Positive feedback regulation between USP8 and Hippo/YAP axis drives triple-negative breast cancer progression.
1/5 보강
The hyper-activation of the Hippo/YAP axis was observed in triple-negative breast cancer (TNBC), which was crucial for tumor progression.
APA
Li X, Yang P, et al. (2026). Positive feedback regulation between USP8 and Hippo/YAP axis drives triple-negative breast cancer progression.. Cell death & disease, 17(1), 98. https://doi.org/10.1038/s41419-025-08356-8
MLA
Li X, et al.. "Positive feedback regulation between USP8 and Hippo/YAP axis drives triple-negative breast cancer progression.." Cell death & disease, vol. 17, no. 1, 2026, pp. 98.
PMID
41565619 ↗
Abstract 한글 요약
The hyper-activation of the Hippo/YAP axis was observed in triple-negative breast cancer (TNBC), which was crucial for tumor progression. The over-activation of YAP in TNBC remains unexplained, despite the continued functionality of the inhibitory phospho-cascade. Recently, studies revealed that the ubiquitin modifications of YAP also play important roles in the Hippo/YAP axis and cancer progression. In order to understand the potential mechanisms of ubiquitination and deubiquitination process in YAP function, we carried out siRNA screening for critical deubiquitinases in TNBC. Via the deubiquitinases (DUB) library, we identified Ubiquitin Specific Peptidase 8 (USP8) as an important effector in YAP function and TNBC progression. Inhibition of USP8 hampered TNBC progression via Hippo signaling. Clinical data revealed that USP8 expression correlated with YAP protein level and poor survival in TNBC patients. Biochemical evaluations revealed that USP8 has the ability to connect with YAP and suppress K48-linked polyubiquitination, thereby enhancing the stability of YAP. Interestingly, YAP directly binds to the USP8 promoter region, enhancing its transcription in TNBC. Our study revealed a forward feedback loop between USP8 and Hippo signaling in TNBC, indicating USP8 as a potential therapeutic drug targets in TNBC.
🏷️ 키워드 / MeSH 📖 같은 키워드 OA만
- Humans
- Triple Negative Breast Neoplasms
- Ubiquitin Thiolesterase
- Female
- Hippo Signaling Pathway
- Protein Serine-Threonine Kinases
- Transcription Factors
- Endopeptidases
- Adaptor Proteins
- Signal Transducing
- YAP-Signaling Proteins
- Disease Progression
- Signal Transduction
- Ubiquitination
- Cell Line
- Tumor
- Feedback
- Physiological
- Endosomal Sorting Complexes Required for Transport
- Gene Expression Regulation
- Neoplastic
- Animals
- Cell Cycle Proteins
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Introduction
Introduction
Breast cancer is the most common women malignancies worldwide, while triple negative breast cancer (TNBC) is the most aggressive subtype [1, 2]. Compared with luminal type or HER2 type breast cancers, which showed distinct molecular markers for target therapy, TNBC is a group of breast cancers, which is a lack of effective therapeutic targets [3, 4]. Recent genome-wide association and biological studies have identified frequent abnormalities in Hippo signaling in TNBC samples. While manipulating on Hippo pathway could effectively change the biological behavior of TNBC, making it an promising targeting for TNBC therapy [5].
Hippo pathway is an evolutionally conserved pathway, which was firstly identified from Drosophila [6]. As a self-restricted pathway, Hippo pathway plays important functions in organ size control, tissue regeneration and homeostasis [7]. The core components of the Hippo signaling contain a series of phosphorylation kinases, including Set20-like kinase 1/2 (MST1/2), large tumor suppressor 1/2 (LATS1/2) and transcriptional co-factors YAP and TAZ [8]. When Hippo signaling is activated, MST1/2 facilitates the phosphorylation of LATS1/2, which subsequently promotes the phosphorylation of YAP/TAZ [9]. The phosphorylated YAP/TAZ could be retained in the cytosol and get degraded by a group of ubiquitin ligases [10]. However, if Hippo signaling is turned off, the un-phosphorylated YAP/TAZ could trans-locate into the nucleus and co-activate several transcriptional factors, such as TEADs, to activate a series of transcriptional programs [11].
The biological link between TNBC and the Hippo pathway has been established for decades [12]. For example, YAP expression is elevated in TNBC and is linked to poor overall survival [13]. The activation of YAP in TNBC could induce the expression of a set of genes in cell proliferation and anti-apoptosis in cell line assays [14]. As the important co-activator of the Hippo pathway, YAP could also cooperate with AP-1 family members Fra-1 to initiate the oncogenic transcriptional programs in TNBC cells [15], while YAP deletion could hamper the carcinogenic process in MMTV-PyMT mice models [16]. The reason for YAP hyper-activation remains uncertain, despite the continued functionality of the inhibitory kinase cascade, including MST1/2 and LATS1/2. Recent research suggests that modifications like methylation and ubiquitination may regulate the activity and stability of YAP in TNBC tumorigenesis [17, 18].
The interplay between E3 ubiquitin ligases and deubiquitinases regulates the stability of YAP protein and its transcriptome [19]. Through DUBs (Deubiquitinases) siRNA screening on TNBC cells, we discovered USP8 as a critical modulator to facilitate YAP function and TNBC progression. Inhibiting USP8 may be an effective approach for targeting Hippo-driven TNBC.
Breast cancer is the most common women malignancies worldwide, while triple negative breast cancer (TNBC) is the most aggressive subtype [1, 2]. Compared with luminal type or HER2 type breast cancers, which showed distinct molecular markers for target therapy, TNBC is a group of breast cancers, which is a lack of effective therapeutic targets [3, 4]. Recent genome-wide association and biological studies have identified frequent abnormalities in Hippo signaling in TNBC samples. While manipulating on Hippo pathway could effectively change the biological behavior of TNBC, making it an promising targeting for TNBC therapy [5].
Hippo pathway is an evolutionally conserved pathway, which was firstly identified from Drosophila [6]. As a self-restricted pathway, Hippo pathway plays important functions in organ size control, tissue regeneration and homeostasis [7]. The core components of the Hippo signaling contain a series of phosphorylation kinases, including Set20-like kinase 1/2 (MST1/2), large tumor suppressor 1/2 (LATS1/2) and transcriptional co-factors YAP and TAZ [8]. When Hippo signaling is activated, MST1/2 facilitates the phosphorylation of LATS1/2, which subsequently promotes the phosphorylation of YAP/TAZ [9]. The phosphorylated YAP/TAZ could be retained in the cytosol and get degraded by a group of ubiquitin ligases [10]. However, if Hippo signaling is turned off, the un-phosphorylated YAP/TAZ could trans-locate into the nucleus and co-activate several transcriptional factors, such as TEADs, to activate a series of transcriptional programs [11].
The biological link between TNBC and the Hippo pathway has been established for decades [12]. For example, YAP expression is elevated in TNBC and is linked to poor overall survival [13]. The activation of YAP in TNBC could induce the expression of a set of genes in cell proliferation and anti-apoptosis in cell line assays [14]. As the important co-activator of the Hippo pathway, YAP could also cooperate with AP-1 family members Fra-1 to initiate the oncogenic transcriptional programs in TNBC cells [15], while YAP deletion could hamper the carcinogenic process in MMTV-PyMT mice models [16]. The reason for YAP hyper-activation remains uncertain, despite the continued functionality of the inhibitory kinase cascade, including MST1/2 and LATS1/2. Recent research suggests that modifications like methylation and ubiquitination may regulate the activity and stability of YAP in TNBC tumorigenesis [17, 18].
The interplay between E3 ubiquitin ligases and deubiquitinases regulates the stability of YAP protein and its transcriptome [19]. Through DUBs (Deubiquitinases) siRNA screening on TNBC cells, we discovered USP8 as a critical modulator to facilitate YAP function and TNBC progression. Inhibiting USP8 may be an effective approach for targeting Hippo-driven TNBC.
Results
Results
USP8 serves as a crucial regulator of the Hippo signaling pathway in TNBC
To identify novel deubiquitinases (DUBs) that regulate the Hippo signaling pathway, we utilized a DUBs siRNA library for screening in BT549 cells. Transfection was performed in BT549 cells, and the expression of CTGF, a classic downstream target gene of the Hippo pathway, as well as the transcriptional activity of TEAD, were monitored as indicators of Hippo signaling activity (Fig. S1A, B). Our screening identified known DUBs like USP7 and OTUB1, and uncovered others, such as USP8, that significantly influenced CTGF expression and the Hippo signaling pathway’s transcriptional activity (Fig. 1A, B). We further analyzed the expression of USP8 in TNBC by immunohistochemistry, which showed significantly elevated expression of USP8 in human TNBC (Fig. 1C, D). We explored the prognostic impact of USP8 in TNBC patients using the KM-plot database (https://kmplot.com/analysis/). The KM-plot analysis revealed a correlation between USP8 and low survival rates in TNBC (Fig. 1E). Gene set enrichment analysis (GSEA) of TNBC data in the TCGA database showed that there was a positive correlation between USP8 and Hippo signature genes. (Fig. 1F). Additionally, we performed RNA sequencing analysis after knocking down USP8 in BT549 cells. GSEA indicated that the absence of USP8 suppressed Hippo signaling activity (Fig. 1G). Volcano plots showed that USP8 deficiency downregulated several classic downstream target genes of the Hippo pathway. (Fig. 1H). Heatmaps demonstrated that the expression of Hippo target genes in BT549 cells was suppressed upon USP8 depletion (Fig. 1I). Furthermore, we conducted an analysis of USP8 and YAP expression in TNBC and found a positive correlation between their expressions in 102 clinical samples (Fig. 1J, K). Collectively, our findings suggest that USP8 is likely a positive regulator of the Hippo signaling pathway in TNBC.
Knocking down USP8 inhibits the progression of TNBC
We conducted a further investigation into the impact of USP8 on the phenotypic characteristics of TNBC. Western blot and RT-qPCR results demonstrated that USP8 was effectively silenced by two independent siRNAs (Fig. 2A, B). The CCK8 assay indicated that the suppression of USP8 led to a decrease in the proliferation of BT549 and MDA-MB-231 cells (Fig. 2C). In wound healing assays, we observed that the depletion of USP8 slowed the wound closure rate of BT549 and MDA-MB-231 cells (Fig. 2D, E). Transwell assays demonstrated that inhibiting USP8 decreased the migration and invasion abilities of BT549 and MDA-MB-231 cells (Fig. 2F, G). Moreover, EdU incorporation experiments indicated that the absence of USP8 decreased the number of EdU positive cells in BT549 and MDA-MB-231 cells (Fig. 2H, I). Flow cytometry (FACS) analysis indicated a rise in apoptotic cell numbers in BT549 and MDA-MB-231 cells after USP8 knockdown (Fig. 2J, K). Furthermore, we explored the in vivo role of USP8. Xenograft models demonstrated that the silence of USP8 significantly inhibited tumor growth (Fig. 2L, N). Immunohistochemistry results demonstrated reduced expression levels of YAP and Ki67 in tumors with the silence of USP8 (Fig. 2O, P). Collectively, these data indicate that USP8 plays a significant role in promoting the progression of TNBC.
DUB-IN-2 inhibits the cell phenotype of TNBC cells
Small molecule inhibitors targeting the enzymatic activity of deubiquitinating enzymes (DUBs) have been developed and are entering preclinical studies or clinical trials [20, 21]. Recent studies have also indicated that DUB-IN-2 is an effective inhibitor of USP8 [22, 23]. Consequently, we conducted a series of experiments to investigate the impact of DUB-IN-2 on the phenotype of TNBC cells. Western blot and RT-qPCR validated the inhibitory effect of DUB-IN-2 on USP8 (Fig. 3A, B). The CCK8 assay results showed that DUB-IN-2 effectively suppressed the proliferation of BT549 and MDA-MB-231 cells (Fig. 3C). Additionally, this inhibitor slowed the wound closure rate of BT549 and MDA-MB-231 cells (Fig. 3D, E). Transwell assays revealed that DUB-IN-2 suppressed the migration and invasion abilities of BT549 and MDA-MB-231 cells (Fig. 3F, G). EdU incorporation experiments demonstrated a decrease in EdU-positive cells in BT549 and MDA-MB-231 cells following treatment with DUB-IN-2 (Fig. 3H, I). Additionally, we studied the impact of DUB-IN-2 on cell mortality. Flow cytometry results showed an increase in the number of apoptotic TNBC cells following treatment with the inhibitor (Fig. 3J, K). The absolute increase in cell apoptosis is biologically weak in USP8 inhibition, although it is statistically significant. We further evaluated the effect of USP8 on apoptosis under chemotherapy conditions. With the treatment of PTX, USP8 inhibition significantly increase the proportion of apoptotic cells. This might indicate USP8 could synergize with chemotherapy for TNBC treatment, which makes great importance for biological significance and clinical value (Fig. S2A, B). To evaluate the efficacy of DUB-IN-2, we implemented a xenograft mouse model. The findings indicated that DUB-IN-2 reduced the tumorigenic potential of breast cancer (Fig. 3L, N) and immunohistochemistry showed decreased Ki67 and YAP expression (Fig. 3O, P).
Knockdown of USP8 leads to decrease Hippo signaling pathway activity in TNBC
Given the central role of YAP in the Hippo signaling pathway, we further explored the effects of USP8 on YAP protein. USP8 depletion decreased YAP protein expression without altering YAP mRNA levels (Fig. 4A–D). This implies that USP8 might modulate YAP through post-translational mechanisms. Moreover, qPCR data showed that the silencing of USP8 suppressed the expression of downstream target genes of YAP, such as CTGF and CYR61 (Fig. 4E, F). Additionally, luciferase assays indicated that the inhibition of USP8 also reduced Hippo signaling activity (Fig. 4G, H). Similar results were obtained when using a USP8 inhibitor. After treatment with DUB-IN-2, the protein expression levels of YAP in BT549 and MDA-MB-231 cells decreased (Fig. 4I, L). The downstream target genes of YAP also showed decreased expression (Fig. 4M, N), and the activity level of the Hippo pathway was reduced (Fig. 4O, P). The findings indicate a connection between USP8 and Hippo signaling pathway activity in triple-negative breast cancer.
Overexpression of YAP reduces the effects of USP8 suppression in TNBC
We further conducted rescue experiments to determine whether USP8 promotes the progression of TNBC through YAP. According to Western blot analysis, YAP overexpression can counteract the reduction in its expression levels caused by USP8 knockdown. (Fig. 5A). qPCR data and luciferase assay indicated that overexpression of YAP could rescue the decreased Hippo pathway activity caused by USP8 silencing (Fig. 5B, C). CCK8 and EdU incorporation experiments revealed that the depletion of USP8 suppresses breast cancer cell proliferation, which can be partially counteracted by YAP overexpression (Fig. 5D, E). In wound healing assays, overexpression of YAP restored the wound closure rate of BT549 cells (Fig. 5F). Transwell assays showed that overexpression of YAP could also rescue the reduced migratory and invasive capabilities of BT549 cells caused by USP8 deficiency (Fig. 5G). In xenograft mouse models, the depletion of USP8 inhibited tumor growth, an effect that could be rescued by overexpressing YAP (Fig. 5H–J). Immunohistochemistry of tumor specimens showed that overexpression of YAP partially rescued the reduced expression of YAP and Ki67 caused by USP8 depletion (Fig. 5K, L). These data suggest that USP8 promotes the progression of breast cancer through YAP.
USP8 maintains YAP protein stability by interacting with YAP in TNBC
Subsequently, we further investigated the localization of USP8 and YAP in TNBC cells. Immunofluorescence results showed that USP8 is primarily localized in the cytoplasm, while YAP is localized in both the cytoplasm and nucleus (Fig. 6A). Further endogenous co-immunoprecipitation experiments indicated that USP8 can interact with YAP in BT549 cells (Fig. 6B). USP8 is composed of the MIT domain, Rhodanase domain, and USP domain (Fig. 6C), while the YAP protein consists of the TBD domain, WW domain, and TA domain (Fig. 6D). We created deletion mutants of both USP8 and YAP to better understand the domains involved in their interaction. The study revealed that the USP domain of USP8 interacts with the WW domain of YAP. (Fig. 6E, F). Given the confirmed interaction between USP8 and YAP, we used rigid protein-protein docking to predict the binding sites of the interacting domains (Fig. 6G). As predicted, USP8 binds to YAP through residues 956 and 969 of USP8 and residues 257 and 255 of YAP (Fig. 6H). Given the established interaction between USP8 and YAP, and the observed reduction in YAP protein levels upon USP8 depletion, we hypothesized that USP8 regulates YAP protein via the ubiquitin-proteasome pathway. Interestingly, we discovered that USP8 depletion decreases YAP protein levels, an effect mitigated by MG132 in BT549 and MDA-MB-231 cells. (Fig. 6I, L). Protein stability assays with cycloheximide, which inhibits protein synthesis, demonstrated that USP8 depletion decreases the half-life of YAP protein in BT549 and MDA-MB-231 cells. (Fig. 6J, K, M, N). The necessity of USP8’s enzymatic activity for maintaining YAP protein levels was demonstrated by overexpressing the USP8 catalytic activity mutant (C786A) in BT549 cells. (Fig. 6O, P). The data indicate that USP8’s deubiquitinating enzyme activity is crucial for stabilizing YAP protein.
USP8 stabilizes YAP by reducing K48 poly-ubiquitination
We further investigated the effect of USP8 on YAP ubiquitination. Initially, we employed ubiquitination-based co-immunoprecipitation experiments to demonstrate that USP8 inhibits the overall polyubiquitination levels and K48-linked ubiquitination of YAP (Fig. 7A, B), but does not affect the K63-linked ubiquitination of YAP (Fig. S3A). Moreover, the K48R dominant-negative mutant of ubiquitin is capable of reducing the impact of USP8 on YAP ubiquitination (Fig. 7C), while K63R can still deubiquitinate YAP (Fig. S3B). Subsequently, we examined the impact of USP8 on YAP polyubiquitination in BT549 cells. The results showed that the depletion of USP8 increased the overall polyubiquitination and K48-linked ubiquitination levels of YAP (Fig. 7D, E), but did not alter the K63-linked ubiquitination levels (Fig. S3C). Concurrently, the ubiquitin dominant-negative mutant (K48R) can weaken the effect of USP8 on YAP ubiquitination (Fig. 7F), while K63R can still deubiquitinate YAP (Fig. S3D). Building on prior research highlighting DUB-IN-2’s selective inhibition of USP8, we employed DUB-IN-2 to evaluate its effect on YAP polyubiquitination. Endogenous co-immunoprecipitation coupled with ubiquitin signal immunoblotting indicated that treatment of BT549 cells with the drug increased the overall polyubiquitination and K48-linked ubiquitination levels of YAP (Fig. 7G, H), but did not change its K48R dominant ubiquitination levels (Fig. S3E). The K63-linked ubiquitination cannot inhibit the effect of USP8 on YAP ubiquitination (Fig. S3F), while K63R can still deubiquitinate YAP (Fig. S3G). Furthermore, we examined the effect of wild-type and USP8 catalytic activity mutant (C786A) on YAP polyubiquitination. The study demonstrated that USP8’s catalytic activity is essential for K48-linked ubiquitination of YAP. (Fig. 7I, J and S3H–J). Concurrently, domain-based ubiquitination analysis indicated that USP8 requires its USP domain to deubiquitinate YAP (Fig. 7K and S3K, L). Since the YAP protein contains 14 lysine sites, we generated these mutants. Ubiquitination experiments showed that USP8 can inhibit the polyubiquitination of YAP protein at the K76, K254, and K342 sites (Fig. 7L). Moreover, among these sites, the K76, K254, and K342 sites are evolutionarily conserved from zebrafish to humans (Fig. 7M). Collectively, these results indicate that USP8 inhibits K48-linked polyubiquitination of YAP but has minimal impact on K63-linked polyubiquitination.
A positive feedback mechanism exists between USP8 and YAP, with YAP enhancing the expression of USP8
A number of studies examine the genomic binding sites of YAP in breast cancer, highlighting its pivotal role in breast cancer progression [24]. Analysis of YAP ChIP sequencing data (GSE61852) revealed a significant peak of binding in the US8 promoter region, demonstrating that YAP also plays a role in the regulation of USP8 expression (Fig. 8A). ChIP experiments were conducted to validate the interaction between YAP protein and the USP8 gene promoter region (Fig. 8B). YAP functions as a transcriptional co-activator by interacting with TEAD family transcription factors to regulate target gene expression, as it cannot directly bind to DNA. We investigated the potential transcriptional regulation of USP8 by TEAD first, using the JASPAR database, we predicted three TEAD4 binding sites (site 1, site 2, site 3) in the promoter region of USP8 (Fig. 8C). We designed three pairs of primers based on the predicted binding sites, and ChIP-qPCR showed that YAP can bind to site 1 of the USP8 promoter (Fig. 8D, E). Luciferase reporter assays demonstrated that reducing YAP levels led to a decrease in luciferase activity of the USP8 promoter with the wild-type binding site 1, whereas the mutated site 1 showed no such reduction (Fig. 8F, G). Moreover, reducing YAP in BT549 and MDA-MB-231 cells resulted in lower protein and mRNA levels of USP8. (Fig. 8H–M). To further confirm YAP-driven transcriptional activation of USP8, YAP was silenced in BT549 and MDA-MB-231 cells. ChIP-qPCR confirmed that the depletion of YAP reduced the binding of YAP to the USP8 gene (Fig. 8N, O). Previous studies have shown that the small molecule inhibitor verteporfin can inhibit the function of YAP. After treatment with verteporfin, the protein and mRNA levels of USP8 in BT549 and MDA-MB-231 cells were reduced (Fig. 8P–U). ChIP-qPCR experiments showed a reduced binding of YAP to the USP8 gene (Fig. 8V, W). The data imply that YAP regulates USP8 expression through transcription, resulting in a positive feedback mechanism.
Inhibition of USP8 enhances the sensitivity of TNBC cells to chemotherapeutic agents
In the clinical setting, the mainstay of treatment for TNBC patients is chemotherapy [25]. Specifically, paclitaxel, a microtubule stabilizer, is a first-line chemotherapeutic agent for TNBC patients in the clinic [26]. Nevertheless, many TNBC patients experience resistance, resulting in treatment failure [27]. Therefore, we investigated the combined use of the small molecule inhibitor DUB-IN-2 and paclitaxel to explore their impact on the phenotype of TNBC. As observed in the IC50 determination, the use of DUB-IN-2 reduced the inhibitory IC50 of paclitaxel (Fig. 9A, B). CCK8 experiments indicated that the use of the inhibitor DUB-IN-2 enhanced the inhibitory effect of paclitaxel on BT549 and MDA-MB-231 cells (Fig. 9C, D). In wound healing experiments, the inhibitory effect of the combined treatment on the wound closure rate of breast cancer cells was more pronounced (Fig. 9E, F). Transwell experiments showed that the combined use of paclitaxel and the inhibitor reduced the migratory and invasive capabilities of breast cancer cells (Fig. 9G, H). EdU incorporation experiments indicated a decrease in the number of EdU positive cells in breast cancer cells treated with paclitaxel and DUB-IN-2 (Fig. 9I, J). We employed a xenograft mouse model to examine the combined effects of paclitaxel and DUB-IN-2 on breast cancer aggressiveness. The results showed that the combined use of paclitaxel and DUB-IN-2 more effectively inhibited tumor growth in vivo (Fig. 9K, M) and also reduced the expression of Ki67 in tumors (Fig. 9N, O). The above data indicate that the inhibition of USP8 enhances the sensitivity of TNBC cells to chemotherapeutic drugs.
Collectively, our work demonstrates that USP8 promotes TNBC progression by acting on the Hippo/YAP axis. USP8 activation deubiquitinates YAP at K48-linked ubiquitination, leading to enhanced Hippo signaling and accelerated breast cancer progression. Furthermore, YAP can induce the expression of USP8, suggesting a positive feedback loop operates between USP8 and the Hippo/YAP axis (Fig. 10).
USP8 serves as a crucial regulator of the Hippo signaling pathway in TNBC
To identify novel deubiquitinases (DUBs) that regulate the Hippo signaling pathway, we utilized a DUBs siRNA library for screening in BT549 cells. Transfection was performed in BT549 cells, and the expression of CTGF, a classic downstream target gene of the Hippo pathway, as well as the transcriptional activity of TEAD, were monitored as indicators of Hippo signaling activity (Fig. S1A, B). Our screening identified known DUBs like USP7 and OTUB1, and uncovered others, such as USP8, that significantly influenced CTGF expression and the Hippo signaling pathway’s transcriptional activity (Fig. 1A, B). We further analyzed the expression of USP8 in TNBC by immunohistochemistry, which showed significantly elevated expression of USP8 in human TNBC (Fig. 1C, D). We explored the prognostic impact of USP8 in TNBC patients using the KM-plot database (https://kmplot.com/analysis/). The KM-plot analysis revealed a correlation between USP8 and low survival rates in TNBC (Fig. 1E). Gene set enrichment analysis (GSEA) of TNBC data in the TCGA database showed that there was a positive correlation between USP8 and Hippo signature genes. (Fig. 1F). Additionally, we performed RNA sequencing analysis after knocking down USP8 in BT549 cells. GSEA indicated that the absence of USP8 suppressed Hippo signaling activity (Fig. 1G). Volcano plots showed that USP8 deficiency downregulated several classic downstream target genes of the Hippo pathway. (Fig. 1H). Heatmaps demonstrated that the expression of Hippo target genes in BT549 cells was suppressed upon USP8 depletion (Fig. 1I). Furthermore, we conducted an analysis of USP8 and YAP expression in TNBC and found a positive correlation between their expressions in 102 clinical samples (Fig. 1J, K). Collectively, our findings suggest that USP8 is likely a positive regulator of the Hippo signaling pathway in TNBC.
Knocking down USP8 inhibits the progression of TNBC
We conducted a further investigation into the impact of USP8 on the phenotypic characteristics of TNBC. Western blot and RT-qPCR results demonstrated that USP8 was effectively silenced by two independent siRNAs (Fig. 2A, B). The CCK8 assay indicated that the suppression of USP8 led to a decrease in the proliferation of BT549 and MDA-MB-231 cells (Fig. 2C). In wound healing assays, we observed that the depletion of USP8 slowed the wound closure rate of BT549 and MDA-MB-231 cells (Fig. 2D, E). Transwell assays demonstrated that inhibiting USP8 decreased the migration and invasion abilities of BT549 and MDA-MB-231 cells (Fig. 2F, G). Moreover, EdU incorporation experiments indicated that the absence of USP8 decreased the number of EdU positive cells in BT549 and MDA-MB-231 cells (Fig. 2H, I). Flow cytometry (FACS) analysis indicated a rise in apoptotic cell numbers in BT549 and MDA-MB-231 cells after USP8 knockdown (Fig. 2J, K). Furthermore, we explored the in vivo role of USP8. Xenograft models demonstrated that the silence of USP8 significantly inhibited tumor growth (Fig. 2L, N). Immunohistochemistry results demonstrated reduced expression levels of YAP and Ki67 in tumors with the silence of USP8 (Fig. 2O, P). Collectively, these data indicate that USP8 plays a significant role in promoting the progression of TNBC.
DUB-IN-2 inhibits the cell phenotype of TNBC cells
Small molecule inhibitors targeting the enzymatic activity of deubiquitinating enzymes (DUBs) have been developed and are entering preclinical studies or clinical trials [20, 21]. Recent studies have also indicated that DUB-IN-2 is an effective inhibitor of USP8 [22, 23]. Consequently, we conducted a series of experiments to investigate the impact of DUB-IN-2 on the phenotype of TNBC cells. Western blot and RT-qPCR validated the inhibitory effect of DUB-IN-2 on USP8 (Fig. 3A, B). The CCK8 assay results showed that DUB-IN-2 effectively suppressed the proliferation of BT549 and MDA-MB-231 cells (Fig. 3C). Additionally, this inhibitor slowed the wound closure rate of BT549 and MDA-MB-231 cells (Fig. 3D, E). Transwell assays revealed that DUB-IN-2 suppressed the migration and invasion abilities of BT549 and MDA-MB-231 cells (Fig. 3F, G). EdU incorporation experiments demonstrated a decrease in EdU-positive cells in BT549 and MDA-MB-231 cells following treatment with DUB-IN-2 (Fig. 3H, I). Additionally, we studied the impact of DUB-IN-2 on cell mortality. Flow cytometry results showed an increase in the number of apoptotic TNBC cells following treatment with the inhibitor (Fig. 3J, K). The absolute increase in cell apoptosis is biologically weak in USP8 inhibition, although it is statistically significant. We further evaluated the effect of USP8 on apoptosis under chemotherapy conditions. With the treatment of PTX, USP8 inhibition significantly increase the proportion of apoptotic cells. This might indicate USP8 could synergize with chemotherapy for TNBC treatment, which makes great importance for biological significance and clinical value (Fig. S2A, B). To evaluate the efficacy of DUB-IN-2, we implemented a xenograft mouse model. The findings indicated that DUB-IN-2 reduced the tumorigenic potential of breast cancer (Fig. 3L, N) and immunohistochemistry showed decreased Ki67 and YAP expression (Fig. 3O, P).
Knockdown of USP8 leads to decrease Hippo signaling pathway activity in TNBC
Given the central role of YAP in the Hippo signaling pathway, we further explored the effects of USP8 on YAP protein. USP8 depletion decreased YAP protein expression without altering YAP mRNA levels (Fig. 4A–D). This implies that USP8 might modulate YAP through post-translational mechanisms. Moreover, qPCR data showed that the silencing of USP8 suppressed the expression of downstream target genes of YAP, such as CTGF and CYR61 (Fig. 4E, F). Additionally, luciferase assays indicated that the inhibition of USP8 also reduced Hippo signaling activity (Fig. 4G, H). Similar results were obtained when using a USP8 inhibitor. After treatment with DUB-IN-2, the protein expression levels of YAP in BT549 and MDA-MB-231 cells decreased (Fig. 4I, L). The downstream target genes of YAP also showed decreased expression (Fig. 4M, N), and the activity level of the Hippo pathway was reduced (Fig. 4O, P). The findings indicate a connection between USP8 and Hippo signaling pathway activity in triple-negative breast cancer.
Overexpression of YAP reduces the effects of USP8 suppression in TNBC
We further conducted rescue experiments to determine whether USP8 promotes the progression of TNBC through YAP. According to Western blot analysis, YAP overexpression can counteract the reduction in its expression levels caused by USP8 knockdown. (Fig. 5A). qPCR data and luciferase assay indicated that overexpression of YAP could rescue the decreased Hippo pathway activity caused by USP8 silencing (Fig. 5B, C). CCK8 and EdU incorporation experiments revealed that the depletion of USP8 suppresses breast cancer cell proliferation, which can be partially counteracted by YAP overexpression (Fig. 5D, E). In wound healing assays, overexpression of YAP restored the wound closure rate of BT549 cells (Fig. 5F). Transwell assays showed that overexpression of YAP could also rescue the reduced migratory and invasive capabilities of BT549 cells caused by USP8 deficiency (Fig. 5G). In xenograft mouse models, the depletion of USP8 inhibited tumor growth, an effect that could be rescued by overexpressing YAP (Fig. 5H–J). Immunohistochemistry of tumor specimens showed that overexpression of YAP partially rescued the reduced expression of YAP and Ki67 caused by USP8 depletion (Fig. 5K, L). These data suggest that USP8 promotes the progression of breast cancer through YAP.
USP8 maintains YAP protein stability by interacting with YAP in TNBC
Subsequently, we further investigated the localization of USP8 and YAP in TNBC cells. Immunofluorescence results showed that USP8 is primarily localized in the cytoplasm, while YAP is localized in both the cytoplasm and nucleus (Fig. 6A). Further endogenous co-immunoprecipitation experiments indicated that USP8 can interact with YAP in BT549 cells (Fig. 6B). USP8 is composed of the MIT domain, Rhodanase domain, and USP domain (Fig. 6C), while the YAP protein consists of the TBD domain, WW domain, and TA domain (Fig. 6D). We created deletion mutants of both USP8 and YAP to better understand the domains involved in their interaction. The study revealed that the USP domain of USP8 interacts with the WW domain of YAP. (Fig. 6E, F). Given the confirmed interaction between USP8 and YAP, we used rigid protein-protein docking to predict the binding sites of the interacting domains (Fig. 6G). As predicted, USP8 binds to YAP through residues 956 and 969 of USP8 and residues 257 and 255 of YAP (Fig. 6H). Given the established interaction between USP8 and YAP, and the observed reduction in YAP protein levels upon USP8 depletion, we hypothesized that USP8 regulates YAP protein via the ubiquitin-proteasome pathway. Interestingly, we discovered that USP8 depletion decreases YAP protein levels, an effect mitigated by MG132 in BT549 and MDA-MB-231 cells. (Fig. 6I, L). Protein stability assays with cycloheximide, which inhibits protein synthesis, demonstrated that USP8 depletion decreases the half-life of YAP protein in BT549 and MDA-MB-231 cells. (Fig. 6J, K, M, N). The necessity of USP8’s enzymatic activity for maintaining YAP protein levels was demonstrated by overexpressing the USP8 catalytic activity mutant (C786A) in BT549 cells. (Fig. 6O, P). The data indicate that USP8’s deubiquitinating enzyme activity is crucial for stabilizing YAP protein.
USP8 stabilizes YAP by reducing K48 poly-ubiquitination
We further investigated the effect of USP8 on YAP ubiquitination. Initially, we employed ubiquitination-based co-immunoprecipitation experiments to demonstrate that USP8 inhibits the overall polyubiquitination levels and K48-linked ubiquitination of YAP (Fig. 7A, B), but does not affect the K63-linked ubiquitination of YAP (Fig. S3A). Moreover, the K48R dominant-negative mutant of ubiquitin is capable of reducing the impact of USP8 on YAP ubiquitination (Fig. 7C), while K63R can still deubiquitinate YAP (Fig. S3B). Subsequently, we examined the impact of USP8 on YAP polyubiquitination in BT549 cells. The results showed that the depletion of USP8 increased the overall polyubiquitination and K48-linked ubiquitination levels of YAP (Fig. 7D, E), but did not alter the K63-linked ubiquitination levels (Fig. S3C). Concurrently, the ubiquitin dominant-negative mutant (K48R) can weaken the effect of USP8 on YAP ubiquitination (Fig. 7F), while K63R can still deubiquitinate YAP (Fig. S3D). Building on prior research highlighting DUB-IN-2’s selective inhibition of USP8, we employed DUB-IN-2 to evaluate its effect on YAP polyubiquitination. Endogenous co-immunoprecipitation coupled with ubiquitin signal immunoblotting indicated that treatment of BT549 cells with the drug increased the overall polyubiquitination and K48-linked ubiquitination levels of YAP (Fig. 7G, H), but did not change its K48R dominant ubiquitination levels (Fig. S3E). The K63-linked ubiquitination cannot inhibit the effect of USP8 on YAP ubiquitination (Fig. S3F), while K63R can still deubiquitinate YAP (Fig. S3G). Furthermore, we examined the effect of wild-type and USP8 catalytic activity mutant (C786A) on YAP polyubiquitination. The study demonstrated that USP8’s catalytic activity is essential for K48-linked ubiquitination of YAP. (Fig. 7I, J and S3H–J). Concurrently, domain-based ubiquitination analysis indicated that USP8 requires its USP domain to deubiquitinate YAP (Fig. 7K and S3K, L). Since the YAP protein contains 14 lysine sites, we generated these mutants. Ubiquitination experiments showed that USP8 can inhibit the polyubiquitination of YAP protein at the K76, K254, and K342 sites (Fig. 7L). Moreover, among these sites, the K76, K254, and K342 sites are evolutionarily conserved from zebrafish to humans (Fig. 7M). Collectively, these results indicate that USP8 inhibits K48-linked polyubiquitination of YAP but has minimal impact on K63-linked polyubiquitination.
A positive feedback mechanism exists between USP8 and YAP, with YAP enhancing the expression of USP8
A number of studies examine the genomic binding sites of YAP in breast cancer, highlighting its pivotal role in breast cancer progression [24]. Analysis of YAP ChIP sequencing data (GSE61852) revealed a significant peak of binding in the US8 promoter region, demonstrating that YAP also plays a role in the regulation of USP8 expression (Fig. 8A). ChIP experiments were conducted to validate the interaction between YAP protein and the USP8 gene promoter region (Fig. 8B). YAP functions as a transcriptional co-activator by interacting with TEAD family transcription factors to regulate target gene expression, as it cannot directly bind to DNA. We investigated the potential transcriptional regulation of USP8 by TEAD first, using the JASPAR database, we predicted three TEAD4 binding sites (site 1, site 2, site 3) in the promoter region of USP8 (Fig. 8C). We designed three pairs of primers based on the predicted binding sites, and ChIP-qPCR showed that YAP can bind to site 1 of the USP8 promoter (Fig. 8D, E). Luciferase reporter assays demonstrated that reducing YAP levels led to a decrease in luciferase activity of the USP8 promoter with the wild-type binding site 1, whereas the mutated site 1 showed no such reduction (Fig. 8F, G). Moreover, reducing YAP in BT549 and MDA-MB-231 cells resulted in lower protein and mRNA levels of USP8. (Fig. 8H–M). To further confirm YAP-driven transcriptional activation of USP8, YAP was silenced in BT549 and MDA-MB-231 cells. ChIP-qPCR confirmed that the depletion of YAP reduced the binding of YAP to the USP8 gene (Fig. 8N, O). Previous studies have shown that the small molecule inhibitor verteporfin can inhibit the function of YAP. After treatment with verteporfin, the protein and mRNA levels of USP8 in BT549 and MDA-MB-231 cells were reduced (Fig. 8P–U). ChIP-qPCR experiments showed a reduced binding of YAP to the USP8 gene (Fig. 8V, W). The data imply that YAP regulates USP8 expression through transcription, resulting in a positive feedback mechanism.
Inhibition of USP8 enhances the sensitivity of TNBC cells to chemotherapeutic agents
In the clinical setting, the mainstay of treatment for TNBC patients is chemotherapy [25]. Specifically, paclitaxel, a microtubule stabilizer, is a first-line chemotherapeutic agent for TNBC patients in the clinic [26]. Nevertheless, many TNBC patients experience resistance, resulting in treatment failure [27]. Therefore, we investigated the combined use of the small molecule inhibitor DUB-IN-2 and paclitaxel to explore their impact on the phenotype of TNBC. As observed in the IC50 determination, the use of DUB-IN-2 reduced the inhibitory IC50 of paclitaxel (Fig. 9A, B). CCK8 experiments indicated that the use of the inhibitor DUB-IN-2 enhanced the inhibitory effect of paclitaxel on BT549 and MDA-MB-231 cells (Fig. 9C, D). In wound healing experiments, the inhibitory effect of the combined treatment on the wound closure rate of breast cancer cells was more pronounced (Fig. 9E, F). Transwell experiments showed that the combined use of paclitaxel and the inhibitor reduced the migratory and invasive capabilities of breast cancer cells (Fig. 9G, H). EdU incorporation experiments indicated a decrease in the number of EdU positive cells in breast cancer cells treated with paclitaxel and DUB-IN-2 (Fig. 9I, J). We employed a xenograft mouse model to examine the combined effects of paclitaxel and DUB-IN-2 on breast cancer aggressiveness. The results showed that the combined use of paclitaxel and DUB-IN-2 more effectively inhibited tumor growth in vivo (Fig. 9K, M) and also reduced the expression of Ki67 in tumors (Fig. 9N, O). The above data indicate that the inhibition of USP8 enhances the sensitivity of TNBC cells to chemotherapeutic drugs.
Collectively, our work demonstrates that USP8 promotes TNBC progression by acting on the Hippo/YAP axis. USP8 activation deubiquitinates YAP at K48-linked ubiquitination, leading to enhanced Hippo signaling and accelerated breast cancer progression. Furthermore, YAP can induce the expression of USP8, suggesting a positive feedback loop operates between USP8 and the Hippo/YAP axis (Fig. 10).
Discussion
Discussion
Our current study identified an unexpected regulation loop between USP8 and Hippo/YAP axis in promoting TNBC progression (Fig. 10). In TNBC samples, USP8 expression was positively associated with YAP protein levels and inversely related to overall survival in patients. By preventing K48-linked poly-ubiquitination and degradation of YAP, USP8 could stabilize the YAP protein, promoting the progression of YAP-driven TNBC. On the other hand, YAP could bind to the promoter region of the USP8 gene and facilitate its transcription. The regulation loop revealed a novel insight how the Hippo/YAP axis coordinated with USP8 in promoting TNBC progression. USP8 may act as both an upstream regulator and a downstream target of Hippo signaling in TNBC, positioning it as a crucial modulator. Inhibiting USP8 may represent a potential therapeutic strategy for treating TNBC progression.
USP8 (Ubiquitin Specific Proteases 8) belongs to the family of ubiquitin-specific proteases, which is composed of 1118 amino acids with the hydrolysis domain in the C-terminus [28]. Quite a few studies showed that USP8 could deubiquitinate and stabilize several targets. For example, USP8 may stabilize the type II TGF-β receptor, thereby enhancing TGF-SMAD axis activity and promoting tumor invasion [29]. Besides, USP8 could regulate mitophagy process via modulating Parkin activity, while pharmacological targeting USP8 could rescue the phenotype of Parkinson’s disease [30, 31]. USP8 also play important role in several human malignancies via modulating several oncogenic proteins, including MET and EGFR [32, 33]. Interestingly, our unbiased DUB screening also revealed that USP8 is also an important modulator in the Hippo pathway in TNBC, which also add knowledge for its role in cancer biology, while targeting USP8 could block several oncogenic pathways and be of great significance in cancer therapeutics. However, the therapeutic targeting of USP8 presents a double-edged sword. As a crucial regulator of EGFR sorting and degradation, USP8 inhibition potently suppresses EGFR signaling (a promising strategy for EGFR-driven cancers) but may simultaneously induce epidermal and gastrointestinal toxicities, such as rash, itching, dry skin, oral mucositis, diarrhea, and anorexia. Moreover, given its role in modulating multiple receptor tyrosine kinases (RTKs), USP8 inhibition could disrupt hormonal feedback circuits, including cortisol and ACTH axes, and may lead to additional off-target effects such as immune suppression, headaches, and hematological toxicity. These adverse effects are not unique to USP8 inhibition but are also commonly observed with other targeted therapies (e.g., TKIs), immunotherapies, and chemotherapy.
In this study, we used DUB-IN-2, an irreversible inhibitor that covalently binds the catalytic cysteine of USP8, to probe its function. Although structural similarities among deubiquitinases raise the possibility of off-target inhibition, our functional validation using USP8 depletion and overexpression confirms that USP8 authentically regulates the Hippo pathway in TNBC. While the final verification of clinical application value still requires support from future clinical trials, multiple key experimental results in Fig. 9 indicate that the sensitizing effect mediated by DUB-IN-2 has potential clinical significance: the combination therapy of paclitaxel (PTX) and DUB-IN-2 can enhance the sensitivity of PTX treatment. Ultimately, the translational promise and safety profile of USP8 inhibition must be rigorously evaluated in future clinical trials to determine its potential for clinical application.
For decades, the crucial roles of the Hippo/YAP pathway in TNBC have been identified. Given that most TNBC samples exhibit over-activation of the Hippo/YAP axis, blocking the YAP/TEAD interaction appears to be a potential therapeutic approach for cancers driven by this pathway [34, 35]. Pharmaceutical drugs like verteporfin and Super-TDU, intended to inhibit the Hippo/YAP axis, did not succeed in clinical translation during various pre-clinical studies on Hippo-driven cancer [36]. Various factors may explain the ineffectiveness of verteporfin and Super-TDU [36, 37]. A critical concern is cell membrane penetration, as inhibitors must traverse the membrane to obstruct cytosolic protein interactions [38, 39]. Thus, we shift our strategy into identifying novel modulator of Hippo/YAP axis in TNBC. Interestingly, as the specific inhibitor of USP8, DUB-IN-2 is capable of preventing TNBC from proliferating and metastasizing in both live models and controlled lab conditions. Importantly, DUB-IN-2 could synergize with paclitaxel to inhibit TNBC cells, which indicate that targeting USP8 could be a potential tactic to combat chemotherapy resistance in TNBC patients. Interestingly, our examination of high-resolution IHC images revealed that in the YAP high-expression group, the staining, although intense, frequently displayed a diffuse cytoplasmic and nuclear distribution rather than exclusive nuclear localization. This pattern suggests that YAP abundance alone may not fully correlate with transcriptional activity, and that its nuclear translocation and activation are likely regulated by additional mechanisms. In this context, we identified USP8 as a key regulator of the Hippo pathway. The specific USP8 inhibitor DUB-IN-2 effectively suppressed TNBC proliferation and metastasis in both in vitro and in vivo models. Importantly, DUB-IN-2 synergized with paclitaxel to enhance anti-tumor efficacy, indicating that targeting USP8 may represent a viable therapeutic tactic to overcome chemotherapy resistance in TNBC patients.
We discovered a new positive feedback loop between USP8 and the Hippo/YAP axis in TNBC progression, suggesting that inhibiting USP8 may effectively target the Hippo/YAP axis and combat chemotherapy resistance in TNBC patients.
Our current study identified an unexpected regulation loop between USP8 and Hippo/YAP axis in promoting TNBC progression (Fig. 10). In TNBC samples, USP8 expression was positively associated with YAP protein levels and inversely related to overall survival in patients. By preventing K48-linked poly-ubiquitination and degradation of YAP, USP8 could stabilize the YAP protein, promoting the progression of YAP-driven TNBC. On the other hand, YAP could bind to the promoter region of the USP8 gene and facilitate its transcription. The regulation loop revealed a novel insight how the Hippo/YAP axis coordinated with USP8 in promoting TNBC progression. USP8 may act as both an upstream regulator and a downstream target of Hippo signaling in TNBC, positioning it as a crucial modulator. Inhibiting USP8 may represent a potential therapeutic strategy for treating TNBC progression.
USP8 (Ubiquitin Specific Proteases 8) belongs to the family of ubiquitin-specific proteases, which is composed of 1118 amino acids with the hydrolysis domain in the C-terminus [28]. Quite a few studies showed that USP8 could deubiquitinate and stabilize several targets. For example, USP8 may stabilize the type II TGF-β receptor, thereby enhancing TGF-SMAD axis activity and promoting tumor invasion [29]. Besides, USP8 could regulate mitophagy process via modulating Parkin activity, while pharmacological targeting USP8 could rescue the phenotype of Parkinson’s disease [30, 31]. USP8 also play important role in several human malignancies via modulating several oncogenic proteins, including MET and EGFR [32, 33]. Interestingly, our unbiased DUB screening also revealed that USP8 is also an important modulator in the Hippo pathway in TNBC, which also add knowledge for its role in cancer biology, while targeting USP8 could block several oncogenic pathways and be of great significance in cancer therapeutics. However, the therapeutic targeting of USP8 presents a double-edged sword. As a crucial regulator of EGFR sorting and degradation, USP8 inhibition potently suppresses EGFR signaling (a promising strategy for EGFR-driven cancers) but may simultaneously induce epidermal and gastrointestinal toxicities, such as rash, itching, dry skin, oral mucositis, diarrhea, and anorexia. Moreover, given its role in modulating multiple receptor tyrosine kinases (RTKs), USP8 inhibition could disrupt hormonal feedback circuits, including cortisol and ACTH axes, and may lead to additional off-target effects such as immune suppression, headaches, and hematological toxicity. These adverse effects are not unique to USP8 inhibition but are also commonly observed with other targeted therapies (e.g., TKIs), immunotherapies, and chemotherapy.
In this study, we used DUB-IN-2, an irreversible inhibitor that covalently binds the catalytic cysteine of USP8, to probe its function. Although structural similarities among deubiquitinases raise the possibility of off-target inhibition, our functional validation using USP8 depletion and overexpression confirms that USP8 authentically regulates the Hippo pathway in TNBC. While the final verification of clinical application value still requires support from future clinical trials, multiple key experimental results in Fig. 9 indicate that the sensitizing effect mediated by DUB-IN-2 has potential clinical significance: the combination therapy of paclitaxel (PTX) and DUB-IN-2 can enhance the sensitivity of PTX treatment. Ultimately, the translational promise and safety profile of USP8 inhibition must be rigorously evaluated in future clinical trials to determine its potential for clinical application.
For decades, the crucial roles of the Hippo/YAP pathway in TNBC have been identified. Given that most TNBC samples exhibit over-activation of the Hippo/YAP axis, blocking the YAP/TEAD interaction appears to be a potential therapeutic approach for cancers driven by this pathway [34, 35]. Pharmaceutical drugs like verteporfin and Super-TDU, intended to inhibit the Hippo/YAP axis, did not succeed in clinical translation during various pre-clinical studies on Hippo-driven cancer [36]. Various factors may explain the ineffectiveness of verteporfin and Super-TDU [36, 37]. A critical concern is cell membrane penetration, as inhibitors must traverse the membrane to obstruct cytosolic protein interactions [38, 39]. Thus, we shift our strategy into identifying novel modulator of Hippo/YAP axis in TNBC. Interestingly, as the specific inhibitor of USP8, DUB-IN-2 is capable of preventing TNBC from proliferating and metastasizing in both live models and controlled lab conditions. Importantly, DUB-IN-2 could synergize with paclitaxel to inhibit TNBC cells, which indicate that targeting USP8 could be a potential tactic to combat chemotherapy resistance in TNBC patients. Interestingly, our examination of high-resolution IHC images revealed that in the YAP high-expression group, the staining, although intense, frequently displayed a diffuse cytoplasmic and nuclear distribution rather than exclusive nuclear localization. This pattern suggests that YAP abundance alone may not fully correlate with transcriptional activity, and that its nuclear translocation and activation are likely regulated by additional mechanisms. In this context, we identified USP8 as a key regulator of the Hippo pathway. The specific USP8 inhibitor DUB-IN-2 effectively suppressed TNBC proliferation and metastasis in both in vitro and in vivo models. Importantly, DUB-IN-2 synergized with paclitaxel to enhance anti-tumor efficacy, indicating that targeting USP8 may represent a viable therapeutic tactic to overcome chemotherapy resistance in TNBC patients.
We discovered a new positive feedback loop between USP8 and the Hippo/YAP axis in TNBC progression, suggesting that inhibiting USP8 may effectively target the Hippo/YAP axis and combat chemotherapy resistance in TNBC patients.
Materials and methods
Materials and methods
Cell lines and cell culture
The Human triple negative breast cancer BT549, MDA-MB-231 and the human embryonic kidney HEK-293T cells were acquired from American Type Culture Collection (ATCC). MDA-MB-231 and HEK-293T cells were cultured in Dulbecco’s modified Eagle’s medium (6124056, Gibco). BT549 cells were cultured in RPMI-1640 medium (R8758, Sigma-Aldrich). All cell lines were supplemented with 10% fetal bovine serum (FBS,10270-106, Gibco) and 1% penicillin/streptomycin (C0223, Beyotime). They were maintained at 37 °C and passaged and trypsinized according to the recommendations of ATCC. To ensure the authenticity of all cell lines used in this study, Short Tandem Repeat analysis was performed with the PowerPlex 21 system.
Plasmids and siRNA
Plasmid transfection was carried out using Lipofectamine 2000(1662298, Invitrogen). The plasmids HA-Ub, HA-K48/K48R, HA-K63/K63R originated from our earlier studies. The Myc-YAP, truncated mutants of YAP (amino acid 1–171, 1–292, 172–504, 293–504), lysine mutants of YAP (K76R, K90R, K97R, K102R, K181R, K204R, K252R, K254R, K280R, K315R, K321R, K342R, K494R, and K497R), and TEAD reporter gene plasmid were all generously provided by Zhou XF [40]. Flag-USP8 and mutant USP8 (amino acid 1–313, 314–714, 715–1118) plasmids were obtained from MiaoLingBio, China. We used small interfering RNA (siRNA) to silence specific genes, employing Lipofectamine RNA iMAX (13778150, Invitrogen) for siRNA transfection. The shRNA targeting USP8 (shUSP8) was subcloned into the pLKO.1 vector.
Reagents
The reagents used were DUB-IN-2 (MCE, HY-50737A), MG132 (MCE, HY-15695), Cycloheximide (C7698, Sigma), and Verteporfin (MCE, HY-B0146).
Screening of the DUB siRNA library
The human deubiquitinating enzyme (ON-TARGET plus) used in this study were sourced from the Dharmacon siRNA library (GU-104705). BT549 cells were transfected with various siDUBs for 48 h. RNA was then extracted and reverse transcribed into cDNA. The expression levels of the YAP canonical downstream gene CTGF by RT-qPCR. Meanwhile, after transfection with siDUBs for 48 h, BT549 cells were subjected to a dual-luciferase reporter assay to examine TEAD transcriptional activity, thereby evaluating the potential regulatory effects of DUBs on the Hippo signaling pathway.
RNA extraction and real-time quantitative PCR
RNA isolater Total RNA Extraction Reagent (Vazyme, R401-01) was used to extract total RNA, and cDNA synthesis was performed with HiScript II Q RT SuperMix (Vazyme, R223-01). Real-time quantitative PCR was conducted on a 7500 real-time fluorescence quantitative PCR system (Applied Biosystems, Singapore) using gene-specific primers.
Western blotting
After collecting the cells, cells were lysed using RIPA buffer (Beyotime, P0013). The protein samples were separated using SDS-PAGE and then transferred onto a PVDF membrane, which was blocked with 5% skim milk at room temperature for an hour. The membrane was washed thrice with PBST and then incubated with the appropriate primary antibody at 4 °C overnight. The membrane was treated with the secondary antibody for 1 hour following three washes with PBST. The blot was visualized using an ECL detection kit (MeilunBio, MA0186-1). The following is the information about antibodies used in immunoblot: anti-USP8 rabbit mAb (8782S), anti-YAP rabbit mAb (14074S) and anti-Flag mouse mAb (14793S) were purchased from Cell Signaling Technology and diluted 1:2000. Anti-β-actin rabbit mAb (20536-1-AP) were purchased from Proteintech and diluted 1:5000. Anti-YAP mouse mAb (sc-101199) was purchased from Santa Cruz Biotechnology and diluted 1:1000. Myc-tag rabbit mAb (AE070) was purchased from ABclonal and diluted 1:1000. Anti-Flag mouse mAb (F1804-200UG) was purchased from Sigma and diluted 1:2000. Anti-HA mouse mAb (90513) was purchased from Biolegend.
Luciferase assay
BT549 or MDA-MB-231 cells were seeded into 48-well plates. Following transfection with siUSP8, BT549 or MDA-MB-231 cells were co-transfected with luciferase reporter and Renilla plasmids using Lipofectamine 2000. After a 24-h incubation period, cells were harvested and lysed for the subsequent luciferase assay using the Dual-Luciferase® Reporter Assay System (E1090, Promega).
CCK8 assay
For cell viability assays, BT549 or MDA-MB-231 cells were transfected with siControl or siUSP8 in 12-well plates. After 24 h, 4000 cells were collected and re-seeded in triplicate into 96-well plates. For drug sensitivity analysis, 5000 cells were seeded in 96-well plates and incubated overnight, followed by treatment with specified concentrations of the drug. The CCK8 assay kit (TargetMol, C0005) was used to evaluate cell viability at various time points, and the absorbance of the cells was measured at a wavelength of 450 nm.
EdU assay
The EdU assay kit (RIBOBIO, C10310-1) was used to evaluate cell proliferation. BT549 and MDA-MB-231 cells were seeded into 96-well plates following the respective treatments and incubated overnight. The cells were treated with 50 µM EdU for 2 h and then fixed with 4% paraformaldehyde. The staining process followed the manufacturer’s guidelines, using Hoechst 33342 to stain nucleic acids. Cell proliferation rates were determined with ImageJ.
Wound healing assay
Place BT549 or MDA-MB-231 cells in a 6-well plate and process as needed until cells are fully integrated. With a 200 µl yellow pipette tip, create a straight line on cell monolayer. At the specified time intervals, measure the wound area and compare it to the initial size on the first day.
Transwell assays
In the cell migration assay, 50,000 cells were placed in a serum-free medium and introduced into the upper chamber without a matrix. In the cell invasion assay, 50,000 cells were placed in a serum-free medium and introduced into the upper chamber lined with Matrigel. The lower chamber was filled with medium containing 20% fetal bovine serum. Cells in the lower chamber were fixed with methanol and stained with 0.2% crystal violet following a 12–14 h incubation.
Flow cytometric analyses
In experiments on apoptosis, the FITC Annexin V Apoptosis Detection Kit (BD Pharmingen, 556547) was used to stain BT549 and MDA-MB-231 cells with Annexin V and PI. Following transfection with siUSP8, cells were collected and subjected to enzymatic dissociation using EDTA-free trypsin (03-045-1B, BI) to achieve a single-cell suspension. The cells were then washed three times with PBS and stained with the Annexin V-PI staining kit to detect apoptotic cells. A FACScan (Millipore) was used to measure fluorescence intensity, which was then analyzed using FlowJo 7.6 software.
Co-immunoprecipitation assay
Cell proteins were collected and lysed on ice for 30 min using an IP lysis buffer supplemented with protease inhibitors. The supernatant, obtained after centrifugation at 12,000 × g for 15 min at 4 °C, was incubated overnight at 4 °C with the appropriate antibody or control IgG. The samples were mixed with protein A/G agarose and left to incubate for 2 h at 4 °C. The beads underwent three PBS washes, followed by a 10-min boil at 100 °C to reverse crosslinking, prior to SDS-PAGE immunoblotting analysis.
Molecular docking analysis
Utilize GRAMM-X (http://gramm.compbio.ku.edu/) for rigid protein docking of USP8 and YAP to investigate their interaction. The protein domains of USP8 and YAP are sourced from the Protein Data Bank (PDB) database (http://www.rcsb.org/). Use PyMOL (Version 2.4) along with PDBePISA (https://www.ebi.ac.uk/pdbe/pisa/) to analyze protein–protein interactions and perform additional visualization studies.
Poly-ubiquitination detection assay
For instance. To illustrate K48-linked polyubiquitination, 293T cells were co-transfected with Flag/Flag-USP8, HA-K48-Ub and Myc-YAP plasmids for 24 h, followed by treatment with 10 μM MG132 for 6 h before protein extraction. Subsequently, protein extracts were precleared with 40 μL of protein A/G for 3 h. The proteins were left with the anti-Myc antibody for the duration of the night, then incubated with protein A/G beads at 4 °C for an hour. Finally, anti-HA antibody was used in immunoblotting to identify the levels of K48 polyubiquitinated YAP.
Protein stability assay
Cells were transfected with siControl/siUSP8 or Flag/Flag-USP8 wild-type/Flag-USP8 mutant plasmids. Following CHX treatment for the given time periods, cells were harvested and subjected to immunoblotting analysis using the particular antibodies. The quantification of YAP protein density is conducted using ImageJ software.
Immunofluorescence assay
BT549 and MDA-MB-231 cells were fixed for 10 min using 4% paraformaldehyde (Beyotime, P0099). Permeabilized with 0.25% Triton X-100 (Solarbio, T8200) at room temperature for 5 min. Subsequently, it was blocked with 5% bovine serum albumin (BSA, Beyotime, ST025) at room temperature for one hour. Rabbit anti-USP8 antibody and mouse anti-YAP antibodies were used overnight at 4 °C, followed by Goat Anti-Rabbit IgG (AF488) and Goat Anti-Mouse IgG (AF594) for 1 h at room temperature in dark. Cells were washed three times with PBS and then stained with DAPI (Beyotime, C1006) to make the nucleus visible. A confocal laser scanning microscope was used to capture images, and ImageJ was utilized for further analysis.
Immunohistochemistry
Tissue samples were treated with 4% paraformaldehyde, set in paraffin, and then sectioned into thin slices with a semi-automatic microtome. Immunohistochemistry (IHC) staining was conducted with an IHC kit (ORIGENE, PV-9000). Primary antibodies against USP8 (Cell Signaling Technology, 8782S), YAP (Cell Signaling Technology, 14074S) and Ki67 (Origene, ZM-0166) were utilized. After treating with primary and secondary antibodies, DAB was used to reveal immune complexes, and hematoxylin was applied to stain the cell nuclei.
Xenograft mouse models
In the in vivo tumorigenesis test, 4 million cancer cells were mixed in 200 microliters of PBS and injected under the skin into the mammary fat pads of 4-week-old female BALB/c mice. The tumorigenic potential was evaluated by observing mice for tumor development over a span of about 5 weeks. In the drug treatment study, once the average tumor volume reached 100 mm3, mice received intraperitoneal injections of DMSO, DUB-IN-2, or PTX (10 mg/kg in DMSO) every 3 days, totaling 6 injections. The formula for calculating tumor volume is as follows:(length × width2)/2. All mouse experiments were conducted in accordance with the guidelines approved by the Animal Care Commission of Xinxiang Medical University.
Chromatin immunoprecipitation (ChIP) assay
ChIP analysis was performed on BT549 and MDA-MB-231 cell lines. Cells were fixed for 30 min to facilitate crosslinking, followed by neutralization with 0.1375 mol/L glycine. After washing and scraping into cold PBS/1 mmol/L PMSF, the cells were centrifuged and treated with SDS lysis buffer. Chromatin was sonicated for 10 min with 30-s intervals. Subsequent detection steps utilized a ChIP assay kit (Millipore, 17–295). In this ChIP experiment, a rabbit polyclonal antibody against YAP (Cell Signaling Technology, 14074S) was utilized. DNA extraction was performed using a Qiagen DNA extraction kit (Qiagen, Cat. no. 28106).
Publicly available clinical data analysis
The genomic data commons (GDC) data portal (https://portal.gdc.cancer.gov/) provides USP8 RNA-seq data for tumors of triple-negative breast cancer. Prism 8.0 (GraphPad) was used to analyze and compute the collected data. Gene sets for CORDENONSI YAP CONSERVED SIGNATURE were utilized and obtained from the GSEA Molecular Signatures Database. Heatmap plot was performed using the Xiantao online (https://www.xiantao.love/). The KMPLOT database was used to examine the link between USP8 expression and clinical outcomes.
RNA-seq and analysis
We employed GSEA to evaluate the enrichment of YAP-positive regulatory genes between the siControl and siUSP8 groups. We performed enrichment analysis using Metascape’s Hallmark gene sets to investigate the pathways linked to differentially expressed genes (DEGs). In addition, a volcano plot for DEGs was created using the OmicStudio tool, applying a threshold of P < 0.05 and a fold change > 1.5.
Statistics
In this study, publicly available data were analyzed using statistical tools like Student’s t tests and Pearson correlation coefficients. The data are shown as the average ± standard deviation (SD), with statistical significance indicated by P < 0.05 (*), P < 0.01 (**), and P < 0.001 (***).
Cell lines and cell culture
The Human triple negative breast cancer BT549, MDA-MB-231 and the human embryonic kidney HEK-293T cells were acquired from American Type Culture Collection (ATCC). MDA-MB-231 and HEK-293T cells were cultured in Dulbecco’s modified Eagle’s medium (6124056, Gibco). BT549 cells were cultured in RPMI-1640 medium (R8758, Sigma-Aldrich). All cell lines were supplemented with 10% fetal bovine serum (FBS,10270-106, Gibco) and 1% penicillin/streptomycin (C0223, Beyotime). They were maintained at 37 °C and passaged and trypsinized according to the recommendations of ATCC. To ensure the authenticity of all cell lines used in this study, Short Tandem Repeat analysis was performed with the PowerPlex 21 system.
Plasmids and siRNA
Plasmid transfection was carried out using Lipofectamine 2000(1662298, Invitrogen). The plasmids HA-Ub, HA-K48/K48R, HA-K63/K63R originated from our earlier studies. The Myc-YAP, truncated mutants of YAP (amino acid 1–171, 1–292, 172–504, 293–504), lysine mutants of YAP (K76R, K90R, K97R, K102R, K181R, K204R, K252R, K254R, K280R, K315R, K321R, K342R, K494R, and K497R), and TEAD reporter gene plasmid were all generously provided by Zhou XF [40]. Flag-USP8 and mutant USP8 (amino acid 1–313, 314–714, 715–1118) plasmids were obtained from MiaoLingBio, China. We used small interfering RNA (siRNA) to silence specific genes, employing Lipofectamine RNA iMAX (13778150, Invitrogen) for siRNA transfection. The shRNA targeting USP8 (shUSP8) was subcloned into the pLKO.1 vector.
Reagents
The reagents used were DUB-IN-2 (MCE, HY-50737A), MG132 (MCE, HY-15695), Cycloheximide (C7698, Sigma), and Verteporfin (MCE, HY-B0146).
Screening of the DUB siRNA library
The human deubiquitinating enzyme (ON-TARGET plus) used in this study were sourced from the Dharmacon siRNA library (GU-104705). BT549 cells were transfected with various siDUBs for 48 h. RNA was then extracted and reverse transcribed into cDNA. The expression levels of the YAP canonical downstream gene CTGF by RT-qPCR. Meanwhile, after transfection with siDUBs for 48 h, BT549 cells were subjected to a dual-luciferase reporter assay to examine TEAD transcriptional activity, thereby evaluating the potential regulatory effects of DUBs on the Hippo signaling pathway.
RNA extraction and real-time quantitative PCR
RNA isolater Total RNA Extraction Reagent (Vazyme, R401-01) was used to extract total RNA, and cDNA synthesis was performed with HiScript II Q RT SuperMix (Vazyme, R223-01). Real-time quantitative PCR was conducted on a 7500 real-time fluorescence quantitative PCR system (Applied Biosystems, Singapore) using gene-specific primers.
Western blotting
After collecting the cells, cells were lysed using RIPA buffer (Beyotime, P0013). The protein samples were separated using SDS-PAGE and then transferred onto a PVDF membrane, which was blocked with 5% skim milk at room temperature for an hour. The membrane was washed thrice with PBST and then incubated with the appropriate primary antibody at 4 °C overnight. The membrane was treated with the secondary antibody for 1 hour following three washes with PBST. The blot was visualized using an ECL detection kit (MeilunBio, MA0186-1). The following is the information about antibodies used in immunoblot: anti-USP8 rabbit mAb (8782S), anti-YAP rabbit mAb (14074S) and anti-Flag mouse mAb (14793S) were purchased from Cell Signaling Technology and diluted 1:2000. Anti-β-actin rabbit mAb (20536-1-AP) were purchased from Proteintech and diluted 1:5000. Anti-YAP mouse mAb (sc-101199) was purchased from Santa Cruz Biotechnology and diluted 1:1000. Myc-tag rabbit mAb (AE070) was purchased from ABclonal and diluted 1:1000. Anti-Flag mouse mAb (F1804-200UG) was purchased from Sigma and diluted 1:2000. Anti-HA mouse mAb (90513) was purchased from Biolegend.
Luciferase assay
BT549 or MDA-MB-231 cells were seeded into 48-well plates. Following transfection with siUSP8, BT549 or MDA-MB-231 cells were co-transfected with luciferase reporter and Renilla plasmids using Lipofectamine 2000. After a 24-h incubation period, cells were harvested and lysed for the subsequent luciferase assay using the Dual-Luciferase® Reporter Assay System (E1090, Promega).
CCK8 assay
For cell viability assays, BT549 or MDA-MB-231 cells were transfected with siControl or siUSP8 in 12-well plates. After 24 h, 4000 cells were collected and re-seeded in triplicate into 96-well plates. For drug sensitivity analysis, 5000 cells were seeded in 96-well plates and incubated overnight, followed by treatment with specified concentrations of the drug. The CCK8 assay kit (TargetMol, C0005) was used to evaluate cell viability at various time points, and the absorbance of the cells was measured at a wavelength of 450 nm.
EdU assay
The EdU assay kit (RIBOBIO, C10310-1) was used to evaluate cell proliferation. BT549 and MDA-MB-231 cells were seeded into 96-well plates following the respective treatments and incubated overnight. The cells were treated with 50 µM EdU for 2 h and then fixed with 4% paraformaldehyde. The staining process followed the manufacturer’s guidelines, using Hoechst 33342 to stain nucleic acids. Cell proliferation rates were determined with ImageJ.
Wound healing assay
Place BT549 or MDA-MB-231 cells in a 6-well plate and process as needed until cells are fully integrated. With a 200 µl yellow pipette tip, create a straight line on cell monolayer. At the specified time intervals, measure the wound area and compare it to the initial size on the first day.
Transwell assays
In the cell migration assay, 50,000 cells were placed in a serum-free medium and introduced into the upper chamber without a matrix. In the cell invasion assay, 50,000 cells were placed in a serum-free medium and introduced into the upper chamber lined with Matrigel. The lower chamber was filled with medium containing 20% fetal bovine serum. Cells in the lower chamber were fixed with methanol and stained with 0.2% crystal violet following a 12–14 h incubation.
Flow cytometric analyses
In experiments on apoptosis, the FITC Annexin V Apoptosis Detection Kit (BD Pharmingen, 556547) was used to stain BT549 and MDA-MB-231 cells with Annexin V and PI. Following transfection with siUSP8, cells were collected and subjected to enzymatic dissociation using EDTA-free trypsin (03-045-1B, BI) to achieve a single-cell suspension. The cells were then washed three times with PBS and stained with the Annexin V-PI staining kit to detect apoptotic cells. A FACScan (Millipore) was used to measure fluorescence intensity, which was then analyzed using FlowJo 7.6 software.
Co-immunoprecipitation assay
Cell proteins were collected and lysed on ice for 30 min using an IP lysis buffer supplemented with protease inhibitors. The supernatant, obtained after centrifugation at 12,000 × g for 15 min at 4 °C, was incubated overnight at 4 °C with the appropriate antibody or control IgG. The samples were mixed with protein A/G agarose and left to incubate for 2 h at 4 °C. The beads underwent three PBS washes, followed by a 10-min boil at 100 °C to reverse crosslinking, prior to SDS-PAGE immunoblotting analysis.
Molecular docking analysis
Utilize GRAMM-X (http://gramm.compbio.ku.edu/) for rigid protein docking of USP8 and YAP to investigate their interaction. The protein domains of USP8 and YAP are sourced from the Protein Data Bank (PDB) database (http://www.rcsb.org/). Use PyMOL (Version 2.4) along with PDBePISA (https://www.ebi.ac.uk/pdbe/pisa/) to analyze protein–protein interactions and perform additional visualization studies.
Poly-ubiquitination detection assay
For instance. To illustrate K48-linked polyubiquitination, 293T cells were co-transfected with Flag/Flag-USP8, HA-K48-Ub and Myc-YAP plasmids for 24 h, followed by treatment with 10 μM MG132 for 6 h before protein extraction. Subsequently, protein extracts were precleared with 40 μL of protein A/G for 3 h. The proteins were left with the anti-Myc antibody for the duration of the night, then incubated with protein A/G beads at 4 °C for an hour. Finally, anti-HA antibody was used in immunoblotting to identify the levels of K48 polyubiquitinated YAP.
Protein stability assay
Cells were transfected with siControl/siUSP8 or Flag/Flag-USP8 wild-type/Flag-USP8 mutant plasmids. Following CHX treatment for the given time periods, cells were harvested and subjected to immunoblotting analysis using the particular antibodies. The quantification of YAP protein density is conducted using ImageJ software.
Immunofluorescence assay
BT549 and MDA-MB-231 cells were fixed for 10 min using 4% paraformaldehyde (Beyotime, P0099). Permeabilized with 0.25% Triton X-100 (Solarbio, T8200) at room temperature for 5 min. Subsequently, it was blocked with 5% bovine serum albumin (BSA, Beyotime, ST025) at room temperature for one hour. Rabbit anti-USP8 antibody and mouse anti-YAP antibodies were used overnight at 4 °C, followed by Goat Anti-Rabbit IgG (AF488) and Goat Anti-Mouse IgG (AF594) for 1 h at room temperature in dark. Cells were washed three times with PBS and then stained with DAPI (Beyotime, C1006) to make the nucleus visible. A confocal laser scanning microscope was used to capture images, and ImageJ was utilized for further analysis.
Immunohistochemistry
Tissue samples were treated with 4% paraformaldehyde, set in paraffin, and then sectioned into thin slices with a semi-automatic microtome. Immunohistochemistry (IHC) staining was conducted with an IHC kit (ORIGENE, PV-9000). Primary antibodies against USP8 (Cell Signaling Technology, 8782S), YAP (Cell Signaling Technology, 14074S) and Ki67 (Origene, ZM-0166) were utilized. After treating with primary and secondary antibodies, DAB was used to reveal immune complexes, and hematoxylin was applied to stain the cell nuclei.
Xenograft mouse models
In the in vivo tumorigenesis test, 4 million cancer cells were mixed in 200 microliters of PBS and injected under the skin into the mammary fat pads of 4-week-old female BALB/c mice. The tumorigenic potential was evaluated by observing mice for tumor development over a span of about 5 weeks. In the drug treatment study, once the average tumor volume reached 100 mm3, mice received intraperitoneal injections of DMSO, DUB-IN-2, or PTX (10 mg/kg in DMSO) every 3 days, totaling 6 injections. The formula for calculating tumor volume is as follows:(length × width2)/2. All mouse experiments were conducted in accordance with the guidelines approved by the Animal Care Commission of Xinxiang Medical University.
Chromatin immunoprecipitation (ChIP) assay
ChIP analysis was performed on BT549 and MDA-MB-231 cell lines. Cells were fixed for 30 min to facilitate crosslinking, followed by neutralization with 0.1375 mol/L glycine. After washing and scraping into cold PBS/1 mmol/L PMSF, the cells were centrifuged and treated with SDS lysis buffer. Chromatin was sonicated for 10 min with 30-s intervals. Subsequent detection steps utilized a ChIP assay kit (Millipore, 17–295). In this ChIP experiment, a rabbit polyclonal antibody against YAP (Cell Signaling Technology, 14074S) was utilized. DNA extraction was performed using a Qiagen DNA extraction kit (Qiagen, Cat. no. 28106).
Publicly available clinical data analysis
The genomic data commons (GDC) data portal (https://portal.gdc.cancer.gov/) provides USP8 RNA-seq data for tumors of triple-negative breast cancer. Prism 8.0 (GraphPad) was used to analyze and compute the collected data. Gene sets for CORDENONSI YAP CONSERVED SIGNATURE were utilized and obtained from the GSEA Molecular Signatures Database. Heatmap plot was performed using the Xiantao online (https://www.xiantao.love/). The KMPLOT database was used to examine the link between USP8 expression and clinical outcomes.
RNA-seq and analysis
We employed GSEA to evaluate the enrichment of YAP-positive regulatory genes between the siControl and siUSP8 groups. We performed enrichment analysis using Metascape’s Hallmark gene sets to investigate the pathways linked to differentially expressed genes (DEGs). In addition, a volcano plot for DEGs was created using the OmicStudio tool, applying a threshold of P < 0.05 and a fold change > 1.5.
Statistics
In this study, publicly available data were analyzed using statistical tools like Student’s t tests and Pearson correlation coefficients. The data are shown as the average ± standard deviation (SD), with statistical significance indicated by P < 0.05 (*), P < 0.01 (**), and P < 0.001 (***).
Supplementary information
Supplementary information
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