GSTO1 is upregulated in CC
To determine the expression pattern of GSTO1 in CC, 102 CC samples were evaluated through IHC staining. The baseline clinicopathological data of patients with CC is shown in Table S1. IHC analysis revealed higher GSTO1 protein expression in CC tissues than in normal cervical tissues (Fig. 1A-B). Based on GSTO1 protein expression, samples were classified into two groups: a high expression group with scores ≥ 6 and a low expression group with scores < 6. The correlation between GSTO1 expression and the clinicopathological features of patients with CC is shown in Table 1. GSTO1 was associated with FIGO stage, differentiation, tumor size, DSI, LVSI, and LNM. Meanwhile, GSTO1 expression was not associated with age or type.
Table 1
The association of GSTO1 protein expression and patient clinical characteristics
Patient characteristics | N (%) | GSTO1 Expression | \(\:{\varvec{x}}^{2}\) | P |
High | Low |
Age (year) | | | | | |
<50 | 52(51.0) | 21 | 31 | 0.061 | 0.805 |
≥ 50 | 50(49.0) | 19 | 31 |
FIGO Stage | | | | | |
≤ⅠB1 | 29(28.4) | 19 | 10 | 11.759 | 0.001 |
≥IB2 | 73(71.6) | 21 | 52 |
Histological type | | | | | |
Squamous cell carcinoma | 79(77.5) | 29 | 50 | 0.924 | 0.337 |
Adenocarcinoma | 23(22.5) | 11 | 12 |
Differentiation | | | | | |
Well differentiated | 21(20.6) | 13 | 08 | 5.711 | 0.017 |
Moderately and poorly differentiated | 81(79.4) | 27 | 54 |
Tumor size(cm) | | | | | |
<2.5 | 53(52.0) | 27 | 26 | 6.366 | 0.012 |
≥ 2.5 | 49(48.0) | 13 | 36 |
DSI | | | | | |
<1/2 | 55(53.9) | 30 | 25 | 11.768 | 0.001 |
≥ 1/2 | 47(46.1) | 10 | 37 |
LVSI | | | | | |
Yes | 25(24.5) | 03 | 22 | 10.291 | 0.001 |
No | 77(75.5) | 37 | 40 |
LNM | | | | | |
Yes | 14(13.7) | 02 | 12 | 4.231 | 0.040 |
No | 88(86.3) | 38 | 50 |
FIGO, International Federation of Gynecology and Obstetrics; DSI, Depth of stromal invasion; LVSI, Lymphovascular space infiltrates; LNM, Lymph node metastasis. |
High GSTO1 expression in cancer tissue indicates poor prognosis in patients with CC
Kaplan-Meier survival curves showed that the 5-year cumulative OS was lower in the high GSTO1 expression group (48.4%, 30/62) than in the low GSTO1 expression group (62.5%, 25/40), as was the 5-year cumulative PFS (41.9%, 26/62 versus 57.1%, 24/40) (Fig. 1C). According to the univariate Cox regression model, age (HR: 2.567, 95% CI: 1.116 ~ 5.964, p = 0.027), FIGO stage (HR: 16.673, 95% CI: 2.180 ~ 127.499, p = 0.007), differentiation (HR: 11.574, 95% CI: 1.504 ~ 89.074, p = 0.019), and GSTO1 expression (HR: 6.222, 95% CI: 1.846 ~ 20.975, p = 0.003) were the key factors affecting OS in patients with CC (Table 2). Further, multivariate Cox regression analysis showed that age (HR: 2.711, 95% CI: 1.159 ~ 6.343, p = 0.021), FIGO stage (HR: 8.304, 95% CI: 1.083 ~ 63.644, p = 0.042), and GSTO1 expression (HR: 3.559, 95% CI: 1.039 ~ 12.198, p = 0.043) were independent risk factors affecting OS in patients with CC (Table 2).
Table 2
Univariate and multivariate analysis of OS in patients with CC
Characteristics | Univariate | Multivariate |
HR | 95%CI | P | HR | 95%CI | P |
Age (< 50 vs. ≥50) | 2.576 | (1.116 ~ 5.964) | 0.027 | 2.711 | (1.159 ~ 6.343) | 0.021 |
FIGO stage (≤ⅠB1 vs ≥ IB2) | 16.673 | (2.180 ~ 127.499) | 0.007 | 8.304 | (1.083 ~ 63.644) | 0.042 |
Type (Squamous carcinma vs Adenocarcinoma) | 0.731 | (0.276 ~ 1.935) | 0.529 | | | |
Differentiation(Well vs Moderate and poor) | 11.574 | (1.504 ~ 89.074) | 0.019 | 2.581 | (0.353 ~ 23.012) | 0.326 |
Tumor size (<2.5cm vs ≥ 2.5cm) | 2.038 | (0.871 ~ 4.770) | 0.101 | | | |
DSI (<1/2 vs ≥ 1/2) | 1.985 | (0.880 ~ 4.477) | 0.098 | | | |
LVSI (Yes vs No) | 0.537 | (0.237 ~ 1.218) | 0.137 | | | |
LNM (Yes vs No) | 0.501 | (0.170 ~ 1.470) | 0.208 | | | |
GSTO1 (Low vs High) | 6.222 | (1.846 ~ 20.975) | 0.003 | 3.559 | (1.039 ~ 12.198) | 0.043 |
As per the univariate Cox regression model, age (HR: 2.276, 95% CI: 1.094 ~ 4.736, p = 0.028), FIGO stage (HR: 6.931, 95% CI: 1.644 ~ 29.220, p = 0.008), differentiation (HR: 8.916, 95% CI: 1.214 ~ 65.490, p = 0.032), tumor size (HR: 2.139, 95% CI: 1.005 ~ 4.552, p = 0.048), DSI (HR: 2.642, 95% CI: 1.264 ~ 5.523, p = 0.010), and GSTO1 expression (HR: 6.122, 95% CI: 1.856 ~ 20.188, p = 0.003) were the key factors affecting PFS in patients with CC (Table 3). Multivariate Cox regression analysis showed that age (HR: 2.643, 95% CI: 1.231 ~ 5.676, p = 0.013) and GSTO1 expression (HR: 4.082, 95% CI: 1.223 ~ 13.621, p = 0.022) were independent risk factors affecting PFS in patients with CC (Table 3).
Table 3
Univariate and multivariate analysis of PFS in patients with CC
Characteristics | Univariate | Multivariate |
HR | 95%CI | P | HR | 95%CI | P |
Age (< 50 vs. ≥50) | 2.276 | (1.094 ~ 4.736) | 0.028 | 2.643 | (1.231 ~ 5.676) | 0.013 |
FIGO stage (≤ⅠB1 vs ≥ IB2) | 6.931 | (1.644 ~ 29.220) | 0.008 | 3.114 | (0.655 ~ 14.811) | 0.153 |
Type (Squamous carcinma vs Adenocarcinoma) | 0.545 | (0.209 ~ 1.420) | 0.214 | | | |
Differentiation(Well vs Moderate and poor) | 8.916 | (1.214 ~ 65.490) | 0.032 | 3.561 | (0.473 ~ 26.820) | 0.218 |
Tumor size (<2.5cm vs ≥ 2.5cm) | 2.139 | (1.005 ~ 4.552) | 0.048 | 1.155 | (0.511 ~ 2.607) | 0.730 |
DSI (<1/2 vs ≥ 1/2) | 2.642 | (1.264 ~ 5.523) | 0.010 | 1.782 | (0.883 ~ 3.813) | 1.782 |
LVSI (Yes vs No) | 0.732 | (0.345 ~ 1.556) | 0.418 | | | |
LNM (Yes vs No) | 0.632 | (0.221 ~ 1.8122) | 0.394 | | | |
GSTO1 (Low vs High) | 6.122 | (1.856 ~ 20.188) | 0.003 | 4.082 | (1.223 ~ 13.621) | 0.022 |
GSTO1 downregulation inhibits the proliferation and metastasis of CC cell lines
To further investigate the influence of GSTO1 on CC cell proliferation and metastasis, we suppressed GSTO1 in two CC cell lines (HeLa and C33A) via lentiviral transfection with GSTO1 shRNA (shGSTO1) and a negative control (shNC). Western blot and qRT-PCR were used to confirm GSTO1 protein and mRNA expression, which revealed significant suppression of GSTO1 in cells stably transfected with shGSTO1 relative to the control and shNC cells (Fig. 2A-B).
The effect of GSTO1 downregulation on the proliferation of HeLa and C33A cells was determined using CCK-8 assays. Compared with the control and shNC cells, the shGSTO1 group cells exhibited a significantly reduced proportion of positive nuclei in both cell lines (Fig. 2C). The same trend was observed via EdU assays in HeLa and C33A cells (Fig. 2D). To further explore the effect of GSTO1 on the proliferative capacity of CC cells in vivo, lentivirus-shGSTO1, lentivirus-shNC, or control HeLa cells were subcutaneously inoculated on the left side of four nude mice to construct a subcutaneous xenograft animal model. Our results showed that the tumor volume in the shGSTO1 group was significantly reduced compared to that in the control and shNC groups (Fig. 2E). HE staining was used to examine the histological morphology of sections, confirming the presence of tumors. IHC showed that, compared to the control and shNC groups, the level of GSTO1 in tumor tissue in the control and shNC groups was significantly lower (Fig. 2F).
The effects of GSTO1 downregulation on the invasion and migration of HeLa and C33A cells were assessed via cell scratch tests and Transwell assays. Scratch tests revealed a significantly lower mobility of shGSTO1 group cells relative to that of control and shNC group cells at 24 h. Similar results were observed in C33A cells (Fig. 2G). Transwell migration and invasion experiments showed that the number of HeLa and C33A cells transfected with shGSTO1 passing through the chamber basement membrane was significantly lower than that in the control and shNC groups (Fig. 2H-I).
GSTO1 is N-glycosylated
HeLa and C33A cells were treated with the N-glycosylation inhibitor tunicamycin, whereafter lysates were subjected to Western blot analysis. Total protein was also treated with PNGase F (recombinant glycosidase) or Endo H (endoglycosidase H), whereby GSTO1 protein was detected. We found that GSTO1 protein levels were significantly suppressed after treatment with tunicamycin (Fig. 3A). GSTO1 levels were significantly reduced after treatment with PNGase F or Endo H (Fig. 3B). These results suggested that GSTO1 is N-glycosylated.
To identify GSTO1 glycosylation sites, we searched for evolutionarily conserved NXT motifs within the GSTO1 amino acid sequence, using the NetNGlyc 1.0 Server database for prediction (N-X-S/T, X! = P). N-glycosylation was predicted to occur at positions N55 (p = 0.67), N135 (p = 0.62), and N190 (p = 0.69) (Figure S1A). To determine the presence of N-glycosylation on these potential residues, we mutated them to glutamine (Q), thus generating N55Q, N135Q, N190Q, or 3Q (Fig. 3C). Sequencing results indicated the successful construction of GSTO1 N-glycosylation mutants. CC cell lines were transfected with vectors, GSTO1 wild-type (WT), N55Q, N135Q, N190Q, or 3Q, whereafter cell lysates were analyzed via Western blot. Our results showed that the N55Q, N135Q, N190Q, and 3Q mutants exhibited significantly lower protein levels than the WT (Fig. 3D).
Mutation of N-glycosylation sites in GSTO1 suppresses the proliferation and metastasis of CC cells
Tumor cells exhibit an enhanced ability to proliferate in vivo and ex vivo. Thus, we examined the effect of GSTO1 N-glycosylation on the proliferative capacity of CC cells through EdU (Fig. 4A) and CCK-8 assays (Fig. 4B). CC cells harboring the N55Q, N135Q, N190Q, and 3Q mutants exhibited compromised proliferation compared to WT cells. This suggests that GSTO1 N-glycosylation is associated with the proliferative capacity of CC cells.
Further, scratch healing assays showed a reduced cell migration ability in the mutant groups (Fig. 4C). Transwell assays confirmed that GSTO1 mutants exerted an inhibitory effect on the migration and invasion abilities of HeLa and C33A cells (Fig. 4D-E).
N-glycosylated GSTO1 promotes CC progression through the JAK/STAT3 signaling pathway
The specific regulatory mechanism of GSTO1 N-glycosylation in CC remains unknown. To further determine the possible roles of GSTO1 and its N-glycosylation in CC, we subjected it to KEGG pathway enrichment analysis and found a significant association with the JAK/STAT signaling pathway (Figure S1B).
First, we detected the expression of JAK/STAT3 pathway factors JAK, STAT3, p-JAK, and p-STAT3 via Western blot analysis. As shown in Fig. 5A, cells harboring GSTO1 N-glycosylation mutants exhibited lower p-JAK and p-STAT3 protein levels, with no significant changes in total levels of JAK and STAT3.
To determine whether CC cell proliferation and migration were promoted via the JAK/STAT3 pathway, we treated cells with the JAK/STAT3 inhibitor WP1066. Western blot analysis showed that WP1066 significantly inhibited the phosphorylation of JAK and STAT3 (Fig. 5B). Further, EdU and CCK-8 assay results indicated lower proliferation in WP1066-treated cells (Fig. 5C-D). Scratch healing and Transwell assays (Fig. 5E-G) extended the suppressive effect of WP1066 to CC migration and invasion.
To further verify that GSTO1 N-glycosylation affects the invasion and metastasis of CC through JAK/STAT3 signaling, the JAK/STAT3 signaling activator colivenlin was added to cells harboring GSTO1 simultaneously mutated at three GSTO1 N-glycosylation sites. Western blot analysis showed that colivenlin significantly increased the levels of p-JAK and p-STAT3 (Fig. 6A). EdU and CCK-8 assay results indicated that colivenlin promoted CC cell proliferation (Fig. 6B-C). Scratch healing and transwell assays (Fig. 6D-F) demonstrated that colivenlin enhanced the migration and invasion of HeLa and C33A cells.
N-glycosylated GSTO1 regulates the EMT of CC cells via JAK/STAT3 signaling
To verify whether N-glycosylated GSTO1 affects the EMT of HeLa and C33A cells, the expression of EMT-related factors E-cadherin, N-cadherin, and Vimentin was determined via Western blot analysis. As shown in Fig. 7, compared to the vector and WT groups, cells harboring GSTO1 N-glycosylation mutants exhibited significantly higher E-cadherin levels, in parallel to a downregulation of N-cadherin and Vimentin (Fig. 7A).
To verify whether JAK/STAT3 signaling promotes the EMT, EMT-related factor expression was detected via western blotting after treatment with a JAK/STAT3 signaling pathway inhibitor. JAK/STAT3 signaling inhibition significantly enhanced E-cadherin levels in HeLa and C33A cells while downregulating N-cadherin and Vimentin (Fig. 7B).
Next, we used colivelin in CC cell lines to explore whether GSTO1 N-glycosylation affects the EMT via JAK/STAT3 signaling. As shown in Fig. 7C, N-cadherin and Vimentin were upregulated in the colivelin-treated group, while E-cadherin was suppressed, when compared to the respective levels in the 3Q groups. Therefore, colivelin reversed the effect of N-glycosylation-defective GSTO1 on the EMT.