The Hedgehog signaling pathway is associated with poor prognosis in breast cancer patients with the CD44+/CD24‑ phenotype
- Authors:
- Published online on: October 19, 2016 https://doi.org/10.3892/mmr.2016.5856
- Pages: 5261-5270
Abstract
Introduction
Cancer stem cells (CSCs) are a small population of cells present in tumors, which exhibit stem cell-like properties, including self-renewal and multi-lineage differentiation potential (1,2). CSCs have been reported to serve an important role in tumor recurrence, metastasis and chemotherapeutic resistance in breast cancer (3,4). Targeting CSCs is considered a promising therapeutic strategy for the treatment of breast cancer (5), and identification of the signaling pathways that regulate breast CSCs may facilitate the development of therapeutic agents that target breast CSCs.
The hedgehog (Hh) signaling pathway is known to regulate cell proliferation and self-renewal in normal stem cells during embryonic development, as well as in malignant stem cells (6–8). The Hh signaling pathway is activated by binding of Hh ligands, including sonic hedgehog, desert hedgehog and Indian hedgehog, to the Patched (PTCH) receptor. PTCH receptor activation subsequently results in Smoothened activation, which eventually leads to regulation of the expression of Gli transcription factors that are responsible for cancer cell proliferation, apoptosis and invasion (9). Previous studies have demonstrated that Hh signaling regulates CSCs in several types of human cancer, including breast cancer (10), glioblastoma (11), glioma (12) and myeloid leukemia (13). In breast CSCs, the Hh signaling pathway has an important role in maintaining the cluster of differentiation (CD)44+/CD24− subpopulation and the side population of breast cancer cells (14). Activation of the Hh signaling pathway by Hh ligands and Gli1 or Gli2 overexpression promotes self-renewal of breast CSCs via modulation of Bmi-1 expression (10). However, it remains to be elucidated as to whether Hh signaling activation regulates breast CSCs and contributes to clinical outcomes in patients with breast cancer.
The cell adhesion molecules CD44 and CD24 are expressed on breast cancer cells, and are associated with cell adhesion, tumor initiation, development and metastasis (15). The CD44+/CD24− phenotype is often used as a marker to isolate breast CSCs from solid tumors (16). Breast cancer cells with the CD44+/CD24− phenotype exhibit stem cell-like properties (16), and are associated with enhanced invasion and metastasis (17,18). Furthermore, it has been reported that the CD44+/CD24− phenotype contributes to relapse and poor prognosis in patients with breast cancer (19,20). It has previously been demonstrated that components of the Hh signaling pathway are highly upregulated in breast cancer cells with the CD44+/CD24− phenotype, and that the Hh signaling pathway is essential for maintaining this population of breast cancer cells (14). However, the role of the Hh signaling pathway in breast cancer patients with the CD44+/CD24− phenotype remains to be determined.
The present study used immunohistochemistry to investigate the expression of PTCH, Gli1 and CD44/CD24 in 266 patients with breast cancer. The aim of the present study was to investigate the association between the expression of PTCH and Gli1, which are the main components of the Hh signaling pathway, in breast cancer patients with the CD44+/CD24− phenotype, and to analyze the correlation of their expression with clinicopathological features and prognosis of breast cancer patients with the CD44+/CD24− phenotype.
Materials and methods
Patients and tissue samples
The Medical Ethics Committee of China Medical University (Shenyang, China) approved this retrospective study. Due to the retrospective nature of the present study, the Medical Ethics Committee waived the requirement for written informed consent by the patients. Human breast tissues were obtained from 266 female patients with sporadic breast cancer, who underwent surgery at the First Hospital of China Medical University between 2006 and 2010. The diagnosis of breast cancer was confirmed by pathological staining. A total of 232 patients had invasive ductal carcinoma, and 34 patients had invasive lobular carcinoma. The histological grade of the cancer was determined according to the World Health Organization grading system (21). Clinicopathological data, including patient age, menopausal status, tumor size and lymph node metastasis were retrospectively retrieved from medical records. None of the patients underwent radiation therapy or chemotherapy prior to surgery. Following surgery, 195 patients were followed up for 48–77 months. The chemotherapy regimens of these patients included CEF (cyclophosphamide + epimbicin + fluorouracil, n=151), CAF (cyclophosphamide + Adriamycin + fluorouracil, n=18) and CET (cyclophosphamide + epimbicin + taxol, n=26).
Immunohistochemistry
Immunohistochemical staining was performed as previously described (22). Briefly, sections (4 µm) were obtained from formalin-fixed and paraffin-embedded tissue blocks. Sections were deparaffinized with xylene, rehydrated in a graded alcohol series, and heated in citrate buffer solution (pH 6) for 10 min to retrieve antigens. To suppress endogenous peroxidase activity, the sections were treated with 3% H2O2 at 37°C for 20 min. To block nonspecific protein binding sites, sections were incubated in 10% normal goat serum at 37°C for 30 min. For immunohistochemical staining of PTCH and Gli1, the sections were incubated with primary antibodies against PTCH (rabbit anti-human polyclonal antibodies; 1:100 dilution; cat. no. ab39266; Abcam, Cambridge, UK) or Gli1 (rabbit anti-human polyclonal antibodies; 1:200 dilution; cat. no. ab92611; Abcam) overnight at 4°C. For double immunohistochemical staining of CD44 and CD24, sections were incubated with primary antibodies against CD44 (clone 156-3C11; mouse anti-human monoclonal antibodies; 1:800 dilution; cat. no. MA5-13890; Thermo Fisher Scientific, Inc., Waltham, MA, USA) and CD24 (Clone SN3b; mouse anti-human monoclonal antibodies; 1:400 dilution; cat. no. MA5-11828; Thermo Fisher Scientific, Inc.) overnight at 4°C. Sections in which primary antibodies were replaced with PBS were used as a negative control. Sections were subsequently incubated with biotinylated secondary antibodies (1:1,000 dilution) for 30 min at 37°C, followed by incubation with streptavidin-horseradish peroxidase for an additional 20 min (LSAB kit; Dako, Glostrup, Denmark). For PTCH and Gli1, sections were stained with 3,3-diaminobenzidine (DAB; Sigma-Aldrich; Merck Millipore, Darmstadt, Germany) and counterstained with hematoxylin. For CD44 and CD24 staining, CD24 was detected with Permanent Red (from the Double SP kit; Maixin Biotech. Co., Ltd., Fuzhou, China) and CD44 with DAB. Subsequently, the sections were dehydrated and mounted. Images from each section were captured using a Digital Sight digital camera under a Nikon Eclipse 80i microscope (Nikon Corporation, Tokyo, Japan).
Evaluation of immunohistochemistry
Immunoreactivity was evaluated by two independent investigators blinded to the patients' clinicopathological characteristics, according to the percentage of stained cells and the intensity of immunoreactivity (23,24). Immunoreactive intensity was scored as follows: 0, no staining; 1, weak staining; 2, moderate staining; and 3, strong staining. The percentage of stained cells was scored as follows: 0, <5% stained cells; 1, 5–25% stained cells; 2, 26–50% stained cells; 3, 51–75% stained cells; and 4, >75% stained cells. The final immunoreactive score was calculated by multiplying the intensity score with the score for the percentage of stained cells, and was used to generate the receiver operating characteristic (ROC) curve analysis. The ROC was used to determine the cutoff value for discriminating tumors with positive expression of PTCH, Gli1, CD44 and CD24, from those with negative expression, as previously described by Kim et al (25).
Statistical analysis
Analyses were performed using SPSS 11.5 (SPSS Inc., Chicago, IL, USA). Pearson χ2 or Fisher's exact probability tests were used to evaluate the association between PTCH, Gli1 and CD44+/CD24− expression, and the clinicopathological characteristics of the patients with breast cancer. Spearman rank correlation analysis was used to assess the association between PTCH and Gli1 expression and CD44+/CD24−expression. Survival probabilities were estimated using the Kaplan-Meier method and were assessed by a log-rank test. Disease-free survival (DFS) was calculated as the time between the first day of diagnosis and the occurrence of local recurrence or distant metastasis. Overall survival (OS) was calculated as the time between the first day of diagnosis and disease-related mortality. Univariate and multivariate Cox proportional hazards regression models were used for assessing the association between potential confounding variables and prognosis (OS or DFS). Mann-Whitney U test was used to compared the expression of PTCH and Gli1 in breast cancer with the CD44+/CD2− phenotype with non-CD44+/CD24− phenotype. P≤0.05 was considered to indicate a statistically significant difference.
Results
Clinicopathological characteristics
Table I summarizes the clinicopathological characteristics of the 266 patients with breast cancer. The average age of the patients was 50.8 years (range, 29–74 years). The majority of these patients had a tumor that was diagnosed as invasive ductal carcinoma (87.2%), was <2 cm in size (61.4%) and was graded as histological Grade II (62.6%). Lymph node metastasis occurred in 99 (37.2%) of the 266 patients. Follow-up information was available for 195 patients with breast cancer. Relapses occurred in 144 cases and breast cancer-associated mortality occurred in 25 cases. The 5-year survival rate was 84.8%. The mean OS and DFS were 72.5 and 55.3 months, respectively.
Expression of PTCH, Gli1, CD44 and CD24 in breast cancer tissues
The expression of PTCH, Gli1, CD44 and CD24 was detected in 266 breast cancer tissues using immunohistochemistry. A ROC curve analysis was performed to determine an optimal cutoff score for the expression of PTCH, Gli1, CD44 and CD24 in breast cancer samples, based on the sensitivity and specificity for each clinicopathological parameter. The parameter with the biggest area under the curve was selected. According to the criteria, OS, DFS, OS and lymph node metastasis were selected to determine the cutoff values for PTCH, Gli1, CD44 and CD24, respectively. Cutoff scores of 2.5, 2.5, 3.5 and 3.5 were determined for PTCH, Gli1, CD44 and CD24 expression, respectively (Fig. 1). Since the final immunoreactive scores were integers, negative and positive immunoreactivity were defined by a final score of <3 and ≥3 for PTCH and Gli1, and <4 and ≥4 for CD44 and CD24.
Representative immunohistochemical staining for PTCH, Gli1 and CD44/CD24 in breast cancer samples is presented in Fig. 2. PTCH-positive immunoreactivity was observed in 157 (59.0%) out of 266 breast cancer samples, and Gli1-postive immunoreactivity was detected in 140 (52.6%) out of 266 breast cancer samples (P<0.001). The CD44+/CD24− phenotype was observed in 99 (37.2%) out of 266 breast cancer samples.
Association of PTCH and Gli1 expression with CD44 and CD24 expression
Spearman rank correlation analysis was used to analyze the association between PTCH and Gli1 expression in breast cancer. The expression levels of PTCH were positively correlated with those of Gli1 (r=0.235, P<0.001). In addition, the expression levels of CD44+/CD24− were positively correlated with those of PTCH (r=0.167, P=0.006) and Gli1 (r=0.185, P=0.003) (Table II). Compared with breast cancer with a non-CD44+/CD24− phenotype, PTCH and Gli1 expression was significantly increased in breast cancer tissues with the CD44+/CD24− phenotype (Mann-Whitney U test; P<0.01, 0.05; Fig. 3).
Table II.Association of the expression of PTCH or Gli1 with the expression of CD44+/CD24− in 266 breast cancer tissues. |
Association of the expression of PTCH, Gli1, and CD44/CD24 with clinicopathological characteristics of breast cancer patients
The present study subsequently examined the association of PTCH, Gli1 and CD44/CD24 expression with the clinicopathological characteristics of patients with breast cancer (Table III). PTCH expression was associated with larger tumors (>2.0 cm; P=0.002), lymph node metastasis (P=0.003) and Grade II–III tumors (P=0.012); Gli1 expression was associated with larger tumors (>2.0 cm; P=0.028), lymph node metastasis (P=0.024), invasive lobular carcinoma (P=0.003) and Grade II–III tumors (P=0.001). Combined expression of PTCH and Gli1 was associated with larger tumors (>2.0 cm; P=0.001), lymph node metastasis (P=0.003), invasive lobular carcinoma (P=0.016) and Grade II–III tumors (P<0.001). CD44+/CD24− expression was associated with age (≤50 years old; P=0.014), premenopausal state (P=0.011) and lymph node metastasis (P=0.032).
Table III.Association of the expression of Gli1 and PTCH with the clinicopathological features in breast cancer patients with the CD44+/CD24− phenotype. |
Table III summarizes the association of PTCH and Gli1 expression with the clinicopathological features in breast cancer patients with the CD44+/CD24− phenotype. In tumors with the CD44+/CD24− phenotype, PTCH expression was associated with lymph node metastasis (P=0.005) and Grade II–III tumors (P=0.020) (Table III); and Gli1 expression was associated with invasive lobular carcinoma (P=0.038), lymph node metastasis (P=0.001) and Grade II–III tumors (P=0.033).
Association of the expression of PTCH, Gli1 and CD44/CD24 with the survival of patients with breast cancer
The present study performed a Kaplan-Meier analysis to evaluate the association between the expression of PTCH, Gli1 and CD44/CD24 and the DFS or OS in 195 patients with breast cancer that were treated with chemotherapy. PTCH expression was significantly associated with a shorter DFS (P=0.022) and OS (P<0.001) (Fig. 4A). Gli1 expression was significantly associated with a shorter DFS (P=0.007) and OS (P=0.027) (Fig. 4B). CD44+/CD24− expression was significantly associated with a shorter DFS (P=0.013) and OS (P=0.013) (Fig. 4C).
The present study also investigated the association of the expression of PTCH and Gli1 with the OS or DFS in breast cancer patients with various CD44/CD24 phenotypes. In patients with the CD44+/CD24− phenotype, PTCH expression was significantly associated with a shorter DFS (P=0.002) and OS (P=0.002) (Fig. 5A). In addition, Gli1 expression was significantly associated with a shorter DFS (P=0.005) and OS (P=0.029) (Fig. 5B). However, in patients without the CD44+/CD24− phenotype, PTCH or Gli1 expression was not significantly associated with OS or DFS (P>0.05, Fig. 5C and D).
Univariate Cox regression analysis was performed to evaluate the impact of each clinicopathological variable on the OS and DFS in 195 patients with breast cancer treated with chemotherapy (Table IV). The univariate analysis identified that tumor size and histological grade were significantly associated with the DFS in patients with breast cancer. Lymph node metastasis and histological grade were significantly associated with the OS in patients with breast cancer. In addition, PTCH, Gli1 and CD44+/CD24− expression was significantly associated with a shorter DFS and OS in patients with breast cancer. Furthermore, the expression of PTCH or Gli1 was significantly associated with a shorter DFS in breast cancer patients with the CD44+/CD24− phenotype (Table IV). Furthermore, multivariate Cox regression analysis demonstrated that the expression of PTCH and the CD44+/CD24− phenotype were independent prognostic factors for a shorter DFS in patients with breast cancer (Table V).
Table IV.Univariate Cox regression analysis of the association between clinicopathological features and DFS and OS in 195 patients with breast cancer treated with chemotherapy. |
Table V.Multivariate Cox regression analysis of clinicopathological features correlated with DFS and OS in 195 patients with breast cancer treated with chemotherapy. |
Discussion
It is generally believed that breast CSCs contribute to chemoresistance, recurrence and metastasis in breast cancer (4,16,26). The Hh signaling pathway has been reported to be important for maintaining the stemness of CSCs (10,13,27). In addition, the Hh signaling pathway has been demonstrated to be activated in patients with breast cancer, and inhibition of Hh signaling reduces the growth of breast cancer cells in vitro (28). However, it remains to be elucidated as to whether the Hh signaling pathway affects breast CSCs in patients with breast cancer. In the present study, PTCH, Gli1 and CD44/CD24 expression was detected in samples from 266 patients with breast cancer. The results demonstrated that the expression of PTCH and Gli1, which are the two main components of the Hh signaling pathway, was higher in breast cancer patients with the CD44+/CD24− phenotype, as compared with those with a non-CD44+/CD24− phenotype. The expression of PTCH and Gli1 was positively correlated with CD44+/CD24− expression, thus suggesting that the Hh signaling pathway is activated in breast CSCs. Furthermore, the expression of PTCH and Gli1 was associated with poor survival in breast cancer patients with the CD44+/CD24− phenotype. These findings suggested that Hh signaling activation in breast CSCs may contribute to poor outcomes in patients with breast cancer.
It has previously been reported that PTCH expression is associated with lymph node metastasis and a greater histological grade in patients with breast cancer (29). Tao et al (30) demonstrated that Gli1 was significantly upregulated in breast cancer patients with lymph node metastasis. Furthermore, Xuan et al reported that Gli1 expression was correlated with lymph node metastasis (31). Similarly, the present study demonstrated that the expression of PTCH and Gli1 was associated with lymph node metastasis. These findings suggested that the Hh signaling pathway is important for lymph node metastasis in breast cancer. Furthermore, the expression of PTCH and Gli1 was more positively associated with lymph node metastasis in tumors with a CD44+/CD24− phenotype, further suggesting that the Hh signaling pathway is important for CSC-mediated metastasis in breast cancer. It has previously been reported that breast cancer cells with the CD44+/CD24− phenotype express high levels of metastasis-associated genes and exhibit enhanced metastasis (17,32,33). In addition, Lin et al (19) revealed that the expression of CD44+/CD24− was associated with lymph node metastasis in breast cancer patients with invasive ductal carcinoma. Since the present study demonstrated that the expression of PTCH and Gli1 was significantly associated with lymph node metastasis in tumors with a CD44+/CD24− phenotype, it may be suggested that the Hh signaling pathway is essential for CSC-induced lymph node metastasis in patients with breast cancer.
The present study also demonstrated that the expression of PTCH and Gli1 was associated with a shorter DFS and OS in patients with breast cancer, thus suggesting that the Hh signaling pathway contributes to poor outcomes in patients with breast cancer. Consistent with these findings, Ramaswamy et al (34) reported that Gli1 overexpression was associated with a shorter DFS and OS in patients with breast cancer. Notably, the present study revealed that the expression of PTCH and Gli1 was significantly associated with a shorter DFS and OS in breast cancer patients with the CD44+/CD24− phenotype, but not in patients without the CD44+/CD24− phenotype. It has been reported that the CD44+/CD24− phenotype contributes to poor prognosis in patients with breast cancer (19,20). The present findings indicated that the Hh signaling pathway in CSCs contributes to poor prognosis of breast cancer. Furthermore, a univariate Cox regression analysis identified that the expression of PTCH, Gli1 and CD44+/CD24− was associated with poor prognosis of patients with breast cancer. The multivariate analysis identified that PTCH expression and the CD44+/CD24− phenotype were independent prognostic factors for poor outcome in patients with breast cancer.
In conclusion, the present study investigated PTCH and Gli1 expression, and the CD44+/CD24− phenotype in patients with breast cancer, and analyzed the association of their expression with clinicopathological characteristics and prognosis. The results demonstrated that the expression of PTCH and Gli1 was associated with lymph node metastasis and a worse clinical outcome in patients with breast cancer, particularly those with the CD44+/CD24− phenotype. This study suggests that the Hh signaling pathway in CSCs may be associated with a poor prognosis in patients with breast cancer. Therefore, inhibition of the Hh signaling pathway may be an effective therapeutic strategy for the inhibition of breast CSCs, thus preventing breast cancer recurrence and metastasis.
Acknowledgements
The present study was supported by the Program for Liaoning Innovative Research Team in University, LNIRT, China (grant no. LT2014016), the Program for Liaoning Excellent Talents in University, China (grant no. LJQ2014084), and the S&T Projects in Shenyang, China (grant no. F14-232-6-05).
References
Al-Hajj M and Clarke MF: Self-renewal and solid tumor stem cells. Oncogene. 23:7274–7282. 2004. View Article : Google Scholar : PubMed/NCBI | |
Sampieri K and Fodde R: Cancer stem cells and metastasis. Semin Cancer Biol. 22:187–193. 2012. View Article : Google Scholar : PubMed/NCBI | |
Ishii H, Iwatsuki M, Ieta K, Ohta D, Haraguchi N, Mimori K and Mori M: Cancer stem cells and chemoradiation resistance. Cancer Sci. 99:1871–1877. 2008. View Article : Google Scholar : PubMed/NCBI | |
Li X, Lewis MT, Huang J, Gutierrez C, Osborne CK, Wu MF, Hilsenbeck SG, Pavlick A, Zhang X, Chamness GC, et al: Intrinsic resistance of tumorigenic breast cancer cells to chemotherapy. J Natl Cancer Inst. 100:672–679. 2008. View Article : Google Scholar : PubMed/NCBI | |
McDermott SP and Wicha MS: Targeting breast cancer stem cells. Mol Oncol. 4:404–419. 2010. View Article : Google Scholar : PubMed/NCBI | |
Ingham PW and McMahon AP: Hedgehog signaling in animal development: Paradigms and principles. Genes Dev. 15:3059–3087. 2001. View Article : Google Scholar : PubMed/NCBI | |
Taipale J and Beachy PA: The Hedgehog and Wnt signalling pathways in cancer. Nature. 411:349–354. 2001. View Article : Google Scholar : PubMed/NCBI | |
Jiang J and Hui CC: Hedgehog signaling in development and cancer. Dev Cell. 15:801–812. 2008. View Article : Google Scholar : PubMed/NCBI | |
Briscoe J and Thérond PP: The mechanisms of Hedgehog signalling and its roles in development and disease. Nat Rev Mol Cell Biol. 14:416–429. 2013. View Article : Google Scholar : PubMed/NCBI | |
Liu S, Dontu G, Mantle ID, Patel S, Ahn NS, Jackson KW, Suri P and Wicha MS: Hedgehog signaling and Bmi-1 regulate self-renewal of normal and malignant human mammary stem cells. Cancer Res. 66:6063–6071. 2006. View Article : Google Scholar : PubMed/NCBI | |
Bar EE, Chaudhry A, Lin A, Fan X, Schreck K, Matsui W, Piccirillo S, Vescovi AL, DiMeco F, Olivi A and Eberhart CG: Cyclopamine-mediated hedgehog pathway inhibition depletes stem-like cancer cells in glioblastoma. Stem Cells. 25:2524–2533. 2007. View Article : Google Scholar : PubMed/NCBI | |
Clement V, Sanchez P, de Tribolet N, Radovanovic I and Ruiz i Altaba A: HEDGEHOG-GLI1 signaling regulates human glioma growth, cancer stem cell self-renewal, and tumorigenicity. Curr Biol. 17:165–172. 2007. View Article : Google Scholar : PubMed/NCBI | |
Zhao C, Chen A, Jamieson CH, Fereshteh M, Abrahamsson A, Blum J, Kwon HY, Kim J, Chute JP, Rizzieri D, et al: Hedgehog signalling is essential for maintenance of cancer stem cells in myeloid leukaemia. Nature. 458:776–779. 2009. View Article : Google Scholar : PubMed/NCBI | |
Tanaka H, Nakamura M, Kameda C, Kubo M, Sato N, Kuroki S, Tanaka M and Katano M: The Hedgehog signaling pathway plays an essential role in maintaining the CD44+CD24−/low subpopulation and the side population of breast cancer cells. Anticancer Res. 29:2147–2157. 2009.PubMed/NCBI | |
Jaggupilli A and Elkord E: Significance of CD44 and CD24 as cancer stem cell markers: An enduring ambiguity. Clin Dev Immunol. 2012:7080362012. View Article : Google Scholar : PubMed/NCBI | |
Al-Hajj M, Wicha MS, Benito-Hernandez A, Morrison SJ and Clarke MF: Prospective identification of tumorigenic breast cancer cells. Proc Natl Acad Sci USA. 100:3983–3988. 2003. View Article : Google Scholar : PubMed/NCBI | |
Abraham BK, Fritz P, McClellan M, Hauptvogel P, Athelogou M and Brauch H: Prevalence of CD44+/CD24−/low cells in breast cancer may not be associated with clinical outcome but may favor distant metastasis. Clin Cancer Res. 11:1154–1159. 2005.PubMed/NCBI | |
Sheridan C, Kishimoto H, Fuchs RK, Mehrotra S, Bhat-Nakshatri P, Turner CH, Goulet R Jr, Badve S and Nakshatri H: CD44+/CD24− breast cancer cells exhibit enhanced invasive properties: An early step necessary for metastasis. Breast Cancer Res. 8:R592006. View Article : Google Scholar : PubMed/NCBI | |
Lin Y, Zhong Y, Guan H, Zhang X and Sun Q: CD44+/CD24− phenotype contributes to malignant relapse following surgical resection and chemotherapy in patients with invasive ductal carcinoma. J Exp Clin Cancer Res. 31:592012. View Article : Google Scholar : PubMed/NCBI | |
Lee HE, Kim JH, Kim YJ, Choi SY, Kim SW, Kang E, Chung IY, Kim IA, Kim EJ, Choi Y, et al: An increase in cancer stem cell population after primary systemic therapy is a poor prognostic factor in breast cancer. Br J Cancer. 104:1730–1738. 2011. View Article : Google Scholar : PubMed/NCBI | |
Tavassoli FA and Devilee P: World Health Organization Classification of Tumours Pathology and Genetics Tumours of the Breast and Female Genital Organs. IARC Press; Lyon: 2003 | |
Bai X, Song Z, Fu Y, Yu Z, Zhao L, Zhao H, Yao W, Huang D, Mi X, Wang E, et al: Clinicopathological significance and prognostic value of DNA methyltransferase 1, 3a, and 3b expressions in sporadic epithelial ovarian cancer. PLoS One. 7:e400242012. View Article : Google Scholar : PubMed/NCBI | |
Kim TJ, Lee JY, Hwang TK, Kang CS and Choi YJ: Hedgehog signaling protein expression and its association with prognostic parameters in prostate cancer: A retrospective study from the view point of new 2010 anatomic stage/prognostic groups. J Surg Oncol. 104:472–479. 2011. View Article : Google Scholar : PubMed/NCBI | |
He HC, Chen JH, Chen XB, Qin GQ, Cai C, Liang YX, Han ZD, Dai QS, Chen YR, Zeng GH, et al: Expression of hedgehog pathway components is associated with bladder cancer progression and clinical outcome. Pathol Oncol Res. 18:349–355. 2012. View Article : Google Scholar : PubMed/NCBI | |
Kim BW, Cho H, Chung JY, Conway C, Ylaya K, Kim JH and Hewitt SM: Prognostic assessment of hypoxia and metabolic markers in cervical cancer using automated digital image analysis of immunohistochemistry. J Transl Med. 11:1852013. View Article : Google Scholar : PubMed/NCBI | |
Liu H, Patel MR, Prescher JA, Patsialou A, Qian D, Lin J, Wen S, Chang YF, Bachmann MH, Shimono Y, et al: Cancer stem cells from human breast tumors are involved in spontaneous metastases in orthotopic mouse models. Proc Natl Acad Sci USA. 107:18115–18120. 2010. View Article : Google Scholar : PubMed/NCBI | |
Song Z, Yue W, Wei B, Wang N, Li T, Guan L, Shi S, Zeng Q, Pei X and Chen L: Sonic hedgehog pathway is essential for maintenance of cancer stem-like cells in human gastric cancer. PLoS One. 6:e176872011. View Article : Google Scholar : PubMed/NCBI | |
Kubo M, Nakamura M, Tasaki A, Yamanaka N, Nakashima H, Nomura M, Kuroki S and Katano M: Hedgehog signaling pathway is a new therapeutic target for patients with breast cancer. Cancer Res. 64:6071–6074. 2004. View Article : Google Scholar : PubMed/NCBI | |
Im S, Choi HJ, Yoo C, Jung JH, Jeon YW, Suh YJ and Kang CS: Hedgehog related protein expression in breast cancer: Gli-2 is associated with poor overall survival. Korean J Pathol. 47:116–123. 2013. View Article : Google Scholar : PubMed/NCBI | |
Tao Y, Mao J, Zhang Q and Li L: Overexpression of Hedgehog signaling molecules and its involvement in triple-negative breast cancer. Oncol Lett. 2:995–1001. 2011.PubMed/NCBI | |
Xuan Y and Lin Z: Expression of Indian Hedgehog signaling molecules in breast cancer. J Cancer Res Clin Oncol. 135:235–240. 2009. View Article : Google Scholar : PubMed/NCBI | |
Liu R, Wang X, Chen GY, Dalerba P, Gurney A, Hoey T, Sherlock G, Lewicki J, Shedden K and Clarke MF: The prognostic role of a gene signature from tumorigenic breast-cancer cells. N Engl J Med. 356:217–226. 2007. View Article : Google Scholar : PubMed/NCBI | |
Charafe-Jauffret E, Ginestier C and Birnbaum D: Breast cancer stem cells: Tools and models to rely on. BMC Cancer. 9:2022009. View Article : Google Scholar : PubMed/NCBI | |
Ramaswamy B, Lu Y, Teng KY, Nuovo G, Li X, Shapiro CL and Majumder S: Hedgehog signaling is a novel therapeutic target in tamoxifen-resistant breast cancer aberrantly activated by PI3K/AKT pathway. Cancer Res. 72:5048–5059. 2012. View Article : Google Scholar : PubMed/NCBI |