Identification of SLC25A21-AS1, a lncRNA implicated in the development of EOC
Differential gene expression (DGE) analysis was performed on normal and serous EOC samples using the GSE135886 and GSE14407 sample libraries (Fig. 1a). The DGE analysis revealed 37 upregulated and 259 downregulated lncRNAs in GSE135886, and 47 upregulated and 37 downregulated lncRNAs in GSE14407 in serous EOC samples (Fig. 1b). To narrow down the lncRNAs that have an impact on the occurrence and development of epithelial serous EOC, the results were filtered repeatedly to identify overlapping differentially expressed genes in the two sample libraries. This led to the identification of six co-downregulated lncRNAs: LINC00842, SLC25A21-AS1 (Fig. 1c), HHIP-AS1, LINC00908, PWAR6, and LINC00909. At the cellular level, only SLC25A21-AS1 was found to be expressed at a low level in EOC cells, consistent with expectations in normal ovarian cells and the description in GEPIA (Supplementary Fig. S1). Therefore, we focused on this lncRNA. Next, we verified the differential expression levels of SLC25A21-AS1 in normal ovarian tissues, EOC in situ tissues, and distant metastasis tissues of EOC. In EOC in situ tissue, the content of SLC25A21-AS1 was significantly lower than that in normal ovarian tissues, and more so in distant metastatic tissues (Fig. 1d). These results motivated us to further study the expression of SLC25A21-AS1.
SLC25A21-AS1 expression was detected in nine currently recognized EOC cell lines (Fig. 1e). Subsequent experiments were performed in two of these cell lines (SKOV3 and 3AO). FISH assay revealed that SLC25A21-AS1 was enriched in both the nucleus and cytoplasm (predominantly) of the SKOV3 cells. In addition, SLC25A21-AS1 accumulated to a high degree in the nucleus of the 3AO cells, although was more abundant in the cytoplasm (Fig. 1f). These observations were verified using nucleocytoplasmic separation experiments (Fig. 1g), which provided further understanding of the SLC25A21-AS1 expression.
SLC25A21-AS1 suppresses the proliferation and metastatic abilities of EOC cells
To clarify the contribution thereof to the occurrence and development of EOC, we designed three siRNAs for targeting SLC25A21-AS1, and selected the two most potent siRNAs. This ensured effective knockdown of SLC25A21-AS1 in the selected cell lines (Supplementary Fig. S2b). Concurrently, an overexpression plasmid was designed for this lncRNA to achieve its overexpression (Supplementary Fig. S2d). Interestingly, CCK8 proliferation experiments for the SLC25A21-AS1-knockdown SKOV3 and 3AO cells revealed that knockdown of SLC25A21-AS1 significantly increased proliferation (Fig. 2a). Apoptosis experiments demonstrated that the knockdown of SLC25A21-AS1 expression significantly impaired apoptosis in EOC cells (Fig. 2b). Cell cycle experiments showed that when SLC25A21-AS1 expression is knocked down, a significantly higher proportion of cells in G2 phase was noted, indicating increased cell division (Fig. 2c). A Transwell assay was used to assess the potency of SLC25A21-AS1 on the metastasis of EOC cells. We realized that knocking down of SLC25A21-AS1 expression increased the migration ability of EOC cells, which promoted invasion (Fig. 2d). Conversely, cells overexpressing SLC25A21-AS1 showed significantly reduced proliferation (Fig. 2e). At the same time, high expression of SLC25A21-AS1 resulted in reversal of apoptosis in EOC cells. (Fig. 2f). Consistently, EdU experiments revealed that EdU signals clearly improved when SLC25A21-AS1 expression was knocked down (Supplementary Fig. S2c) and declined in SLC25A21-AS1-overexpression cells (Supplementary Fig. S2e). Overexpression of this molecule resulted in fewer cells in the G2 phase and less active division (Fig. 2g).
The opposite was observed when SLC25A21-AS1 was overexpressed (Fig. 2h). Next, we verified the effect of knockdown and overexpression of SLC25A21-AS1 expression compared with its host gene, SLC25A21, and found that SLC25A21-AS1 knockdown or overexpression had no effect on SLC25A21 expression levels (Supplementary Fig. S2a). This indicates that SLC25A21-AS1 has a function in the occurrence and development of EOC cells independent of the role of its host RNA.
SLC25A21-AS1 binds to PTBP3
To further clarify the role of SLC25A21-AS1 in EOC, a pull-down experiment was performed. The resulting proteins were separated using SDS-PAGE and silver stained (Fig. 3a, S4a). Specific bands were cut from the gel and detected by protein profiling three times. Based on the protein profiles, four potential RNA-binding proteins were identified. They included PTBP3, APE1, KHSRP, and LIS1. We were able to verify the interaction of SLC25A21-AS1 with PTBP3, but not with the remaining proteins (Fig. 3b). This interaction was further confirmed in RIP experiments on PTBP3 (Fig. 3c) and IF-FISH co-localization experiments (Fig. 3d, localization of PTBP3 in cells is represented in green). The latter showed roughly complete colocalization of PTBP3 and SLC25A21-AS1, and that PTBP3 was present in both the nucleus and cytoplasm of SKOV3 and 3AO cells. Moreover, nucleocytoplasmic separation experiments, performed for PTBP3, verified these findings (Supplementary Fig. S5b). The role of PTBP3 in EOC is unknown; hence, we examined the expression of PTBP3 in EOC cells and found that PTBP3 in SKOV3 and 3AO cells was highly expressed compared with its expression in normal ovarian cells (Fig. 3e), consistent with the results in GEPIA (Supplementary Fig. S4b).
PTBP3 promotes the development of EOC cells
A detailed functional investigation of PTBP3 was conducted to reveal the role of PTBP3 in EOC. Three specific siRNAs and an overexpression plasmid were designed and constructed for PTBP3. Two of the three siRNAs with the best knockdown efficiency were selected to ensure experimental accuracy (Supplementary Fig. S4c).
The CCK8 experiments suggested that knockdown of PTBP3 expression reduced EOC cell proliferation; the EDU experiment further supported this change (Fig. 4a, S4d). Conversely, PTBP3 overexpression significantly accelerated EOC cell proliferation (Fig. 4e, S4f). The results from the apoptosis experiments demonstrated that reduced PTBP3 expression increased apoptosis (Fig. 4b), while increased PTBP3 expression decreased apoptosis (Fig. 4f). Moreover, changes in PTBP3 expression during the cell cycle altered the percentage of cells in G2 phase: when PTBP3 expression was low, the percentage decreased (Fig. 4c), and vice versa (Fig. 4g).
In metastasis-related experiments, migration and even invasion abilities in vitro were clearly enhanced due to PTBP3 overexpression, while PTBP3 knockdown slowed the transfer rate (Fig. 4d, 4h). These functional experiments revealed that PTBP3 promotes the occurrence and development of EOC.
SLC25A21-AS1 specifically induces PTBP3 degradation via the ubiquitin–proteasome pathway
To explore the mechanism behind the SLC25A21-AS1 binding to PTBP3, a series of follow-up experiments were performed. Western blot assays revealed that the PTBP3 protein level was enhanced until the amount of SLC25A21-AS1 declined, while it was reduced when SLC25A21-AS1 showed increased expression (Fig. 5a). Interestingly, alternating the expression of SLC25A21-AS1 did not affect PTBP3 mRNA levels (Supplementary Fig. S3a). Moreover, altered expression of PTBP3 had no effect on SLC25A21 expression (Supplementary Fig. S3b). These outcomes suggest that SLC25A21-AS1 directly adjusts PTBP3 protein levels after binding to it, rather than using it as a parent or bridge to regulate the expression of its downstream molecules. To determine whether PTBP3 expression in EOC is regulated through ubiquitination, cycloheximide was used to verify protein stability. After 12 h of incubation, we found that the half-life of PTBP3 in the SLC25A21-AS1-knockdown cells was significantly enhanced, while its stability in the SLC25A21-AS1-overexpression group was significantly decreased (Fig. 5b, c). This indicates that SLC25A21-AS1 regulates PTBP3 expression by promoting protein degradation.
Next, we treated the SKOV3 and 3AO cells with the proteasome inhibitor MG132. We found that regardless of the knockdown or overexpression of SLC25A21-AS1, MG132 treatment weakened protein degradation, resulting in protein levels being more stable compared with the control group (Fig. 5d, e). Moreover, immunoprecipitation results showed that ubiquitin in SLC25A21-AS1-knockdown cells treated with NEM (inhibitor of endogenous deubiquitinase) and Borz (non-selective inhibitor of deubiquitinase) had a lower degree of ubiquitination, compared with SLC25A21-AS1-overexpressing cells treated with the same inhibitors (Fig. 5f, 5g). These results suggest that SLC25A21-AS1 directly regulates PTBP3 expression via the ubiquitin-proteasome pathway.
To further examine the interaction between SLC25A21-AS1 and PTBP3, we used catRapid to predict the potential PTBP3 binding site on the SLE25A21-AS1 sequence. (Fig. 5h). In silico prediction results (Supplementary Fig. S6a) showed the full-length SLC25A21-AS1 could be divided into five segments and truncated bodies were formed (Supplementary Fig. S6b, c). Moreover, RIP experiments revealed that the T2 segment was enriched for PTBP3, and that the addition of the negative control group ruled out the binding error of endogenous SLC25A21-AS1 to a certain extent (Fig. 5i). To ensure accuracy, we tested the amplification products of T1–T5 twice to verify the sequence consistency of the amplified fragments and the truncated body (Supplementary Fig. S7a). The EMSAs confirmed the binding of the T2 segment to PTBP3. After Mut T2, the PTBP3 was not enriched, and the super-shift band did not appear after the addition of the antibody, confirming PTBP3 binding to SLC25A21-AS1 in the T2 segment (180–256 bp) (Fig. 5j).
To determine whether the ubiquitin-proteasome pathway mechanism of SLC25A21-AS1 and PTBP3 is closely related to the association between the two, we performed immunoprecipitation experiments with 5-segment truncations and used control cell groups to exclude endogenous interference. The differences in ubiquitination between the groups were analyzed, and it was found that the level of ubiquitination in the T2 segment was significantly increased, while ubiquitination in the other segments was similar to the negative control group (Fig. 5k).
PTBP3 reverses the role of SLC25A21-AS1 in EOC
To determine whether PTBP3 mediates the role of SLC25A21-A1 in serous OC, we overexpressed SLC25A21-AS1 stably in SKOV3 and 3AO cells (Supplementary Fig. S8a) and expressed PTBP3 in cells from one of the groups. The CCK8 assay revealed that simultaneous overexpression of SLC25A21-AS1 and PTBP3 alleviated the inhibitory effect on cell proliferation, compared to SLC25A21-AS1 expression alone (Fig. 6a). In keeping with this, the EdU experiment showed that, compared with the SLC25A21-AS1 overexpression group, there was a significant improvement in the proliferation rate in the SLC25A21-AS1 and PTBP3 overexpression group (Fig. 6e). Moreover, overexpression of PTBP3 effectively rescued SLC25A21-AS1-induced apoptosis (Fig. 6b), with an increased percentage of cells in the G2 phase (Fig. 6c). Furthermore, after the addition of PTBP3, SLC25A21-AS1 alleviated the consistency of migration and invasion (Fig. 6d). These outcomes denote that PTBP3 can reverse the inhibitory effect of SLC25A21-AS1 in EOC cells.
SLC25A21-AS1 inhibits tumor growth and metastasis in a xenograft model
After clarifying the in vitro effect of SLC25A21-AS1, we sought to confirm its effect in vivo. For this purpose, we subcutaneously injected different groups of SKOV3 stably transfected cells (Supplementary Fig. S8a) into nude mice, and periodically measured the tumor sizes to observe tumor proliferation after formation. The results showed that the SLC25A21-AS1 overexpression group significantly inhibited tumor growth, while tumors in the PTBP3 group were larger (Fig. 7a, b). Notably, tumors were lighter in the SLC25A21-AS1 group than the other two groups (Fig. 7c). The tumor tissues were removed and used for RT-qPCR. In order to ensure the accuracy of the experiment, we re-extracted RNA and protein from tumors dissected from nude mice and detected the expression levels of SLC25A21-AS1 and PTBP3 (Supplementary Fig. S8c, d). The results were consistent with our assumptions. Immunohistochemistry indicated that proliferation in the SLC25A21-AS1 group was weaker but recovered in the presence of PTBP3. In addition, apoptosis in the SLC25A21-AS1 group increased compared with the control group, while PTBP3 reversed this effect (Fig. 7d). In addition, three groups of nude mice were selected for intraperitoneal injection to observe tumor metastasis. After four weeks of observation, distinct patterns were observed in the motility in among different groups of nude mice (Fig. 7e). Motility in the SLC group was, as expected, slower than the control group; addition of PTBP3 restored tumor metastasis to a certain extent, in agreement with the in vitro results.
SLC25A21-AS1 acts as a prognostic protective molecule in various tumors
We randomly selected 24 patients with EOC and verified the expression of SLC25A21-AS1 in their tumor or paracancerous tissues. The results demonstrated that the levels of SLC25A21-AS1 in tumor tissues of 19 patients were significantly reduced compared with those in paracancerous tissues. No significant differences were observed in the other 5 patients (Fig. 8a). Moreover, bioinformatics analysis identified SLC25A21-AS1 as a potential clinical prognostic protective molecule, with a great impact on the survival rate of patients with EOC (Fig. 8b). To verify whether SLC25A21-AS1 has clinical significance in other tumors, we performed TCGA analysis on more than 20 tumors and found that, in other gynecological tumors, such as Uterine Corpus Endometrial Carcinoma (UCEC), SLC25A21-AS1 expression was low, whereas PTBP3 expression was high (Fig. 8c). Meanwhile, SLC25A21-AS1 expression in other systemic tumors was lower than that in normal tissues (Supplementary Fig. S9b, S9c), consistent with the description in GEPIA (Supplementary Fig. S1).Taken together, these results indicate that SLC25A21-AS1 can function as a potential clinical inhibitory molecule in EOC, and may serve as a therapeutic target in various tumors.