The screening of differentially expressed cellular membrane proteins between SP and non-SP cell through quantitative proteomics.
Stable isotope labelling with amino acids in cell culture (SILAC) is a robust proteomics technology. In this work, SILAC and LC–MS/MS were used to compare membrane proteins expressed in the SP cells of SKOV3 and A2780 with those in their non-SP cells. The strategy for SILAC is shown in Figure 1A. Proteins were considered significantly differentially expressed when the P value was less than 0.05 and the fold change (ratio H/L) was more than 1. The proteomic data of in this work have been deposited in the OMIX, China National Center for Bioinformation/Beijing Institute of Genomics, Chinese Academy of Sciences (http://ngdc.cncb.ac.cn/omix: accession no. OMIX001138)[18, 19]. In total, 1561 differentially expressed proteins in SKOV3 SP cells were identified, and 77 of the 1561 proteins analysed had an H/L value over 3 (Figure 1B). In A2780 SP cells, 1989 differentially expressed proteins were detected. All significantly differentially expressed proteins (H/L value >5) in SKOV3 cells were selected and then referred to the results of A2780 SP cells. Six candidate proteins, TMEM109, ATAD3A, ATAD3B, CSN6, CD59 and CDC50A, increased 5.6-10.2-fold in SP cells (Figure 1C). Among them, only CD59 and CDC50A were expressed in the cellular surface membrane, while others were expressed in the nuclear membrane or mitochondrial membrane. Notably, CDC50A, not CD59, was selected as a potential surface biomarker for epithelial ovarian cancer-initiating cells because of the more reasonable proportion (nearly 1%, Figure 1D, 1E) of positive cells.
Validation of CDC50A+ cell expression in SP ovarian cancer cells.
First, as evaluated by western blotting (Gray value of bands were measured using ImageJ software), the expression of CDC50A in SKOV3 and A2780 SP cells increased significantly (p=0.002 and 0.019 respectively, Figure 2A). Compared with non-SP cells, the ratio of CDC50A-positive cells increased significantly in SP cells, as shown by flow cytometry (Figure 2B). In addition, immunofluorescence analysis revealed that CDC50A was located in the cellular surface membrane. In addition, there was a higher level of CDC50A expression in SP cells than in non-SP cells (Figure 2C). All of the above results were in accordance with the results of quantitative proteomics.
Furthermore, the ratios of CDC50A-positive cells in five other ovarian cancer cell lines, in addition to SKOV3 and A2780 cells, were evaluated by flow cytometry. CDC50A-positive cells (0.4%~2.0%) were shown in ovarian cancer cells, which was similar to other common biomarkers of cancer stem cells (Figure 2D). Because of the more reasonable proportion of positive cells in 7 EOC cell lines than in other common CSC biomarkers, such as CD44, CD117 and CD133 (Supplementary Table 2), CDC50A might be a candidate biomarker of epithelial ovarian cancer-initiating cells. Next, the biological characteristics of CDC50A-positive cells were analysed.
Validation of the biological characteristics of CDC50A-positive EOC cells as cancer-initiating cells: proliferation, self-renewal, differentiation, and tumorigenicity.
To detect the differentiation ability of CDC50A+ cells, after culturing as adherent cells for 2 weeks, the CDC50A+ cells (>97% pure) gave rise to both CDC50A+ and CDC50A- cells and further re-established a hierarchy in which the CDC50A+ cells reached a minimum proportion of 0.6% of the population. In contrast, few CDC50A+ cells appeared in the culture of CDC50A- cells, demonstrating that only CDC50A+ cells are capable of differentiating into CDC50A- cells in vitro (Figure 3A).
A sphere-forming and sphere-replating assay was utilized to assess the self-renewal ability of CDC50A+ cells. In this system, isolated CDC50A+ SKOV3 cells generated 2-3 times more spheres than CDC50A- cells, and they possessed robust replating activity (Figure 3B). In addition, cells in spheroids of SKOV3 were largely CDC50A+, the proportion of which increased from ~0.5% in regular cultures to 24% of the cells in the sphere formation cultures (Figure 3C).
The tumorigenicity of CDC50A+ SKOV3 cells was examined through utilization of the serial xenograft assay in immunocompromised NOD/SCID mice. Inoculation of as few as 102 CDC50A+ cells resulted in the formation of tumours in 50% of the mice, whereas no tumours were found after 103 CDC50A- cells were administered (Table 1).
Furthermore, when the level of CDC50A expression in CDC50A-positive SKOV3 and OVCAR4 cells was downregulated by shRNA, the number of spheres decreased significantly (p<0.001, Figure 3D).
In addition, some stem cell-associated genes in CDC50A positive OVCAR4 cells were detected through qRT-PCR and immunoblotting, such as Bmi-1[20], β-catenin[21], APC[22], E-cadherin[23, 24], vimentin[24, 25], TGF-β1[26, 27], Notch-1[28] and Oct-4[29]. Except TGF-β1, both mRNA and protein level of other 7 genes in CDC50A positive cells increased significantly (all p<0.05, Figure 3E, 3F). But the protein expression of TGF-β1 in CDC50A positive OVCAR4 cells was higher than CDC50A negative cells (Figure 3F).
CDC50A-positive cells from primary ovarian cancers met the criteria of cancer-initiating cells.
Twenty-three primary cancer tissues were collected from ovarian cancer patients, and CDC50A+Lin- cells were sorted by FACS. Among them, 16 patients received primary debulking surgery followed by platinum-based chemotherapy. All of them had high-grade ovarian serous carcinoma, and the prognoses of the 16 patients were followed. The remaining 7 patients were treated with neoadjuvant chemotherapy followed by interval debulking surgery. Four of 7 had carcinoma, clear cell cancer or malignant Mullerian cancer. As shown in Supplementary Table 3 and Figure 4A, 0.6%~49.5% of CDC50A+ cells were found in the Lin- tumour cell population. Approximately 2.7% percent of CDC50A+Lin- cells could be detected in ascites. Their frequency varies significantly with tissue origins, histological type, and chemotherapy.
Isolated CDC50A+Lin- cells from primary ovarian tumours were cultured in vitro. While 104 CDC50A-Lin- cells formed few spheres in the nonadherent culture, the same number of CDC50A+Lin- cells were capable of generating more than 10 spheres (Figure 4B). CDC50A+ cells could be enriched from sphere-forming culture in vitro (Figure 4C). In addition, the levels of stem cell-associated genes, including β-catenin[21], APC[22], Notch-1[28], vimentin[24, 25] and TGF-β1[26, 27], were all increased in CDC50A+Lin- cells (Figure 4D).
The tumorigenicity of CDC50A+Lin- cells sorted from ovarian tumours was then assessed using Nod;Scid;IL2rγ-/- (NSG) immunocompromised mice. As shown in Table 1, inoculations of 103, 104 or 105 CDC50A+Lin- cells were able to develop xenograft tumours in one-fourth, three-eighth or four-fifth of mice, respectively, whereas only administration of 105 CDC50A-Lin- cells was able to generate tumours in a quarter of mice. Notably, only small percentages of the xenograft tumour cells were CDC50A+ (Figure 4E), apparently capitulating to the development of original human tumours. Furthermore, these CDC50A+Lin- cells from primary ovarian tumours could be sorted and passaged in NSG recipient mice (Table 1). Taken together, these data demonstrated that CDC50A+Lin- cells from primary ovarian tumours have the ability to self-renew and differentiate in vivo.
High levels of CDC50A in ovarian cancer tumours might be correlated with poor prognosis.
The ratios of CDC50A-positive cells in primary high-grade ovarian serous carcinoma tissues from the 16 patients described above were analysed through FACS, and clinical prognosis was assessed. Disease recurrence were the primary terminal. The percentage of CDC50A-positive cells in primary cancer tissues ranged from 0.6% to 7.4%. Among these 16 patients, 5 patients were platinum resistant, and the remaining 11 were platinum sensitive. When the 50th percentile (4.145%) was considered the cut-off value of the high CDC50A group and low CDC50A group, there were different PFIs between the two groups. After adjusting for the optimal debulking surgery, CDC50A-positive cells were significantly correlated with poor prognosis by Cox regression analysis (p=0.031, RR 0.260, 95% CI 0.77~0.885, Figure 4F).
CDC50A+Lin- cells isolated from primary ovarian cancers exhibited characteristics of mesenchymal transition (EMT).
It has been reported that epithelial mesenchymal transition (EMT) plays an important role in tumour metastasis and that tumour cells with EMT have stem cell properties[24]. As shown in Supplementary Table 3, the frequency of CDC50A+Lin- cells was associated with the dissemination and metastasis of ovarian tumours. Immunostaining with antibodies against E-cadherin and vimentin (Figure 5A) revealed that approximately 33.4% of CDC50A positive OVCAR4 were positive for E-cadherin, and 73.7% positive for vimentin. In CDC50A negative OVCAR4, the ratio of E-cadherin positive cells increased significantly (82.2%, p=0.008) and cells positive for vimentin decreased (29.8%, p=0.029). Furthermore, approximately 29.9% of the CDC50A+Lin- cells sorted from a relapsed Mullerian tumour (Patient 047) were negative for the epithelial marker E-cadherin, and 16.2% of them were positive for the mesenchymal marker vimentin (Figure 5B). In contrast, only a few of the CDC50A-Lin- cells (2.3%) were vimentin positive, suggesting that CDC50A+ cells are more mesenchymal-like and may participate in the dissemination and metastasis of ovarian cancers.
To further explore the relationship between CDC50A+Lin- cells and tumour metastasis, both metastasized tumours on the omentum cake and their primary tumours, which originated from the ovarian surface epithelium, were collected from 8 stage III patients. The frequencies of CDC50A+Lin- cells were significantly higher in the metastatic tumours than in the corresponding primary ovarian tumours (Figure 5C, 5D). Thus, CDC50A+Lin- cells are increased both in relapsed tumours and in metastasized tumours. It is of great interest to further directly determine whether they have an increased ability to disseminate or metastasize.