Circular RNAs (circRNA) are a class of covalently closed single-stranded RNAs that have been implicated in cancer progression. Here we identify circNDUFB2 to be downregulated in non-small cell lung cancer (NSCLC) tissues, and to negatively correlate with NSCLC malignant features. Elevated circNDUFB2 inhibits growth and metastasis of NSCLC cells. Mechanistically, circNDUFB2 functions as a scaffold to enhance the interaction between TRIM25 and IGF2BPs, a positive regulator of tumor progression and metastasis. This TRIM25/circNDUFB2/IGF2BPs ternary complex facilitates ubiquitination and degradation of IGF2BPs, with this effect enhanced by N6-methyladenosine (m6A) modification of circNDUFB2. Moreover, circNDUFB2 is also recognized by RIG-I to activate RIG-I-MAVS signaling cascades and recruit immune cells into the tumor microenvironment (TME). Our data thus provide evidences that circNDUFB2 participates in the degradation of IGF2BPs and activation of anti-tumor immunity during NSCLC progression via the modulation of both protein ubiquitination and degradation, as well as cellular immune responses.
Lung cancer is one of the most commonly diagnosed cancer and the leading cause of cancer deaths in most countries1. Non-small cell lung cancer (NSCLC) represents approximately 85% of lung cancer cases, including lung adenocarcinoma (LUAD), lung squamous cell carcinoma (LUSC), and large cell carcinoma histologic subtypes2,3. Despite advances in treatment of NSCLC, overall cure and survival rate for the patients remain low4. It is necessary to explore and understand molecular mechanism of development and progression for NSCLC to improve the outcome of patients with NSCLC.
circular RNAs (circRNAs) comprise a class of regulatory RNAs with a covalently closed single-stranded loop conformation that are produced by precursor mRNA (pre-mRNA) backsplicing of exons5,6,7. Recent studies have shown that circRNAs are involved in multiple biological processes, such as autoimmune disease8,9, brain development10, and tumorigenesis11. The landscape and action of circRNAs have been widely reported in various types of cancer, suggesting circRNAs may be potential biomarkers or therapeutic targets12,13,14,15,16. In lung cancer, circPRKCI increases the level of E2F7 by competitively binding to both miR-545 and miR-589, and finally promotes tumorigenesis of LUAD17. circTP63 promotes cell proliferation of LUSC by competitively sponging to miR-873-3p and upregulating FOXM1 (ref. 18). However, mechanism of circRNAs reported in these papers mainly focuses on the role of them by acting as miRNA sponges. Further insight into the role and mechanism of circRNAs for NSCLC may contribute to understand the development and progression of NSCLC.
Insulin-like growth factor 2 mRNA-binding proteins (IGF2BPs) belong to an evolutionally conserved family of RNA-binding oncofetal proteins, including IGF2BP1, IGF2BP2, and IGF2BP3 in the human genome19. The similarities of these three IGF2BP proteins canonical structures confer them similar biochemical functions20. IGF2BPs are highly expressed in the embryonic tissues and with low expression in adult tissues, in contrast become increased or de novo synthesized in several malignant cancers19. IGF2BPs are upregulated in NSCLC and a high level of them predicts poor prognosis. Overexpression of them promotes tumor growth and metastasis21. Function and mechanism of IGF2BPs involved in tumor progression have been characterized; however, degradation mechanism of IGF2BP proteins is still unclear.
Recent study has shown that cia-cGAS binds cGAS to block the enzymatic activity of it, and protects dormant LT-HSCs from cGAS-mediated exhaustion9. A subset of circRNAs with double-stranded structure prefers to bind and suppress activation of protein kinase R (PKR), thereby inhibiting innate immune responses8. Transfection of certain artificial circRNAs into cells leads to innate immunity gene expression that confers protection against viral infection22. In vitro-generated circRNA inhibits OVA-expressing tumors growth through serving as vaccine adjuvant to induce antigen-specific T cell activation and antibody production23. However, behavior and mechanism of immune responses induced by circRNAs in NSCLC development and progression have not been reported.
In the present study, we identify a circRNA derived from NDUFB2, hsa_circ_0007518 designated as circNDUFB2, by analyzing expression profiles of circRNAs in NSCLC. circNDUFB2 is frequently downregulated in NSCLC compared with matched adjacent nontumorous tissues, and decrease of QKI contributes to the downregulation of circNDUFB2. Functionally, circNDUFB2 inhibits NSCLC progression through destabilizing IGF2BPs and activating anti-tumor immunity. Our data suggest that circNDUFB2 may exert as a potential tumor suppressor to involve in NSCLC progression.
circNDUFB2 is downregulated in NSCLC
We analyzed expression profiles of circRNAs in three paired samples of NSCLC by Arraystar Human Circular RNA Microarray which contains 5396 probes specific for human circRNAs backsplice junction region. A total of 109 dysregulated circRNAs were identified in NSCLC tissues (GEO accession number: GSE158695, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE158695) (Supplementary Data 1), of which 33 circRNAs were upregulated and 76 circRNAs were downregulated (Fig. 1a). We confirmed the differential expression of the top five dysregulated circRNAs in other 52 paired samples of NSCLC by quantitative reverse transcription PCR (qRT-PCR). Results showed that hsa_circ_0007518 which derived from NDUFB2, designated as circNDUFB2, was the most significantly downregulated circRNA (with average fold change of −8.82, P < 0.0001) in these five candidate circRNAs (Fig. 1b and Supplementary Fig. 1). We next analyzed correlation between circNDUFB2 expression and clinicopathologic features in patients with NSCLC and found that high expression of circNDUFB2 was negatively associated with tumor size, lymph node metastasis, and stage in NSCLC patients (Supplementary Table 1). Our results indicate that circNDUFB2 is frequently downregulated in NSCLC, and it negatively correlates with NSCLC malignant features.
Characteristics of circNDUFB2 in NSCLC cells
circNDUFB2 is generated from the exons 2–3 of NDUFB2 gene with a length of 249 nt. The backsplice junction site of circNDUFB2 was amplified using divergent primers and confirmed by Sanger sequencing (Fig. 1c). The sequence is consistent with circBase database annotation (http://www.circbase.org/). PCR analysis showed that circNDUFB2 could be amplified by divergent primers in cDNA reverse-transcribed from random hexamers, but not oligo(dT)18 primers (Fig. 1d). Additionally, no product could be amplified from genomic DNA (Fig. 1d). Resistance to digestion with RNase R exonuclease confirmed that circNDUFB2 harbors a closed loop structure (Fig. 1e). Treatment by Actinomycin D showed that circNDUFB2 was stable in comparison to NDUFB2 mRNA (Fig. 1f). Nuclear and cytoplasmic fractionation as well as fluorescence in situ hybridization (FISH) examination revealed that circNDUFB2 was predominantly localized in the cytoplasm (Fig. 1g, h). These results demonstrate that circNDUFB2 is a bona fide circRNA.
QKI promotes the biogenesis of circNDUFB2 in NSCLC cells
The biogenesis of circRNAs in cells can be regulated both co- and post-transcriptionally5,7. Both circNDUFB2 and NDUFB2 were derived from NDUFB2 pre-mRNA, while NDUFB2 mRNA was slightly upregulated in NSCLC (Supplementary Fig. 2a). Therefore, we speculated that downregulation of circNDUFB2 occurs post-transcriptionally in NSCLC. The biogenesis of exon-derived circRNAs can be modulated by RNA-binding proteins post-transcriptionally13,24,25. We hypothesized that the downregulation of circNDUFB2 may be resulted from the decrease of certain RNA-binding proteins which are involved in generating circRNAs. The RNA-binding protein quaking (QKI) promotes circRNAs biogenesis via binding to intronic QKI response elements (QRE) flanking circRNA-forming exons25. QRE is a bipartite consensus sequence NACUAAY-N1–20-UAAY, which contains a core sequence NACUAAY (Y, pyrimidine) and a half-site UAAY separated by 1–20 nt26,27. We found QKI was significantly downregulated in NSCLC (Supplementary Fig. 2b). Furthermore, we searched for sequences that match potential QRE in the introns flanking the circNDUFB2-forming exons. Two putative QREs were located in upstream and downstream of the circNDUFB2-forming splice sites, respectively (Supplementary Fig. 2c). Next, we performed RNA immunoprecipitation (RIP) assay and confirmed QKI indeed bound to the putative QRE in NDUFB2 pre-mRNA (Supplementary Fig. 2d). Moreover, circNDUFB2 could be upregulated by QKI overexpression in NSCLC cells (Supplementary Fig. 2e). These data indicate that QKI binds to introns flanking the circNDUFB2-forming exons of NDUFB2 pre-mRNA to promote circNDUFB2 formation.
circNDUFB2 inhibits NSCLC progression
To study the role of circNDUFB2 in NSCLC progression, we tested the endogenous expression of circNDUFB2 in eight cell lines (Supplementary Fig. 3a). Furthermore, we constructed circNDUFB2 overexpression plasmid (Supplementary Fig. 3b), and confirmed circNDUFB2 was overexpressed accurately and efficiently in NSCLC cells (Supplementary Fig. 3c, d). circNDUFB2 overexpression did not alter the mRNA and protein levels of NDUFB2 (Supplementary Fig. 3e, f). These results indicate that NDUFB2 is unaffected by circNDUFB2. Next, northern blotting analysis showed that exon circularization efficiency in the circNDUFB2 overexpression vector is 56 and 53% in A549 cells and H1299 cells, respectively (Supplementary Fig. 3g). For circNDUFB2 knockdown, four siRNAs specifically targeting the backsplice junction region were designed. si-circNDUFB2#1 and si-circNDUFB2#4 successfully silenced circNDUFB2 and did not alter the mRNA levels of NDUFB2 in NSCLC cells. si-circNDUFB2#2 and si-circNDUFB2#3 reduced the mRNA levels of NDUFB2 (Supplementary Fig. 3h); it is likely due to the off-target effect caused by the partial similarity between circNDUFB2 and NDUFB2 mRNA sequences. Therefore, si-circNDUFB2#1 and si-circNDUFB2#4 were selected for the following loss-of-function assays of circNDUFB2.
Subsequently, in vitro studies showed that circNDUFB2 overexpression significantly suppressed proliferation, migration, and invasion of NSCLC cells (Fig. 2a, c, e), and circNDUFB2 knockdown remarkably promoted these phenotypes (Fig. 2b, d, f and Supplementary Fig. 3i, j). Moreover, in vivo experiments showed that circNDUFB2 overexpression could markedly inhibit tumorigenicity and metastasis of NSCLC cells (Fig. 2g, h and Supplementary Fig. 3k). qRT-PCR analysis confirmed circNDUFB2 overexpression in subcutaneous tumor tissues (Supplementary Fig. 3l). The tumor tissues with circNDUFB2 overexpression had lower expression of Ki67 and PCNA than the vector group (Supplementary Fig. 3m). To further confirm the phenotypes of circNDUFB2 overexpression that were caused by circNDUFB2 instead of linear by-products from the pZW1-FCS-circNDUFB2, we constructed a linear-NDUFB2 vector (pZW1-FCS-linearNDUFB2) by deleting the upstream complementary sequences in pZW1-FCS-circNDUFB2 plasmid. We found that pZW1-FCS-circNDUFB2 produced both circNDUFB2 and linear-NDUFB2, whereas the pZW1-FCS-linearNDUFB2 only produced linear-NDUFB2 (Supplementary Fig. 4a). Subsequently, in vitro studies showed that pZW1-FCS-linearNDUFB2 did not affect proliferation, migration, and invasion of NSCLC cells (Supplementary Fig. 4b, c). These data suggest that circNDUFB2 may act as a suppressor in the progression of NSCLC.
circNDUFB2 interacts with IGF2BP1/2/3 in NSCLC cells
To test if circNDUFB2 regulates targets as an miRNA sponge in NSCLC, we conducted RIP assay. Result showed that ciRS-7 (a circRNA binding with AGO2)28 was significantly enriched by the FLAG antibody, but not circNDUFB2 (Supplementary Fig. 5a). This result suggests that circNDUFB2 may not act as a miRNA sponge in NSCLC progression. To explore whether circNDUFB2 exerted function via interacting with proteins, we conducted RNA pull-down assay to identify the proteins associated with it. qRT-PCR analysis confirmed that sense probe for circNDUFB2 could enrich circNDUFB2 efficiently and specifically (Supplementary Fig. 5b). The precipitates in RNA pull-down assay were separated by SDS-PAGE. After silver staining, the sense-specific band at about 65 kDa (red arrow) was excised and analyzed using mass spectrometry (Supplementary Fig. 5c). We found the top three abundant proteins were IGF2BP2, IGF2BP1, and IGF2BP3, respectively (Supplementary Table 3). We then confirmed this result using western blot and RIP analysis (Fig. 3a, b). Notably, AGO2 was not detected in the precipitates (Supplementary Fig. 5d), which further confirmed that circNDUFB2 did not act as a miRNA sponge. In addition, we performed RNA FISH-immunofluorescence analysis and found circNDUFB2 co-localized with IGF2BPs in the cytoplasm (Fig. 3c).
It has been studied that KH domains of IGF2BPs are indispensable for the interactions between IGF2BPs and RNAs20,29. To explore whether KH domains of IGF2BPs are essential for interactions between IGF2BPs and circNDUFB2, we constructed IGF2BPs mutants with mutations of GxxG to GEEG in the KH domains as reported20,29. Mutations in the KH domains distinctly reduced interactions between IGF2BPs and circNDUFB2 (Supplementary Fig. 5e, f). Results showed that circNDUFB2 bound to KH domains of IGF2BPs. Because all three IGF2BPs preferentially bound to the “(U > C)GGAC” consensus20, we identified two potential IGF2BP-binding regions (“CGGACU” and “UGGACA”, yellow background) in circNDUFB2 sequence (Supplementary Fig. 5g). We next conducted circNDUFB2 mutant with mutations of “CGGACU” to “GCCUGA” and “UGGACA” to “ACCUGU” respectively (Supplementary Fig. 5g), and found that mutations in the circNDUFB2 remarkably reduced interactions between IGF2BPs and circNDUFB2 (Fig. 3d). Notably, these two IGF2BP-binding regions contain the “GGAC” N6-methyladenosine (m6A) core motif. IGF2BPs are m6A-binding proteins and the capability of IGF2BPs binding to its targets is largely impaired by reducing the level of m6A in mRNA20. The m6A modification is installed by a multicomponent methyltransferase complex (MTC), which is composed of a core component methyltransferase-like 3 (METTL3) and methyltransferase-like 14 (METTL14) heterodimer. To explore whether interactions between circRNAs and IGF2BPs are regulated via an m6A-dependent manner, we performed m6A RNA immunoprecipitation (MeRIP) of circNDUFB2, and significant enrichment of m6A in circNDUFB2 was observed (Fig. 3e). Knockdown of METTL3 and METTL14 significantly reduced the level of m6A modification in circNDUFB2 and did not alter circNDUFB2 level (Fig. 3e and Supplementary Fig. 5h, i). The interactions between circNDUFB2 and IGF2BPs were remarkably impaired by METTL3/14 knockdown (Fig. 3d). These data reveal that circNDUFB2 physically interacts with three IGF2BPs in an m6A-dependent manner.
circNDUFB2 enhances IGF2BPs ubiquitination and degradation
mRNA levels of IGF2BPs did not significantly change by circNDUFB2 (Supplementary Fig. 5j, k), but protein levels of IGF2BPs were dramatically reduced in circNDUFB2 overexpression and increased in circNDUFB2 knockdown (Fig. 3f, g and Supplementary Fig. 5l). Moreover, circNDUFB2 mutant did not affect protein levels of IGF2BPs (Fig. 3h). Therefore, we speculated that circNDUFB2 may destabilize IGF2BP proteins through interaction. We found that circNDUFB2 overexpression significantly reduced the levels of IGF2BP proteins, which could be restored by MG132, a specific proteasome inhibitor (Fig. 3i). circNDUFB2 significantly increased the ubiquitination levels of IGF2BPs, but this effect was impaired by mutation of it (Fig. 3j). These results demonstrate that circNDUFB2 reduces the stability of IGF2BPs via enhancing ubiquitin/proteasome-dependent degradation.
TRIM25 is the E3 ligase that mediates IGF2BPs ubiquitination
To further identify the E3 ligase for IGF2BPs ubiquitination, we performed mass spectrometry analysis for all precipitates in RNA pull down. Two E3 ligases, TRIM25 and HECTD3, were noticed among 156 potential interacting proteins (Supplementary Data 2). Using western blot assay, we observed that TRIM25 but not HECTD3 was specifically associated with circNDUFB2 (Fig. 4a and Supplementary Fig. 6a). RIP assay further confirmed the association of circNDUFB2 with TRIM25 (Supplementary Fig. 6b). RNA FISH-immunofluorescence analysis showed that circNDUFB2 co-localized with the TRIM25 in the cytoplasm (Fig. 4b).
TRIM25 is a RNA-binding protein and belongs to the Tripartite Motif (TRIM) family of E3 ubiquitin ligases, which catalyzes the addition of polyubiquitin chains to its substrates for degradation30,31,32,33. We performed co-immunoprecipitation (Co-IP) analysis and results showed TRIM25 bound with all three IGF2BPs (Fig. 4c and Supplementary Fig. 6c). Immunofluorescence analysis indicated TRIM25 co-localized with all three IGF2BP proteins in the cytoplasm (Fig. 4d). Interestingly, mRNA levels of IGF2BPs were not affected by TRIM25 (Supplementary Fig. 6d, e), but proteins levels of IGF2BPs were dramatically increased in TRIM25 knockdown and reduced in TRIM25 overexpression, respectively (Fig. 4e, f). Meanwhile, ubiquitination levels of IGF2BPs were dramatically increased in A549 cells with TRIM25 overexpression (Supplementary Fig. 6h–j). These results suggest that TRIM25 is the E3 ubiquitin ligase which interacts with IGF2BP proteins and degrades them via the ubiquitin–proteasome pathway in NSCLC cells.
The RNA-binding activity of TRIM25 is essential for its ubiquitin-ligase activity towards the substrate34. We then constructed a RNA-binding domain (RBD) deletion mutant of TRIM25 (lacking residues 470–508) with FLAG-tagged (termed TRIM25ΔRBD)34, and confirmed that the deletion of RBD in TRIM25 significantly abolished the association between this protein and circNDUFB2 (Supplementary Fig. 6f, g). These results indicate that TRIM25 binding to circNDUFB2 dependents on its RNA-binding activity. Furthermore, TRIM25ΔRBD did not affect protein levels of IGF2BPs (Fig. 4f), and no obvious effect on ubiquitination level of IGF2BPs was detected (Supplementary Fig. 6h–j), suggesting that the intact RBD of TRIM25 is necessary for efficient ubiquitination and degradation of IGF2BPs. Altogether, these results show that TRIM25 promotes IGF2BPs degradation via the ubiquitin–proteasome pathway in NSCLC cells, and RNA-binding activity of TRIM25 is essential for its roles in substrate ubiquitination.
circNDUFB2 enhances interaction between IGF2BPs and TRIM25
It has been shown that TRIM25 uses RNA as a scaffold for efficient ubiquitination of its targets34. We then explored whether ubiquitin-ligase activity of TRIM25 for IGF2BPs is dependent on the presence of circNDUFB2. Loss of circNDUFB2 displayed the notable weaken effects of TRIM25 on the ubiquitination and degradation of IGF2BPs (Fig. 4g and Supplementary Fig. 6k–m). To further verify our data and examine whether circNDUFB2 acts as a scaffold to enhance the binding of TRIM25 with IGF2BPs, we performed Co-IP analysis. Remarkably, associations between TRIM25 and IGF2BPs were enhanced in A549 cells with circNDUFB2 but not circNDUFB2-MUT overexpression (Fig. 4h–j and Supplementary Fig. 6n). Treatment with RNase A (a RNA endonuclease) but not RNase R (a RNA exonuclease) severely destroyed the interactions because of the resistance of circNDUFB2 to RNA exonuclease (Fig. 4h–j and Supplementary Fig. 6n). Furthermore, the ubiquitination of IGF2BPs was significantly reduced upon METTL3/14 knockdown (Supplementary Fig. 6o–q). Taken together, our results suggest that circNDUFB2 functions as a scaffold to enhance the interaction between TRIM25 and IGF2BPs, subsequently facilitates the TRIM25-mediated ubiquitination and degradation of IGF2BPs.
IGF2BPs are functional downstream mediator for circNDUFB2
Because IGF2BPs are oncogenic proteins and circNDUFB2 can reduce the stability of IGF2BPs, we hypothesized that IGF2BPs mediate the effects of circNDUFB2 on NSCLC progression. We found that IGF2BPs overexpression significantly increased the abilities of migration and invasion as well as colony formation in A549 cells (Supplementary Fig. 7a, c). IGF2BPs knockdown remarkably reduced the abilities of migration and invasion as well as colony formation in H1650 cells (Supplementary Fig. 7b, d). These results confirm IGF2BPs are tumor-promoting factors in NSCLC. Subsequently, we observed that IGF2BPs overexpression only partially restored the abilities of migration and invasion as well as colony formation reduced by circNDUFB2 overexpression (Supplementary Fig. 7e, f), indicating that circNDUFB2 exerts a tumor-suppressive role partially through degradation of IGF2BPs. Although circNDUFB2-MUT did not affect protein levels of IGF2BPs (Fig. 3h), it remained inhibitory effects for progression of NSCLC cells (Supplementary Fig. 7g, h). These data suggest that the inhibitory effects of circNDUFB2-MUT may result from other mechanisms of circNDUFB2 in addition to degrading IGF2BPs.
circNDUFB2 triggers immune defense response in NSCLC cells
In order to investigate signaling pathways involved in circNDUFB2, unbiased transcriptome profiling was performed using RNA-sequencing (RNA-seq). Results showed that circNDUFB2 overexpression affected expression levels of 934 genes, of which 743 genes were upregulated and 191 genes were downregulated (GEO accession number: GSE156607, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE156607) (Fig. 5a and Supplementary Data 3). Gene ontology biological processes (GO_BP) and KEGG pathways enrichment analysis showed that circNDUFB2 triggered immune defense and type I interferons (IFNs) signaling (Fig. 5b). Consistently, gene set enrichment analysis (GSEA) also showed that signaling pathways of target genes involved in immune responses (Fig. 5c). We confirmed a panel of immune gene expression was upregulated in NSCLC cells with circNDUFB2 overexpression (Fig. 5d), whereas circNDUFB2 knockdown reduced the levels of these gene in NSCLC cells (Fig. 5e). In addition, pZW1-FCS-linearNDUFB2 did not stimulate immune defense response in NSCLC cells (Supplementary Fig. 8a). These results indicated that overexpression of circNDUFB2, rather than its linear RNA fragment with the identical sequence, led to upregulation of immune genes. Enzyme-linked immunosorbent assays (ELISAs) confirmed that circNDUFB2 overexpression dramatically increased the levels of CXCL10, CXCL11, CCL5, and IFNβ in cell culture supernatants, and circNDUFB2 knockdown reduced the levels of these cytokines in cell culture supernatants (Fig. 5f, g). These results demonstrate that circNDUFB2 elicits immune responses in NSCLC cells.
RIG-I is essential for circNDUFB2-induced immune responses
RIG-I-like receptor (RLR) family comprises retinoic acid-inducible gene-I (RIG-I) and melanoma differentiation-associated protein 5 (MDA5), as well as laboratory of genetics and physiology 2 (LGP2), recognizes viral RNAs in the cytoplasm and triggers innate immune responses against viral infection through the production of IFNs and proinflammatory cytokines35,36,37,38,39,40,41,42. Recently, it has been reported that exogenous circRNAs potently stimulate immune signaling which is mediated by RIG-I (ref. 22). Our data from qRT-PCR analysis showed that RIG-I but not MDA5 knockdown abrogated immune responses induced by circNDUFB2 overexpression (Fig. 6a and Supplementary Fig. 8b). We also noticed RIG-I was upregulated by circNDUFB2 (Fig. 6a and Supplementary Fig. 8b). To investigate association between circNDUFB2 and RIG-I, we next performed RIP assay and RNA FISH-immunofluorescence experiments. Results showed that circNDUFB2 bound with RIG-I (Fig. 6b), and they were co-localized in the cytoplasm (Supplementary Fig. 8c). After circNDUFB2 overexpression, the expression of immune genes in A549 cells with or without RIG-I knockdown was further analyzed by western blot. Results showed that protein levels of RIG-I, IRF7, IFNβ, and TNF were significantly upregulated by circNDUFB2, and protein levels of P65 and IRF3 did not affect by circNDUFB2 (Fig. 6c). Meanwhile, p-P65, p-IRF3, p-STAT1, and p-STAT2 were significantly increased by circNDUFB2 (Fig. 6c). Data also showed that circNDUFB2 promoted translocation of IRF3 and P65 into the nucleus (Fig. 6d). Furthermore, immunofluorescence analysis confirmed that circNDUFB2 promoted phosphorylation of IRF3, and subsequently triggered it to translocate into the nucleus (Supplementary Fig. 8d). More importantly, RIG-I knockdown significantly abolished the upregulation of protein levels or phosphorylation levels of these genes as well as nuclear translocation of IRF3 and P65 induced by circNDUFB2 in A549 cells (Fig. 6c, d and Supplementary Fig. 8d). Next, we performed ELISAs to measure the level of cytokines in cell culture supernatants and found that RIG-I knockdown significantly abrogated the induction of CXCL10, CXCL11, CCL5, and IFNβ (Fig. 6e). To explore whether RIG-I binds circNDUFB2 at m6A modification sites, we performed RNA pull-down assay in NSCLC cells with circNDUFB2 or circNDUFB2 mutant (Fig. S5g). We noticed that mutation of m6A modification site in circNDUFB2 did not affect its interaction with RIG-I (Supplementary Fig. 8e). Consistently, the expression level of anti-tumor immune-related genes has no significant difference between circNDUFB2 and circNDUFB2 mutant (Supplementary Fig. 8f). The above results suggest a pivotal role for RIG-I in mediating immune responses of circNDUFB2 in NSCLC cells, and circNDUFB2-elicited immune response is not dependent on m6A modification in circNDUFB2.
In the absence of RNA ligand, RIG-I adopts an auto-repressed conformation that prevents the N-terminal caspase recruitment domains (CARDs) from signaling36,41,43. Therefore, we hypothesized that circNDUFB2 may activate RIG-I through facilitating its CARDs release and keeping RIG-I in an active form. We performed Co-IP to detect interaction between CARDs (FLAG-CARD) and helicase domain (HA-ΔCARD) of RIG-I. Results showed that circNDUFB2 inhibited interaction between CARDs and helicase domain of RIG-I (Fig. 6f). Furthermore, circNDUFB2 enhanced the interaction of CARDs with mitochondrial anti-viral signaling protein (MAVS) (Fig. 6f). These results suggest that circNDUFB2 may activate RIG-I through destabilizing intramolecular interaction between CARDs and its helicase domain, and keeping RIG-I in an active form and subsequently eliciting the activation of RIG-I-MAVS signaling cascades.
Immune responses of circNDUFB2 inhibit NSCLC progression
RIG-I knockdown partially restored the abilities of colony formation as well as migration and invasion reduced by circNDUFB2 overexpression (Supplementary Fig. 9a, b). However, the inhibitory effects induced by circNDUFB2 mutant could be completely restored by RIG-I knockdown (Supplementary Fig. 9c, d). These data suggest that besides IGF2BPs, RIG-I-mediated immune response also plays important roles in inhibitory effects of circNDUFB2 on NSCLC progression.
To explore whether circNDUFB2 has potential to stimulate immune responses and then recruit immune cells into tumor microenvironment (TME), LLC1 (LL/2, a murine lung carcinoma cell line) cells with or without circNDUFB2 overexpression were delivered into C57BL/6 mice by subcutaneous injection. Three weeks later, we found circNDUFB2 overexpression markedly inhibited the tumorigenicity of LLC1 cells in vivo (Fig. 6g), and the level of IFNβ in serum was significantly increased in the mice with circNDUFB2-overexpressed LLC1 cells (Fig. 6h). Moreover, the infiltration of CD8+ T cells and DCs was detected in the tumor tissues dissected from these mice, and circNDUFB2 overexpression significantly increased the frequency of CD8+ T cells and DCs in the TME (Fig. 6i and Supplementary Fig. 9e, f). Finally, we analyzed correlations between circNDUFB2 and RIG-I or IFNβ in the tumorous tissues of 52 NSCLC patients. Results showed that circNDUFB2 was positively correlated with RIG-I and IFNβ (Fig. 6j). The above results indicate that immune response of circNDUFB2 mediated by RIG-I inhibits tumor progression.
circNDUFB2 inhibits NSCLC progression in a dual-role pattern
To further verify whether circNDUFB2 inhibits NSCLC progression via destabilizing IGF2BPs and activating innate immunity, we performed colony formation assays as well as migration and invasion assays to measure the restoring effects of IGF2BPs and RIG-I on A549 cells. Results displayed that IGF2BPs overexpression together with RIG-I knockdown could significantly and completely restore inhibitory effects of circNDUFB2 overexpression on A549 cells (Supplementary Fig. 9g, h). These data suggest that both IGF2BPs and RIG-I are crucial mediators for the inhibitory effects of circNDUFB2 on NSCLC progression. Finally, we calculated the copy numbers of IGF2BPs, RIG-I and circNDUFB2 in NSCLC cells by absolute quantification8,43 (Supplementary Fig. 9i, j). We measured 2221 or 1842 copies of IGF2BPs per A549 cell or per H1299 cell, respectively. circNDUFB2 calculation suggest that each A549 cell contained 151 copies of circNDUFB2 and each H1299 cell contained 206 copies of circNDUFB2. The long half-life of circNDUFB2 makes it work longer as a functional molecule and each circNDUFB2 contains two IGF2BP-binding motifs, although the copy number of circNDUFB2 is far less than IGF2BPs, circNDUFB2 still has the capacity to bind a portion of IGF2BPs and thus promote the degradation of IGF2BPs. Moreover, results also showed each A549 cell and each H1299 cell contained 50 and 286 copies of RIG-I, respectively. Considering that RIG-I mediated anti-tumor immunity and circNDUFB2 could upregulate RIG-I expression (Fig. 6a, c), the upregulation of RIG-I by circNDUFB2 might constitute a positive feedback loop to elicit robust anti-tumor immunity. These results suggest that the downregulation of circNDUFB2 in NSCLC not only enhance IGF2BPs stability but also contribute to immune evasion.
circRNAs are first discovered more than 40 years ago; however, they are usually considered as by-products generated by aberrant splicing events with little functional potential7. With the advances of high-throughput RNA-sequencing and circRNAs-specific bioinformatics algorithms, a large number of circRNAs have been identified in eukaryotes, and some of them have been implicated in tumor progression11,12. In this study, we identify circNDUFB2 is frequently downregulated in NSCLC tissues, and decrease of QKI contributes to the downregulation of circNDUFB2. circNDUFB2 not only promotes IGF2BPs ubiquitination degradation by forming TRIM25/circNDUFB2/IGF2BPs ternary complex, but also triggers cellular immune responses by activating RIG-I. We first report that circNDUFB2 inhibits NSCLC progression via destabilizing IGF2BPs and activating immune responses.
Increasing evidences indicate that expression level of circRNA was associated with clinicopathologic features in tumor patients13,18. We found decreased circNDUFB2 in NSCLC tissues was significantly correlated with larger tumor size and lymph node metastasis as well as higher stage in NSCLC patients (Supplementary Table 1). However, we noticed most of the patients (36/52) were nonsmokers in our study. The smoking status in our cohort was different from what is typically seen in lung cancer that 90% of male and 79% of female lung cancers were attributable to tobacco smoking2,44. Therefore, whether expression of circNDUFB2 is associated with smoking status in NSCLC patients needs further investigation by expanding the sample size of the cohort. Moreover, oncogenic driver mutations or gene rearrangements are commonly observed in NSCLC. Variant allele frequencies for somatic mutations have shown that mutation in the epidermal growth factor receptor (EGFR) gene is usually present within NSCLC patients. Frequency of EGFR-activating mutation is 27% in LUAD and 9% in LUSC.2 However, the correlation between EGFR mutational status and circNDUFB2 is unknown and needs to be studied in the future.
In NSCLC, most studies focus on the role of circRNAs as miRNA sponges17,18. In this study, we demonstrated that circNDUFB2 exerted its function not through ceRNA mechanism, but through reducing stability of IGF2BPs by forming TRIM25/circNDUFB2/IGF2BPs ternary complex (Figs. 3 and 4 and Supplementary Figs. 5–7). IGF2BPs promote growth and metastasis of various types of cancer via enhancing mRNA stability or translation of oncogenic factors19,20,45,46,47; however, little is known about the degradation of IGF2BP proteins. Here, our findings first expose that circNDUFB2 functions as a scaffold to facilitate the TRIM25-mediated ubiquitination of IGF2BPs. We found TRIM25 exerted its ubiquitin-ligase activity dependent on its RNA-binding activity (Fig. 4f and Supplementary Fig. 6h–j), and circNDUFB2 was necessary for efficient ubiquitination of IGF2BPs by TRIM25 (Fig. 4g and Supplementary Fig. 6k–m). Our data provide a previously unrecognized mechanism for IGF2BPs degradation and novel evidences for circRNAs participating in protein metabolism.
N6-methyladenosine is the most abundant and reversible internal modification in mRNAs and circRNAs48,49; recent studies have shown that m6A modification participates in circRNAs metabolism50,51. As m6A reader, IGF2BPs bind to thousands of target RNAs, and the capability of IGF2BPs binding to its targets can be affected by the level of m6A modification in RNAs20. In this study, we revealed that m6A modification enriched in circNDUFB2 (Fig. 3e). The level of m6A modification in circNDUFB2 impacted the strength of circNDUFB2 binding to IGF2BPs (Fig. 3d, e), and then affected ubiquitin-ligase activity of TRIM25 for IGF2BPs (Supplementary Fig. 6o–q). Our results develop the knowledge about the effects of m6A modification on circRNAs function.
Recent study suggests that exogenous circRNA acts as a vaccine adjuvant to increase the efficacy of the vaccine and induces antigen-specific T cell activation23. These data denote the function of circRNA in activating cellular immune response, whereas how circRNA triggers immune responses in cancer cells need to further explore. Here, we exhibited circNDUFB2 triggered immune defense response in NSCLC cells (Fig. 5). Our results showed circNDUFB2 was recognized by RIG-I but not MDA5 (Fig. 6a and Supplementary Fig. 8b). Probably, it is due to the fact that the length of circNDUFB2 is 249 nt, and RIG-I is preferentially activated by short dsRNAs (<300 bp), whereas MDA5 is preferentially activated by longer dsRNAs (>4 kbp)52. circNDUFB2 bound with RIG-I and activated it through destabilizing intramolecular interaction between CARDs and its helicase domain, and subsequently enhanced interaction of CARDs with MAVS (Fig. 6f). After activation of RIG-I–MAVS pathway, a phosphorylation cascade allowed signal transmission to lead to activation of IRF3 and NF-κB, and they translocated into the nucleus to drive transcription of IFNs and chemokines (Fig. 6c–e and Supplementary Fig. 8d). Immune cells, such as CD8+ T cells and DCs, were recruited into the TME by the secretion of chemokines (Fig. 6i and Supplementary Fig. 9e, f). We found that IFNs activated the Jak/STAT pathway in an autocrine and paracrine manner and drived transcription of interferon-stimulated genes (ISGs) (Fig. 6a, c). Both RIG-I and IRF7 belong to ISGs that can be induced by IFNs36,53. RIG-I and IRF7 were indispensable in immune signaling transmission for circNDUFB2, and the induction of RIG-I and IRF7 by circNDUFB2 may constitute a positive feedback loop and provoke robust cellular immune responses (Fig. 7). Based on these in vitro and in vivo experiments, we first report that circNDUFB2 participates in the infiltration of immune cells into TME and regulation of NSCLC progression. Our findings broaden the understanding of mechanism in circRNAs activating anti-tumor immunity.
In conclusion, circNDUFB2 participates in degradation of IGF2BPs and it is a previously unknown natural agonist for RIG-I in cells. We broaden the knowledge of circRNAs action in NSCLC progression. This study implies that circNDUFB2, as a potent agonist of RIG-I, may have attractive translational potential for the immunotherapy of NSCLC.
In total, 55 paired primary NSCLC tumorous tissues (T) and adjacent nontumorous tissues (N) were collected from patients who had undergone surgery at Shanghai Chest Hospital (Shanghai, China). All paired samples of tumorous and nontumorous tissues were confirmed by two pathologists independently. Among them, three paired samples of tumorous and adjacent nontumorous tissues were used for microarray analysis, and other 52 paired samples for qRT-PCR verification. All samples were all stored at −80 °C until use. The detailed clinicopathological characteristics are described in Supplementary Tables 1 and 2. All tissue specimens were collected from July 2013 to September 2014 with the consent of patients and approved by Ethics Committee of the Shanghai Chest Hospital.
Mice and cell lines
Female BALB/c nude mice (BALB/cAnNShjhnu) and C57BL/6 mice (C57BL/6JShjh) (6–8 weeks old) were purchased from Shanghai Jihui Laboratory Animal Care Co., Ltd (Shanghai, China) and maintained under SPF conditions in a controlled environment of 20–22 °C, with a 12/12 h light/dark cycle, 50–70% humidity, and food and water provided ad libitum. The small animal euthanasia equipment was used for animal euthanasia. Mice were put into the euthanasia chamber filling with 99.9% of CO2 gas for 10 min. All animal experiments were performed under approval by the Shanghai Medical Experimental Animal Care Commission.
All of human NSCLC cell lines (A549, H1299, HCC827, H1975, H1703, H460, and H1650), human bronchial epithelial cell line (BEAS-2B), and murine lung carcinoma cell line (LLC1) were purchased from the American Type Culture Collection (ATCC). A549 cells were cultured in F-12K medium (Gibco) with 10% FBS (Gbico). H1299, HCC827, H1975, H1703, H460, and H1650 cells were cultured in RPMI-1640 medium (Gibco) with 10% FBS. BEAS-2B cells were cultured in BEGM medium (Gibco) with 10% FBS. LLC1 cells were cultured in DMEM medium (Gibco) with 10% FBS. They were all cultured at 37 °C with 5% CO2.
The sample preparation and microarray hybridization were performed based on the Arraystar’s standard protocols. Briefly, total RNAs isolated from each sample were amplified and transcribed into fluorescent cRNA utilizing random primer according to Arraystar’s Super RNA Labeling protocol (Arraystar Inc.). The labeled cRNAs were hybridized onto the Arraystar Human Circular RNA Microarray V1.0 (6x7K, Arraystar), which contains 5396 probes specific for human circular RNAs backsplice junction region. After having washed the slides, the arrays were scanned by the Axon GenePix 4000B microarray scanner. Scanned images were then imported into GenePix Pro 6.0 software (Axon) for grid alignment and data extraction. Quantile normalization and subsequent data processing were performed using the R software package. Significant differential expressed circRNAs were screened by fold change > 2 or < −2 and P value < 0.05.
RT-PCR and qRT-PCR
RNA was reverse-transcribed using HiScript II Q RT SuperMixfor qPCR (+gDNA wiper) (Vazyme, Nanjing, China). AceQ qPCR SYBR Green Master Mix (Vazyme, Nanjing, China) was used for qRT-PCR. The circRNA and mRNA levels were normalized by GAPDH. Oligonucleotides sequences are listed in Supplementary Data 4.
RNase R treatment
Two micrograms of total RNA was incubated 30 min at 37 °C in the absence or presence of 5 U/μg RNase R (Epicentre Technologies, Madison, WI, USA), and the resulting RNA was subsequently purified by RNeasy MinElute Cleaning Kit (Qiagen), and then analyzed by qRT-PCR.
Actinomycin D assays
A549 cells and H1650 cells were seeded in six-well plates (5 × 105 cells per well). Twenty-four hours later, cells were exposed to 2 μg/ml Actinomycin D (Sigma) and collected at indicated time points. The RNA stability was analyzed using qRT-PCR and normalized to the values measured in the mock treatment group (the 0 h group).
Vector construction and cell transfection
A sketch structure of circNDUFB2 overexpression and empty vector plasmid construction were shown (Supplementary Fig. 3b). Briefly, for circNDUFB2 overexpression version, circNDUFB2 with its flanking introns (20 nt upstream and downstream intron sequence, respectively) was amplified from cDNAs reverse-transcribed from 293 T cells, and PCR product was cloned into the XhoI/AflII-digested pZW1-FCS-circRNA vector (Addgene: 73449, a gift from Ling-Ling Chen, Shanghai Institute of Biochemistry and Cell Biology) using the Peasy-Uni Seamless Cloning and Assembly Kit (Transgen, Beijing, China). For the mutant version of circNDUFB2, the sequence of “CGGACU” or “UGGACA” (in yellow background) was replaced with “GCCUGA” or “ACCUGU” (in blue background), respectively, using the Fast Mutagenesis Kit V2 (Vazyme, Nanjing, China) (Supplementary Fig. 5g). For the empty vector version, 20 nt upstream and downstream flanking intron sequence of circNDUFB2 was synthesized and cloned into the XhoI/AflII-digested pZW1-FCS-circRNA vector as mentioned above.
The transfection of siRNAs and plasmids was performed using the Lipofectamine 3000 kit (Invitrogen) according to the manufacturer’s instructions. The siRNA sequences are listed in Supplementary Data 4.
In vitro cell behavior assays
For the cell proliferation assay, 1 × 103 cells were seeded in 100 μl complete culture media in 96-well plates for various time periods. Cell Counting Kit-8 assay (Dojindo Laboratories, Kumamoto, Japan) was performed to measure cell viability according to the manufacturer’s instructions. For colony formation assay, 500 cells were seeded in 2 ml complete culture media in six-well plates for 10 days. After 10 days, colonies were stained using Crystal Violet and counted. For migration and invasion assays, transwell filter champers (Costar, Corning, NY) with or without Matrigel (BD Biosciences) were used according to the manufacturer’s instructions. Cells migrated through the membrane were fixed, stained, and counted under a light microscope.
In vivo tumorigenesis and metastasis assays
For xenograft experiments, 6–8-week-old female BALB/c nude mice were used. A549 cells were transfected with the pZW1-FCS-circNDUFB2 plasmid or pZW1-FCS-Vector plasmid, and selected with G418 (800 μg/ml) for 4 weeks, and then 2 × 106 A549 cells were subcutaneously injected into the right flank of each mouse. When a tumor was palpable, it was measured using a caliper every week, and its volume was calculated according to the formula volume = length × width2 × 0.5. The early end point was defined as the time at which a progressively growing tumor volume reached 1500 mm3. For the tail vein metastases model, 1 × 106 A549 cells were injected into the tail vein of nude mice. Mice were euthanatized when they experienced lost more than 15% of their total body weight or failed to thrive. The lung tissues were dissected and fixed with 4% phosphate-buffered neutral formalin. Lung tissues were analyzed by H&E staining.
For C57BL/6 mice xenograft experiments, 6–8-week-old female C57BL/6 mice were used. LLC1 cells were transfected with the pZW1-FCS-circNDUFB2 plasmid or pZW1-FCS-Vector plasmid, and selected with G418 (800 μg/ml) for 4 weeks, and then 2 × 105 LLC1 cells with or without circNDUFB2 overexpression were injected into the right flank of each mouse. The mice were euthanatized when the tumor volume reached 1500 mm3. The tumors were dissected, and lymphocyte infiltration was detected by flow cytometry and IHC.
RNA FISH-immunofluorescence microscopy
To detect co-localization of circNDUFB2 with indicated proteins, A549 cells were fixed, permeabilized, and prehybridized. Subsequently, hybridization using Cy-3-conjugated circNDUFB2 probes was performed at 37 °C in the dark overnight, and cells were rinsed in SSC buffer at 42 °C. Then the cells were incubated with the blocking buffer (PBST containing 5% bovine serum albumin) for 30 min at room temperature. Subsequently, the cells were incubated with primary antibody (1:200 dilution) for 1 h at room temperature, which was followed by a reaction with Alexa Fluor 594- or 488-conjugated secondary antibodies (1:200 dilution; Cell Signaling Technology) and DAPI (Vector Laboratories) for 30 min. The images were obtained using a confocal microscope. Antibody information is listed in Supplementary Table 4.
Western blot analysis
An equal amount of total protein lysates (20 μg) was separated by 6–15% SDS-PAGE and transferred onto a PVDF membrane. After blocking for nonspecific binding, the membranes were incubated with primary antibody (1:1000 dilution) overnight at 4 °C, followed by an incubation with secondary antibody (1:5000 dilution; Bioword) 1 h at room temperature. Bands were detected by a Bio-Rad ChemiDoc XRS system. Antibody information is listed in Supplementary Table 4.
Measurement of protein molecular number
A serial dilution of purified recombinant protein was used for western blot to generate the standard curve. The mass of interest protein in a known number of cells was quantitated from the standard curve. Western blot signal intensities were quantified using the ImageJ program. The protein molecular weight was calculated by Protein Molecular Weight Calculator from the following website (http://endmemo.com/bio/promw.php). Purified recombinant RIG-I and IGF2BP2 proteins were from Abcam, and IGF2BP1 and IGF2BP3 proteins were from RayBiotech.
Measurement of circRNA copy number
A serial dilution of purified RT-PCR products of circNDUFB2 was used for qRT-PCR to generate the standard curve. The copy number of the diluted DNA template was calculated by the DNA/RNA Copy Number Calculator from the following website http://endmemo.com/bio/dnacopynum.php. To measure the circNDUFB2 copy per cell, total RNA extracted from 1 × 106 A549 cells or H1299 cells were reversely transcribed into cDNAs, and aliquots of cDNA from 10,000 cells were further used for qRT-PCR. The copy number of circNDUFB2 was quantitated from the standard curve.
Northern blotting analysis
Northern blotting was performed according to the manufacturer’s protocol (DIG Northern Starter Kit, Roche). In brief, 10 μg of total RNA was loaded on a 1% agarose gel and transferred to a Hybond-N+ membrane (Amersham) and UV-crosslinked using the standard manufacturer’s protocol. Membrane was then hybridized with a specific Dig-labeled probe. Northern blotting probe is listed in Supplementary Data 4.
RNA pull-down assays
For RNA pull-down assay, 1 × 107 cells were washed in ice-cold PBS, lysed in 500 μl co-IP buffer (Thermo Scientific) supplemented with a cocktail of proteinase inhibitors, phosphatase inhibitors, and RNase inhibitor (Invitrogen), and then incubated with 3 μg biotinylated DNA oligo probes against circNDUFB2 backsplice junction region (sense) or corresponding complementary probes (antisense) for 2 h at room temperature. A total of 50 μl washed Streptavidin C1 magnetic beads (Invitrogen) were added to each binding reaction and further incubated for another hour at room temperature. The beads were washed briefly with co-IP buffer for five times. Finally, the retrieved proteins were used for mass spectrometry or western blot analysis. Probe sequences are listed in Supplementary Data 4.
RIP experiments were performed with a Magna RIP RNA-Binding Protein Immunoprecipitation Kit (Millipore, Billerica, MA, USA) according to the manufacturer’s instructions. Co-precipitated RNA was detected by qRT-PCR.
Gene-specific m6A qRT-PCR
m6A modifications on circNDUFB2 was determined using the Magna MeRIP m6A Kit (Millipore) according to the manufacturer’s instructions. Briefly, 100 μg of total RNAs were sheared to about 100 nt in length by metal-ion-induced fragmentation, then purified and incubated with anti-m6A antibody-conjugated or mouse IgG-conjugated beads in 500 μl 1× immunoprecipitation buffer supplemented with RNase inhibitor at 4 °C overnight. Methylated RNA was immunoprecipitated with beads, eluted by competition with free m6A, and recovered with RNeasy Kit (Qiagen). One-tenth of the fragmented RNA was saved as input control, and further analyzed by qRT-PCR along with MeRIPed RNA. The related enrichment of m6A in each sample was calculated by normalizing to input.
To detect protein–protein interactions, cells were lysed in 500 μl co-IP buffer supplemented with a cocktail of proteinase inhibitors, phosphatase inhibitors, and RNase inhibitor. The lysates were centrifuged at 12,000g for 30 min, and the supernatant was used for immunoprecipitation with beads, which were preincubated with the corresponding antibodies. After incubation at 4 °C overnight, beads were washed three times with co-IP buffer. SDS sample buffer was added to the beads and the immunoprecipitates were used for western blot analysis.
Measurement of cytokines production
Cell culture supernatants were collected and analyzed for cytokines production using ELISAs according to the manufacturer’s instructions. ELISA kit for human CXCL10, CXCL11, CCL5, and IFNβ were from Arigobio Biolaboratories and mouse IFNβ was from R&D Systems.
Analysis of tumor-infiltrating lymphocytes by flow cytometry
Three weeks after implantation, tumors were dissected from the subcutaneous of mice, and treated with collagenase type IV (200 U/ml; Gibco) and DNase I (50 μg/ml; Sigma) for 20 min at 37 °C. Cells were passed through a 70-μm filter to remove clumps, diluted in medium, and a small aliquot taken directly for flow cytometry. Single-cell suspensions were blocked with anti-CD16/32 (1:100 dilution; Biolegend) for 20 min on ice and then incubated with appropriate antibodies (1:100 dilution) for 30 min on ice. Flow cytometry was performed on an LSRII (BD Biosciences) and data were analyzed using FlowJo software v 10.4.2 (FlowJo).
Results are presented as mean ± s.d. Statistical analyses were performed using Prism software (GraphPad Software 8), and consisted of analysis of variance followed by Student’s t-test when comparing two experimental groups. A probability of 0.05 or less was considered statistically significant.
Further information on research design is available in the Nature Research Reporting Summary linked to this article.
Microarray data are accessible at the Gene Expression Omnibus (GEO) under accession number GSE158695. RNA-seq data are accessible at the GEO under accession number: GSE156607. Other data that support the findings of this study are available from the corresponding authors on reasonable request. Source data are provided with this paper.
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We thank Ling-Ling Chen for providing pZW1-FCS-circRNA plasmid. This work was supported by grants from National Natural Science Foundation of China (81772461, 81472175), National Key Research and Development Program of China (No. 2017YFC0907905, No. 2018YFC1313600), Shanghai Municipal Commission of Health and Family Planning (No.17411971100), and State Key Laboratory of Oncogenes and Related Gene (91-17-12).
The authors declare no competing interests.
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Li, B., Zhu, L., Lu, C. et al. circNDUFB2 inhibits non-small cell lung cancer progression via destabilizing IGF2BPs and activating anti-tumor immunity. Nat Commun 12, 295 (2021). https://doi.org/10.1038/s41467-020-20527-z