- Open Access
CircRNA-CREIT inhibits stress granule assembly and overcomes doxorubicin resistance in TNBC by destabilizing PKR
Journal of Hematology & Oncology volume 15, Article number: 122 (2022)
Circular RNAs (circRNAs) represent a novel type of regulatory RNA characterized by high evolutionary conservation and stability. CircRNAs are expected to be potential diagnostic biomarkers and therapeutic targets for a variety of malignancies. However, the regulatory functions and underlying mechanisms of circRNAs in triple-negative breast cancer (TNBC) are largely unknown.
By using RNA high-throughput sequencing technology, qRT-PCR and in situ hybridization assays, we screened dysregulated circRNAs in breast cancer and TNBC tissues. Then in vitro assays, animal models and patient-derived organoids (PDOs) were utilized to explore the roles of the candidate circRNA in TNBC. To investigate the underlying mechanisms, RNA pull-down, RNA immunoprecipitation (RIP), co immunoprecipitation (co-IP) and Western blotting assays were carried out.
In this study, we demonstrated that circRNA-CREIT was aberrantly downregulated in doxorubicin resistant triple-negative breast cancer (TNBC) cells and associated with a poor prognosis. The RNA binding protein DHX9 was responsible for the reduction in circRNA-CREIT by interacting with the flanking inverted repeat Alu (IRAlu) sequences and inhibiting back-splicing. By utilizing in vitro assays, animal models and patient-derived organoids, we revealed that circRNA-CREIT overexpression significantly enhanced the doxorubicin sensitivity of TNBC cells. Mechanistically, circRNA-CREIT acted as a scaffold to facilitate the interaction between PKR and the E3 ligase HACE1 and promoted proteasomal degradation of PKR protein via K48-linked polyubiquitylation. A reduced PKR/eIF2α signaling axis was identified as a critical downstream effector of circRNA-CREIT, which attenuated the assembly of stress granules (SGs) to activate the RACK1/MTK1 apoptosis signaling pathway. Further investigations revealed that a combination of the SG inhibitor ISRIB and doxorubicin synergistically inhibited TNBC tumor growth. Besides, circRNA-CREIT could be packaged into exosomes and disseminate doxorubicin sensitivity among TNBC cells.
Our study demonstrated that targeting circRNA-CREIT and SGs could serve as promising therapeutic strategies against TNBC chemoresistance.
Globally, breast cancer (BC) is the most prevalent type of malignancy and the leading cause of cancer death in female . Triple-negative breast cancer (TNBC), which accounts for approximately 15–20% of all breast cancers, is characterized by a lack of estrogen receptor (ER), progesterone receptor (PR) and human epidermal growth factor receptor 2 (HER2) . TNBC is a cluster of heterogeneous and aggressive diseases associated with higher risk of recurrence, metastasis and death than other BC subtypes . Due to the absence of the receptors mentioned above, the patients are unable to benefit from traditional endocrine therapy and HER2-targeted therapy. So far, chemotherapy is still the main option for TNBC treatment in both neoadjuvant and adjuvant settings .
Most widely used chemotherapeutics, such as doxorubicin (DOX), exert their cytotoxic effects by inducing DNA strand breakage or RNA metabolism defects . According to clinical trials, the TNBC subtype is more sensitive to chemotherapy and has higher pathologic complete response (pCR) rates than non-TNBC subtypes . A real-world study revealed that chemotherapy significantly increased the overall survival rate (adjusted HR = 0.58, 95% CI = 0.46–0.73) and breast cancer-specific survival rate (adjusted HR = 0.65, 95% CI = 0.48–0.89) of TNBC patients during the 8.2-year median follow-up [7, 8]. However, a sustained response can only be observed in a small proportion of TNBC patients and chemoresistance eventually develops in most patients. The acquisition of drug resistance is a multifactorial and complex process driven by a variety of mechanisms, such as increased cellular damage repair or reduced cell apoptosis . Once chemoresistance occurs, recurrent disease can develop rapidly, which has become a major obstacle in treating TNBC. Therefore, it is urgently necessary to identify novel therapeutic targets to overcome the chemoresistance in TNBC.
Over the last few years, the intimate relationship between stress granules (SGs) and chemoresistance has been revealed . SGs are membraneless cytosolic compartments formed by liquid–liquid phase separation (LLPS) in response to multiple cellular stresses . Phosphorylation of eukaryotic initiation factor 2 alpha (eIF2α) at serine residue 51 is a major trigger of SG formation by arresting translation initiation in response to stress. Then, the mRNAs released from the disassembled polysomes can be recruited to SGs for transient storage and remain translationally silent . The Formation of SGs exerts essential roles in metabolic regulation to protect cells from harmful conditions. For instance, SGs can inhibit the activation of the stress-induced apoptosis pathway by sequestering the signaling protein RACK1 (Receptor for activated C kinase 1) and preventing the binding between RACK1 and MTK1 (mitogen-activated protein kinase kinase kinase 4) . The roles of SGs in cancer progression particularly in chemoresistance have been increasingly concerned. Recent studies demonstrated that chemotherapeutic agents such as 5-Fu and capecitabine could induce drug resistance via excessive formation of SGs in cancer cells [10, 14]. Therefore, targeting SG formation might serve as an effective modality to enhance the efficacy of chemotherapy in cancer. However, the roles of SGs in regulating the chemosensitivity of TNBC cells have rarely been reported.
Circular RNA (circRNA) is an emerging class of endogenous RNA transcripts with a covalently closed loop structure. In contrast to the linear RNAs, circRNAs have no 5’ caps or 3’ tails and are characterized by a longer half-life, higher evolutionary conservation and more resistance to RNase R digestion . CircRNAs can affect gene expression through a variety of mechanisms, such as functioning as miRNA sponges or interacting with proteins . Accumulating evidence has highlighted the indispensable regulatory role of circRNAs in carcinogenesis and development. For instance, hsa_circ_0000190 was reported to be overexpressed in non-small cell lung carcinoma (NSCLC) and promote NSCLC progression via activation of the EGFR/ERK pathway . We previously reported that circHIF1A could facilitate TNBC proliferation and metastasis by increasing the expression level of NFIB . However, the functions and underlying mechanisms of circRNAs in regulating chemoresistance of TNBC are largely unknown. Therefore, identifying circRNAs that possess regulatory roles in chemosensitivity and investigating the underlying mechanisms might provide novel therapeutic targets for TNBC treatment.
In our present study, we found that circRNA-CREIT (a circRNA acting as a chemoresistance inhibitor in TNBC, circBase ID: hsa_circ_0001798) played an essential role in attenuating chemoresistance in TNBC. CircRNA-CREIT was significantly downregulated in chemoresistant breast cancer cells and ectopic overexpression of circRNA-CREIT substantially increased chemotherapy-induced apoptosis. Mechanistically, circRNA-CREIT promoted the degradation of PKR through HACE1-mediated ubiquitin–proteasome pathway, subsequently suppressing the phosphorylation of eIF2α and the assembly of SGs. Inhibited SG formation by circRNA-CREIT allowed more RACK1 protein to interact with MTK1 and activate the apoptosis pathway. The combination of chemotherapy and ISRIB, a small molecule that inhibits SG formation , exerted synergistic effects in sensitizing TNBC cells to chemotherapy. Moreover, circRNA-CREIT could be packaged into exosomes and exert its functions by exosome transmission. Our findings demonstrated that circRNA played an important role in modulating SG formation and that suppression of SGs significantly enhanced TNBC chemosensitivity.
Methods and materials
Patients and tissue samples
Two independent cohorts of 379 breast cancer patients in total were included in this study. Cohort 1 consisted of 321 breast cancer patients and this cohort was used for analysis of the relationship between circRNA-CREIT expression and the clinicopathological features of the patients. Among them, 244 patients with complete prognostic information were used for the survival analysis. The clinicopathological features of cohort 1 are shown in Additional file 1: Table S1. Cohort 2 comprised 58 breast cancer patients who received DOX-based chemotherapy after surgery. In cohort 2, twenty-one patients manifesting early relapse within 6 months after the last course of chemotherapy were defined as the chemotherapy-resistant group (subgroup 1) and thirty-seven patients with no recurrent disease during follow-up comprised the chemotherapy-sensitive group (subgroup 2), in accordance with previous studies . The clinicopathological features of the two subgroups were matched, such as age, menstrual state, pathological stage and lymph node status, as shown in Additional file 1: Table S2. The tissue samples of cohort 2 were used to detect the expression of circRNA-CREIT in the two subgroups. All patients underwent surgery at the Department of Breast Surgery, Qilu Hospital, between 2008 and 2019. The tumor samples and adjacent normal counterparts were all collected during surgery. None of the patients were treated with chemotherapy or other related therapies in prior to surgery. Male patients and those with metastatic disease or other malignancies were excluded. All of the collected tissue samples were pathologically confirmed by three pathologists and stored at − 80 ℃ until use. Our study was approved by the Ethics Committee on Scientific Research of Shandong University, Qilu Hospital, and informed consent was obtained from all of the patients participating in the study.
Cell culture and treatments
Human HEK-293T cells, the human breast cancer cell lines MDA-MB-231, MDA-MB-468, MDA-MB-436, MCF-7, ZR-75-1, SKBR3 and HS578T, and the human normal mammary epithelial cell line MCF10A were purchased from American Type Culture Collection (ATCC, VA, USA). These cell lines were regularly authenticated by STR analysis and checked for mycoplasma contamination. For the culture of MDA-MB-231, MDA-MB-468, HS578T and HEK-293T cells, high glucose DMEM (Macgene, Beijing, China) supplemented with 10% fetal bovine serum (Gemini, CA, USA), 100 U/ml penicillin (Macgene, Beijing, China) and 100 μg/ml streptomycin (Macgene, Beijing, China) were used. MDA-MB-436, MCF-7, ZR-75-1 and SKBR3 cells were maintained in RPMI-1640 (Macgene, Beijing, China) supplemented with 10% fetal bovine serum (Gemini, CA, USA), 100 U/ml penicillin (Macgene, Beijing, China) and 100 μg/ml streptomycin (Macgene, Beijing, China). MCF-10A cells were cultured as previously described . All of the cells were incubated at 37 ℃ in a humidified atmosphere with 5% CO2. To inhibit RNA or protein synthesis, cells were treated with actinomycin D (Act D, CST, MA, USA) or cycloheximide (CHX, Selleck, TX, USA), respectively, for the indicated periods of time. MG132 (Selleck, TX, USA) was used to inhibit protein degradation via the proteasome pathway.
In situ hybridization (ISH) assay
A specific digoxin-labeled circRNA-CREIT probe was designed, and the targeted sequence of the probe is shown in Additional file 1: Table S3. The tumor samples were fixed with formalin, embedded in paraffin and then sectioned into 6-µm slides. The ISH assay was conducted with the Enhanced Sensitive ISH Detection kit I (BOSTER, Wuhan, China) according to the manufacturer’s protocol. The deparaffinization and rehydration of the sections were the same as for the process of IHC assay.
GraphPad Prism V8.3.0 was used for statistical analyses and the data were presented as the mean ± standard deviation (S.D.). Unpaired two-tailed Student’s t-test was used to compare the differences of cell viability, cell migration and invasion ability, cell apoptosis level, xenograft tumor volume, xenograft tumor weight and gene expression between the different groups. Paired two-tailed Student’s t test was used to compare the expression of circRNA-CREIT between breast cancer tissues and paired adjacent normal mammary tissues. The chi-square test was used to analyze the relationship between circRNA-CREIT expression and the clinicopathological features of the patients. Kaplan–Meier curves and log-rank tests were applied to compare the survival of patients with high and low circRNA-CREIT expression. In our study, p < 0.05 was considered statistically significant.
Detailed methods for the in vivo experiments and the other in vitro experiments are described in Additional file 1 .
circRNA-CREIT was downregulated in TNBC
To identify the dysregulated circRNAs in human breast cancer, we profiled circRNA transcripts from six paired breast cancer tissues and adjacent normal mammary tissues using RNA-sequencing (RNA-seq) analysis. As shown in Fig. 1A, B, there were 108 differentially expressed circRNAs between the two groups with the criteria of fold change > 1.5 and p value < 0.05. Then, five dysregulated circRNAs (hsa_circ_0001346, hsa_circ_0002484, hsa_circ_0000231, hsa_circ_0009043 and circRNA-CREIT (circBase ID: hsa_circ_0001798)) with high abundance were selected for further validation. Among them, the expression of circRNA-CREIT showed the most remarkable difference between the breast cancer tissues and paired normal counterparts (Fig. 1C, D and Additional file 1: Fig. S1A). The ISH assay also verified the significant downregulation of circRNA-CREIT in breast cancer tissues (Fig. 1E).
Next, 244 breast cancer patients were divided into high circRNA-CREIT expression group (n = 131) and low circRNA-CREIT expression group (n = 113). Kaplan–Meier plotter demonstrated that high expression of circRNA-CREIT was associated with a favorable prognosis (Fig. 1F). Multivariate analyses revealed that circRNA-CREIT was an independent predictive factor for the prognosis of breast cancer patients (Additional file 1: Table S4). Moreover, higher levels of circRNA-CREIT were significantly correlated with a lower pathological grade, a lower rate of lymph node metastasis and a smaller tumor size (Additional file 1: Fig. S1B-D). We then detected the expression of circRNA-CREIT in breast cancer cell lines and found that circRNA-CREIT was much lower in TNBC than in the non-TNBC subtype (Fig. 1G). Collectively, we speculated that circRNA-CREIT might play a suppressive role in the progression of breast cancer, especially in the TNBC subtype.
Characteristics of circRNA-CREIT in TNBC
CircRNA-CREIT is derived from the exons 6–7 of the SPIDR (scaffold protein involved in DNA repair) gene located on human chromosome 8. The back-splicing site was confirmed by Sanger sequencing in TNBC cells (Fig. 1H). To validate the circular structure of circRNA-CREIT, we designed convergent and divergent primers to amplify circRNA-CREIT and linear SPIDR, respectively. As shown in Fig. 1I, circRNA-CREIT could only be amplified from cDNA rather than gDNA, indicating that circRNA-CREIT was a back-splicing product of the pre-mRNA. Additionally, circRNA-CREIT was more resistant to RNase R degradation than the linear form of SPIDR mRNA (Fig. 1J, Additional file 1: Fig. S1E). Moreover, circRNA-CREIT could not be efficiently reverse-transcribed with oligo (dT) primers, consistent with its loop structure lacking a poly-A tail (Fig. 1K and Additional file 1: Fig. S1F). The actinomycin D assay demonstrated that the half-life of circRNA-CREIT was much longer than that of the linear SPIDR transcript, which verified the high stability of circRNA-CREIT (Fig. 1L and Additional file 1: Fig. S1G). Additionally, qRT‒PCR and fluorescence in situ hybridization (FISH) assays showed the predominant cytoplasmic distribution of circRNA-CREIT (Fig. 1M, N and Additional file 1: Fig. S1H).
The expressions of circRNAs usually depend on the expression levels of their host genes and back-splicing rate . To explore the mechanisms underlying circRNA-CREIT downregulation, we detected the SPIDR levels in tumor tissues. As shown in Additional file 1: Fig. S2A, B, SPIDR was significantly increased in breast cancer tissues compared to their normal counterparts, which was not responsible for the downregulation of circRNA-CREIT. Therefore, we determined to investigate the roles of back-splicing in circRNA-CREIT biogenesis. It was previously reported that DExH-box helicase 9 (DHX9), a well-known RNA helicase, could bind with the inverted repeat Alu (IRAlu) sequence located in the flanking introns to unwind IRAlu pairs and reduce the biogenesis of circRNAs . Our results demonstrated that DHX9 overexpression led to the downregulation of circRNA-CREIT, while silencing DHX9 increased its levels (Additional file 1: Fig. S2C). In addition, by analyzing the data from the TCGA and GEO databases, we found that DHX9 was significantly upregulated in breast cancer, especially in the TNBC subtype, and was related to the poor overall survival of patients (Additional file 1: Fig. S2D-G). Then the sequences of the flanking introns were compared to the Alu sequence using the BLAST tools. We found twenty Alu elements in intron 5 and five Alu elements in intron 7. Previous studies revealed that the Alu element targeted by DHX9 had a much shorter distance to its closest potential pairing partner than that not targeted . Therefore, we selected the closest complementary IRAlu pair (Alu19 and Alu 21) for further investigation (Additional file 1: Fig. S2H). RIP assays confirmed the interaction of the DHX9 protein and the two Alu elements (Additional file 1: Fig. S2I).
CircRNA-CREIT enhanced DOX sensitivity of TNBC in vitro and in vivo
To explore the potential roles of circRNA-CREIT in TNBC, we constructed circRNA-CREIT-overexpressing plasmids and three different short hairpin RNAs (shRNAs) targeting the junction region. The overexpression and knockdown efficiencies were validated in TNBC cells (Additional file 1: Fig. S3A, B). We found that shRNA-3 had a better knockdown effect, and it was used in our subsequent studies. Moreover, the expression of host gene SPIDR was not influenced by the change of circRNA-CREIT levels (Additional file 1: Fig. S3C, D). Then we applied RNA-seq to screen differentially expressed genes in circRNA-CREIT overexpressing cells (Additional file 1: Fig. S4A). Gene Ontology (GO) analysis and Gene Set Enrichment Analysis (GSEA) for differentially expressed genes revealed that circRNA-CREIT might be closely associated with the regulation of cellular response to various environmental stresses, especially chemical-induced stresses and the process of apoptosis (Fig. 2A and Additional file 1: Fig. S4B). DOX is the first-line chemotherapeutic agent in TNBC treatment and has potent antitumor effects . Thus, DOX was used in our following experiments. By conducting qRT-PCR and ISH assays, we found that circRNA-CREIT was significantly downregulated in chemotherapy-resistant breast cancer tissues and doxorubicin resistant TNBC cells (MDA-MB-231/DOXR) (Fig. 2B, C and Additional file 1: Fig. S4C, D). As shown in Fig. 2D and Additional file 1: Fig. S5A, circRNA-CREIT overexpression obviously improved the chemosensitivity of TNBC cells to DOX, with a significant decrease in the IC50 value, whereas reduced circRNA-CREIT expression levels had the opposite effect. The results of the colony formation assay were consistent with the above findings (Additional file 1: Fig. S5B). In addition, we found that circRNA-CREIT overexpression notably enhanced DOX-induced apoptosis, while circRNA-CREIT knockdown led to decreased cell apoptosis (Fig. 2E and Additional file 1: Fig. S5C, D).
To evaluate the effect of circRNA-CREIT on tumor chemosensitivity in vivo, tumor xenograft models were constructed in female nude BALB/c mice. The results showed that the tumor growth rate and tumor weight were significantly decreased by circRNA-CREIT overexpression in both the vehicle control group and the DOX-treated group (Fig. 2F–H). Immunohistochemistry analysis for Ki67 and cleaved caspase-3 was performed to detect the proliferative rate and apoptosis level in the xenograft tumors. Decreased proliferation and elevated apoptosis levels were observed in the circRNA-CREIT overexpression group, especially in the DOX-treated group (Fig. 2I). Conversely, circRNA-CREIT knockdown led to accelerated tumor growth, reduced chemosensitivity of tumors to DOX and downregulated apoptosis (Additional file 1: Fig. S5E-H). We then constructed a patient-derived organoid (PDO) model to detect the correlation between circRNA-CREIT expression and PDO sensitivity to doxorubicin. The results showed that PDOs with higher expression levels of circRNA-CREIT tended to be more sensitive to DOX and had a lower IC50 values (Fig. 2J–L and Additional file 1: Fig. S5I).
GO and GSEA analyses (Fig. 2A, and Additional file 1: Fig. S6A) also suggested circRNA-CREIT might play a role in cell proliferation, cell adhesion and epithelial–mesenchymal transition (EMT), and hence, we tested the function of circRNA-CREIT in the above biological processes. The results demonstrated that circRNA-CREIT overexpression could significantly inhibit cell proliferation, migration, invasion and EMT in TNBC cells, in contrast to the effect of circRNA-CREIT knockdown (Additional file 1: Fig. S6B-L).
CircRNA-CREIT directly interacted with double-stranded RNA-activated protein kinase (PKR)
To elucidate the molecular mechanisms by which circRNA-CREIT influences the chemosensitivity, we performed RNA pulldown assays, followed by electrophoresis, Coomassie blue staining and mass spectrometry (MS). Among the proteins identified by MS, PKR, which plays important roles in sensing and responding to multiple types of cellular stresses and cancer progression , aroused our interest and was identified as a candidate protein interacting with circRNA-CREIT (Fig. 3A). Then NPDock was used to predict the molecular docking between circRNA-CREIT and PKR protein, indicating the physical interaction between the two molecules (Fig. 3B). The binding between circRNA-CREIT and PKR was verified by independent RNA pulldown and immunoblot assays (Fig. 3C). To determine the specific region of circRNA-CREIT that mediated the association with PKR, the secondary structure of circRNA-CREIT with the minimum free energy (MFE) was predicted utilizing the online tool RNAfold (Fig. 3D, upper). Three truncated circRNA-CREIT probes representing three different stem-loops were constructed (Fig. 3D, lower). As shown in Fig. 3E, stem-loop #2 could efficiently pull down endogenous PKR protein in TNBC cells, whereas stem-loops #1 and #3 scarcely bound with PKR. FISH combined with immunofluorescent (IF) assays showed the colocalization of endogenous circRNA-CREIT and PKR in the cytoplasm, which further verified the direct interaction between circRNA-CREIT and PKR (Fig. 3F). Furthermore, we performed RNA immunoprecipitation (RIP) assays and observed marked enrichment of circRNA-CREIT using anti-PKR antibodies (Fig. 3G). To determine which domain of PKR was responsible for its association with circRNA-CREIT, we constructed truncated PKR mutants (Fig. 3H). RIP assays showed that deletion of the dsRNA-binding motif (dsRBM1-2) at the N-terminus significantly abolished the interaction between PKR and circRNA-CREIT (Fig. 3I).
CircRNA-CREIT enhanced the degradation of PKR via K48-linked polyubiquitination
We next investigated the impact of circRNA-CREIT on PKR expression. The results showed that the mRNA levels of PKR were not changed by circRNA-CREIT overexpression or knockdown (Additional file 1: Fig. S7A). However, elevated circRNA-CREIT expression led to significant downregulation of PKR protein, while circRNA-CREIT knockdown enhanced PKR expression (Fig. 4A). Further cycloheximide (CHX) treatment revealed that circRNA-CREIT knockdown increased the half-life of PKR protein, in contrast to the effect of circRNA-CREIT overexpression (Fig. 4B, C). Therefore, we hypothesized that circRNA-CREIT played an important role in PKR degradation.
In mammalian cells, the ubiquitin–proteasome system (UPS) participates in the degradation of most proteins . To determine whether the UPS mediated the influence of circRNA-CREIT on PKR degradation, we treated cells with the proteasome inhibitor MG132. We found that MG132 abolished the effect of circRNA-CREIT overexpression on PKR protein levels (Fig. 4D). Then, co-IP assays were performed to detect the ubiquitination level of PKR proteins. We observed that the ubiquitination of endogenous PKR was markedly upregulated by circRNA-CREIT overexpression (Fig. 4E). K48- and K63-linked polyubiquitin chains are two main types of polyubiquitin linkage in mammalian cells . K48-linked polyubiquitin usually induces degradation of substrate proteins and K63-linked polyubiquitin is correlated with protein stabilization or activation . We observed that the K48-linked rather than K63-linked polyubiquitin of PKR was enhanced by circRNA-CREIT overexpression (Fig. 4F). These findings validated that circRNA-CREIT mediated PKR degradation through the K48-linked ubiquitin–proteasome pathway.
We next sought to determine which E3 ligases were involved in the regulatory effect of circRNA-CREIT on PKR degradation. The MS results revealed that there were several E3 ligases in the precipitation pulled down by circRNA-CREIT probes. Then, we predicted the potential E3 ligase of PKR by combining bioinformatics analysis on the Ubibrowser platform and the above MS results. The HECT domain and ankyrin repeat containing E3 ubiquitin protein ligase 1 (HACE1) was selected as the candidate (Fig. 4G). By applying molecular docking with ZDOCK (version 3.0.2) software, HACE1 was predicted to bind with PKR protein and the result was visualized by Discovery Studio (version 4.5) (Fig. 4H). In addition, circRNA-CREIT was verified to bind with HACE1, as indicated by RNA pulldown and RIP assays (Fig. 4I, J).
CircRNA-CREIT enhanced HACE1-PKR interaction by serving as a scaffold
Circular RNA can modulate the degradation process of downstream proteins by acting as a scaffold for that protein and its E3 ligase [30, 31]. According to the above results, we hypothesized that circRNA-CREIT might function in this way. As expected, HACE1 overexpression significantly inhibited PKR protein levels, and stable HACE1 knockdown increased PKR expression in TNBC cells (Fig. 5A). Additionally, HACE1 knockdown efficiently prolonged the half-life of PKR (Fig. 5B, C). Co-IP assays showed that cells with HACE1 overexpression exhibited increased PKR ubiquitylation, especially K48-linked ubiquitylation as expected (Fig. 5D, E). The above results provide essential evidence that HACE1 acts as an E3 ligase of PKR. Then, co-IP assays were performed to assess the interaction of PKR and HACE1. We observed that endogenous PKR could be immunoprecipitated by flag-tagged HACE1, and endogenous HACE1 could be immunoprecipitated by flag-tagged PKR (Fig. 5F). Moreover, exogenous co-IP assays demonstrated that PKR-flag could be easily detected in the anti-myc-HACE1 immunoprecipitates and vice versa (Fig. 5G, H). The interaction between PKR and HACE1 could be remarkably enhanced by circRNA-CREIT (Fig. 5I). Thus, circRNA-CREIT acted as a scaffold that could bring PKR and HACE1 together, leading to increased degradation of PKR.
CircRNA-CREIT attenuated DOX-induced stress granule formation and released RACK1 trapped by stress granules via the PKR/eIF2α axis
According to previous reports, PKR is an important kinase that phosphorylates eIF2α at serine residue 51 and triggers the formation of stress granules (SGs) . We examined whether circRNA-CREIT played its roles via the modulation of PKR expression. We found that TNBC cells overexpressing circRNA-CREIT exhibited significantly lower IC50 values of DOX than control cells, and this effect could be abrogated by PKR overexpression (Fig. 6A). In addition, we noticed that circRNA-CREIT knockdown and PKR overexpression played a synergistic role in elevating DOX resistance in TNBC cells (Additional file 1: Fig. S8A). Colony formation assays also confirmed the above findings (Fig. 6B and Additional file 1: Fig. S8B), and we concluded that PKR mediated the effect of circRNA-CREIT on chemosensitivity in TNBC cells.
Considering the notable roles of SGs in cancer progression, especially in enhancing drug resistance of cancer cells , we hypothesized that circRNA-CREIT might exert its effect on TNBC chemosensitivity by regulating the formation of SGs. By visualizing the SG marker proteins EIF3A, G3BP1 and G3BP2, we found that DOX treatment could efficiently trigger the formation of SGs (Additional file 1: Fig. S8C). As expected, circRNA-CREIT overexpression attenuated SG formation under DOX treatment, and this effect was rescued by PKR overexpression (Fig. 6C). In contrast, circRNA-CREIT knockdown remarkably enhanced the formation of DOX-induced and hypoxia-induced SGs (Additional file 1: Fig. S9A, B). Next, we examined whether circRNA-CREIT had an effect on the phosphorylation level of eIF2α. The results showed that circRNA-CREIT overexpression significantly reduced the phosphorylation of eIF2α, whereas circRNA-CREIT knockdown promoted eIF2α phosphorylation in TNBC cells (Fig. 6D, E and Additional file 1: Fig. S9C, D). DOX treatment triggered the phosphorylation of eIF2α in a time-dependent manner, and this effect could be enhanced by circRNA-CREIT knockdown (Additional file 1: Fig. S9E). Furthermore, we found that DOX could induce higher expression levels of p-eIF2α and more stress granules in DMDA-MB-231/DOXR than in MDA-MB-231 cells (Additional file 1: Fig. S10A, B). Therefore, there was a close relationship between DOX resistance and the SG formation in TNBC cells.
RACK1, a scaffold protein with multiple functions, plays an important role in activating stress-induced apoptosis by interacting with MTK1 in the cytoplasm. However, under specific cellular stresses, such as arsenite treatment, RACK1 can be sequestered into SGs and the interaction between RACK1 and MTK1 is blocked . We then examined the influence of circRNA-CREIT on the subcellular locations of RACK1 under DOX treatment. We observed that in unstimulated TNBC cells, RACK1 was mainly diffusely distributed in the cytoplasm (data not shown). After treatment with DOX, most RACK1 proteins were transferred to the nucleus, while some condensed into granules in the cytoplasm. Intriguingly, circRNA-CREIT knockdown remarkably enhanced the nucleation of RACK1 proteins in the cytoplasm, many of which showed colocalization with SG markers (Fig. 6F and Additional file 1: Fig. S10C). These results suggested that circRNA-CREIT knockdown significantly promoted the recruitment of RACK1 by DOX-induced SGs. As shown in Fig. 6G, the binding of RACK1 and MTK1 was scarcely detected after DOX treatment, and was dramatically rescued by circRNA-CREIT overexpression (Fig. 6H). These results indicated that circRNA-CREIT could enhance stress-induced apoptosis and improve the chemosensitivity of TNBC cells by preventing RACK1 from being sequestered by SGs.
The small molecule ISRIB targeting SGs greatly enhanced DOX sensitivity in synergy with circRNA-CREIT
It has been well established that the small molecule ISRIB can efficiently reverse the effects of eIF2α phosphorylation and trigger SG disassembly . Our study showed that the combined utilization of the circRNA-CREIT overexpression vector and ISRIB could play a synergistic role and further improve the drug sensitivity of TNBC cells (Fig. 7A). On the other hand, ISRIB notably rescued the chemoresistance caused by circRNA-CREIT knockdown (Fig. 7B). The colony formation assays further corroborated these results (Fig. 7C, D). The synergistic function of circRNA-CREIT and ISRIB in reversing DOX resistance was also confirmed using DOX-resistant cells (Additional file 1: Fig. S11A, B).
To examine the role of ISRIB in chemoresistance in vivo, we subcutaneously injected MDA-MB-231 cells into female nude mice (Fig. 7E). Treatment with DOX alone or ISRIB alone could inhibit the tumor growth in vivo, while the combination of DOX and ISRIB had a dramatic synergistic effect on attenuating tumor growth (Fig. 7F, G). IHC staining for Ki67 and cleaved caspase-3 also validated the above findings (Fig. 7H). The results suggest that ISRIB is a promising drug that could be used in combination with chemotherapy to treat TNBC.
Exosomal circRNA-CREIT endowed TNBC cells with improved chemosensitivity and a decreased proliferation rate
Recent studies demonstrated that circular RNAs could be packaged into exosomes and transmit drug resistance to other cells by exosomes . To test the possibility that circRNA-CREIT could function via exosome transmission, we isolated exosomes from MDA-MB-231 cell culture media with or without circRNA-CREIT overexpression. The morphologies and size distributions of the exosomes were validated with a transmission electron microscope and nanolaser particle detector (Fig. 8A, B). The well-known markers of exosomes were validated by Western blotting (Fig. 8C). As determined by PKH26 staining, PKH26 labeled exosomes could be taken up by MDA-MB-231 cells (Fig. 8D). In the cells treated with circRNA-CREIT-exosomes, significantly suppressed cell proliferation and improved chemosensitivity to DOX were observed (Fig. 8E, F). In addition, the phosphorylation level of eIF2α was downregulated by circRNA-CREIT-exosomes and SG formation was attenuated (Additional file 1: Fig. S12A, B). We next examined the therapeutic effect of circRNA-CREIT-exosomes in vivo (Fig. 8G). The xenograft tumors in the circRNA-CREIT-exosome treated group exhibited a markedly lower growth rate, consistent with the IHC staining for Ki67 and cleaved caspase-3, and the ISH assay confirmed the higher level of circRNA-CREIT compared to the control group (Fig. 8H–J). Additionally, our results revealed that the expression levels of circRNA-CREIT in the plasma of breast cancer patients were significantly lower than those in healthy people, with an area under the ROC (receiver operating characteristic) curve of 0.72 (Fig. 8K). The above data suggest that the circRNA-CREIT-exosome is an effective strategy to treat TNBC and circRNA-CREIT can act as a novel biomarker for breast cancer diagnosis.
As a novel class of transcripts, circRNAs derived from the back-splicing of host genes have gained much attention in recent years . With the advance of high-throughput sequencing technology, increasing numbers of circRNAs have been identified and our understanding of circRNAs has been widely extended. Accumulating evidence has confirmed the important roles of aberrant circRNA expression in cancer development. TNBC is considered one of the most lethal subtypes of breast cancer. The main treatment mode for TNBC is limited to cytotoxic chemotherapy due to the lack of effective therapeutic targets . Doxorubicin (DOX), an anthracycline antibiotic with potent antitumor effects, is commonly employed alone or in combination with other chemotherapeutic agents in the first-line treatment of TNBC . Despite the reasonable effectiveness of DOX in the initial stage of treatment, a large proportion of TNBC patients developed drug resistance and the cancer cells could become more aggressive and refractory . Therefore, it is of great significance to determine the mechanisms of DOX resistance and explore novel strategies to overcome chemoresistance and enhance DOX-based treatment. The functions and molecular mechanisms of circRNAs in TNBC chemoresistance remain largely unclarified.
In the present study, we found that circRNA-CREIT (hsa_circ_0001798) was significantly downregulated in breast cancer, especially in the chemoresistant breast cancer cells and the TNBC subtype. CircRNA-CREIT is derived from exons 6 and 7 of the SPIDR gene, which was recently reported to act as a tumor suppressor in cervical adenocarcinoma . However, the potential role of circRNA-CREIT in other types of malignancies is unclear. Our results proved that the RBP DHX9 was an important regulator of circRNA-CREIT biogenesis, which led to the downregulation of circRNA-CREIT. Restoration of circRNA-CREIT expression could significantly enhance the DOX sensitivity of TNBC in vitro and in vivo. A lower expression level of circRNA-CREIT was also related to a higher grade, more lymphatic metastasis, a larger tumor size and a worse prognosis of breast cancer patients. Additionally, circRNA-CREIT was capable of suppressing cell proliferation and migration and promoting cell apoptosis of TNBC cells, which indicated that circRNA-CREIT acted as a robust tumor suppressor. Additionally, we found that circRNA-CREIT could be packaged into exosomes and it conferred increased chemosensitivity to TNBC cells by exosome communication. In addition, circRNA-CREIT manifested higher expression levels in the plasma of breast cancer patients than in healthy people. Therefore, our findings suggest that circRNA-CREIT is also a promising biomarker for breast cancer diagnosis.
The mechanisms of circRNA functions largely depend on the subcellular locations. When located in the nucleus, circRNAs usually regulate gene expression by influencing transcriptional activation  or splicing events . However, cytoplasmic circRNAs mainly function by sponging miRNAs or interacting with proteins. In recent years, the miRNA-sponge theory of circRNA has been questioned due to its low abundance and limited miRNA binding sites in most cases . CircRNAs that bind with proteins have attracted much interest, usually acting as protein sponges or scaffolds of protein complexes [30, 31]. For instance, Zhu et al. reported that the cytoplasmic circRNA circZKSCSN1 could suppress the malignant behavior of hepatocellular carcinoma by competitively binding with the RBP FMRP, thereby interfering with the interaction between FMRP protein and CCAR1 mRNAs . Specific secondary and tertiary structures are crucial for circRNA-protein interactions . Du et al. proved that circFoxo3 could interact with the C-terminal RING-finger of MDM2 and the C-terminal regulatory domain of p53, thereby serving as a scaffold to promote the interaction between the two proteins and subsequently enhancing cell apoptosis . In the present study, circRNA-CREIT was predominantly located in the cytoplasm and PKR was identified as an interactor of circRNA-CREIT by RNA pulldown, MS and RIP assays. The typical regulators of PKR are dsRNAs, such as viral RNAs and endogenous RNAs transcribed from genomic repeat elements . Apart from dsRNAs, cellular RNAs with secondary structures can also bind to PKR and act as PKR regulators . For instance, linc00665 promoted PKR activation by directly binding with the PKR protein and enhancing its stability . PKR possesses two N-terminal dsRNA (double-stranded RNA) binding motifs (dsRBM1 and dsRBM2) and one C-terminal kinase domain. To map which domain mediated the interaction between circRNA-CREIT and PKR, we constructed truncates based on the secondary structures, respectively. We found that stem loop #2 of circRNA-CREIT mediated binding with dsRBMs of the PKR protein. Additionally, it was worth noting that circRNA-CREIT and PKR protein also showed colocalization in the nucleolus of TNBC cells (Fig. 3F). According to Holdt et al., circRNAs located in the nucleolus could modulate the process of ribosomal RNA maturation . Besides, the location of PKR proteins in nucleolus has been previously reported , which is intimately associated with the development and progression of human cancers . Therefore, we speculate that the interaction between circRNA-CREIT and PKR may regulate the functions of nucleolus, which needs further investigations. In the current study, we focused on the functions of circRNA-CREIT and PKR in the cytoplasm.
Ubiquitination is one of the most common and important posttranslational modifications of proteins . Different types of ubiquitination mediate distinct fates of substrate proteins. For instance, K48-linked polyubiquitination usually leads to proteasome-dependent degradation of proteins, while K63-linked polyubiquitination is implicated in signaling transduction . CircRNAs play a critical role in regulating the protein stability and functions by affecting the ubiquitination process. CircRNA-SORE, which is significantly associated with sorafenib resistance in hepatocellular carcinoma, could bind with the oncogenic protein YBX1 in the cytoplasm and inhibit its interaction with the E3 ubiquitin ligase PRP19, thereby suppressing ubiquitin–proteasome-mediated degradation of YBX1 . In addition, Li et al. demonstrated that circNDUFB2 served as a scaffold for IGF2BPs and the E3 ligase TRIM25 to enhance their interactions, thus leading to an increase in IGF2BP ubiquitination and degradation in lung cancer cells . Here, we demonstrated that circRNA-CREIT acted as a scaffold to increase the E3 ligase HACE1-mediated K48-linked ubiquitination and degradation of PKR proteins. Our data provide a novel mechanism for PKR regulation and sound evidence for circRNA engaging in protein metabolism.
PKR, namely EIF2AK2, a member of the eukaryotic initiation factor-2 subunit α (EIF2α) kinase family, initially became well-known due to its antiviral roles . PKR can be activated in response to multiple cellular stresses, such as viral infection, cytotoxic cytokines, DNA damage and oxidative stress . eIF2α is a well-studied and important executor of PKR downstream signals under stress. It should be noted that most PKR-triggered signaling pathways are two-faced and PKR regulates cell fates in a context-dependent manner . This makes sense because the roles of PKR in cancer development and progression are controversial. For instance, phosphorylation of eIF2α induced by PKR activation could trigger stress granule formation under arsenic trioxide treatment, which granted stem cell properties and chemoresistance in refractory glioblastoma . Another study demonstrated that knocking down PKR or using PKR inhibitors suppressed the growth of APC-mutated colorectal cancer which favored the oncogenic role of PKR . However, Pataer et al. reported that PKR/eIF2α activation mediated the apoptosis induced by Ad-mda7 overexpression in lung cancer, indicating that the PKR/eIF2α axis could act as a tumor suppressor in some cases . In breast cancer, increased expression of PKR was reported [54, 55], and loss of PKR contributed to reduced cell viability of MCF-7 and MDA-MB-231 breast cancer cells . Consistently, our data demonstrated the oncogenic roles of PKR and showed that PKR overexpression could reverse the effect of circRNA-CREIT on increasing chemosensitivity in TNBC.
Triggering SG formation is an important effect of the PKR/eIF2α signaling axis. In recent years, a close association between SGs and chemoresistance has been gradually revealed . SGs are cytosolic membraneless organelles mainly composed of untranslated mRNAs and their associated proteins. Phase separation and condensation of the molecular components are considered to mediate the formation of SGs . When the cells are exposed to environmental stresses, such as arsenite, hypoxia, heat shock and chemotherapeutic drugs, eIF2α can be phosphorylated by stress-sensing serine/threonine kinases at serine residue 51. Phosphorylated eIF2α inhibits its efficient GDP-GTP exchange, leading to depletion of the eIF2α/GTP/tRNAiMet ternary complex and arrest of translation initiation . To protect untranslated mRNAs from degradation, assembly of SGs occurs and polysome-released mRNAs are recruited into SGs . Many proteins are also recruited to SGs, including translation initiation factors and other proteins related to SG assembly or functions . For instance, sequestration of RACK1 protein by SGs could block its binding with MTK1, thus preventing the activation of the MTK1-mediated stress-responsive apoptosis pathway . After the withdrawal of cellular stresses, SGs are able to disassemble and release the mRNAs for translation . Therefore, SGs are dynamic cellular structures that favor cell survival under harmful conditions and contribute to chemoresistance in cancer. In our present study, we demonstrated that circRNA-CREIT could inhibit DOX-induced SG formation by attenuating the phosphorylation of eIF2α via PKR. We also showed that the interaction between RACK1 and MTK1 might mediate the functions of circRNA-CREIT. Importantly, our data demonstrated that the small molecule ISRIB, which could reverse the effect of phosphorylated eIF2α and SG formation, exhibited excellent synergistic therapeutic effects with chemotherapy in TNBC. The curative effects of ISRIB have been reported in prostate cancer  and acute myeloid leukemia . However, the function of ISRIB in breast cancer is rarely reported and we are the first to reveal the effect of ISRIB on reversing doxorubicin resistance in TNBC.
In summary, our study revealed the crucial roles of circRNA-CREIT in regulating SG formation and TNBC chemoresistance. CircRNA-CREIT enhanced HACE1-mediated PKR degradation through the ubiquitin–proteasome system, thereby inhibiting the PKR/eIF2α signaling axis and SG formation. Additionally, circRNA-CREIT could be transmitted by exosomes and disseminate chemosensitivity among TNBC cells. Clinically, circRNA-CREIT was significantly downregulated in TNBC tissues and plasma from breast cancer patients and high expression of circRNA-CREIT was closely associated with favorable prognosis. In addition, the biogenesis of circRNA-CREIT was downregulated by DHX9 (Fig. 8L). Taken together, our study demonstrated that circRNA-CREIT is a potential biomarker for breast cancer diagnosis and prognosis. Targeting circRNA-CREIT and SG formation could be effective strategies for enhancing TNBC chemosensitivity.
Availability of data and materials
All data are available in the main text or Additional file 1.
Triple-negative breast cancer
Human epidermal growth factor
The Cancer Genome Atlas
In situ hybridization
Fluorescence in situ hybridization
Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, et al. Global Cancer Statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA 2021;71(3):209–49.
Haque S, Cook K, Sahay G, Sun C. RNA-Based Therapeutics: current developments in targeted molecular therapy of triple-negative breast cancer. Pharmaceutics. 2021;13(10).
Zhu Y, Zhu X, Tang C, Guan X, Zhang W. Progress and challenges of immunotherapy in triple-negative breast cancer. Biochim Biophys Acta. 2021;1876(2): 188593.
Zhu Y, Hu Y, Tang C, Guan X, Zhang W. Platinum-based systematic therapy in triple-negative breast cancer. Biochim Biophys Acta. 2022;1877(1): 188678.
Khalili-Tanha G, Moghbeli M. Long non-coding RNAs as the critical regulators of doxorubicin resistance in tumor cells. Cell Mol Biol Lett. 2021;26(1):39.
Carey LA, Dees EC, Sawyer L, Gatti L, Moore DT, Collichio F, et al. The triple negative paradox: primary tumor chemosensitivity of breast cancer subtypes. Clin Cancer Res. 2007;13(8):2329–34.
Steenbruggen TG, van Werkhoven E, van Ramshorst MS, Dezentjé VO, Kok M, Linn SC, et al. Adjuvant chemotherapy in small node-negative triple-negative breast cancer. Eur J Cancer (Oxford, England : 1990). 2020;135:66–74.
Lim ST, Park CH, Kim SY, Nam SJ, Kang EY, Moon BI, et al. The effect of adjuvant chemotherapy on survival in Korean patients with node negative T1c, triple negative breast cancer. PLoS ONE. 2018;13(5): e0197523.
Hu X, Zhang Z. Understanding the genetic mechanisms of cancer drug resistance using genomic approaches. Trends Genet. 2016;32(2):127–37.
Kaehler C, Isensee J, Hucho T, Lehrach H, Krobitsch S. 5-Fluorouracil affects assembly of stress granules based on RNA incorporation. Nucleic Acids Res. 2014;42(10):6436–47.
Panas MD, Ivanov P, Anderson P. Mechanistic insights into mammalian stress granule dynamics. J Cell Biol. 2016;215(3):313–23.
Matsuki H, Takahashi M, Higuchi M, Makokha GN, Oie M, Fujii M. Both G3BP1 and G3BP2 contribute to stress granule formation. Genes Cells. 2013;18(2):135–46.
Arimoto K, Fukuda H, Imajoh-Ohmi S, Saito H, Takekawa M. Formation of stress granules inhibits apoptosis by suppressing stress-responsive MAPK pathways. Nat Cell Biol. 2008;10(11):1324–32.
Zhao J, Fu X, Chen H, Min L, Sun J, Yin J, et al. G3BP1 interacts with YWHAZ to regulate chemoresistance and predict adjuvant chemotherapy benefit in gastric cancer. Br J Cancer. 2021;124(2):425–36.
Memczak S, Jens M, Elefsinioti A, Torti F, Krueger J, Rybak A, et al. Circular RNAs are a large class of animal RNAs with regulatory potency. Nature. 2013;495(7441):333–8.
Misir S, Wu N, Yang BB. Specific expression and functions of circular RNAs. Cell death and differentiation. 2022.
Ishola AA, Chien CS, Yang YP, Chien Y, Yarmishyn AA, Tsai PH, et al. Oncogenic circRNA hsa_circ_0000190 modulates EGFR/ERK pathway in promoting NSCLC. Cancer Res. 2021.
Chen T, Wang X, Li C, Zhang H, Liu Y, Han D, et al. CircHIF1A regulated by FUS accelerates triple-negative breast cancer progression by modulating NFIB expression and translocation. Oncogene. 2021;40(15):2756–71.
Sidrauski C, McGeachy AM, Ingolia NT, Walter P. The small molecule ISRIB reverses the effects of eIF2α phosphorylation on translation and stress granule assembly. eLife. 2015;4.
Marchetti C, De Felice F, Romito A, Iacobelli V, Sassu CM, Corrado G, et al. Chemotherapy resistance in epithelial ovarian cancer: mechanisms and emerging treatments. Semin Cancer Biol. 2021;77:144–66.
Han D, Wang L, Chen B, Zhao W, Liang Y, Li Y, et al. USP1-WDR48 deubiquitinase complex enhances TGF-β induced epithelial-mesenchymal transition of TNBC cells via stabilizing TAK1. Cell Cycle (Georgetown, Tex). 2021;20(3):320–31.
Han Z, Zhang Y, Sun Y, Chen J, Chang C, Wang X, et al. ERβ-mediated alteration of circATP2B1 and miR-204-3p signaling promotes invasion of clear cell renal cell carcinoma. Can Res. 2018;78(10):2550–63.
Yan D, Dong W, He Q, Yang M, Huang L, Kong J, et al. Circular RNA circPICALM sponges miR-1265 to inhibit bladder cancer metastasis and influence FAK phosphorylation. EBioMedicine. 2019;48:316–31.
Aktaş T, Avşar Ilık İ, Maticzka D, Bhardwaj V, Pessoa Rodrigues C, Mittler G, et al. DHX9 suppresses RNA processing defects originating from the Alu invasion of the human genome. Nature. 2017;544(7648):115–9.
Tang D, Ma J, Chu Z, Wang X, Zhao W, Zhang Q. Apatinib-induced NF-κB inactivation sensitizes triple-negative breast cancer cells to doxorubicin. Am J Transl Res. 2020;12(7):3741–53.
Watanabe T, Imamura T, Hiasa Y. Roles of protein kinase R in cancer: potential as a therapeutic target. Cancer Sci. 2018;109(4):919–25.
Sultana MA, Cluning C, Kwong WS, Polain N, Pavlos NJ, Ratajczak T, et al. The SQSTM1/p62 UBA domain regulates Ajuba localisation, degradation and NF-κB signaling function. PLoS ONE. 2021;16(11): e0259556.
Ohtake F, Saeki Y, Ishido S, Kanno J, Tanaka K. The K48–K63 branched ubiquitin chain regulates NF-κB signaling. Mol Cell. 2016;64(2):251–66.
Guo Y, Li Q, Zhao G, Zhang J, Yuan H, Feng T, et al. Loss of TRIM31 promotes breast cancer progression through regulating K48- and K63-linked ubiquitination of p53. Cell Death Dis. 2021;12(10):945.
Shen S, Yang Y, Shen P, Ma J, Fang B, Wang Q, et al. circPDE4B prevents articular cartilage degeneration and promotes repair by acting as a scaffold for RIC8A and MID1. Ann Rheum Dis. 2021;80(9):1209–19.
Ni T, Zhang Q, Li Y, Huang C, Zhou T, Yan J, et al. CircSTK40 contributes to recurrent implantation failure via modulating the HSP90/AKT/FOXO1 axis. Mol Ther Nucleic Acids. 2021;26:208–21.
Chen HY, Lin LT, Wang ML, Tsai KL, Huang PI, Yang YP, et al. Musashi-1 promotes chemoresistant granule formation by PKR/eIF2α signaling cascade in refractory glioblastoma. Biochimica et biophysica acta Molecular basis of disease. 2018;1864(5 Pt A):1850–61.
Xu J, Ji L, Liang Y, Wan Z, Zheng W, Song X, et al. CircRNA-SORE mediates sorafenib resistance in hepatocellular carcinoma by stabilizing YBX1. Signal Transduct Target Ther. 2020;5(1):298.
Ashwal-Fluss R, Meyer M, Pamudurti NR, Ivanov A, Bartok O, Hanan M, et al. circRNA biogenesis competes with pre-mRNA splicing. Mol Cell. 2014;56(1):55–66.
Nabholtz JM, Abrial C, Mouret-Reynier MA, Dauplat MM, Weber B, Gligorov J, et al. Multicentric neoadjuvant phase II study of panitumumab combined with an anthracycline/taxane-based chemotherapy in operable triple-negative breast cancer: identification of biologically defined signatures predicting treatment impact. Ann Oncol. 2014;25(8):1570–7.
Xu J, Lu W. CircSPIDR acts as a tumour suppressor in cervical adenocarcinoma by sponging miR-431-5p and regulating SORCS1 and CUBN expression. Aging. 2021;13(14):18340–59.
Wang X, Xing L, Yang R, Chen H, Wang M, Jiang R, et al. The circACTN4 interacts with FUBP1 to promote tumorigenesis and progression of breast cancer by regulating the expression of proto-oncogene MYC. Mol Cancer. 2021;20(1):91.
Qin M, Wei G, Sun X. Circ-UBR5: an exonic circular RNA and novel small nuclear RNA involved in RNA splicing. Biochem Biophys Res Commun. 2018;503(2):1027–34.
Chen J, Wu Y, Luo X, Jin D, Zhou W, Ju Z, et al. Circular RNA circRHOBTB3 represses metastasis by regulating the HuR-mediated mRNA stability of PTBP1 in colorectal cancer. Theranostics. 2021;11(15):7507–26.
Zhu YJ, Zheng B, Luo GJ, Ma XK, Lu XY, Lin XM, et al. Circular RNAs negatively regulate cancer stem cells by physically binding FMRP against CCAR1 complex in hepatocellular carcinoma. Theranostics. 2019;9(12):3526–40.
Du WW, Fang L, Yang W, Wu N, Awan FM, Yang Z, et al. Induction of tumor apoptosis through a circular RNA enhancing Foxo3 activity. Cell Death Differ. 2017;24(2):357–70.
Lee YS, Kunkeaw N, Lee YS. Protein kinase R and its cellular regulators in cancer: an active player or a surveillant? Wiley Interdiscip Rev RNA. 2020;11(2): e1558.
Jeon SH, Lee K, Lee KS, Kunkeaw N, Johnson BH, Holthauzen LM, et al. Characterization of the direct physical interaction of nc886, a cellular non-coding RNA, and PKR. FEBS Lett. 2012;586(19):3477–84.
Ding J, Zhao J, Huan L, Liu Y, Qiao Y, Wang Z, et al. Inflammation-induced long intergenic noncoding RNA (LINC00665) increases malignancy through activating the double-stranded RNA-activated protein kinase/nuclear factor Kappa B pathway in hepatocellular carcinoma. Hepatology (Baltimore, MD). 2020;72(5):1666–81.
Holdt LM, Stahringer A, Sass K, Pichler G, Kulak NA, Wilfert W, et al. Circular non-coding RNA ANRIL modulates ribosomal RNA maturation and atherosclerosis in humans. Nat Commun. 2016;7:12429.
Jeffrey IW, Kadereit S, Meurs EF, Metzger T, Bachmann M, Schwemmle M, et al. Nuclear localization of the interferon-inducible protein kinase PKR in human cells and transfected mouse cells. Exp Cell Res. 1995;218(1):17–27.
Ortega-García MB, Mesa A, Moya ELJ, Rueda B, Lopez-Ordoño G, García J, et al. Uncovering tumour heterogeneity through PKR and nc886 analysis in metastatic colon cancer patients treated with 5-FU-based chemotherapy. Cancers. 2020;12(2).
Sun T, Liu Z, Yang Q. The role of ubiquitination and deubiquitination in cancer metabolism. Mol Cancer. 2020;19(1):146.
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(1):295.
Piazzi M, Bavelloni A, Greco S, Focaccia E, Orsini A, Benini S, et al. Expression of the double-stranded RNA-dependent kinase PKR influences osteosarcoma attachment independent growth, migration, and invasion. J Cell Physiol. 2020;235(2):1103–19.
Pataer A, Swisher SG, Roth JA, Logothetis CJ, Corn PG. Inhibition of RNA-dependent protein kinase (PKR) leads to cancer cell death and increases chemosensitivity. Cancer Biol Ther. 2009;8(3):245–52.
Schmidt S, Gay D, Uthe FW, Denk S, Paauwe M, Matthes N, et al. A MYC-GCN2-eIF2α negative feedback loop limits protein synthesis to prevent MYC-dependent apoptosis in colorectal cancer. Nat Cell Biol. 2019;21(11):1413–24.
Pataer A, Vorburger SA, Barber GN, Chada S, Mhashilkar AM, Zou-Yang H, et al. Adenoviral transfer of the melanoma differentiation-associated gene 7 (mda7) induces apoptosis of lung cancer cells via up-regulation of the double-stranded RNA-dependent protein kinase (PKR). Can Res. 2002;62(8):2239–43.
Nussbaum JM, Major M, Gunnery S. Transcriptional upregulation of interferon-induced protein kinase, PKR, in breast cancer. Cancer Lett. 2003;196(2):207–16.
Pataer A, Ozpolat B, Shao R, Cashman NR, Plotkin SS, Samuel CE, et al. Therapeutic targeting of the PI4K2A/PKR lysosome network is critical for misfolded protein clearance and survival in cancer cells. Oncogene. 2020;39(4):801–13.
Protter DSW, Parker R. Principles and properties of stress granules. Trends Cell Biol. 2016;26(9):668–79.
Buchan JR, Parker R. Eukaryotic stress granules: the ins and outs of translation. Mol Cell. 2009;36(6):932–41.
Jain S, Wheeler JR, Walters RW, Agrawal A, Barsic A, Parker R. ATPase-modulated stress granules contain a diverse proteome and substructure. Cell. 2016;164(3):487–98.
Youn JY, Dyakov BJA, Zhang J, Knight JDR, Vernon RM, Forman-Kay JD, et al. Properties of stress granule and P-body proteomes. Mol Cell. 2019;76(2):286–94.
Nguyen HG, Conn CS, Kye Y, Xue L, Forester CM, Cowan JE, et al. Development of a stress response therapy targeting aggressive prostate cancer. Sci Transl Med. 2018;10(439).
Williams MS, Amaral FM, Simeoni F, Somervaille TC. A stress-responsive enhancer induces dynamic drug resistance in acute myeloid leukemia. J Clin Investig. 2020;130(3):1217–32.
This work was supported by National Key Research and Development Program (No. 2020YFA0712400), Special Foundation for Taishan Scholars (No. ts20190971), National Natural Science Foundation of China ( No. 81874119; No. 82072912; No. 82004122), China Postdoctoral Science Foundation (No. 2020M682199), Shandong Provincial Natural Science Foundation, China (No. ZR2020QH335, No. ZR2019LZL003), Chen Xiao-ping Foundation for the Development of Science and Technology of Hubei Province (CXPJJH121001-2021003), 2021 Shandong Medical Association Clinical Research Fund—Qilu Special Project (YXH2022ZX02160), Foundation from Clinical Research Center of Shandong University (No. 2020SDUCRCA015), Qilu Hospital Clinical New Technology Developing Foundation (No. 2019-3).
Ethics approval and consent to participate
Our study was approved by the Ethics Committee on Scientific Research of Shandong University, Qilu Hospital, and informed consent was obtained from all the patients participating in the study.
Consent for publication
All authors agree with the content of the manuscript and agree to this submission.
All the authors declare they have no competing interests.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Additional file 1
. Supplementary Materials and Methods, Supplementary Tables, and Supplementary Figures.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
About this article
Cite this article
Wang, X., Chen, T., Li, C. et al. CircRNA-CREIT inhibits stress granule assembly and overcomes doxorubicin resistance in TNBC by destabilizing PKR. J Hematol Oncol 15, 122 (2022). https://doi.org/10.1186/s13045-022-01345-w
- Stress granules