriptional regulation and splicing. They serve predominantly as microRNA sponges, RNA-binding proteins, and templates for translation. More importantly, circRNAs are involved in cancer progression, and may serve as promising biomarkers for tumor diagnosis and therapy. Although traditional experimental methods are usually time-consuming and laborious, substantial progress has been made in exploring potential circRNA-disease associations by using computational models, summarized signaling pathway data, and other databases. Here, we review the biological characteristics and functions of circRNAs, including their roles in cancer. Specifically, we focus on the signaling pathways associated with carcinogenesis, and the status of circRNA-associated bioinformatics databases. Finally, we explore the potential roles of circRNAs as prognostic biomarkers in cancer.

Keywords: circRNA, cancer, signaling pathway, database, bioinformatics

Introduction

Circular RNAs (circRNAs) are an emerging class of endogenous RNAs abundantly expressed in eukaryotic cells. These molecules are generated from precursor mRNAs through non-canonical splicing and are widely expressed in diverse species. circRNAs include exonic circRNAs, exon-intron circRNAs (EIciRNAs), and circular intronic RNAs (ciRNAs)1,2. circRNAs function mainly as microRNA (miR) sponges and RNA-binding protein (RBP) scaffolds, and they encode novel proteins that regulate gene transcription or protein translation3. Recent studies have indicated that circRNAs are involved in miR inhibition, epithelial-mesenchymal transition (EMT), and tumorigenesis. Furthermore, circRNAs expression can be tissue specific, and evidence indicates that some circRNAs are translated4. In contrast to linear RNAs, circRNAs form a covalently closed loop structure without a 5′ cap or 3′ tail, and have much longer half-lives5,6. Advances in high-throughput sequencing technology and novel bioinformatics algorithms have facilitated the systematic detection of circRNAs, most of which are stable, abundant, and conserved, and show an incredible diversity of tissue-specific expression. Studies have indicated that circRNAs are associated with many clinical characteristics and thus may provide important guidance for the accurate diagnosis and treatment of cancer7.

Signaling pathways play key roles in carcinogenesis. For example, the Wnt pathway is an evolutionarily conserved pathway8,9 that is divided into 3 classes: Wnt/β-catenin signaling, Wnt/planar cell polarity signaling, and Wnt/Ca signaling. Wnt/β-catenin signaling plays critical roles in embryonic development, tissue renewal, and regeneration10, and is significantly correlated with several types of cancers, such as lung cancer11, gastric cancer (GC)12, colorectal cancer (CRC)13, bladder cancer14, glioma15, and chronic lymphocytic leukemia16. Similarly, aberrant activation of the other signaling pathways has been found to significantly correlate with various cancers. Accumulating evidence indicates that circRNAs are associated with various cancer processes, including cancer initiation, progression, and metastasis, via signaling pathways17.

Traditional experimental approaches have been important in exploring the biological functions and characteristics of molecules as well as cancer pathogenesis. However, these methods can be time-consuming and laborious. With the discovery of large numbers of circRNAs, an urgent need exists to use in silico methods to reveal their characteristics, and guide the rational design of expensive and laborious clinical trials2.

In this review, we summarize current understanding of the biological characteristics and functions of circRNAs, with a focus on signaling pathways associated with carcinogenesis. This information should provide insights into potential new targets for the treatment of cancers. Finally, we discuss the current status of circRNA bioinformatics databases, and explore the potential roles of circRNAs as prognostic biomarkers and therapeutic targets in cancer.

RNA circularization and circRNA biogenesis

circRNAs are derived from pre-messenger RNAs (pre-mRNAs) and originate from exons, introns, antisense RNAs, and intergenic regions. Under non-pathological conditions, circRNAs control gene expression by regulating gene transcription, RNA splicing, and scaffold assembly18,19. In addition, some circRNAs encode functional peptides. Four mechanisms of circularization have been confirmed: intron base-pairing-driven circularization (Figure 1A), RBP-driven circularization (Figure 1B), GU/C-rich sequence-driven circularization (Figure 1C), and pre-tRNA-mediated generation of tRNA intronic circular RNA (tricRNA) (Figure 1D)2. Recent studies have revealed that chromosomal translocations lead to the generation of fused circRNA20. The most common types of circRNA are ciRNAs, EIciRNAs, and exonic circRNAs, which account for the largest proportion (85%). EcircRNAs are distributed mainly in the cytoplasm, whereas ciRNAs and EIciRNAs exist mainly in the nucleus21,22.

Figure 1.

Figure 1

Biogenesis, mechanisms, and functions of circRNAs in cancer. (A) Intron base-pairing-driven circularization. (B) RBP-driven circularization. Looping of the introns (containing the splice donor site and splice acceptor site) flanked by exons is required for back-splicing. This looping can be facilitated by base-paring of complementary sequences between inverse-repeat Alu elements (A) or by RBP dimerization (B). RBPs bind intron-flanking introns and promote circularization of the pre-mRNA (or lariat), thus generating circRNAs. (C) GU/C-rich sequence-driven circularization. Pre-mRNAs comprising a 7-nucleotide (nt) GU-rich element and an 11-nt C-rich element consensus motif facilitate the generation of circRNAs. (D) Pre-tRNAs generate tricRNAs. An intron-containing pre-tRNA is cleaved by the tRNA spicing endonuclease (TSEN) complex, thus generating a tricRNA at the bulge-helix-bulge (BHB) motif; the intron termini then ligate and form a tricRNA. (E) circRNAs interact with Pol II, thereby regulating parental gene transcription and splicing. Competition between linear splicing and back-splicing of the pre-mRNA influences the balance between the 2 types of splicing. (F) circRNAs interact with proteins in several ways. circRNAs act as scaffolds that facilitate interactions between enzymes with their substrates. circRNAs can also recruit proteins to specific loci and promote protein assembly. (G) circRNAs function as miR and protein sponges. circRNAs containing miR response elements (MREs) can regulate miR-target mRNA expression through miR sequestration (or “sponging”). A highly expressed circRNA with many MREs is likely to function as an miR sponge and to positively regulate target mRNA translation. circRNAs containing binding motifs for RBPs might sponge these proteins and regulate their functions. (H) m6A and IRES-driven circRNA translation. A subset of circRNAs containing IRES and/or m6A modifications can serve as templates for translation and give rise to circRNA-specific peptides with the ORF crossing the back-splicing junctions. (I) circRNA transport via exosomes. circRNAs can be loaded into exosomes, thereby forming exo-circRNAs, which function as messengers in intercellular communication through the horizontal transfer of their cargo molecules to recipient cells.

In eukaryotes, pre-mRNAs are generally processed to generate linear mRNAs through canonical splicing, whereas circRNAs are formed through alternative “head-to-tail” back-splicing events20, in a process involving the formation of a covalently closed loop through reverse ligation of a downstream-splice donor site to an upstream-splice acceptor site. circRNA circularization is promoted by RBP-mediated bridging of relevant intronic sequences in RNA1,20,22. Studies on circRNA biogenesis have expanded the understanding of the complexity of RNA transcriptional regulation; however, the mechanism of the back-splicing events that generate circRNAs remains to be fully elucidated.

Potential functions of circRNAs in cancer

Interactions with proteins as regulators and scaffolds

Transcription and splicing

Some circRNAs interact with RNA polymerase II (Pol II), and consequently regulate the transcription and splicing of parental genes. In the nucleolus, EIciRNAs and ciRNAs enhance parental gene transcription by interacting with the U1 small nuclear ribonucleoprotein or binding the Pol II promoter5. Similarly, ci-ankrd52 and ci-sirt7 localize to and interact with the elongating Pol II complex. Depletion of these ciRNAs decreases the transcription levels of the ankyrin repeat domain 52 (ANKRD52) or sirtuin 7 (SIRT7) genes23. Circ-DNMT1 promotes the nuclear translation of p53 and acts on AU-rich element RNA-binding protein 1 (AUF1), thereby resulting in cellular autophagy and target Dnmt1 mRNA stability in breast cancer24. Thus, circRNAs compete with spliced pre-mRNAs by triggering transcription, and consequently balance the levels of circRNAs and corresponding mRNAs (Figure 1E).

Protein recruitment and scaffolding

Some circRNAs serve as scaffolds that promote protein recruitment and assembly. A recent report has demonstrated that circndufb2 functions as a scaffold that binds the IGF2BP proteins with TRIM25, a positive regulator of tumor progression and metastasis in non-small cell lung cancer (NSCLC)25. The circRNA FECR1, which is generated from the Friend leukemia virus integration 1 (FLI-1) oncogene, recruits TET1 to the promoter of FLI-1 and promotes breast cancer metastasis26. Some circRNAs also facilitate reaction kinetics by binding enzymes and substrates. Circ-Foxo3 halts cell cycle progression by forming a ternary complex with cyclin-dependent kinase 2 and its inhibitor p2127. Thus, circRNAs can act as scaffolds that mediate complex formation by specific enzymes and substrates involved in carcinogenesis (Figure 1F).

miRs and protein sponges

circRNAs inhibit the functions of miRs by competitive binding or “sponging” through the formation of stable complementary interactions. The circRNA-miR-mRNA axis is also involved in various cancer-associated pathways with both agonistic and antagonistic effects on carcinogenesis. CIRS-7, the first circRNA identified as an miR sponge, inhibits circRNA-7, through more than 70 conventional miR-7 binding sites, and is associated with cancer progression28,29. Moreover, circRUNX1 promotes papillary thyroid cancer (PTC) progression and metastasis by sponging miR-296-3p and regulating DDHD2 expression30. The circRNA UBE2Q2 promotes malignant progression of GC by regulating the miR-370-3p/STAT3 axis31. CircORC5 suppresses GC progression by sponging miR-30c-2-3p and regulating AKT1S132. However, the miR sponge model is becoming increasingly controversial, because most circRNAs do not show strong sponging effects on miR-binding sites33. Furthermore, the circRNA-miR axis regulates the activity of the corresponding linear mRNA. Thus, the mechanisms through which circRNAs act as miR sponges, and consequently regulate gene and protein expression, require further investigation. In another model, the biological function of circRNAs depends on interactions with RBPs, which have various roles in circRNA splicing, processing, folding, stabilization, and localization4,34. RBPs interact with circRNAs and form RNA-protein complexes, which in turn regulate the circularization of circRNAs, such as SCD-circRNA and circPCNX, in cancers35,36. RBPs also interact with circRNAs, and hide or expose certain regions in a process essential for the correct splicing, localization, and translation of cellular components34. Thus, sponging of circRNAs by miRs or proteins is a key mechanism through which circRNAs perform multiple functions in cancer (Figure 1G).

circRNA translation

circRNAs initially lack a 5′-cap and 3′-tail, and are therefore classified as non-coding RNAs; however, a small fraction of circRNAs (< 1%) are translated into functional proteins or micropeptides via one of 2 mechanisms: N6-methyladenosine (m6A)-driven or internal ribosome entry site (IRES)-driven translation. The m6A motif in the 5′-untranslated region (5′-UTR) is a major mechanism3739 (Figure 1H). Yang et al.39 have shown that m6A directly recruits the initiation factor eIF4G2 for formation of the 43S complex, which in turn promotes the initiation of circRNA translation in human cells. IRES elements within the 5′-UTRs of the upstream open reading frames (ORFs) function as RNA regulatory elements that initiate circRNA translation independently of the 5′ cap structure4048. Xia et al.41 have suggested that circ-AKT3 is generated by the circularization of exons 3–7 of AKT3, which contain both an ORF and an IRES sequence, and have speculated that the 5′-UTR of circ-AKT3 is structurally folded into the IRES and encodes the AKT3-174 aa protein. Interestingly, circ-EGFR forms a polymetric novel protein complex known as rolling-translated EGFR48. We believe that this model provides a new understanding of circRNAs that blurs the definition of non-coding RNAs. Thus, circRNA-encoded peptides stand to become a new resource for anti-tumor protein drug screening of early tumor biomarkers, precise therapeutics, and molecules to aid in prognostication.

Exosome-circRNAs (exo-circRNAs) in cancer

Exosomes are small extracellular vesicles (EVs) of endocytic origin that are secreted by most cell types. During carcinogenesis, exosomes function as messengers for intercellular communication. Moreover, circRNAs can be loaded into exosomes, thus forming exo-circRNAs, which communicate with neighboring or distant cells through horizontal transfer of their cargo molecules to recipient cells49 (Figure 1I). Exo-circRNAs influence cancer progression and metastasis by altering biological signaling pathways. A recent report has indicated that circLPAR1 is encapsulated in exosomes and is diminished in CRC tissues. Furthermore, in plasma exosomes, circLPAR1 expression is markedly downregulated in CRC development but recovers after surgery50. Currently, 2 hypotheses may explain the function of exo-circRNAs: cell communication and circRNA clearance51,52. Huang et al.51 have reported that exosomal circRNA-100338 enhances the metastatic ability of hepatocellular carcinoma (HCC) cells by transferring circRNA-100338 encapsulated in EVs to recipients. Alternatively, Lasda and Parker52 have hypothesized that exosomes eliminate endogenous cellular circRNAs via extracellular vesicles, because circRNAs are more enriched than linear forms in EVs. However, Alhasan et al.53 have proposed that circRNA enrichment in exosomes results from the presence of exosomal exonucleases. Regardless of the mechanism, exosomes are readily accessible and protect RNAs from degradation in various human biofluids. Together, these findings implicate exo-circRNAs as valuable biomarkers and therapeutic targets in human diseases.

Multiple signaling pathways of circRNAs in cancers

Multiple signaling pathways are closely associated with carcinogenesis. The complexity of signals and their functional roles are crucial for the development and growth of cancers, as well as other diseases. Signaling pathway dysregulation has been recognized in a variety of human cancers8,5456. In addition, some signaling pathways induce EMT, a crucial driver of cancer progression. During this process, which is considered a trigger of cancer metastasis, epithelial cells lose their polarity and differentiated state, and acquire a mesenchymal-like phenotype. Some circRNAs have been found to act as competing endogenous RNAs (ceRNAs) for miRs involved in EMT signaling pathways, thus leading to tumor progression57, although the underlying mechanisms are uncertain. In this review, we dissect the roles of signaling pathways in malignant carcinomas, focusing on molecular mechanisms and prospects for future intervention (Table 1).

Table 1.

Overview of circRNA functions and mechanisms in multiple signaling pathways

PI3K/AKT/mTOR signaling pathway
Pathway Cancer CircBase name Location Regulation Mechanism Putative function
PI3K/AKT/mTOR CRC circCDYL C Down miR sponge/ceRNA circCDYL/miR-150-5p promotes apoptosis Represses cellular growth and migration
circ_0001313 NI Up circ-0001313/miR-510-5p/AKT2 axis Promotes development and progression of cancer
hsa_circ_002144 C Up hsa_circ_002144/miR-615-5p/LARP1/mTOR axis Promotes growth and metastasis
circIL4R C Up circIL4R/miR-761/TRIM29/PHLPP1 Promotes proliferation and metastasis
GC circNRIP1 C Up circNRIP1/miR-149-5p/AKT1/mTOR Promotes GC proliferation, migration, and invasion
Glioma circ_0014359 C Up circ_0014359/miR-153/PI3K Promotes glioma progression
NSCLC circFGFR3 NI Up circFGFR3/miR-22-3p/Galectin-1-AKT/ERK1/2 signaling Galectin-1-AKT/ERK1/2 signaling
HCC circRNA-100338 C Up circRNA-100338/miR-141-3p/RHEB/mTOR Poor prognosis
Ovarian cancer circPLEKHM3 C Down circPLEKHM3/miR-9/BRCA1/DNAJB6/KLF4/AKT1 axis Inhibits cell growth, migration, and EMT
Breast cancer circKDM4B C Down circKDM4B/miR-675/NEDD4L Inhibits cell angiogenesis and tumor metastasis
PTC circ_0067934 NI Up circ_0067934/miR-1301-3p/PI3K/AKT signaling pathway Promotes cancer progression
Pancreatic cancer circ-ANAPC7 C Down circ-ANAPC7/miR-373/PHLPP2 Inhibits muscle wasting and cancer cachexia
CRC circ_LNLM C Up Scaffold/binding with AKT Blocks ubiquitination of AKT Promotes the early metastasis especially for lymph node-negative CRC patients with synchronous liver metastasis
OSCC circ_0007059 NI Down Epigenetic modification AKT/mTOR signaling pathway Suppresses cell growth, migration, and invasion; facilitates apoptosis
Glioblastoma circ-AKT3 C Down Translation AKT3-174 aa competitively interacts with phosphorylated PDK1 Inhibits glioblastoma tumorigenicity
Wnt/β-catenin signaling pathway
Pathway Cancer CircBase name Location Regulation Mechanism Putative function
Wnt/β-catenin CRC hsa_circ_0000523 NI Down miR sponge/ceRNA hsa_circ_0000523Wnt/β-catenin Inhibits cancer progression
hsa_circ_0009361 C Down hsa_circ_0009361/miR-582/APC2 network Induces cancer progression and EMT
circRNA_100290 NI Up circRNA_100290/miR-516b/FZD4/Wnt/β-catenin Oncogenic function
DLBL circEAF2 NI Up miR-BART19-3p/APC/β-catenin axis Oncogenic function
EC hsa_circ_0002577 NI Up miR-197/CTNND1 axis, Wnt/β-catenin pathway Oncogenic function
Glioma hsa_circ_0000177 NI Up hsa_circ_0000177/miR-638/FZD7-Wnt Promotes cancer proliferation and invasion
Bladder cancer circPRMT5 C Up circPRMT5/miR-30c/Snail/E-cadherin EMT and cancer metastasis
Lung cancer circ_0007059 NI Down circ_0007059/miR-378/Wnt/β-catenin Inhibits progression and EMT process
GC circAXIN1 C Up Translation Competitively interacts with APC AXIN1-295 aa promotes GC progression
TNBC circ-EIF6 C Up circ-EIF6/EIF6-224 aa/MYH9/Wnt/β-catenin Promotes TNBC progression
Liver cancer circβ-catenin C Up Stabilizes full-length β-catenin by antagonizing degradation Promotes liver cancer cell growth
Colon cancer circFNDC3B C Down circFNDC3B-218 aa/Snail/FBP1 Inhibits cell proliferation, invasion, migration, and EMT
RCC circESRP1 C Down Feedback loop circESRP1/miR-3942/CTCF/c-Myc/EMT Inhibits cell proliferation and EMT
HCC circ-ZNF652 C Up circ-ZNF652/miR-203/Snail feedback loop EMT and cancer metastasis
circ-ZNF652/miR-502-5p/Snail feedback loop EMT and carcinoma metastasis
PTC circRNA_102171 N Up TF Modulates CTNNBIP1-dependent activation of the β-catenin pathway Promotes PTC progression
LSCC circMTCL1 C Up Inhibits C1QBP ubiquitin degradation Promotes progression
Notch and Hippo signaling pathways
Pathway Cancer CircBase name Location Regulation Mechanism Putative function
Notch Glioma circNFIX NI Up miR sponge/ceRNA circNFIX/miR-34a-5p/NOTCH1 pathway Oncogenic function
LADC circ-MTO1 NI Down circ-MTO1/miR-17/QKI-5 feedback loop Negatively regulates LUAD
Breast cancer circFAT1 NI Up circFAT1/miR-525-5p/spindle Promotes cancer cell metastasis
PDAC circ-ASH2L C Up circ-ASH2L/miR-34a Oncogenic function
CRC circAPLP2 NI Up circAPLP2/miR-101-3p inhibits apoptosis Promotes proliferation and metastasis
T-ALL circPVT1 NI Up circPVT1/miR-30e/DLL4 Promotes cell proliferation
RCC circPDK1 C Up circPDK1/miR-377-3P-NOTCH1 Promotes RCC cell migration and invasion
Hippo GC circRNA-000425 NI Down miR sponge/ceRNA YAP1/circRNA-000425/miR-17 and miR-106 Inhibits cancer cell growth
HCC circ_104075 NI Up circ_104075/miR-582-3p/YAP1 Oncogenic function
Osteosarcoma circPIP5K1A NI Up circPIP5K1A/miR-515-5p/YAP axis Promotes cancer cell invasion and migration, and cancer stemness
ICC circACTN4 N and C Up circACTN4/miR-424-5p/YBX1/FZD7 Promotes tumor progression
CRC circ-LECRC C Down Feedback loop circ-LECRC/miR-135b-5p/KLF4; suppresses activation of YAP signaling Inhibits tumor growth
Colon cancer circPPP1R12A C Up Translation circPPP1R12A-73 aa/Hippo-YAP Promotes tumor pathogenesis and metastasis
CRC circ1662 C Up Nuclear accumulation Promotes YAP1 nuclear accumulation and regulates smad3 Promotes CRC cell invasion and migration
Breast cancer circYap NI Down circYap/eIF4G/PABP; negatively regulates YAP translation Inhibits tumor growth
p53/Bcl2 signaling pathway
Pathway Cancer CircBase name Location Regulation Mechanism Putative function
p53/Bcl2 NSLC circVANGL1 NI Up miR sponge/ceRNA circVANGL1/miR-195/Bcl-2 axis Inhibits proliferation and induced apoptosis
HCC circ-BIRC6 C Up circ-BIRC6/miR-3918/Bcl2 axis Oncogenic function
CRC circ_0021977 NI Down circ_0021977/miR-10b-5p/p21/p53 axis Suppresses cancer proliferation, migration, and invasion
HNSCC circPVT1 NI Up circPVT1/miR-497-5p/mut-p53/YAP/TEAD complex Oncogenic function
NSCLC hsa_circ_0002874 NI Up hsa_circ_0002874/miR-1273f/MDM2/p53 Promotes resistance of NSCLC
GC hsa_circ_006100 NI Up hsa_circ_006100/miR-195/GPRC5A/Bcl-2 axis Oncogenic function
Osteosarcoma circ_0001785 NI Up circ_0001785/miR-1200/HOXB2/Bcl-2 family Oncogenic function
OSCC hsa_circ_0055538 NI Down Apoptosis p53/Bcl-2/caspase signaling pathway Inhibits tumor growth
Osteosarcoma circ_0007534 NI Up Bcl-2/caspase-3, AKT/GSK-3β pathway Regulates cancer growth and apoptosis
CRC circZNF609 C Down circZNF609/p53 Promotes cancer apoptosis
Glioma circCHAF1A NI Up Feedback loop circCHAF1A/miR-211-5p/HOXC8/MDM2-p53 Facilitates glioma proliferation and tumorigenesis
CDR1as N Down Disruption of the p53/MDM2 complex CDR1as directly interacts with p53 Inhibits gliomagenesis
Breast cancer circ-Ccnb1 NI Down mut-p53 circ-Ccnb1/H2AX/Bclaf1 complex inhibits mut-p53 Inhibits breast cancer progression
circ-DNMT1 NI Up p53 nuclear translocation Binding to p53 promotes nuclear translocation of both p53 and AUF1 Enhances breast cancer progression
TGF-β/Smad signaling pathway inducing EMT
Pathway Cancer CircBase name Location Regulation Mechanism Putative function
TGF-β/Smad Bladder cancer circRIP2 C Down miR sponge/ceRNA circRIP2/miR-1305/TGF-β2/smad3 EMT and cancer progression
NSCLC circPTK2 C Down circPTK2/miR-429/miR-200b-3p/TGF-β/Smad Inhibits EMT and metastasis
OSCC circANKS1B C Up circANKS1B/miR-515-5p Affects metastatic potential, EMT, and cisplatin resistance
TNBC circANKS1B C Up circANKS1B/miR-148a-3p and miR-152-3pUSF1/TGF-β1/Smad EMT and metastasis
ESCC circ-DOCK5 C Down Feedback loop ZEB1/circ-DOCK5/miR-627-3p/TGF-β/Smad EMT and metastasis
OSCC circUHRF1 C Up circUHRF1/miR-526b-5p/c-Myc/TGF-β1/ESRP1 feedback loop Accelerates EMT and tumorigenesis
CRC circPTEN1 C and N Down Decreases nuclear translocation of Smad complexes Suppresses cancer progression and EMT

C, cytoplasm; N, nucleus; NI, not investigated.

circRNAs and the PI3K/AKT/mTOR signaling pathway

The PI3K/AKT/mTOR signaling pathway is highly activated in various cancers, and is mediated by upstream oncoproteins receptor tyrosine kinases, RAS oncogenes, or G-protein-coupled receptors (Figure 2). Dysregulation of the PI3K/AKT/mTOR signaling pathway is associated with tumorigenesis. Therefore, studies of the interactions between circRNAs and the PI3K/AKT signaling pathway have become a major research focus58,59. circRNAs commonly act as ceRNAs for miRs in tumor progression. On the basis of the ceRNA mechanism, downstream pathways are activated or repressed by sponging miRs. In CRC, for example, circCDYL58, circ_000131359, hsa_circRNA_00214460, and circIL4R61 regulate the PI3K/AKT signaling pathway via the ceRNA mechanism, thereby promoting or inhibiting tumor progression. CircNRIP1 serves as an miR-149-5p sponge that promotes GC progression via the AKT1/mTOR pathway62. In NSCLC, circFGFR3 regulates both the AKT and ERK1/2 signaling pathways by sponging miR-22-3p63. Elevated circRNA-100338 activates the mTOR signaling pathway in HCC via the circRNA-100338/miR-141-3p/RHEB axis and is associated with poor prognosis in patients with hepatitis B-associated HCC64. Shi et al.65 have indicated that circ_0014359 sponges miR-153, and consequently regulates p-AKTser473 expression and accelerates glioma progression. CircPLEKHM366 and circKDM4B67 also sponge miRs, thus promoting or inhibiting the AKT signaling pathway in ovarian cancer and breast cancer, respectively. Moreover, circRNAs have been found to modulate tumor progression via epigenetic modification events. For example, circ-0124554 (circ-LNLM) promotes CRC hepatic metastasis by blocking AKT ubiquitination68. In addition, circ_0067934 and circ_0007059 influence malignant cell behavior by phosphorylating AKT/mTOR in oral squamous cell carcinoma (OSCC) and thyroid carcinoma, respectively69,70. A recent study has indicated that circ-ANAPC7 regulates the CREB-miR-373-PHLPP2 feed-forward loop via the PHLPP2-AKT-TGF-β signaling axis, thus inhibiting tumor growth and muscle wasting in pancreatic cancer71. Interestingly, circRNAs encoding a novel protein have been found to affect tumor development via the PI3K/AKT/mTOR signaling pathway. For instance, a tumor suppressor protein encoded by circ-AKT3 RNA inhibits glioblastoma tumorigenicity by competing with active phosphoinositide-dependent kinase-141. These findings indicate that circRNAs not only function as oncogenic promoters but also participate in protein modification.

Figure 2.

Figure 2

The molecular roles of circRNAs in the PI3K/AKT/mTOR signaling pathway. The PI3K/AKT/mTOR pathway is the most commonly activated pathway in human cancers. Receptor tyrosine kinase activation and tyrosine phosphorylation of its cytosolic domain or its scaffolding adaptors create binding sites that recruit the lipid kinase PI3K—a regulator of signaling and intracellular vesicular trafficking and cellular processes such as proliferation, survival, and protein synthesis—to the plasma membrane. circRNAs commonly act as ceRNAs of miRs in tumor progression, thus inhibiting the functions of miRs. Nine upregulated and 6 downregulated circRNAs are indicated; 12 circRNAs regulate the PI3K/AKT/mTOR pathway through ceRNA effects. Red: upregulated circRNAs; blue: downregulated circRNAs.

circRNAs and the Wnt signaling pathway

The activity of the canonical Wnt signaling pathway is positively associated with carcinogenesis. In brief, β-catenin, axin, glycogen synthase kinase-3 (GSK-3), adenomatous polyposis coli (APC), and casein kinase 1 form a destruction complex that initially phosphorylates and subsequently ubiquitinates β-catenin in the cytoplasm (Figure 3). The formation of this complex is blocked by the presence of Wnt ligands. Consequently, the main protein β-catenin is transferred from the extracellular environment to the nucleus, where it activates Wnt-targeted downstream proteins7274. On the basis of the ceRNA mechanism, downstream pathways are activated or repressed by sponging of miRs7577. In the cytoplasm, circRNAs affect Wnt activation by interacting with proteins within the destruction complex. APC, a key protein in the destruction complex, negatively regulates the Wnt/β-catenin signaling pathway. Geng et al.72 have revealed the tumor suppressive function of hsa_circ_0009361 as well as its ability to sponge miR-582 and consequently increase the expression of APC2, which in turn affects Wnt/β-catenin signaling in CRC. In the Wnt signaling pathway, Wnt ligands bind Frizzled (FZD) receptors, the lipoprotein-related protein (LRP) or the Wnt antagonist Dickkopf-1 (Dkk1) at the cell surface, thus activating or suppressing downstream pathways78. DKK1 specifically binds LRP5/6, thereby interfering with formation of the Wnt-LRP5/6-FZD complex and inhibiting the downstream Wnt signaling pathway. In CRC and glioma, circ_100290, hsa_circ_0000177, and hsa_circ_0000523 regulate these surface proteins and are involved in the Wnt pathway13,15,79.

Figure 3.

Figure 3

Molecular roles of circRNAs in the Wnt/β-catenin signaling pathway. The Wnt pathway is critical for various cellular functions, such as ensuring cell polarity, movement, and proliferation; this pathway is also often involved in cancer progression. A destruction complex initially phosphorylates and then ubiquitinates β-catenin in the cytoplasm, and subsequently inhibits Wnt signaling. circRNAs regulate the β-catenin destruction complex, thereby activating or suppressing the nuclear downstream targets of Wnt signaling. circRNA competition with the endogenous RNAs (ceRNAs) of miRs is their main mechanism of regulating the Wnt signaling pathway. The IRES-driven translation of novel proteins from circRNAs is another crucial mechanism of circRNAs in Wnt signaling. Eleven upregulated and 5 downregulated circRNAs are shown; 8 of these circRNAs regulate the Wnt pathway through ceRNA effects. Red: upregulated circRNAs; blue: downregulated circRNAs; β-cat: β-catenin.

When β-catenin enters the nucleus, some circRNAs interact with the genes downstream of the Wnt pathway. CircMTCL1 promotes advanced laryngeal squamous cell carcinoma progression by inhibiting C1QBP ubiquitin degradation and mediating β-catenin accumulation in the cytoplasm and nucleus80. In endometrial carcinoma, the hsa_circ_0002577/miR-197/CTNND1 axis affects the expression of β-catenin, cyclin D1, and c-Myc, thus activating the Wnt signaling pathway81. In PTC, Bi et al.82 have demonstrated that circRNA_102171 interacts with CTNNBIP1 and subsequently blocks its interaction with the β-catenin/TCF3/TCF4/LEF1 complex, thus activating the Wnt/β-catenin signaling pathway. Some circRNAs encode novel proteins that affect the Wnt pathway12,74,83,84. Our group has demonstrated that the AXIN1-295 aa protein encoded by circAXIN1 competitively interacts with APC, thus leading to dysfunction of the “destruction complex” in GC12. In HCC, circβ-catenin encodes a novel protein, circβ-catenin-370 aa, which stabilizes β-catenin and leads to activation of the Wnt signaling pathway74. Moreover, hsa_circ_0007059 appears to hinder the interaction between Wnt3a and β-catenin, and consequently inhibit EMT in lung cancer85. circRNAs have also been shown to form a feedback loop that regulates cancer development. Guo et al.76 have reported that circ-ZNF652 interacts with miR-203 and miR-502-5p, which target Snail, thus promoting metastasis in HCC. In turn, Snail upregulation increases circ-ZNF652 expression by binding its promoter, thereby forming a positive feedback loop in HCC. CircESRP forms a positive feedback loop regulating cancer progression via EMT86. Thus, studies have confirmed the critical roles of circRNAs in the circRNA/Wnt/β-catenin signaling pathway; if these findings are further validated, they may have potential novel therapeutic applications for cancer.

circRNAs and the Notch and Hippo signaling pathways

The Notch signaling pathway is responsible for neurogenesis, angiogenesis, and overall cell survival and proliferation. Notch receptors (NOTCH1, NOTCH2, NOTCH3, and NOTCH4) are transmembrane proteins that bind specific ligands, thus resulting in the activation of a series of biochemical events (Figure 4)87. circRNAs in Notch signaling generally serve as ceRNAs that sponge miRs, and activate pathways through directly affecting receptors and/or its ligands8894. Abnormal Notch signaling is usually associated with genetic mutations of crucial factors, particularly NOTCH1. Xu et al.88 have found that circNFIX sponges miR-34a-5p and targets NOTCH1, thereby activating the Notch signaling pathway in glioma. Circ-MTO1 has also been identified as a tumor suppressor that functions as part of the circ-MTO1/miR-17/QKI-5 feedback loop in inhibiting lung adenocarcinoma progression by inactivating the Notch signaling pathway89. Circ-ASH2L promotes tumor progression by sponging miR-34a and consequently regulating Notch1 in pancreatic ductal adenocarcinoma91. On the basis of these findings, circRNAs involved in Notch signaling have been implicated as a novel strategy to prevent cancer progression.

Figure 4.

Figure 4

The molecular roles of circRNAs in the Notch signaling pathway. The Notch pathway is responsible for neurogenesis, angiogenesis, and cell proliferation, and it directly couples events at the cell membrane with the regulation of transcription. Notch receptors bind specific ligands, thus resulting in sequential cleavage of the Notch receptor and the release of the Notch intracellular domain (NICD) into the signal-receiving cell. The NICD containing the nuclear localization sequence translocates to the nucleus. The NICD interacts with the CBF-1/Su(H)/LAG1 (CSL) transcription factor and subsequently induces the recruitment of the transcriptional co-activator (Co-A) Mastermind-like (MAML) and other transcriptional Co-As. All 4 receptors (Notch1–4) mediate canonical signaling by activating CSL-dependent transcription and are involved in cancers. Six upregulated and one downregulated circRNAs are shown; 7 circRNAs regulate the Notch pathway through ceRNA effects. Red: upregulated circRNAs; blue: downregulated circRNAs.

The Hippo signaling pathway comprises several tumor-suppressors and oncogenes. When the Hippo signaling pathway is inactivated, the Yes-associated protein (YAP) and PDZ-binding motif are activated and translocate into the nucleus, where they promote cell proliferation9597 (Figure 5). Various studies have shown the involvement of circRNAs in the Hippo signaling pathway, with dominant mechanisms including ceRNA competition98100, novel protein translation96, a feedback loop101, and nuclear accumulation of YAP102. YAP derived circ-LECRC functions as a “brake signal” that suppresses hyperactivation of oncogenic YAP signaling in CRC101. Louis and Coulouarn54 have found that circACTN4 upregulates YAP1 expression by sponging miR-424-5p, and recruits Y-box binding protein 1 (YBX1), thus initiating FZD7 transcription and promoting intrahepatic cholangiocarcinoma progression. Wu et al.95 have reported that circYap halts the initiation of Yap translation in breast cancer cells by binding Yap mRNA, eIF4G, and PABP. CircPPP1R12A encodes a novel peptide, circPPP1R12A-73 aa, that promotes CRC progression by activating the Hippo-YAP signaling pathway96. In GC, Liu et al.98 have shown that YAP1 inhibits circRNA-000425 transcription, thereby promoting the oncogenic function of miR-17 and miR-106. Overall, this evidence suggests that circRNAs play roles in the function of the Hippo/YAP pathway function by acting as miR sponges or interacting with proteins, thus further influencing tumor-associated signaling pathways.

Figure 5.

Figure 5

Molecular roles of circRNAs in the Hippo signaling pathway. The Hippo pathway is an evolutionarily conserved signaling pathway with key roles in various diseases, most notably cancer. The Hippo kinase cascade converges on its nuclear effector YAP/TAZ and regulates gene expression programs. YAP/TAZ phosphorylation by Hippo signaling inactivates YAP/TAZ transcriptional coactivators by excluding them from the nucleus and promotes YAP/TAZ degradation. When Hippo signaling is low, YAP/TAZ enters the nucleus, where it drives gene expression. Five upregulated and 3 downregulated circRNAs are indicated; 4 circRNAs regulate the Hippo pathway through ceRNA effects. Red: upregulated circRNAs; blue: downregulated circRNAs.

circRNAs and the p53/Bcl-2 signaling pathway

Tumor protein 53 (p53) participates in regulating the cell cycle and apoptosis through various pathways (Figure 6). In addition, the p53 signaling pathway is regulated by circRNAs, such as circVANGL1, circ-BRIC6, circ_0021977, circPVT1, hsa_circ_0002874, hsa_circ_006100, and circ-0001785, via the ceRNA mechanism103109. Wild type p53 protein (wt-p53) is a homo-tetrameric transcription factor that serves as a tumor suppressor regulating the transcription of downstream target genes110112. Mutant p53 (mut-p53) loses its tumor suppressive functions and gains tumor-promoting activities, known as gain-of-function (GOF) activities. Efficient mut-p53 GOF activity requires high mut-p53 protein expression levels in cancer cells. The formation of a hetero-tetrameric mut-p53/wt-p53 complex inhibits the tumor suppression function of the remaining wt-p53, thus leading to tumor cell proliferation, survival, migration, and invasion. Interestingly, crosstalk between mut-p53 and circRNA has been reported113. For example, circPVT1106 and circ-Ccnb1114 are activated by mut-p53. In a cohort of 115 patients with head and neck squamous cell carcinoma (HNSCC), circPVT1 and mut-p53 have been found to be over-expressed in tumor tissues compared with normal tissues. Mechanistically, the mut-p53/YAP/TEAD complex has been proposed to enhance circPVT1 transcription106. In breast cancer cells, wt-p53 enhances circ-Ccnb1 expression, whereas wt-p53 repression or mut-p53 expression suppresses circ-Ccnb1 expression. Circ-Ccnb1 dissociates the CyclinB1/Cdk1 mitotic complex, thereby suppressing cell invasion and tumorigenesis114. Mechanistically, a direct interaction between p53 and circRNAs has been speculated to prevent the destruction of p53, and this interaction may inhibit ubiquitination by E3 ubiquitin ligases (such as MDM2) and subsequent degradation of p53113. Binding of the circRNA CDR1as to p53 disrupts the p53/MDM2 complex, thus leading to p53 stabilization in glioblastoma110. In contrast, binding of circ-DNMT1 to p53 promotes the nuclear translocation of both p53 and AUF1, which in turn upregulates DNMT1 expression and leads to the inhibition of p53 expression in breast cancer24. circRNAs also affect Bcl-2, a downstream target of p53, and consequently mediate apoptosis in NSCLC, HCC CRC, and GC cancer cells103105, 108,115. Moreover, hsacirc_0055538, circ_0001785, and circ_0007534 regulate the Bcl-2/caspase axis, and consequently induce or inhibit apoptosis in OSCC and osteosarcoma109,112,116. Notably, the formation of feedback loops is a novel mechanism of regulation in the p53 signaling pathway. In glioma, the FMR1/circCHAF1A/miR-211-5p/HOXC8 feedback loop regulates proliferation and tumorigenesis via MDM2-dependent p53 signaling117. Carcinogenesis is most frequently driven by p53 mutations or inactivation, whereas p53/MDM2 complex formation controls p53 stability. Therefore, p53 has become one of most attractive therapeutic targets in cancer.

Figure 6.

Figure 6

The molecular roles of circRNAs in the p53/Bcl-2 signaling pathway. p53 is a common tumor suppressor gene that regulates the cell cycle and apoptosis through various pathways. A direct interaction between p53 and circRNAs preserves p53 by preventing its ubiquitination by E3 ubiquitin ligases (such as MDM2). circRNAs also affect the downstream targets of p53, such as Bcl-2 or Bcl-2/caspase, which mediates apoptosis and is involved in tumor development. Nine upregulated and 5 downregulated circRNAs are indicated; 7 circRNAs regulate the p53/Bcl-2 signaling pathway through ceRNA effects. Red: upregulated circRNAs; blue: downregulated circRNAs.

circRNAs and the TGF-β/Smad signaling pathway inducing EMT

TGF-β1 canonical signaling is activated through receptor-regulated Smad (R-Smad), which elicits transcriptional responses by binding Smad binding elements in cell nuclei, thus repressing epithelial gene expression118. TGF-β1-induced EMT is an initiating and sustained step that plays a central role in cancer metastasis (Figure 7). circRNAs are also involved in the mechanism through which the TGF-β/Smad pathway positively regulates the growth and metastasis of various cancers. Wang et al.119 have demonstrated that circPTK2 is significantly downregulated in NSCLC cells and negatively correlates with TGF-β-induced EMT. In triple negative breast cancer (TNBC), circANKS1B interacts with miR-148a-3p and miR-152-3p, thus increasing the expression of upstream transcription factor 1 (USF1), which then binds TGF-β1120. Both circPTK2 and circANKS1B promote or suppress EMT in carcinogenesis via the ceRNA mechanism. CeRNA mechanism also applies to the function of circRIP2121 in bladder cancer and circANKS1B122 in OSCC. CircPTEN1 binds the MH2 domain of Smad4, disrupts its interaction with Smad2/3, and consequently suppresses the expression of its downstream genes associated with TGF-β-induced EMT123. In addition, the TGF-β/Smad signaling pathway has been found to be regulated by feedback loops formed by circRNAs such as circ-DOCK5124 and circUHRF1125.

Figure 7.

Figure 7

Molecular roles of circRNAs in the TGF-β/Smad signaling pathway. TGF-β signaling occurs via membrane-bound heteromeric serine-threonine kinase receptor complexes that are activated by TGF-β ligands and the subsequent phosphorylation of Smad family members. Smad members accumulate in the nucleus and act as transcription factors regulating target gene expression. Activation of canonical TGF-β signaling represses epithelial gene expression, and the resulting TGF-β-induced EMT has a central role in cancer metastasis. Three upregulated and 4 downregulated circRNAs are indicated; 4 circRNAs regulate the TGF-β/Smad pathway through ceRNA effects. Red: upregulated circRNAs; blue: downregulated circRNAs.

Herein, we have focused on the canonical pathway associated with tumorigenesis and cancer progression. However, circRNAs also interact with other signaling pathways, such as the MAPK and JAK/STAT pathways in carcinogenesis126. Any aberrant interplay between such pathways can lead to breakthroughs in cancer progression. Together, these findings indicate that circRNAs have crucial roles in modulating the hallmarks of cancer cells.

The landscape of circRNA databases

Initially, RNA-seq algorithms were inefficient in distinguishing back-splicing junctions from the corresponding circular structures. However, advances in high-throughput RNA sequencing have led to the rapid establishment of circRNA databases. These databases facilitate in-depth research to elucidate the biological functions of circRNAs as well as the underlying mechanisms. Increasing data resources specifically designed for circRNAs are now emerging. In this section, we discuss these databases and tools, which are classified into 3 groups: circRNA annotation databases, functional analysis databases, and human disease databases (Table 2).

Table 2.

Content and web addresses of various circRNA databases

Database Short description URL
Annotation information circBank Novel circRNA nomenclature system http://www.circbank.cn
circBase circRNAs in humans, mice, C. elegans, and D. melanogaster http://www.circbase.org/
circAtlas circRNAs in humans, macaques, mice, rats, pigs, chickens, and dogs http://circatlas.biols.ac.cn/
CIRCpedia V2 circRNAs in humans, mice, rats, zebrafish, flies, and worms http://www.picb.ac.cn/rnomics/circpedia/
deepBase v2.0 circRNAs across 19 species http://biocenter.sysu.edu.cn/deepBase/
Function analysis tool CircFunBase circRNA-miRNA interaction networks http://bis.zju.edu.cn/CircFunBase/
circlncRNAnet Coding-non-coding-expression network; RBP interactome http://app.cgu.edu.tw/circlnc/
Circlnteractome Potential IRE, RBP, and miRNA binding sites on circRNAs https://circinteractome.nia.nih.gov/
TRcirc Transcription factors; methylation levels; H3K27ac signals; super-enhancers http://www.licpathway.net/TRCirc/view/index
circRNADb Protein-coding potential; relevant mass spectrometry information http://reprod.njmu.edu.cn/cgi-bin/circrnadb/circRNADb.php
CircCode Identification of circRNA coding ability https://github.com/PSSUN/CircCode
CircPro Identification of circRNA coding ability http://bis.zju.edu.cn/CircPro
CircNet circRNA expression profiles, circRNA-miRNA sponge regulatory network http://circnet.mbc.nctu.edu.tw/
exoRBase circRNA/lncRNA/mRNA in exosomes http://www.exoRBase.org/
Human diseases TSCD Tissue-specific circRNAs in human and mouse tissues http://gb.whu.edu.cn/TSCD
circRNA-disease circRNA-disease association; circRNA expression profile http://cgga.org.cn:9091/circRNADisease/
CircR2 Disease Functions and molecular mechanisms of circRNAs in diseases http://bioinformatics.zju.edu.cn/Circ2Disease/index.html
CSCD Cancer-specific circRNAs; ORFs; RBP-binding sites; miRNA target sites http://gb.whu.edu.cn/CSCD
MiOncoCirc circRNAs from clinical cancer samples https://mioncocirc.github.io/
Circ2Traits miRNA-circRNA-mRNA interaction networks with disease http://gyanxet-beta.com/circdb/
Circ2Disease Manually curated database of experimentally validated circRNAs in human disease http://bioinformatics.zju.edu.cn/Circ2Disease/index.html
Circad Comprehensive manually curated resource of circular RNA associated with diseases http://clingen.igib.res.in/circad/

Annotation databases

CircBank127, CircBase128, CircAtlas129, CIRCpedia v2130, and deepBase v2.0131 consolidate published circRNA articles and integrated RNA sequencing data. These tools provide comprehensive annotation information of circRNAs across species, including circRNA ID, genomic length, transcripts, genomic symbol, and relevant annotation. CircBank127 also collects data on circRNA conservation, circRNA protein-coding potential, m6A modification, miR-binding sites, and circRNA mutations. Furthermore, CircBank has established a novel nomenclature system based on the host gene name, start position, and end position. This system is based on the different search criteria used to obtain functional information for circRNAs. CircAtlas provides information on circRNA-miR interactions or circRNA-RBP interactions in 7 vertebrate species (humans, macaques, mice, rats, pigs, chickens, and dogs). CIRCpedia v2 provides circRNA annotations and expression features in various cell types and tissues related to 6 species130.

Functional analyses databases

Evidence suggests that circRNAs play critical regulatory roles at the transcriptional and post-transcriptional levels by acting as miR/protein sponges, RBP-binding molecules, regulators of transcription, templates for translation, and components of exosomes132. Although most of their functional patterns remain undocumented, many databases that collect experimentally supported or putative circRNA-associated interactions are publicly available. CircFunBase is a web-accessible database providing a convenient visualized representation of circRNA-associated miRs/RBP interaction networks133 in the context of the genome. CirclncRNAnet is an integrated web-based resource that maps functional networks of long non-coding RNAs (lncRNAs) on the basis of uploaded NGS-based matrix data134. CircInteractome is a comprehensive knowledgebase that can be used to predict the potential RBP-binding sites of circRNAs, identify potential IRESs, and design siRNAs and primers135. CircInteractome predicts circRNA-RBP interactions on the basis of CLIP-seq data from starBase v2.0, whereas CircFunBase uses the RBP-circRNA interactions predicted directly by CircInteractome. TRCirc provides transcriptional regulatory information on circRNAs, including expression and methylation levels, H3K27ac signals in regulatory regions, and super-enhancers associated with circRNAs136. Although circRNAs were once classified as non-coding RNAs, the potential for circRNA translation is becoming increasingly clear. As such, circRNADb focuses on protein-coding annotations and provides genomic information, mass spectrometry evidence, and putative IRES and ORF sites137. CircCode is a Python 3-based framework that can be used to investigate the translational potential of circRNAs in humans and Arabidopsis thaliana138. CircPro can be used to predict the protein-coding potential of circRNAs and identify junction reads according to Ribo-seq data. CircNet provides information such as circRNA expression profiles, circRNA-miR sponge regulatory networks, and circRNA-gene-miR regulatory networks139. In addition, circRNAs may play roles in paracrine or endocrine regulation via exosomes140. ExoRBase contains details on circRNAs in human blood exosomes, and contributes to the study of exo-circRNAs and diseases141.

Databases associated with human diseases

The application of databases for use in bioinformatics methods is important in identifying novel circRNA-disease associations. The systematic collection and management of circRNA-disease association data are critical for exploration of the clinical importance of circRNAs. The tissue-specific circRNA database (TSCD) contains information relating to the systematic analysis of tissue-specific circRNAs, and can be used to identify novel biomarkers of organogenesis and disease development142. The circR2Disease database provides a platform to investigate the pathological mechanisms of disease-associated circRNAs identified experimentally143. The cancer-specific circRNA database (CSCD) was constructed from RNA-seq datasets from tumor and normal tissue samples to serve as a resource for functional studies of cancer-specific circRNAs144. This database can be used to identify potential functions and predict candidate circRNAs with the potential for translation via metal responsive elements (MREs), RBPs, and ORFs. The MiOncoCirc database, which was established on the basis of exosome capture sequencing of clinical human cancer samples, provides comprehensive data including circRNAs from metastases, primary tumors, and very rare cancer types145. Circ2Traits focuses on the construction of circRNA-miR-mRNA networks, and is used to infer interactions between circRNAs and disease-associated miRs146. Circ2Disease contains 725 experimentally supported associations between 100 diseases and 661 circRNAs147. The Circad database is a collection of experimentally confirmed associations between circRNAs and diseases148. In addition, it contains circRNA annotation details, including the name, genome locus, and associated disease.

The rapid development of computational algorithms has facilitated the construction of novel computational models for the prediction of circRNA-disease associations, which can aid in the diagnosis and treatment of diseases2. For example, Locality-Constrained Linear Coding can be used to predict circRNAs associated with human diseases by integrating known circRNA-disease association, circRNA semantic similarity network, disease semantic similarity network, reconstructed circRNA similarity network, and reconstructed disease similarity network data149. Identification of circRNAs associated with diseases can contribute to a better understanding of the pathogenesis, diagnosis, and treatment of diseases.

Conclusions and perspectives

In this review, we outlined current knowledge regarding the key roles of circRNAs in tumorigenesis. Complex circRNA regulatory networks have important implications in tumorigenesis and progression, as well as the development of novel treatments. circRNAs are enriched in the PI3K/AKT/mTOR, Wnt/β-catenin, Notch, Hippo, p53/Bcl-2, and TGF-β/Smad signaling pathways, and are abnormally expressed in different tumor types. Moreover, the interactions between circRNAs and signaling pathways show great potential for identifying novel therapeutic targets and diagnostic biomarkers17,150. Treatments based on nucleic acids represent a major breakthrough in the pharmaceutical field. Indeed, exogenous circRNAs can be used as miR sponges to prevent or enhance target mRNA expression, through placement of a series of MREs after a reporter gene. In addition, circular carriers have specialized secondary structures that form more durable and stable miR sponges than their linear counterparts. Furthermore, recent studies have shown that exogenous circRNAs promote therapeutic effects by activating the immune system151,152.

Collective biomedical databases and tools have been developed for deciphering circRNA-associated activities and their underlying mechanisms. Therefore, we focused on the circRNA-associated databases in this review. Each of these resources has unique aspects and strengths. However, the reliability and accuracy of their sources must be considered, given the variations in some results, possibly because of differences in experimental results, sample specificity, and the diversity of sequencing methods used to obtain the data. In addition, clear differences in sensitivity and precision exist among the various algorithms used in the different databases. Therefore, unified standards should be established to compensate for such differences and address these deficiencies. In addition, rapid advances in computational prediction algorithms have led to the generation of many computational models, such as scoring function-based models, which have been developed for the prediction of potential non-coding RNA-disease associations. Consequently, thousands of non-coding RNA-disease associations with non-coding RNAs, including circRNAs, lncRNAs, and miRs, have now been identified in eukaryotic organisms149,153,154. For example, Chen et al.155 have recently published the Neighborhood Constraint Matrix Completion for miR–Disease Association prediction model to predict potential miR–disease associations. According to Chen et al.153, analysis of available lncRNA–disease associations and prediction of potential human lncRNA–disease associations have become important bioinformatics projects. Comprehensive knowledge of non-coding RNA-disease associations would aid in understanding of human complex disease mechanisms; identification of disease biomarkers; and disease diagnosis, treatment, prognostication, and prevention.

The roles of circRNAs in mediating gene expression at the post-transcriptional level are a new focus of research on gene regulation in cancer. However, despite the rapid advances in the biological characterization of circRNAs, the mechanisms underlying their functions remain to be fully elucidated. For example, whereas circRNAs are now known to be retro-transcribed in vivo, and inserted back into the genome, thereby generating pseudogenes156, the underlying molecular mechanisms are unclear. Although molecular expression and function are often coupled and coordinated to some extent, the balance between circRNAs and their linear isoform transcripts, and the factors that dictate the dynamic generation and degradation rate is as yet undefined. The topological structures of circRNAs and their mechanisms of binding miRs/proteins are also unclear. Although some circRNAs can be translated into peptides, the underlying mechanism and the identity of peptide modulators is another area for future research. With the development of RNA sequencing techniques, improvements in databases, and continued research efforts in this area, some of these questions may be answered, and may ultimately enable the identification of novel cancer biomarkers and therapeutic targets.

Grant support

This work was supported partly by the National Natural Science Foundation of China (Grant Nos. 82172946, 82173290, 82273029, 81871969, and 81772592), the Project of the Department of Education of Guangdong Province (Grant No. 2021KTSCX102), the Natural Science Foundation of Guangdong Province (Grant No. 2022A1515010706), the Shenzhen Basic Research Fund (Grant No. JCYJ20190808163801777), and the SZU Top Ranking Project (Grant No. 860-00000210).

Conflict of interest statement

No potential conflicts of interest are disclosed.

Author contributions

Conceived and designed the analysis: Xiaojing Zhang, Zhe Jin.

Collected the data: Fan Hu, Yin Peng.

Contributed data or analysis tools: Fan Hu, Xinmin Fan.

Performed the analysis: Fan Hu, Yin Peng, Xinmin Fan, Xiaojing Zhang, Zhe Jin.

Wrote the paper: Fan Hu, Xiaojing Zhang.

References

  • 1.Kristensen LS, Jakobsen T, Hager H, Kjems J. The emerging roles of circRNAs in cancer and oncology. Nat Rev Clin Oncol. 2022;19:188–6. doi: 10.1038/s41571-021-00585-y. [DOI] [PubMed] [Google Scholar]
  • 2.Wang CC, Han CD, Zhao Q, Chen X. Circular RNAs and complex diseases: from experimental results to computational models. Brief Bioinform. 2021;22:bbab286. doi: 10.1093/bib/bbab286. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Liu D, Fang L. Current research on circular RNAs and their potential clinical implications in breast cancer. Cancer Biol Med. 2021;18:635–48. doi: 10.20892/j.issn.2095-3941.2020.0275. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Vo JN, Cieslik M, Zhang Y, Shukla S, Xiao L, Zhang Y, et al. The landscape of circular RNA in cancer. Cell. 2019;176:869–81.e13. doi: 10.1016/j.cell.2018.12.021. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Zeng Y, Zou Y, Gao G, Zheng S, Wu S, Xie X, et al. The biogenesis, function and clinical significance of circular RNAs in breast cancer. Cancer Biol Med. 2021;19:14–29. doi: 10.20892/j.issn.2095-3941.2020.0485. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Enuka Y, Lauriola M, Feldman ME, Sas-Chen A, Ulitsky I, Yarden Y. Circular RNAs are long-lived and display only minimal early alterations in response to a growth factor. Nucleic Acids Res. 2016;44:1370–83. doi: 10.1093/nar/gkv1367. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Xue C, Li G, Zheng Q, Gu X, Bao Z, Lu J, et al. The functional roles of the circRNA/Wnt axis in cancer. Mol Cancer. 2022;21:108. doi: 10.1186/s12943-022-01582-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Schunk SJ, Floege J, Fliser D, Speer T. Wnt-β-catenin signalling - a versatile player in kidney injury and repair. Nat Rev Nephrol. 2021;17:172–84. doi: 10.1038/s41581-020-00343-w. [DOI] [PubMed] [Google Scholar]
  • 9.Li YF, Zhang J, Yu L. Circular RNAs regulate cancer onset and progression via Wnt/β-catenin signaling pathway. Yonsei Med J. 2019;60:1117–28. doi: 10.3349/ymj.2019.60.12.1117. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Blagodatski A, Klimenko A, Jia L, Katanaev VL. Small molecule Wnt pathway modulators from natural sources: history, state of the art and perspectives. Cells. 2020;9:589. doi: 10.3390/cells9030589. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Pan J, Fang S, Tian H, Zhou C, Zhao X, Tian H, et al. lncRNA Jpx/miR-33a-5p/Twist1 axis regulates tumorigenesis and metastasis of lung cancer by activating Wnt/β-catenin signaling. Mol Cancer. 2020;19:9. doi: 10.1186/s12943-020-1133-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Peng Y, Xu Y, Zhang X, Deng S, Yuan Y, Luo X, et al. A novel protein AXIN1-295aa encoded by circAXIN1 activates the Wnt/β-catenin signaling pathway to promote gastric cancer progression. Mol Cancer. 2021;20:158. doi: 10.1186/s12943-021-01457-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Fang G, Ye BL, Hu BR, Ruan XJ, Shi YX. CircRNA_100290 promotes colorectal cancer progression through miR-516b-induced downregulation of FZD4 expression and Wnt/β-catenin signaling. Biochem Biophys Res Commun. 2018;504:184–9. doi: 10.1016/j.bbrc.2018.08.152. [DOI] [PubMed] [Google Scholar]
  • 14.Zhan YH, Zhang LH, Yu SB, Wen JG, Liu YC, Zhang XP. Long non-coding RNA CASC9 promotes tumor growth and metastasis via modulating FZD6/Wnt/β-catenin signaling pathway in bladder cancer. J Exp Clin Cancer Res. 2020;39:136. doi: 10.1186/s13046-020-01624-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Chen Z, Duan X. hsa_circ_0000177-miR-638-FZD7-Wnt signaling cascade contributes to the malignant behaviors in glioma. DNA Cell Biol. 2018;37:791–7. doi: 10.1089/dna.2018.4294. [DOI] [PubMed] [Google Scholar]
  • 16.Mangolini M, Gotte F, Moore A, Ammon T, Oelsner M, Lutzny-Geier G, et al. Notch2 controls non-autonomous Wnt-signalling in chronic lymphocytic leukaemia. Nat Commun. 2018;9:3839. doi: 10.1038/s41467-018-06069-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Wang J, Zhang Y, Liu L, Yang T, Song J. Circular RNAs: new biomarkers of chemoresistance in cancer. Cancer Biol Med. 2021;18:421–36. doi: 10.20892/j.issn.2095-3941.2020.0312. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Xue C, Li G, Lu J, Li L. Crosstalk between circRNAs and the PI3K/AKT signaling pathway in cancer progression. Signal Transduct Target Ther. 2021;6:400. doi: 10.1038/s41392-021-00788-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.He J, Xie Q, Xu H, Li J, Li Y. Circular RNAs and cancer. Cancer Lett. 2017;396:138–44. doi: 10.1016/j.canlet.2017.03.027. [DOI] [PubMed] [Google Scholar]
  • 20.Guarnerio J, Bezzi M, Jeong JC, Paffenholz SV, Berry K, Naldini MM, et al. Oncogenic role of fusion-circRNAs derived from cancer-associated chromosomal translocations. Cell. 2016;166:1055–6. doi: 10.1016/j.cell.2016.07.035. [DOI] [PubMed] [Google Scholar]
  • 21.Li C, Ni YQ, Xu H, Xiang QY, Zhao Y, Zhan JK, et al. Roles and mechanisms of exosomal non-coding RNAs in human health and diseases. Signal Transduct Target Ther. 2021;6:383. doi: 10.1038/s41392-021-00779-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Li Z, Huang C, Bao C, Chen L, Lin M, Wang X, et al. Exon-intron circular RNAs regulate transcription in the nucleus. Nat Struct Mol Biol. 2015;22:256–64. doi: 10.1038/nsmb.2959. [DOI] [PubMed] [Google Scholar]
  • 23.Chen LL. The biogenesis and emerging roles of circular RNAs. Nat Rev Mol Cell Biol. 2016;17:205–11. doi: 10.1038/nrm.2015.32. [DOI] [PubMed] [Google Scholar]
  • 24.Du WW, Yang W, Li X, Awan FM, Yang Z, Fang L, et al. A circular RNA circ-DNMT1 enhances breast cancer progression by activating autophagy. Oncogene. 2018;37:5829–42. doi: 10.1038/s41388-018-0369-y. [DOI] [PubMed] [Google Scholar]
  • 25.Li B, Zhu L, Lu C, Wang C, Wang H, Jin H, et al. CircNDUFB2 inhibits non-small cell lung cancer progression via destabilizing IGF2BPs and activating anti-tumor immunity. Nat Commun. 2021;12:295. doi: 10.1038/s41467-020-20527-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Chen N, Zhao G, Yan X, Lv Z, Yin H, Zhang S, et al. A novel FLI1 exonic circular RNA promotes metastasis in breast cancer by coordinately regulating TET1 and DNMT1. Genome Biol. 2018;19:218. doi: 10.1186/s13059-018-1594-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Du WW, Yang W, Liu E, Yang Z, Dhaliwal P, Yang BB. Foxo3 circular RNA retards cell cycle progression via forming ternary complexes with p21 and CDK2. Nucleic Acids Res. 2016;44:2846–58. doi: 10.1093/nar/gkw027. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Hansen TB, Jensen TI, Clausen BH, Bramsen JB, Finsen B, Damgaard CK, et al. Natural RNA circles function as efficient microRNA sponges. Nature. 2013;495:384–8. doi: 10.1038/nature11993. [DOI] [PubMed] [Google Scholar]
  • 29.Hansen TB, Kjems J, Damgaard CK. Circular RNA and miR-7 in cancer. Cancer Res. 2013;73:5609–12. doi: 10.1158/0008-5472.CAN-13-1568. [DOI] [PubMed] [Google Scholar]
  • 30.Chu J, Tao L, Yao T, Chen Z, Lu X, Gao L, et al. Circular RNA circRUNX1 promotes papillary thyroid cancer progression and metastasis by sponging miR-296-3p and regulating DDHD2 expression. Cell Death Dis. 2021;12:112. doi: 10.1038/s41419-020-03350-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Yang J, Zhang X, Cao J, Xu P, Chen Z, Wang S, et al. Circular RNA UBE2Q2 promotes malignant progression of gastric cancer by regulating signal transducer and activator of transcription 3-mediated autophagy and glycolysis. Cell Death Dis. 2021;12:910. doi: 10.1038/s41419-021-04216-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Fan HN, Chen ZY, Chen XY, Chen M, Yi YC, Zhu JS, et al. METTL14-mediated m6A modification of circORC5 suppresses gastric cancer progression by regulating miR-30c-2-3p/AKT1S1 axis. Mol Cancer. 2022;21:51. doi: 10.1186/s12943-022-01521-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Militello G, Weirick T, John D, Doring C, Dimmeler S, Uchida S. Screening and validation of lncRNAs and circRNAs as miRNA sponges. Brief Bioinform. 2017;18:780–8. doi: 10.1093/bib/bbw053. [DOI] [PubMed] [Google Scholar]
  • 34.Janas T, Janas MM, Sapon K, Janas T. Mechanisms of RNA loading into exosomes. FEBS Lett. 2015;589:1391–8. doi: 10.1016/j.febslet.2015.04.036. [DOI] [PubMed] [Google Scholar]
  • 35.Dong W, Dai ZH, Liu FC, Guo XG, Ge CM, Ding J, et al. The RNA-binding protein RBM3 promotes cell proliferation in hepatocellular carcinoma by regulating circular RNA SCD-circRNA 2 production. EBioMedicine. 2019;45:155–67. doi: 10.1016/j.ebiom.2019.06.030. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Tsitsipatis D, Grammatikakis I, Driscoll RK, Yang X, Abdelmohsen K, Harris SC, et al. AUF1 ligand circPCNX reduces cell proliferation by competing with p21 mRNA to increase p21 production. Nucleic Acids Res. 2021;49:1631–46. doi: 10.1093/nar/gkaa1246. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Lei M, Zheng G, Ning Q, Zheng J, Dong D. Translation and functional roles of circular RNAs in human cancer. Mol Cancer. 2020;19:30. doi: 10.1186/s12943-020-1135-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Shi H, Wang X, Lu Z, Zhao BS, Ma H, Hsu PJ, et al. YTHDF3 facilitates translation and decay of n6-methyladenosine-modified RNA. Cell Res. 2017;27:315–28. doi: 10.1038/cr.2017.15. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39.Yang Y, Fan X, Mao M, Song X, Wu P, Zhang Y, et al. Extensive translation of circular RNAs driven by n6-methyladenosine. Cell Res. 2017;27:626–41. doi: 10.1038/cr.2017.31. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40.Chen CK, Cheng R, Demeter J, Chen J, Weingarten-Gabbay S, Jiang L, et al. Structured elements drive extensive circular RNA translation. Mol Cell. 2021;81:4300–18.e13. doi: 10.1016/j.molcel.2021.07.042. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41.Xia X, Li X, Li F, Wu X, Zhang M, Zhou H, et al. A novel tumor suppressor protein encoded by circular AKT3 RNA inhibits glioblastoma tumorigenicity by competing with active phosphoinositide-dependent Kinase-1. Mol Cancer. 2019;18:131. doi: 10.1186/s12943-019-1056-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Yang Y, Gao X, Zhang M, Yan S, Sun C, Xiao F, et al. Novel role of FBXW7 circular RNA in repressing glioma tumorigenesis. J Natl Cancer Inst. 2018;110:304–15. doi: 10.1093/jnci/djx166. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.Zhang M, Zhao K, Xu X, Yang Y, Yan S, Wei P, et al. A peptide encoded by circular form of LINC-PINT suppresses oncogenic transcriptional elongation in glioblastoma. Nat Commun. 2018;9:4475. doi: 10.1038/s41467-018-06862-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.Zhang M, Huang N, Yang X, Luo J, Yan S, Xiao F, et al. A novel protein encoded by the circular form of the SHPRH gene suppresses glioma tumorigenesis. Oncogene. 2018;37:1805–14. doi: 10.1038/s41388-017-0019-9. [DOI] [PubMed] [Google Scholar]
  • 45.Wu X, Xiao S, Zhang M, Yang L, Zhong J, Li B, et al. A novel protein encoded by circular SMO RNA is essential for Hedgehog signaling activation and glioblastoma tumorigenicity. Genome Biol. 2021;22:33. doi: 10.1186/s13059-020-02250-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46.Gao X, Xia X, Li F, Zhang M, Zhou H, Wu X, et al. Circular RNA-encoded oncogenic E-cadherin variant promotes glioblastoma tumorigenicity through activation of EGFR-STAT3 signalling. Nat Cell Biol. 2021;23:278–91. doi: 10.1038/s41556-021-00639-4. [DOI] [PubMed] [Google Scholar]
  • 47.Liu CX, Chen LL. Expanded regulation of circular RNA translation. Mol Cell. 2021;81:4111–3. doi: 10.1016/j.molcel.2021.09.023. [DOI] [PubMed] [Google Scholar]
  • 48.Liu Y, Li Z, Zhang M, Zhou H, Wu X, Zhong J, et al. Rolling-translated EGFR variants sustain EGFR signaling and promote glioblastoma tumorigenicity. Neuro Oncol. 2021;23:743–56. doi: 10.1093/neuonc/noaa279. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49.Zhang X, Xu Y, Ma L, Yu K, Niu Y, Xu X, et al. Essential roles of exosome and circRNA_101093 on ferroptosis desensitization in lung adenocarcinoma. Cancer Commun (Lond) 2022;42:287–313. doi: 10.1002/cac2.12275. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Zheng R, Zhang K, Tan S, Gao F, Zhang Y, Xu W, et al. Exosomal circLPAR1 functions in colorectal cancer diagnosis and tumorigenesis through suppressing BRD4 via METTL3-eIF3h interaction. Mol Cancer. 2022;21:49. doi: 10.1186/s12943-021-01471-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 51.Huang XY, Huang ZL, Huang J, Xu B, Huang XY, Xu YH, et al. Exosomal circRNA-100338 promotes hepatocellular carcinoma metastasis via enhancing invasiveness and angiogenesis. J Exp Clin Cancer Res. 2020;39:20. doi: 10.1186/s13046-020-1529-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Lasda E, Parker R. Circular RNAs co-precipitate with extracellular vesicles: a possible mechanism for circRNA clearance. PLoS One. 2016;11:e0148407. doi: 10.1371/journal.pone.0148407. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 53.Alhasan AA, Izuogu OG, Al-Balool HH, Steyn JS, Evans A, Colzani M, et al. Circular RNA enrichment in platelets is a signature of transcriptome degradation. Blood. 2016;127:e1–11. doi: 10.1182/blood-2015-06-649434. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 54.Louis C, Coulouarn C. One stone, two birds: circACTN4, a nexus for a coordinated activation of Hippo and Wnt/β-catenin pathways in cholangiocarcinoma. J Hepatol. 2022;76:8–10. doi: 10.1016/j.jhep.2021.10.002. [DOI] [PubMed] [Google Scholar]
  • 55.Meng J, Chen S, Han JX, Qian B, Wang XR, Zhong WL, et al. Twist1 regulates vimentin through Cul2 circular RNA to promote EMT in hepatocellular carcinoma. Cancer Res. 2018;78:4150–62. doi: 10.1158/0008-5472.CAN-17-3009. [DOI] [PubMed] [Google Scholar]
  • 56.Yang Z, Xie L, Han L, Qu X, Yang Y, Zhang Y, et al. Circular RNAs: regulators of cancer-related signaling pathways and potential diagnostic biomarkers for human cancers. Theranostics. 2017;7:3106–17. doi: 10.7150/thno.19016. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 57.Jiang M, Fang S, Zhao X, Zhou C, Gong Z. Epithelial-mesenchymal transition-related circular RNAs in lung carcinoma. Cancer Biol Med. 2021;18:411–20. doi: 10.20892/j.issn.2095-3941.2020.0238. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 58.Cui W, Dai J, Ma J, Gu H. CircCDYL/microRNA-105-5p participates in modulating growth and migration of colon cancer cells. Gen Physiol Biophys. 2019;38:485–95. doi: 10.4149/gpb2019037. [DOI] [PubMed] [Google Scholar]
  • 59.Tu FL, Guo XQ, Wu HX, He ZY, Wang F, Sun AJ, et al. Circ-0001313/miRNA-510-5p/AKT2 axis promotes the development and progression of colon cancer. Am J Transl Res. 2020;12:281–91. [PMC free article] [PubMed] [Google Scholar]
  • 60.Wu M, Kong C, Cai M, Huang W, Chen Y, Wang B, et al. Hsa_circRNA_002144 promotes growth and metastasis of colorectal cancer through regulating miR-615-5p/LARP1/mTOR pathway. Carcinogenesis. 2021;42:601–10. doi: 10.1093/carcin/bgaa140. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 61.Jiang T, Wang H, Liu L, Song H, Zhang Y, Wang J, et al. CircIL4R activates the PI3K/AKT signaling pathway via the miR-761/TRIM29/PHLPP1 axis and promotes proliferation and metastasis in colorectal cancer. Mol Cancer. 2021;20:167. doi: 10.1186/s12943-021-01474-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 62.Zhang X, Wang S, Wang H, Cao J, Huang X, Chen Z, et al. Circular RNA circNRIP1 acts as a microRNA-149-5p sponge to promote gastric cancer progression via the AKT1/mTOR pathway. Mol Cancer. 2019;18:20. doi: 10.1186/s12943-018-0935-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 63.Qiu BQ, Zhang PF, Xiong D, Xu JJ, Long X, Zhu SQ, et al. CircRNA fibroblast growth factor receptor 3 promotes tumor progression in non-small cell lung cancer by regulating Galectin-1-AKT/ERK1/2 signaling. J Cell Physiol. 2019;234:11256–64. doi: 10.1002/jcp.27783. [DOI] [PubMed] [Google Scholar]
  • 64.Huang XY, Huang ZL, Zhang PB, Huang XY, Huang J, Wang HC, et al. CircRNA-100338 is associated with mTOR signaling pathway and poor prognosis in hepatocellular carcinoma. Front Oncol. 2019;9:392. doi: 10.3389/fonc.2019.00392. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 65.Shi F, Shi Z, Zhao Y, Tian J. CircRNA hsa-circ-0014359 promotes glioma progression by regulating miR-153/PI3K signaling. Biochem Biophys Res Commun. 2019;510:614–20. doi: 10.1016/j.bbrc.2019.02.019. [DOI] [PubMed] [Google Scholar]
  • 66.Zhang L, Zhou Q, Qiu Q, Hou L, Wu M, Li J, et al. CircPLEKHM3 acts as a tumor suppressor through regulation of the miR-9/BRCA1/DNAJB6/KLF4/AKT1 axis in ovarian cancer. Mol Cancer. 2019;18:144. doi: 10.1186/s12943-019-1080-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 67.Guo XY, Liu TT, Zhu WJ, Liu HT, Zhang GH, Song L, et al. CircKDM4b suppresses breast cancer progression via the miR-675/NEDD4L axis. Oncogene. 2022;41:1895–906. doi: 10.1038/s41388-022-02232-x. [DOI] [PubMed] [Google Scholar]
  • 68.Tang J, Zhang C, Huang Y, Wang L, Xu Z, Zhang D, et al. CircRNA circ_0124554 blocked the ubiquitination of AKT promoting the skip lymphovascular invasion on hepatic metastasis in colorectal cancer. Cell Death Dis. 2021;12:270. doi: 10.1038/s41419-021-03565-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 69.Wang H, Yan X, Zhang H, Zhan X. CircRNA circ_0067934 overexpression correlates with poor prognosis and promotes thyroid carcinoma progression. Med Sci Monit. 2019;25:1342–9. doi: 10.12659/MSM.913463. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 70.Su W, Wang Y, Wang F, Zhang B, Zhang H, Shen Y, et al. Circular RNA hsa_circ_0007059 indicates prognosis and influences malignant behavior via AKT/mTOR in oral squamous cell carcinoma. J Cell Physiol. 2019;234:15156–66. doi: 10.1002/jcp.28156. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 71.Shi X, Yang J, Liu M, Zhang Y, Zhou Z, Luo W, et al. Circular RNA ANAPC7 inhibits tumor growth and muscle wasting via PHLPP2-AKT-TGF-β signaling axis in pancreatic cancer. Gastroenterology. 2022;162:2004–17.e2. doi: 10.1053/j.gastro.2022.02.017. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 72.Geng Y, Zheng X, Hu W, Wang Q, Xu Y, He W, et al. Hsa_circ_0009361 acts as the sponge of miR-582 to suppress colorectal cancer progression by regulating APC2 expression. Clin Sci (Lond) 2019;133:1197–213. doi: 10.1042/CS20190286. [DOI] [PubMed] [Google Scholar]
  • 73.Zhi X, Zhang J, Cheng Z, Bian L, Qin J. CircLgr4 drives colorectal tumorigenesis and invasion through Lgr4-targeting peptide. Int J Cancer. 2019;150:E3. doi: 10.1002/ijc.32549. [DOI] [PubMed] [Google Scholar]
  • 74.Liang WC, Wong CW, Liang PP, Shi M, Cao Y, Rao ST, et al. Translation of the circular RNA circβ-catenin promotes liver cancer cell growth through activation of the Wnt pathway. Genome Biol. 2019;20:84. doi: 10.1186/s13059-019-1685-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 75.Chen X, Chen RX, Wei WS, Li YH, Feng ZH, Tan L, et al. PRMT5 circular RNA promotes metastasis of urothelial carcinoma of the bladder through sponging miR-30c to induce epithelial-mesenchymal transition. Clin Cancer Res. 2018;24:6319–30. doi: 10.1158/1078-0432.CCR-18-1270. [DOI] [PubMed] [Google Scholar]
  • 76.Guo J, Duan H, Li Y, Yang L, Yuan L. A novel circular RNA circ-ZNF652 promotes hepatocellular carcinoma metastasis through inducing snail-mediated epithelial-mesenchymal transition by sponging miR-203/miR-502-5p. Biochem Biophys Res Commun. 2019;513:812–9. doi: 10.1016/j.bbrc.2019.03.214. [DOI] [PubMed] [Google Scholar]
  • 77.Zhao CX, Yan ZX, Wen JJ, Fu D, Xu PP, Wang L, et al. CircEAF2 counteracts Epstein-Barr virus-positive diffuse large B-cell lymphoma progression via miR-BART19-3p/APC/β-catenin axis. Mol Cancer. 2021;20:153. doi: 10.1186/s12943-021-01458-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 78.Wo D, Peng J, Ren DN, Qiu L, Chen J, Zhu Y, et al. Opposing roles of Wnt inhibitors IGFBP-4 and Dkk1 in cardiac ischemia by differential targeting of LRP5/6 and β-catenin. Circulation. 2016;134:1991–2007. doi: 10.1161/CIRCULATIONAHA.116.024441. [DOI] [PubMed] [Google Scholar]
  • 79.Jin Y, Yu LL, Zhang B, Liu CF, Chen Y. Circular RNA hsa_circ_0000523 regulates the proliferation and apoptosis of colorectal cancer cells as miRNA sponge. Braz J Med Biol Res. 2018;51:e7811. doi: 10.1590/1414-431X20187811. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 80.Wang Z, Sun A, Yan A, Yao J, Huang H, Gao Z, et al. Circular RNA MTCl1 promotes advanced laryngeal squamous cell carcinoma progression by inhibiting C1QBP ubiquitin degradation and mediating beta-catenin activation. Mol Cancer. 2022;21:92. doi: 10.1186/s12943-022-01570-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 81.Shen Q, He T, Yuan H. Hsa_circ_0002577 promotes endometrial carcinoma progression via regulating miR-197/CTNND1 axis and activating Wnt/β-catenin pathway. Cell Cycle. 2019;18:1229–40. doi: 10.1080/15384101.2019.1617004. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 82.Bi W, Huang J, Nie C, Liu B, He G, Han J, et al. CircRNA circRNA_102171 promotes papillary thyroid cancer progression through modulating CTNNBIP1-dependent activation of β-catenin pathway. J Exp Clin Cancer Res. 2018;37:275. doi: 10.1186/s13046-018-0936-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 83.Li Y, Wang Z, Su P, Liang Y, Li Z, Zhang H, et al. circ-EIF6 encodes EIF6-224aa to promote TNBC progression via stabilizing MYH9 and activating the Wnt/beta-catenin pathway. Mol Ther. 2022;30:415–30. doi: 10.1016/j.ymthe.2021.08.026. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 84.Pan Z, Cai J, Lin J, Zhou H, Peng J, Liang J, et al. A novel protein encoded by circFNDC3b inhibits tumor progression and EMT through regulating snail in colon cancer. Mol Cancer. 2020;19:71. doi: 10.1186/s12943-020-01179-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 85.Gao S, Yu Y, Liu L, Meng J, Li G. Circular RNA hsa_circ_0007059 restrains proliferation and epithelial-mesenchymal transition in lung cancer cells via inhibiting microRNA-378. Life Sci. 2019;233:116692. doi: 10.1016/j.lfs.2019.116692. [DOI] [PubMed] [Google Scholar]
  • 86.Gong LJ, Wang XY, Yao XD, Wu X, Gu WY. CircESRP1 inhibits clear cell renal cell carcinoma progression through the CTCF-mediated positive feedback loop. Cell Death Dis. 2021;12:1081. doi: 10.1038/s41419-021-04366-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 87.Feng H, Li F, Tang P. Circ_0000745 regulates NOTCH1-mediated cell proliferation and apoptosis in pediatric T-cell acute lymphoblastic leukemia through adsorbing miR-193b-3p. Hematology. 2021;26:885–95. doi: 10.1080/16078454.2021.1997197. [DOI] [PubMed] [Google Scholar]
  • 88.Xu H, Zhang Y, Qi L, Ding L, Jiang H, Yu H. NFIX circular RNA promotes glioma progression by regulating miR-34a-5p via notch signaling pathway. Front Mol Neurosci. 2018;11:225. doi: 10.3389/fnmol.2018.00225. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 89.Zhang B, Chen M, Jiang N, Shi K, Qian R. A regulatory circuit of circ-MTO1/miR-17/QKI-5 inhibits the proliferation of lung adenocarcinoma. Cancer Biol Ther. 2019;20:1127–35. doi: 10.1080/15384047.2019.1598762. [DOI] [PMC free article] [PubMed] [Google Scholar] [Retracted]
  • 90.Yao Y, Li X, Cheng L, Wu X, Wu B. Circular RNA FAT atypical cadherin 1 (circFAT1)/microRNA-525-5p/spindle and kinetochore-associated complex subunit 1 (SKA1) axis regulates oxaliplatin resistance in breast cancer by activating the notch and Wnt signaling pathway. Bioengineered. 2021;12:4032–43. doi: 10.1080/21655979.2021.1951929. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 91.Chen Y, Li Z, Zhang M, Wang B, Ye J, Zhang Y, et al. Circ-ASH2L promotes tumor progression by sponging miR-34a to regulate notch1 in pancreatic ductal adenocarcinoma. J Exp Clin Cancer Res. 2019;38:466. doi: 10.1186/s13046-019-1436-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 92.Wu HB, Huang SS, Lu CG, Tian SD, Chen M. CircAPLP2 regulates the proliferation and metastasis of colorectal cancer by targeting miR-101-3p to activate the Notch signalling pathway. Am J Transl Res. 2020;12:2554–69. [PMC free article] [PubMed] [Google Scholar]
  • 93.Shi J, Lv X, Zeng L, Li W, Zhong Y, Yuan J, et al. CircPVT1 promotes proliferation of lung squamous cell carcinoma by binding to miR-30d/e. J Exp Clin Cancer Res. 2021;40:193. doi: 10.1186/s13046-021-01976-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 94.Huang Z, Ding Y, Zhang L, He S, Jia Z, Gu C, et al. Upregulated circPDK1 promotes RCC cell migration and invasion by regulating the miR-377-3P-NOTCH1 axis in renal cell carcinoma. Onco Targets Ther. 2020;13:11237–52. doi: 10.2147/OTT.S280434. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 95.Wu N, Yuan Z, Du KY, Fang L, Lyu J, Zhang C, et al. Translation of yes-associated protein (YAP) was antagonized by its circular RNA via suppressing the assembly of the translation initiation machinery. Cell Death Differ. 2019;26:2758–73. doi: 10.1038/s41418-019-0337-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 96.Zheng X, Chen L, Zhou Y, Wang Q, Zheng Z, Xu B, et al. A novel protein encoded by a circular RNA circPPP1R12A promotes tumor pathogenesis and metastasis of colon cancer via Hippo-YAP signaling. Mol Cancer. 2019;18:47. doi: 10.1186/s12943-019-1010-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 97.Shimoda M, Moroishi T. The emerging link between the Hippo pathway and non-coding RNA. Biol Pharm Bull. 2020;43:1–10. doi: 10.1248/bpb.b19-00795. [DOI] [PubMed] [Google Scholar]
  • 98.Liu Z, Huang S, Cao Y, Yao Y, Li J, Chen J, et al. YAP1 inhibits circRNA-000425 expression and thus promotes oncogenic activities of miR-17 and miR-106. Biochem Biophys Res Commun. 2018;503:2370–5. doi: 10.1016/j.bbrc.2018.06.163. [DOI] [PubMed] [Google Scholar]
  • 99.Zhang X, Xu Y, Qian Z, Zheng W, Wu Q, Chen Y, et al. CircRNA_104075 stimulates YAP-dependent tumorigenesis through the regulation of HNF4a and may serve as a diagnostic marker in hepatocellular carcinoma. Cell Death Dis. 2018;9:1091. doi: 10.1038/s41419-018-1132-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 100.Shi P, Li Y, Guo Q. Circular RNA circPIP5K1a contributes to cancer stemness of osteosarcoma by miR-515-5p/YAP axis. J Transl Med. 2021;19:464. doi: 10.1186/s12967-021-03124-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 101.An Y, Xu B, Yan G, Wang N, Yang Z, Sun M. YAP derived circ-LECRC functions as a “brake signal” to suppress hyperactivation of oncogenic YAP signalling in colorectal cancer. Cancer Lett. 2022;532:215589. doi: 10.1016/j.canlet.2022.215589. [DOI] [PubMed] [Google Scholar]
  • 102.Chen C, Yuan W, Zhou Q, Shao B, Guo Y, Wang W, et al. N6-methyladenosine-induced circ1662 promotes metastasis of colorectal cancer by accelerating YAP1 nuclear localization. Theranostics. 2021;11:4298–315. doi: 10.7150/thno.51342. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 103.Wang L, Ma H, Kong W, Liu B, Zhang X. Up-regulated circular RNA VANGL1 contributes to progression of non-small cell lung cancer through inhibition of miR-195 and activation of Bcl-2. Biosci Rep. 2019;39:BSR20182433. doi: 10.1042/BSR20182433. [DOI] [PMC free article] [PubMed] [Google Scholar] [Retracted]
  • 104.Yang G, Wang X, Liu B, Lu Z, Xu Z, Xiu P, et al. Circ-BIRC6, a circular RNA, promotes hepatocellular carcinoma progression by targeting the miR-3918/Bcl2 axis. Cell Cycle. 2019;18:976–89. doi: 10.1080/15384101.2019.1601477. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 105.Lu C, Jiang W, Hui B, Rong D, Fu K, Dong C, et al. The circ_0021977/miR-10b-5p/P21 and P53 regulatory axis suppresses proliferation, migration, and invasion in colorectal cancer. J Cell Physiol. 2020;235:2273–85. doi: 10.1002/jcp.29135. [DOI] [PubMed] [Google Scholar]
  • 106.Verduci L, Ferraiuolo M, Sacconi A, Ganci F, Vitale J, Colombo T, et al. The oncogenic role of circPVT1 in head and neck squamous cell carcinoma is mediated through the mutant P53/YAP/TEAD transcription-competent complex. Genome Biol. 2017;18:237. doi: 10.1186/s13059-017-1368-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 107.Xu J, Ni L, Zhao F, Dai X, Tao J, Pan J, et al. Overexpression of hsa_circ_0002874 promotes resistance of non-small cell lung cancer to paclitaxel by modulating miR-1273f/MDM2/p53 pathway. Aging (Albany NY) 2021;13:5986–6009. doi: 10.18632/aging.202521. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 108.Liang M, Huang G, Liu Z, Wang Q, Yu Z, Liu Z, et al. Elevated levels of hsa_circ_006100 in gastric cancer promote cell growth and metastasis via miR-195/GPRC5A signalling. Cell Prolif. 2019;52:e12661. doi: 10.1111/cpr.12661. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 109.Li S, Pei Y, Wang W, Liu F, Zheng K, Zhang X. Circular RNA 0001785 regulates the pathogenesis of osteosarcoma as a ceRNA by sponging miR-1200 to upregulate HOXB2. Cell Cycle. 2019;18:1281–91. doi: 10.1080/15384101.2019.1618127. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 110.Lou J, Hao Y, Lin K, Lyu Y, Chen M, Wang H, et al. Circular RNA CDR1as disrupts the p53/MDM2 complex to inhibit gliomagenesis. Mol Cancer. 2020;19:138. doi: 10.1186/s12943-020-01253-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 111.Vousden KH, Prives C. Blinded by the light: the growing complexity of p53. Cell. 2009;137:413–31. doi: 10.1016/j.cell.2009.04.037. [DOI] [PubMed] [Google Scholar]
  • 112.Su W, Sun S, Wang F, Shen Y, Yang H. Circular RNA hsa_circ_0055538 regulates the malignant biological behavior of oral squamous cell carcinoma through the p53/Bcl-2/caspase signaling pathway. J Transl Med. 2019;17:76. doi: 10.1186/s12967-019-1830-6. [DOI] [PMC free article] [PubMed] [Google Scholar] [Retracted]
  • 113.Bizzarri AR, Cannistraro S. Direct interaction of miRNA and circRNA with the oncosuppressor p53: an intriguing perspective in cancer research. Cancers (Basel) 2021;13:6108. doi: 10.3390/cancers13236108. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 114.Fang L, Du WW, Lyu J, Dong J, Zhang C, Yang W, et al. Enhanced breast cancer progression by mutant p53 is inhibited by the circular RNA circ-Ccnb1. Cell Death Differ. 2018;25:2195–208. doi: 10.1038/s41418-018-0115-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 115.Zhang X, Zhao Y, Kong P, Han M, Li B. Expression of circZNF609 is down-regulated in colorectal cancer tissue and promotes apoptosis in colorectal cancer cells by upregulating p53. Med Sci Monit. 2019;25:5977–85. doi: 10.12659/MSM.915926. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 116.Li B, Li X. Overexpression of hsa_circ_0007534 predicts unfavorable prognosis for osteosarcoma and regulates cell growth and apoptosis by affecting AKT/GSK-3β signaling pathway. Biomed Pharmacother. 2018;107:860–6. doi: 10.1016/j.biopha.2018.08.086. [DOI] [PubMed] [Google Scholar]
  • 117.Jiang Y, Wang Z, Ying C, Hu J, Zeng T, Gao L. FMR1/circCHAF1A/miR-211-5p/HOXC8 feedback loop regulates proliferation and tumorigenesis via MDM2-dependent p53 signaling in GSCs. Oncogene. 2021;40:4094–110. doi: 10.1038/s41388-021-01833-2. [DOI] [PubMed] [Google Scholar]
  • 118.Bai Y, Li LD, Li J, Chen RF, Yu HL, Sun HF, et al. A FXYD5/TGF-β/SMAD positive feedback loop drives epithelial-to-mesenchymal transition and promotes tumor growth and metastasis in ovarian cancer. Int J Oncol. 2020;56:301–14. doi: 10.3892/ijo.2019.4911. [DOI] [PubMed] [Google Scholar]
  • 119.Wang L, Tong X, Zhou Z, Wang S, Lei Z, Zhang T, et al. Circular RNA hsa_circ_0008305 (circPTK2) inhibits TGF-β-induced epithelial-mesenchymal transition and metastasis by controlling TIF1γ in non-small cell lung cancer. Mol Cancer. 2018;17:140. doi: 10.1186/s12943-018-0889-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 120.Zeng K, He B, Yang BB, Xu T, Chen X, Xu M, et al. The pro-metastasis effect of circANKS1B in breast cancer. Mol Cancer. 2018;17:160. doi: 10.1186/s12943-018-0914-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 121.Su Y, Feng W, Shi J, Chen L, Huang J, Lin T. CircRIP2 accelerates bladder cancer progression via miR-1305/Tgf-β2/smad3 pathway. Mol Cancer. 2020;19:23. doi: 10.1186/s12943-019-1129-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 122.Yan J, Xu H. Regulation of transforming growth factor-beta1 by circANKS1B/miR-515-5p affects the metastatic potential and cisplatin resistance in oral squamous cell carcinoma. Bioengineered. 2021;12:12420–30. doi: 10.1080/21655979.2021.2005221. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 123.Zheng L, Liang H, Zhang Q, Shen Z, Sun Y, Zhao X, et al. CircPTEN1, a circular RNA generated from PTEN, suppresses cancer progression through inhibition of TGF-β/smad signaling. Mol Cancer. 2022;21:41. doi: 10.1186/s12943-022-01495-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 124.Meng L, Zheng Y, Liu S, Ju Y, Ren S, Sang Y, et al. ZEB1 represses biogenesis of circ-DOCK5 to facilitate metastasis in esophageal squamous cell carcinoma via a positive feedback loop with TGF-β. Cancer Lett. 2021;519:117–29. doi: 10.1016/j.canlet.2021.06.026. [DOI] [PubMed] [Google Scholar]
  • 125.Zhao W, Cui Y, Liu L, Qi X, Liu J, Ma S, et al. Splicing factor derived circular RNA circUHRF1 accelerates oral squamous cell carcinoma tumorigenesis via feedback loop. Cell Death Differ. 2020;27:919–33. doi: 10.1038/s41418-019-0423-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 126.Papatsirou M, Artemaki PI, Karousi P, Scorilas A, Kontos CK. Circular RNAs: emerging regulators of the major signaling pathways involved in cancer progression. Cancers (Basel) 2021;13:2744. doi: 10.3390/cancers13112744. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 127.Liu M, Wang Q, Shen J, Yang BB, Ding X. Circbank: a comprehensive database for circRNA with standard nomenclature. RNA Biol. 2019;16:899–905. doi: 10.1080/15476286.2019.1600395. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 128.Glazar P, Papavasileiou P, Rajewsky N. circBase: a database for circular RNAs. RNA. 2014;20:1666–70. doi: 10.1261/rna.043687.113. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 129.Wu W, Ji P, Zhao F. CircAtlas: an integrated resource of one million highly accurate circular RNAs from 1070 vertebrate transcriptomes. Genome Biol. 2020;21:101. doi: 10.1186/s13059-020-02018-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 130.Dong R, Ma XK, Li GW, Yang L. CIRCpedia v2: an updated database for comprehensive circular RNA annotation and expression comparison. Genomics Proteomics Bioinformatics. 2018;16:226–33. doi: 10.1016/j.gpb.2018.08.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 131.Zheng LL, Li JH, Wu J, Sun WJ, Liu S, Wang ZL, et al. deepBase v2.0: identification, expression, evolution and function of small RNAs, LncRNAs and circular RNAs from deep-sequencing data. Nucleic Acids Res. 2016;44:D196–202. doi: 10.1093/nar/gkv1273. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 132.Xiao Q, Dai J, Luo J. A survey of circular RNAs in complex diseases: databases, tools and computational methods. Brief Bioinform. 2022;23:bbab444. doi: 10.1093/bib/bbab444. [DOI] [PubMed] [Google Scholar]
  • 133.Meng X, Hu D, Zhang P, Chen Q, Chen M. CircFunBase: a database for functional circular RNAs. Database (Oxford) 2019;2019:baz003. doi: 10.1093/database/baz003. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 134.Wu SM, Liu H, Huang PJ, Chang IY, Lee CC, Yang CY, et al. circlncRNAnet: an integrated web-based resource for mapping functional networks of long or circular forms of noncoding RNAs. Gigascience. 2018;7:1–10. doi: 10.1093/gigascience/gix118. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 135.Dudekula DB, Panda AC, Grammatikakis I, De S, Abdelmohsen K, Gorospe M. CircInteractome: a web tool for exploring circular RNAs and their interacting proteins and microRNAs. RNA Biol. 2016;13:34–42. doi: 10.1080/15476286.2015.1128065. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 136.Tang Z, Li X, Zhao J, Qian F, Feng C, Li Y, et al. TRCirc: a resource for transcriptional regulation information of circRNAs. Brief Bioinform. 2019;20:2327–33. doi: 10.1093/bib/bby083. [DOI] [PubMed] [Google Scholar]
  • 137.Chen X, Han P, Zhou T, Guo X, Song X, Li Y. circRNAdb: a comprehensive database for human circular RNAs with protein-coding annotations. Sci Rep. 2016;6:34985. doi: 10.1038/srep34985. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 138.Sun P, Li G. Circcode: a powerful tool for identifying circRNA coding ability. Front Genet. 2019;10:981. doi: 10.3389/fgene.2019.00981. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 139.Liu YC, Li JR, Sun CH, Andrews E, Chao RF, Lin FM, et al. CircNET: a database of circular RNAs derived from transcriptome sequencing data. Nucleic Acids Res. 2016;44:D209–15. doi: 10.1093/nar/gkv940. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 140.Meng X, Chen Q, Zhang P, Chen M. CircPro: an integrated tool for the identification of circRNAs with protein-coding potential. Bioinformatics. 2017;33:3314–6. doi: 10.1093/bioinformatics/btx446. [DOI] [PubMed] [Google Scholar]
  • 141.Li S, Li Y, Chen B, Zhao J, Yu S, Tang Y, et al. exoRBASE: a database of circRNA, lncRNA and mRNA in human blood exosomes. Nucleic Acids Res. 2018;46:D106–12. doi: 10.1093/nar/gkx891. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 142.Xia S, Feng J, Lei L, Hu J, Xia L, Wang J, et al. Comprehensive characterization of tissue-specific circular RNAs in the human and mouse genomes. Brief Bioinform. 2017;18:984–92. doi: 10.1093/bib/bbw081. [DOI] [PubMed] [Google Scholar]
  • 143.Fan C, Lei X, Fang Z, Jiang Q, Wu FX. CircR2Disease: a manually curated database for experimentally supported circular RNAs associated with various diseases. Database (Oxford) 2018;2018:bay044. doi: 10.1093/database/bay044. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 144.Xia S, Feng J, Chen K, Ma Y, Gong J, Cai F, et al. CSCD: a database for cancer-specific circular RNAs. Nucleic Acids Res. 2018;46:D925–9. doi: 10.1093/nar/gkx863. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 145.Zhao S, Li S, Liu W, Wang Y, Li X, Zhu S, et al. Circular RNA signature in lung adenocarcinoma: a MiOncoCirc database-based study and literature review. Front Oncol. 2020;10:523342. doi: 10.3389/fonc.2020.523342. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 146.Ghosal S, Das S, Sen R, Basak P, Chakrabarti J. Circ2Traits: a comprehensive database for circular RNA potentially associated with disease and traits. Front Genet. 2013;4:283. doi: 10.3389/fgene.2013.00283. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 147.Yao D, Zhang L, Zheng M, Sun X, Lu Y, Liu P. Circ2Disease: a manually curated database of experimentally validated circRNAs in human disease. Sci Rep. 2018;8:11018. doi: 10.1038/s41598-018-29360-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 148.Rophina M, Sharma D, Poojary M, Scaria V. Circad: a comprehensive manually curated resource of circular RNA associated with diseases. Database (Oxford) 2020:2020.:baaa019. doi: 10.1093/database/baaa019. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 149.Ge E, Yang Y, Gang M, Fan C, Zhao Q. Predicting human disease-associated circRNAs based on locality-constrained linear coding. Genomics. 2020;112:1335–42. doi: 10.1016/j.ygeno.2019.08.001. [DOI] [PubMed] [Google Scholar]
  • 150.Tao X, Shao Y, Yan J, Yang L, Ye Q, Wang Q, et al. Biological roles and potential clinical values of circular RNAs in gastrointestinal malignancies. Cancer Biol Med. 2021;18:437–57. doi: 10.20892/j.issn.2095-3941.2020.0348. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 151.Wesselhoeft RA, Kowalski PS, Parker-Hale FC, Huang Y, Bisaria N, Anderson DG. RNA circularization diminishes immunogenicity and can extend translation duration in vivo. Mol Cell. 2019;74:508–20.e4. doi: 10.1016/j.molcel.2019.02.015. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 152.Liu CX, Li X, Nan F, Jiang S, Gao X, Guo SK, et al. Structure and degradation of circular RNAs regulate PKR activation in innate immunity. Cell. 2019;177:865–80.e21. doi: 10.1016/j.cell.2019.03.046. [DOI] [PubMed] [Google Scholar]
  • 153.Chen X, Yan CC, Zhang X, You ZH. Long non-coding RNAs and complex diseases: from experimental results to computational models. Brief Bioinform. 2017;18:558–76. doi: 10.1093/bib/bbw060. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 154.Chen X, Xie D, Zhao Q, You ZH. MicroRNAs and complex diseases: from experimental results to computational models. Brief Bioinform. 2019;20:515–39. doi: 10.1093/bib/bbx130. [DOI] [PubMed] [Google Scholar]
  • 155.Chen X, Sun LG, Zhao Y. NCMCMDa: miRNA-disease association prediction through neighborhood constraint matrix completion. Brief Bioinform. 2021;22:485–96. doi: 10.1093/bib/bbz159. [DOI] [PubMed] [Google Scholar]
  • 156.Dong R, Zhang XO, Zhang Y, Ma XK, Chen LL, Yang L. CircRNA-derived pseudogenes. Cell Res. 2016;26:747–50. doi: 10.1038/cr.2016.42. [DOI] [PMC free article] [PubMed] [Google Scholar]

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