- Open Access
Evaluation of the correlation of MACC1, CD44, Twist1, and KiSS-1 in the metastasis and prognosis for colon carcinoma
Diagnostic Pathology volume 13, Article number: 45 (2018)
Metastasis-associated in colon cancer 1 (MACC1) has been reported to promote tumor cell invasion and metastasis. Cancer stem cells and epithelial-mesenchymal transition (EMT) have also been reported to promote tumor cell proliferation, invasion, and metastasis. KiSS-1, a known suppressor of metastasis, has been reported to be down-regulated in various tumors. However, the associations of MACC1, CD44, Twist1, and KiSS-1 in colonic adenocarcinoma (CAC) invasion and metastasis remain unclear. The purpose of this study is to investigate the roles of MACC1, CD44, Twist1, and KiSS-1 in CAC invasion and metastasis and their associations with each other and with the clinicopathological characteristics of CAC patients.
Immunohistochemistry and multivariate analysis were carried out to explore the expression of MACC1, CD44, Twist1, and KiSS-1 in 212 whole-CAC-tissue specimens and the corresponding normal colon mucosa tissues. Demographic, clinicopathological, and follow-up data were also collected.
The results of this study showed MACC1, CD44, and Twist1 expression to be up-regulated, and KiSS-1 expression was down-regulated in CAC tissues. Positive expression of MACC1, CD44, and Twist1 was found to be positively correlated with invasion, tumor grades, and lymph- node-metastasis (LNM) stages and tumor-node-metastasis (TNM) stages for patients with CAC. Positive expression of KiSS-1 was inversely associated with invasion, tumor size, LNM stage, and TNM stage. The KiSS-1-positive expression group had significantly more favorable OS than did the KiSS-1-negative group. Univariate analysis indicated that overexpression of MACC1, CD44, and Twists1 was negatively associated with longer overall survival (OS) time, and there was a positive relationship between KiSS-1-positive expression and OS time for patients with CAC. Multivariate Cox analysis demonstrated that overexpression of MACC1, CD44, Twist1, and low expression of KiSS-1 and LNM and TNM stages were independent predictors of prognosis in patients with CAC.
The results in this study indicated that levels of expression of MACC1, CD44, Twist1, and KiSS-1 are related to the duration of OS in patients with CAC. MACC1, CD44, Twist1, and KiSS-1 may be suitable for use as biomarkers and therapeutic targets in CAC.
Colorectal cancer (CRC) is the third most common cancer worldwide, with an estimated 1.4 million new cases in 2012 . In China, CRC had an estimated 376,300 cases, which made it the fifth most common cancer in 2015 . The most common causes of cancer treatment failure are relapse and metastasis. This may be related to an oncogene called metastasis-associated in colon cancer 1 (MACC1). In 2009, MACC1 was first found in colon cancer cell lines . MACC1 is reported to combine with the mesenchymal-epithelial transition (MET) gene promoter and so participate in the hepatocyte growth factor/mesenchymal-epithelial transition (HGF/MET) signaling pathway [3, 4]. MACC1 is also reported to not only promote tumor cell proliferation, invasion, and dissemination by inducing epithelial-mesenchymal transition (EMT) in vitro [5, 6] but also to induce tumor cell growth, invasion, and metastasis in vivo [3, 7]. It has been demonstrated that MACC1 should be defined as a prognostic and metastatic biomarker for various cancers .
Many more studies have ascribed tumor metastasis and recurrence to a subpopulation of tumor cells defined as cancer stem cells (CSCs, also called tumor-initiating cells). CSCs have the characteristics of self-renewal, proliferation, invasiveness, and metastasis. They are responsible for cancer initiation and natural resistance to therapy [8,9,10,11,12]. CD44 is not only a common biomarker of CSCs in cancers, such as colorectal cancer, lung cancer, and glioblastoma [13,14,15], but also a receptor of hyaluronan. CD44 levels are correlated with cell-to-extracellular matrix (ECM) adhesion, cell growth, and angiogenesis [16, 17].
It has been demonstrated that cancer cells can invade and metastasize after they lose epithelial features and gain a mesenchymal phenotype, which is called the epithelial-mesenchymal transition (EMT) [18, 19]. Twist1, which belongs to the highly conservative basic helix-loop-helix family, is a transcription factor. Twist1 is a pivotal regulator of EMT and reported to promote N-cadherin synthesis and inhibit E-cadherin expression [20, 21], thus causing profound morphological changes in tumor cells and expression of cell-matrix adhesion genes to induce tumor cell mobility and migration .
KiSS-1, which was originally identified in non-metastatic melanoma by analysis of subtractive hybridization, is widely considered a critical cancer metastasis suppressor gene [11, 23]. The KiSS-1 gene, which encodes a 145-amino-acid protein, can bind to the G protein-coupled receptor 54 (GPR54, also called KiSS-1R). KiSS-1 can control cell-cell adhesion by promoting E-cadherin expression and cell-matrix adhesion and cytoskeleton remodeling through inhibition of MMP expression [11, 24, 25]. KiSS-1 expression is also reported to suppress the metastatic potential of tumor cells but not tumorigenicity [25, 26]. Further studies have demonstrated that downregulation of KiSS-1 may be involved in the process of tumor invasiveness and metastasis [11, 25, 26].
The purpose of the current study is to assess the expression of MACC1, CD44, Twist1, and KiSS-1 in the colonic adenocarcinoma (CAC) tissues of patients and their associations between pathological characteristics and prognosis of patients with CAC. Immunohistochemistry was used to evaluate the expression of MACC1, CD44, Twist1, and KiSS-1 in CAC tissues and the corresponding adjacent normal colon mucosa tissues of patients with CAC.
Patients and tissue specimens
We collected the records of 212 patients (median age: 56.6 years; and range: 29–78 years) with CAC (rectal adenocarcinomas were excluded) diagnosed at the Department of Pathology at our hospital from January 2010 to December 2011. Because all outcomes had already taken place before the study began, it is retrospective. Patients who had any history of anti-cancer therapy were excluded. All patients with CAC provided written, extensively informed consent for their specimens to be used (including in hospital and out hospital). The study was carried out in accordance with the Declaration of Helsinki guidelines and approved by the Bengbu Medical College ethics committee (No. BBMCEC2016024). We collected patient data including complete clinicopathological, demographic, and follow-up data (follow-up at 3-month intervals through mobile phone or social applications). Overall survival (OS) time was computed from the date of radical surgery to date of death or to December 2016 (their mean OS: 53.3 months; and range: 22–72 months). TNM stages and LNM stages were calculated in accordance with the 8th edition of the guidelines issued by the American Joint Committee on Cancer (AJCC). Tumor grades were calculated in accordance with the standards issued by the World Health Organization (WHO). Specific clinicopathological characteristics are shown in Table 1.
All tissues were fixed in 10% buffered formalin solution and then embedded in paraffin. All tissues were then cut into 4-μm-thick sections. Immunostaining was conducted using the Elivision™ Plus method, and the procedure was performed in accordance with the kit instructions. Samples were deparaffinized using routine methods and dehydrated using xylene and alcohol. Methanol containing 3% H2O2 solution was used for blocking endogenous peroxidase activity, and citrate buffer was used to repair antigen. Goat serum was used for blocking. MACC1 (rabbit polyclonal antibody, Santa Cruz Biotechnology, US), CD44 (mouse monoclonal antibody, Abcam, US), Twist1 (mouse monoclonal antibody, Abcam, US), and KiSS-1 (mouse monoclonal antibody, Santa Cruz Biotechnology, US) primary antibodies were added, and then all sections were incubated overnight at 4 °C. Then enhancer (reagent A) and reagent B were added. The images were allowed to develop in diaminobenzidine (DAB) substrate. Finally, all sections were re-dyed with hematoxylin and mounted with gum.
Assessment of immunostaining
Ten randomly selected high-power-field (HPF) fields of every CAC section were selected to forestall any intratumoral heterogeneity of marker expression. In accordance with percentage of positive cells and positive intensity, immunostaining results were multiplied using intensity scores (0 points means none; 1 point means weak staining; 2 points means moderate staining; 3 point means strong staining) and percentage scores (1 point is positive cells ≤10%; 2 points is 10% < positive cells ≤50%; 3 points is 50% < positive cells ≤75%; 4 points is positive cells > 75%) which ranged from 0 to 12 [8, 11]. Here > 2 points was considered indicative of positive expression. For slices positive for all of biomarkers, the average score of all sections was taken.
All data were analyzed using SPSS 19.0 software (Chicago, IL, US). Countable data were subjected to the Chi-square test for comparisons between two groups. Multivariate logistic regression analysis was performed to establish the relative factors for metastasis. Univariate OS analysis was carried out using the Kaplan-Meier method with log-rank test. Multivariate OS analysis was carried out using Cox regression model test. P < 0.05 was considered indicative of statistically significant differences.
Associations between MACC1, CD44, Twist1, and KiSS-1 in cancer tissues of patients and clinicopathological characteristics
As shown in Fig. 1a, b, MACC1-positive expression was mainly confined to the cytoplasm. The positive expression of MACC1 in the CAC specimens (61.3%, 130/212) was significantly higher than in the normal colon mucosa specimens (7.1%, 15/212; P < 0.001). The immunostaining results indicated that positive expression of MACC1 in CAC was positively correlated with invasion, tumor differentiation, LNM stages, and TNM stages (Table 2).
As shown in Fig. 1c, d, CD44 positive expression was mainly confined to the cell membrane and cytoplasm. Similar to MACC1, the positive expression of CD44-positive expression in CAC tissues (54.7%, 116/212) was significantly greater than in the normal colon mucosa tissues (16.5%, 35/212; P < 0.001). The results also demonstrated that positive expression of CD44 in CAC was positively correlated with invasion, tumor differentiation, LNM stages, and TNM stages (Table 2).
As shown in Fig. 1e, f, Twist1 expression was mainly confined to the cytoplasm and nuclei. The expression of Twist1 in CAC tissues (64.2%, 136/212) was significantly greater than in the normal colon mucosa tissues (9.4%, 20/212; P < 0.001). The results also showed that Twist1 expression in CAC was significantly closely associated with tumor differentiation, gross type, invasion, LNM stages, and TNM stages (Table 2).
As shown in Fig. 1g, h, KiSS-1-positive expression was mainly confined to the cytoplasm. The positive expression of KiSS-1 in CAC tissues (40.1%, 82/212) was significantly lower than in the normal colon mucosa tissues (94.3%, 200/212; P < 0.001). The results indicated that positive expression of KiSS-1 was inversely correlated with tumor size, invasion, LNM stages, and TNM stages (Table 2).
Associations among MACC1, CD44, Twist1, and KiSS-1 in CAC
The association between KiSS-1 expression and MACC1, CD44, and Twist1 expression was found to be negative (r = − 0.437; r = − 0.397; r = − 0.251; respectively; P < 0.001) (Table 3). The association between MACC1 expression and CD44 expression and Twist1 expression was found to be positive (r = 0.270, P < 0.001; r = 0.315, P < 0.001). The association between CD44 expression and Twist1 expression was found to be positive (r = 0.150, P = 0.029) (Table 3).
Univariate metastasis analysis indicated that invasion was positively correlated with LNM stages (P < 0.05). Multivariate metastasis logistic analysis suggested that overexpression of MACC1, CD44, Twist1, and down-regulation of KiSS-1 and invasion were both significantly closely associated with LNM (Table 4).
As shown in Fig. 2a, univariate OS analysis indicated that the OS time of MACC1+ (47.8 ± 12.5 months) for patients with CAC was significantly shorter than that of MACC1- for patients (62.0 ± 9.6 months; log-rank = 61.757, P < 0.001). As shown in Fig. 2b, the univariate OS time of CD44+ (46.8 ± 12.9 months) was significantly lower than in CD44- patients (61.2 ± 8.9 months; log-rank = 54.938, P < 0.001). As shown in Fig. 2c, the univariate OS time of Twist1+ patients (49.7 ± 13.0 months) was significantly lower than in Twist1- patients (59.7 ± 11.5 months; log-rank = 24.306, P < 0.001). As shown in Fig. 2d, the univariate OS time of KiSS-1+ patients (64.7 ± 4.9 months) was significantly greater than that of KiSS-1- patients (45.7 ± 11.6 months; log-rank = 115.258, P < 0.001). As shown in Fig. 2e, the univariate OS time of the combination of KiSS-1 negative expression and MACC1+, CD44+, and Twist1+ positive expression patients was significantly lower than that in KiSS-1 positive expression and MACC1-, CD44-, and Twist1- (log-rank = 84.625, P < 0.001). The univariate OS time was also significantly closely associated with the following other clinicopathological characteristics, invasion (P = 0.002, log-rank = 14.868; Fig. 2f), LNM stages (P < 0.001, log-rank = 325.068; Fig. 2g), and TNM stages (P < 0.001, log-rank = 152.179; Fig. 2h) (Table 5).
Multivariate analysis suggested that MACC1, CD44, Twist1, and KiSS-1 expression, LNM stages, and TNM stages should be considered independent predictors affecting patient survival (Table 6).
Colon cancer is a common malignant tumor of the digestive system. Its high heterogeneity makes it difficult to fully evaluate the comprehensiveness and effectiveness of any biomarker. Previous studies have demonstrated that MACC1 can promote tumor cell proliferation and migration [3, 4]. In this study, our findings indicated that positive expression of MACC1 in CAC was positively correlated with invasion and tumor differentiation and LNM and TNM stages. Positive expression of MACC1 was found to be significantly closely associated with lower OS time when compared with MACC1 negative. These findings demonstrated that MACC1 was considered an effective biomarker for invasion and metastasis, as well as a predictor for prognosis [3,4,5,6,7,8, 27, 28].
CD44 was initially considered an adhesion molecule capable of regulating cell-ECM adhesion, invasion, and metastasis [16, 17]. CD44 overexpression has been found to be correlated with tumorigenesis and to predict a poor response to anti-cancer therapy [8, 15]. The results recorded in this study also demonstrated that positive expression of CD44 in CAC was positively correlated with tumor differentiation, invasion, LNM stages, and TNM stages. CD44+ patients showed shorter OS times than CD44- patients. Several other studies have explored the metastatic and prognostic significance of CD44, and they produced similar results [16, 17]. These findings confirmed that CD44 may be an effective biomarker for predicting the invasion and metastasis of CAC and may predict prognosis.
EMT is believed to be involved in a series of fundamental biological behaviors, such as growth, motility, invasion, adhesion, metastasis, and recurrence. Twist1, which consists of two exons and one intron, is a pivotal transcriptional factor in EMT. The results of this study showed the expression of Twist1 in CAC to be positively associated with tumor differentiation, gross type, invasion, and LNM stages and TNM stages. Twist1+ patients showed significantly shorter OS than Twist1- patients. Because the infiltrating type of CAC tends to develop more rapidly than other types of CAC, which could suggest that Twist1 is a valuable biomarker for more aggressive CAC. In this way, our findings support the conclusion that Twist1 may be a reliable biomarker of CAC, particularly in predicting progression, metastasis, and prognosis.
KiSS-1 is considered a metastatic suppressor in many cancers [11, 25, 26]. Results have demonstrated that the normal expression of KiSS-1 can suppress tumor cell growth, motility, and migration. The results of this study indicated a negative correlation between positive expression of KiSS-1 and tumor size, invasion, LNM stage, or TNM stage. KiSS-1+ patients were significantly associated with longer OS time when compared with KiSS-1- patients. These findings suggested that KiSS-1 should be considered as a potential predictor for progression and metastasis of CAC, as well as prognosis [11, 25, 26, 29].
In the current study, univariate analysis indicated that invasion, LNM, TNM stages, and expression of MACC1, CD44, Twist1, and KiSS-1 were significantly closely associated with duration of OS in patients with CAC. Multivariate OS analysis showed that LNM stages, TNM stages, positive expression of MACC1, CD44, Twist1, and KiSS-1 were independent predictors affecting patient survival. Multivariate metastasis logistic analysis showed expression of MACC1, CD44, Twist1, and KiSS-1, and invasion to be significantly closely associated with metastasis of CAC. These findings also demonstrated that MACC1, CD44, Twist1, and KiSS-1 should be considered to be useful biomarkers for predicting the invasion and metastasis of CAC, as well as a predictor for prognosis.
There were some differences between our results and previous findings. This may be related to the use of different biomarkers, different immunohistochemical methods, or even different patients (such as Wang W. et al., who reported that KiSS-1 expression was statistically significantly higher in colorectal cancer tissue than in corresponding adjacent normal mucosa , Wu Q. et al. reported that CD44 expression was not associated with LNM in multivariate logistic regression analysis , and Yusup A. et al. reported that Twist1 expression was not correlated with survival ). However, we demonstrated that MACC1, CD44, Twist1, and KiSS-1 expression were associated with metastasis and prognosis of CAC. CSCs may indicate the initiation, progression, and metastasis of CAC. Their capacity for self-renewal, proliferation, and multiple forms of differentiation allow CSCs to induce EMT and so promote invasion and metastasis. CD44 is an adhesion molecule that can regulate cell-matrix adhesion. CD44 overexpression is beneficial to CAC progression and metastasis. During cancer progression, MACC1 overexpression should inhibit cancer cell apoptosis and promote cancer cell EMT via HGF/MET pathways [32, 33]. Twist1 overexpression could further promote the cancer cell EMT process through regulating E-cadherin, N-cadherin, and MMP expression [21, 34]. Thus, EMT could induce cancer cell motility, migration, and even metastasis. Aberrant expression of KiSS-1 could decrease or lower its ability to inhibit cancer cell invasion and metastasis [11, 25, 26].
This study demonstrated that expression levels of MACC1, CD44, Twist1, and KiSS-1 are related to duration of OS among patients with CAC. In this way, MACC1, CD44, Twist1, and KiSS-1 could serve as valuable biomarkers in CAC and may be helpful for the metastasis and prognosis for CAC.
Torre LA, Bray F, Siegel RL, Ferlay J, Lortet-Tieulent J, Jemal A. Global cancer statistics, 2012. CA Cancer J Clin. 2015;65:87–108.
Chen W, Zheng R, Baade PD, Zhang S, Zeng H, Bray F, Jemal A, Yu XQ, He J. Cancer statistics in China, 2015. CA Cancer J Clin. 2016;66:115–32.
Stein U, Walther W, Arlt F, Schwabe H, Smith J, Fichtner I, Birchmeier W, Schlag PM. MACC1, a newly identified key regulator of HGF-MET signaling, predicts colon cancer metastasis. Nat Med. 2009;15:59–67.
Stein U, Smith J, Walther W, Arlt F. MACC1 controls mMet: what a difference an Sp1 site makes. Cell Cycle. 2009;8:2467–9.
Koelzer VH, Herrmann P, Zlobec I, Karamitopoulou E, Luqli A, Stein U. Heterogeneity analysis of metastasis associated in colon cancer 1 (MACC1) for survival prognosis of colorectal cancer patients: a retrospective cohort study. BMC Cancer. 2015;15:160.
Wang L, Wu Y, Lin L, Liu P, Huang H, Liao W, Zheng D, Zuo Q, Sun L, Huang N, Shi M, Liao Y, Liao W. Metastasis-associated in colon cancer-1 upregulation predicts a poor prognosis of gastric cancer, and promotes tumor cell proliferation and invasion. Int J Cancer. 2013;133:1419–30.
Chundong G, Uramoto H, Onitsuka T, Shimokawa H, Iwanami T, Nakagawa M, Oyama T, Tanaka F. Molecular diagnosis of MACC1 status in lung adenocarcinoma by immunohistochemical analysis. Anticancer Res. 2011;31:1141–5.
Zhou L, Yu L, Zhu B, Wu S, Song W, Gong X, Wang D. Metastasis-associated in colon cancer-1 and aldehyde dehydrogenase 1 are metastatic and prognostic biomarker for non-small cell lung cancer. BMC Cancer. 2016;16(1):876.
Park IH, Zhao R, West JA, Yabuuchi A, Huo H, Ince TA, Lerou PH, Lensch MW, Daley GQ. Reprogramming of human somatic cells to pluripotency with defined factors. Nature. 2008;451:141–6.
Yu J, Vodyanik MA, Smuga-Otto K, Antosiewicz-Bourget J, Frane JL, Tian S, Nie J, Jonsdottir GA, Ruotti V, Stewart R, Slukvin II, Thomson JA. Induced pluripotent stem cell lines derived from human somatic cells. Science. 2007;318:1917–20.
Yu L, Zhu B, Wu S, Zhou L, Song W, Gong X, Wang D. Evaluation of the correlation of vasculogenic mimicry, ALDH1, KiSS-1, and MACC1 in the prediction of metastasis and prognosis in ovarian carcinoma. Diagn Pathol. 2017;12:23.
Lu G, Zhou L, Song W, Wu S, Zhu B, Wang D. Expression of ORAOV1, CD133 and WWOX correlate with metastasis and prognosis in gastric adenocarcinoma. Int J Clin Exp Pathol. 2017;10:8916–24.
Fang C, Fan C, Wang C, Huang Q, Meng W, Yu Y, Yang L, Peng Z, Hu J, Li Y, Mo X, Zhou Z. CD133+CD54+CD44+ circulating tumor cells as a biomarker of treatment selection and liver metastasis in patients with colorectal cancer. Oncotarget. 2016;7:77389–403.
Choi SI, Kim SY, Lee JH, Kim JY, Cho EW, Kim IG. Osteopontin production by TM4SF4 signaling drives a positive feedback autocrine loop with the STAT3 pathway to maintain cancer stem cell-like properties in lung cancer cells. Oncotarget. 2017;8:101284–97.
Wang HH, Liao CC, Chow NH, Huang LL, Chuang JI, Wei KC, Shin JW. Whether CD44 is an applicable marker for glioma stem cells. Am J Transl Res. 2017;9:4785–806.
Iseki Y, Shibutani M, Maeda K, Nagahara H, Ikeya T, Hirakawa K. Significance of E-cadherin and CD44 expression in patients with unresectable metastatic colorectal cancer. Oncol Lett. 2017;14:1025–34.
Wu Q, Yang Y, Wu S, Li W, Zhang N, Dong X, Ou Y. Evaluation of the correlation of KAI1/CD82, CD44, MMP7 and β-catenin in the prediction of prognosis and metastasis in colorectal carcinoma. Diagn Pathol. 2015;10:176.
Yang D, Sun Y, Hu L, Zheng H, Ji P, Pecot CV, Zhao Y, Reynolds S, Cheng H, Rupaimoole R, Cogdell D, Nykter M, Broaddus R, Rodriguez-Aguayo C, Lopez-Berestein G, Liu J, Shmulevich I, Sood AK, Chen K, Zhang W. Integrated analyses identify a master microRNA regulatory network for the mesenchymal subtype in serous ovarian cancer. Cancer Cell. 2013;23:186–99.
Mitra R, Chen X, Greenawalt EJ, Maulik U, Jiang W, Zhao Z, Eischen CM. Decoding critical long non-coding RNA in ovarian cancer epithelial-to-mesenchymal transition. Nat Commun. 2017;8:1604.
Duan Y, He Q, Yue K, Si H, Wang J, Zhou X, Wang X. Hypoxia induced Bcl-2/Twist1 complex promotes tumor cell invasion in oral squamous cell carcinoma. Oncotarget. 2016;8:21–39.
Zhou L, Yu L, Zhu B, Wu S, Song W, Gong X, Wang D. Vasculogenic mimicry and expression of Twist1 and KAI1 correlate with metastasis and prognosis in lung squamous cell carcinoma. Int J Clin Exp Pathol. 2017;10:7542–50.
Shamir ER, Pappalardo E, Jorgens DM, Coutinho K, Tsai WT, Aziz K, Auer M, Tran PT, Bader JS, Ewald AJ. Twist1-induced dissemination preserves epithelial identity and requires Ecadherin. J Cell Biol. 2014;204:839–56.
Welch DR, Chen P, Miele ME, McGary CT, Bower JM, Stanbridge EJ, Weissman BE. Microcell-mediated transfer of chromosome 6 into metastatic human C8161 melanoma cells suppresses metastasis but does not inhibit tumorigenicity. Oncogene. 1994;9:255–62.
Navenot JM, Fujii N, Peiper SC. Activation of rRho and rRho-associated kinase by GPR54 and KiSS1 metastasis suppressor gene product induces changes of cell morphology and contributes to apoptosis. Mol Pharmacol. 2009;75:1300–6.
Quevedo EG, Aguilar GM, Aguilar LA, Rubio SA, Martínez SE, Rodríguez IP, Corona JS, Morán MI, Gómez RC, Moguel MC. Polymorphisms rs12998 and rs5780218 in KiSS1 suppressor metastasis gene in Mexican patients with breast cancer. Dis Markers. 2015;2015:365845.
Song W, Zhou L, Gong X, Wu S, Yu L, Zhu B, Wang D. Expression of ORAOV1, ABCG2, and KiSS-1 associate with prognosis in laryngeal squamous cell carcinoma. Int J Clin Exp MedInt J. Clin Exp Med. 2017;10:14623–31.
Yang YP, Ou JH, Chang XJ, Lu YY, Bai WL, Dong Z, Wang H, An LJ, Xu ZX, Wang CP, Zeng Z, Hu KQ. High intratumoral metastasis-associated in colon cancer-1 expression predicts poor outcomes of cryoablation therapy for advanced hepatocellular carcinoma. J Transl Med. 2013;11:41.
Hu H, Tian D, Chen T, Han R, Sun Y, Wu C. Metastasis-associated in colon cancer 1 is a novel survival-related biomarker for human patients with renal pelvis carcinoma. PLoS One. 2014;9:e100161.
Cao F, Chen L, Liu M, Lin W, Ji J, You J, Qiao F, Liu H. Expression of preoperative KISS1 gene in tumor tissue with epithelial ovarian cancer and its prognostic value. Medicine (Baltimore). 2016;95:e5296.
Wang W, Zl Y, Okugawa Y, Inoue Y, Tanaka K, Toiyama Y, Shimura T, Okigami M, Kawamoto aA, Hiro J, Saiqusa S, Mohri Y, Uchida K, Kusunoki M. Loss of the metastasis suppressor gene KiSS1 is associated with lymph node metastasis and poor prognosis in human colorectal cancer. Oncol Rep. 2016;30:1449–54.
Yusup A, Huji B, Fang C, Wang F, Dadihan T, Wang HJ, Upur H. Expression of trefoil factors and Twist1 in colorectal cancer and their correlation with metastatic potential and prognosis. World J Gastroenterol. 2017;23:110–20.
Lu G, Zhou L, Zhang X, Zhu B, Wu S, Song W, Gong X, Wang D, Tao Y. The expression of metastasis-associated in colon cancer-1 and KAI1 in gastric adenocarcinoma and their clinical significance. World J Surg Oncol. 2016;14:276.
Burock S, Herrmann P, Wendler I, Niederstrasser M, Wernecke KD, Stein U. Circulating metastasis associated in colon cancer 1 transcripts in gastric cancer patient plasma as diagnostic and prognostic biomarker. World J Gastroenterol. 2015;21:333–41.
Yang J, Mani SA, Donaher JL, Ramaswamy S, Itzykson RA, Come C, Savagner P, Gitelman I, Richardson A, Weinberg RA. Twist, a master regulator of morphogenesis, plays an essential role in tumor metastasis. Cell. 2004;117:927–39.
We thank all staffs at the Department of Pathology of our hospital for assistance with data and project management.
This work was supported by the Nature Science Foundation of Anhui Province (No.1708085MH230) and the Nature Science Key Program of Bengbu Medical College (No.BYKY1711ZD) and Key projects of support program for outstanding young talents in Colleges and Universities of Anhui Province (No. gxyqZD2016160) and the Nature Science Key Program of College and University of Anhui Province (No.KJ2018A1029).
Availability of data and materials
The datasets during and/or analyzed during the current study are available from the corresponding author on reasonable requests.
Ethics approval and consent to participate
All tissue samples were obtained with patients writing extensively informed consent when they were in hospital and the study was approved by the Bengbu Medical College ethical committee and conducted in accordance with the ethical guidelines of the Declaration of Helsinki (No.BBMCEC2016024).
Consent for publication
The authors declare that they have no competing interests.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
About this article
Cite this article
Zhu, B., Wang, Y., Wang, X. et al. Evaluation of the correlation of MACC1, CD44, Twist1, and KiSS-1 in the metastasis and prognosis for colon carcinoma. Diagn Pathol 13, 45 (2018). https://doi.org/10.1186/s13000-018-0722-z