Skip to main content
Top
Published in: BMC Cancer 1/2023

Open Access 01-12-2023 | Hepatocellular Carcinoma | Research

Mesenchymal circulating tumor cells and Ki67: their mutual correlation and prognostic implications in hepatocellular carcinoma

Authors: Xihua Yang, Hanghang Ni, Zhan Lu, Jie Zhang, Qian Zhang, Shangwu Ning, Lunan Qi, Bangde Xiang

Published in: BMC Cancer | Issue 1/2023

Login to get access

Abstract

Background

Mesenchymal circulating tumor cells (M-CTCs) may be related to tumor progression, and Ki67 expression is known to be involved in tumor proliferation. The aim of the present study was to explore the relationship between M-CTCs and Ki67 in hepatocellular carcinoma (HCC) and their ability to predict prognosis.

Methods

Peripheral blood samples were obtained from 105 HCC patients before radical surgery. CTCs were isolated using CanPatrol enrichment and classified via in situ hybridization. Ki67 expression in HCC tissue was assessed through immunohistochemistry. Potential relationships of M-CTC, Ki67 with clinicopathological factors and prognosis were evaluated. Overall survival (OS) was analyzed using the Kaplan–Meier method and Cox regression. The prognostic efficacy of M-CTC, Ki67 and both together (M-CTC + Ki67) was assessed in terms of time-dependent receiver operating characteristic (ROC) curves and Harrell's concordance index.

Results

Of the 105 patients, 50 were positive for M-CTCs (count ≥ 1 per 5 mL) and 39 showed high Ki67 expression (≥ 50% tumor cells were Ki67-positive). The presence of M-CTC was significantly associated with alpha-fetoprotein (AFP) ≥ 400 ng/mL (P = 0.007), tumor size ≥ 5 cm (P = 0.023), multiple tumors (P < 0.001), poorly differentiated tumors (P = 0.003), incomplete tumor capsule (P < 0.001), Barcelona Clinic liver cancer (BCLC) stage B or C (P < 0.001), microvascular invasion (MVI) (P = 0.05) and portal vein tumor thrombosis (PVTT) (P = 0.006). High Ki67 expression correlated with AFP ≥ 400 ng/mL (P = 0.015), tumor size ≥ 5 cm (P = 0.012), incomplete tumor capsule (P < 0.001), MVI (P = 0.001), PVTT (P = 0.003), advanced BCLC stage (P = 0.01), and vessel carcinoma embolus (VCE) (P = 0.001). M-CTC positively correlated with Ki67. Patients positive for M-CTCs had a significantly shorter OS than patients negative for them. Similarly, high Ki67 expression was associated with a significantly lower OS. The high-risk group (positive for M-CTCs and high Ki67 expression) had worse OS than the other groups (P < 0.0001). Uni- and multivariate analyses showed that OS was independently predicted by M-CTC [hazard ratio (HR) 1.115; P < 0.001], Ki67 (HR 1.666; P = 0.046) and the combination of both (HR 2.885; P = 0.008). Based on ROC curves and the concordance index, the combination of M-CTC and Ki67 was superior to either parameter alone for predicting the OS of HCC patients.

Conclusions

The presence of M-CTC correlates with high Ki67 expression in HCC patients, and both factors are associated with poor prognosis. Furthermore, the combination of M-CTC and Ki67 is a useful prognostic indicator for predicting OS in patients with HCC after hepatectomy, performing better than either parameter on its own.
Appendix
Available only for authorised users
Literature
1.
go back to reference Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, et al. Global Cancer Statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2021;71(3):209–49.CrossRef Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, et al. Global Cancer Statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2021;71(3):209–49.CrossRef
2.
go back to reference Yang JD, Hainaut P, Gores GJ, Amadou A, Plymoth A, Roberts LR. A global view of hepatocellular carcinoma: trends, risk, prevention and management. Nat Rev Gastroenterol Hepatol. 2019;16(10):589–604.CrossRef Yang JD, Hainaut P, Gores GJ, Amadou A, Plymoth A, Roberts LR. A global view of hepatocellular carcinoma: trends, risk, prevention and management. Nat Rev Gastroenterol Hepatol. 2019;16(10):589–604.CrossRef
3.
go back to reference Couri T, Pillai A. Goals and targets for personalized therapy for HCC. Hepatol Int. 2019;13(2):125–37.CrossRef Couri T, Pillai A. Goals and targets for personalized therapy for HCC. Hepatol Int. 2019;13(2):125–37.CrossRef
4.
go back to reference Malek NP, Schmidt S, Huber P, Manns MP, Greten TF. The diagnosis and treatment of hepatocellular carcinoma. Dtsch Arztebl Int. 2014;111(7):101–6. Malek NP, Schmidt S, Huber P, Manns MP, Greten TF. The diagnosis and treatment of hepatocellular carcinoma. Dtsch Arztebl Int. 2014;111(7):101–6.
5.
go back to reference Qin LX, Tang ZY. Recent progress in predictive biomarkers for metastatic recurrence of human hepatocellular carcinoma: a review of the literature. J Cancer Res Clin Oncol. 2004;130(9):497–513.CrossRef Qin LX, Tang ZY. Recent progress in predictive biomarkers for metastatic recurrence of human hepatocellular carcinoma: a review of the literature. J Cancer Res Clin Oncol. 2004;130(9):497–513.CrossRef
6.
go back to reference Maravelia P, Silva DN, Rovesti G, Chrobok M, Stål P, Lu YC, et al. Liquid Biopsy in Hepatocellular Carcinoma: Opportunities and Challenges for Immunotherapy. Cancers (Basel). 2021;13(17):4334.CrossRef Maravelia P, Silva DN, Rovesti G, Chrobok M, Stål P, Lu YC, et al. Liquid Biopsy in Hepatocellular Carcinoma: Opportunities and Challenges for Immunotherapy. Cancers (Basel). 2021;13(17):4334.CrossRef
7.
go back to reference Pantel K, Alix-Panabières C. Circulating tumour cells in cancer patients: challenges and perspectives. Trends Mol Med. 2010;16(9):398–406.CrossRef Pantel K, Alix-Panabières C. Circulating tumour cells in cancer patients: challenges and perspectives. Trends Mol Med. 2010;16(9):398–406.CrossRef
8.
go back to reference Tsongalis GJ. Branched DNA technology in molecular diagnostics. Am J Clin Pathol. 2006;126(3):448–53.CrossRef Tsongalis GJ. Branched DNA technology in molecular diagnostics. Am J Clin Pathol. 2006;126(3):448–53.CrossRef
9.
go back to reference Giannelli G, Koudelkova P, Dituri F, Mikulits W. Role of epithelial to mesenchymal transition in hepatocellular carcinoma. J Hepatol. 2016;65(4):798–808.CrossRef Giannelli G, Koudelkova P, Dituri F, Mikulits W. Role of epithelial to mesenchymal transition in hepatocellular carcinoma. J Hepatol. 2016;65(4):798–808.CrossRef
10.
go back to reference Thiery JP, Lim CT. Tumor dissemination: an EMT affair. Cancer Cell. 2013;23(3):272–3.CrossRef Thiery JP, Lim CT. Tumor dissemination: an EMT affair. Cancer Cell. 2013;23(3):272–3.CrossRef
11.
go back to reference Micalizzi DS, Haber DA, Maheswaran S. Cancer metastasis through the prism of epithelial-to-mesenchymal transition in circulating tumor cells. Mol Oncol. 2017;11(7):770–80.CrossRef Micalizzi DS, Haber DA, Maheswaran S. Cancer metastasis through the prism of epithelial-to-mesenchymal transition in circulating tumor cells. Mol Oncol. 2017;11(7):770–80.CrossRef
12.
go back to reference Li S, Chen Q, Li H, Wu Y, Feng J, Yan Y. Mesenchymal circulating tumor cells (CTCs) and OCT4 mRNA expression in CTCs for prognosis prediction in patients with non-small-cell lung cancer. Clin Transl Oncol. 2017;19(9):1147–53.CrossRef Li S, Chen Q, Li H, Wu Y, Feng J, Yan Y. Mesenchymal circulating tumor cells (CTCs) and OCT4 mRNA expression in CTCs for prognosis prediction in patients with non-small-cell lung cancer. Clin Transl Oncol. 2017;19(9):1147–53.CrossRef
13.
go back to reference Li TT, Liu H, Li FP, Hu YF, Mou TY, Lin T, et al. Evaluation of epithelial-mesenchymal transitioned circulating tumor cells in patients with resectable gastric cancer: Relevance to therapy response. World J Gastroenterol. 2015;21(47):13259–67.CrossRef Li TT, Liu H, Li FP, Hu YF, Mou TY, Lin T, et al. Evaluation of epithelial-mesenchymal transitioned circulating tumor cells in patients with resectable gastric cancer: Relevance to therapy response. World J Gastroenterol. 2015;21(47):13259–67.CrossRef
14.
go back to reference Guan X, Ma F, Li C, Wu S, Hu S, Huang J, et al. The prognostic and therapeutic implications of circulating tumor cell phenotype detection based on epithelial-mesenchymal transition markers in the first-line chemotherapy of HER2-negative metastatic breast cancer. Cancer Commun (Lond). 2019;39(1):1–1.CrossRef Guan X, Ma F, Li C, Wu S, Hu S, Huang J, et al. The prognostic and therapeutic implications of circulating tumor cell phenotype detection based on epithelial-mesenchymal transition markers in the first-line chemotherapy of HER2-negative metastatic breast cancer. Cancer Commun (Lond). 2019;39(1):1–1.CrossRef
15.
go back to reference Gerdes J, Schwab U, Lemke H, Stein H. Production of a mouse monoclonal antibody reactive with a human nuclear antigen associated with cell proliferation. Int J Cancer. 1983;31(1):13–20.CrossRef Gerdes J, Schwab U, Lemke H, Stein H. Production of a mouse monoclonal antibody reactive with a human nuclear antigen associated with cell proliferation. Int J Cancer. 1983;31(1):13–20.CrossRef
16.
go back to reference Menon SS, Guruvayoorappan C, Sakthivel KM, Rasmi RR. Ki-67 protein as a tumour proliferation marker. Clin Chim Acta. 2019;491:39–45.CrossRef Menon SS, Guruvayoorappan C, Sakthivel KM, Rasmi RR. Ki-67 protein as a tumour proliferation marker. Clin Chim Acta. 2019;491:39–45.CrossRef
17.
go back to reference Peng H, Tan X, Wang Y, Dai L, Liang G, Guo J, et al. Clinical significance of Ki67 and circulating tumor cells with an epithelial-mesenchymal transition phenotype in non-small cell lung cancer. Am J Transl Res. 2020;12(6):2916–28. Peng H, Tan X, Wang Y, Dai L, Liang G, Guo J, et al. Clinical significance of Ki67 and circulating tumor cells with an epithelial-mesenchymal transition phenotype in non-small cell lung cancer. Am J Transl Res. 2020;12(6):2916–28.
18.
go back to reference Song J, Yu Z, Dong B, Zhu M, Guo X, Ma Y, et al. Clinical significance of circulating tumour cells and Ki-67 in renal cell carcinoma. World J Surg Oncol. 2021;19(1):156.CrossRef Song J, Yu Z, Dong B, Zhu M, Guo X, Ma Y, et al. Clinical significance of circulating tumour cells and Ki-67 in renal cell carcinoma. World J Surg Oncol. 2021;19(1):156.CrossRef
19.
go back to reference Bosman FT, Carneiro F, Hruban RH, Theise ND. WHO classification of tumours of the digestive system (IARC WHO Classification of Tumours). 4th ed. International Agency for Research on Cancer. World Health Organization. 2010; p 5771–5418. Bosman FT, Carneiro F, Hruban RH, Theise ND. WHO classification of tumours of the digestive system (IARC WHO Classification of Tumours). 4th ed. International Agency for Research on Cancer. World Health Organization. 2010; p 5771–5418.
20.
go back to reference Qi LN, Xiang BD, Wu FX, Ye JZ, Zhong JH, Wang YY, et al. Circulating Tumor Cells Undergoing EMT Provide a Metric for Diagnosis and Prognosis of Patients with Hepatocellular Carcinoma. Cancer Res. 2018;78(16):4731–44.CrossRef Qi LN, Xiang BD, Wu FX, Ye JZ, Zhong JH, Wang YY, et al. Circulating Tumor Cells Undergoing EMT Provide a Metric for Diagnosis and Prognosis of Patients with Hepatocellular Carcinoma. Cancer Res. 2018;78(16):4731–44.CrossRef
21.
go back to reference Liu YK, Hu BS, Li ZL, He X, Li Y, Lu LG. An improved strategy to detect the epithelial-mesenchymal transition process in circulating tumor cells in hepatocellular carcinoma patients. Hepatol Int. 2016;10(4):640–6.CrossRef Liu YK, Hu BS, Li ZL, He X, Li Y, Lu LG. An improved strategy to detect the epithelial-mesenchymal transition process in circulating tumor cells in hepatocellular carcinoma patients. Hepatol Int. 2016;10(4):640–6.CrossRef
22.
go back to reference Wu S, Liu S, Liu Z, Huang J, Pu X, Li J, et al. Classification of circulating tumor cells by epithelial-mesenchymal transition markers. PLoS ONE. 2015;10(4):e0123976.CrossRef Wu S, Liu S, Liu Z, Huang J, Pu X, Li J, et al. Classification of circulating tumor cells by epithelial-mesenchymal transition markers. PLoS ONE. 2015;10(4):e0123976.CrossRef
23.
go back to reference Bai T, Mai R, Ye J, Chen J, Qi L, Tang J, et al. Circulating tumor cells and CXCR4 in the prognosis of hepatocellular carcinoma. Translational Cancer Research. 2020;9(3):1384–94.CrossRef Bai T, Mai R, Ye J, Chen J, Qi L, Tang J, et al. Circulating tumor cells and CXCR4 in the prognosis of hepatocellular carcinoma. Translational Cancer Research. 2020;9(3):1384–94.CrossRef
24.
go back to reference Qi LN, Ma L, Chen YY, Chen ZS, Zhong JH, Gong WF, et al. Outcomes of anatomical versus non-anatomical resection for hepatocellular carcinoma according to circulating tumour-cell status. Ann Med. 2020;52(1–2):21–31.CrossRef Qi LN, Ma L, Chen YY, Chen ZS, Zhong JH, Gong WF, et al. Outcomes of anatomical versus non-anatomical resection for hepatocellular carcinoma according to circulating tumour-cell status. Ann Med. 2020;52(1–2):21–31.CrossRef
25.
go back to reference Camp RL, Dolled-Filhart M, Rimm DL. X-tile: a new bio-informatics tool for biomarker assessment and outcome-based cut-point optimization. Clin Cancer Res. 2004;10(21):7252–9.CrossRef Camp RL, Dolled-Filhart M, Rimm DL. X-tile: a new bio-informatics tool for biomarker assessment and outcome-based cut-point optimization. Clin Cancer Res. 2004;10(21):7252–9.CrossRef
26.
go back to reference Ahn JC, Teng PC, Chen PJ, Posadas E, Tseng HR, Lu SC, et al. Detection of circulating tumor cells and their implications as a biomarker for diagnosis, prognostication, and therapeutic monitoring in hepatocellular carcinoma. Hepatology. 2021;73(1):422–36.CrossRef Ahn JC, Teng PC, Chen PJ, Posadas E, Tseng HR, Lu SC, et al. Detection of circulating tumor cells and their implications as a biomarker for diagnosis, prognostication, and therapeutic monitoring in hepatocellular carcinoma. Hepatology. 2021;73(1):422–36.CrossRef
27.
go back to reference Ou H, Huang Y, Xiang L, Chen Z, Fang Y, Lin Y, et al. Circulating Tumor Cell Phenotype Indicates Poor Survival and Recurrence After Surgery for Hepatocellular Carcinoma. Dig Dis Sci. 2018;63(9):2373–80.CrossRef Ou H, Huang Y, Xiang L, Chen Z, Fang Y, Lin Y, et al. Circulating Tumor Cell Phenotype Indicates Poor Survival and Recurrence After Surgery for Hepatocellular Carcinoma. Dig Dis Sci. 2018;63(9):2373–80.CrossRef
28.
go back to reference Okabe T, Togo S, Fujimoto Y, Watanabe J, Sumiyoshi I, Orimo A, et al. Mesenchymal characteristics and predictive biomarkers on circulating tumor cells for therapeutic strategy. Cancers (Basel). 2020;12(12):3588.CrossRef Okabe T, Togo S, Fujimoto Y, Watanabe J, Sumiyoshi I, Orimo A, et al. Mesenchymal characteristics and predictive biomarkers on circulating tumor cells for therapeutic strategy. Cancers (Basel). 2020;12(12):3588.CrossRef
29.
go back to reference Tiwari N, Gheldof A, Tatari M, Christofori G. EMT as the ultimate survival mechanism of cancer cells. Semin Cancer Biol. 2012;22(3):194–207.CrossRef Tiwari N, Gheldof A, Tatari M, Christofori G. EMT as the ultimate survival mechanism of cancer cells. Semin Cancer Biol. 2012;22(3):194–207.CrossRef
30.
go back to reference Zhang Q, Xing W, Zhang J, Hu J, Qi L, Xiang B. Circulating tumor cells undergoing the epithelial-mesenchymal transition: influence on prognosis in cytokeratin 19-positive hepatocellular carcinoma. Onco Targets Ther. 2021;14:1543–52.CrossRef Zhang Q, Xing W, Zhang J, Hu J, Qi L, Xiang B. Circulating tumor cells undergoing the epithelial-mesenchymal transition: influence on prognosis in cytokeratin 19-positive hepatocellular carcinoma. Onco Targets Ther. 2021;14:1543–52.CrossRef
31.
go back to reference Peralta M, Osmani N, Goetz JG. Circulating tumor cells: Towards mechanical phenotyping of metastasis. iScience. 2022;25(3):103969.CrossRef Peralta M, Osmani N, Goetz JG. Circulating tumor cells: Towards mechanical phenotyping of metastasis. iScience. 2022;25(3):103969.CrossRef
32.
go back to reference Perea Paizal J, Au SH, Bakal C. Squeezing through the microcirculation: survival adaptations of circulating tumour cells to seed metastasis. Br J Cancer. 2021;124(1):58–65.CrossRef Perea Paizal J, Au SH, Bakal C. Squeezing through the microcirculation: survival adaptations of circulating tumour cells to seed metastasis. Br J Cancer. 2021;124(1):58–65.CrossRef
33.
go back to reference Cheng Y, Luo L, Zhang J, Zhou M, Tang Y, He G, et al. Diagnostic value of different phenotype circulating tumor cells in hepatocellular carcinoma. J Gastrointest Surg. 2019;23(12):2354–61.CrossRef Cheng Y, Luo L, Zhang J, Zhou M, Tang Y, He G, et al. Diagnostic value of different phenotype circulating tumor cells in hepatocellular carcinoma. J Gastrointest Surg. 2019;23(12):2354–61.CrossRef
34.
go back to reference Wang Z, Luo L, Cheng Y, He G, Peng B, Gao Y, et al. Correlation between postoperative early recurrence of hepatocellular carcinoma and mesenchymal circulating tumor cells in peripheral blood. J Gastrointest Surg. 2018;22(4):633–9.CrossRef Wang Z, Luo L, Cheng Y, He G, Peng B, Gao Y, et al. Correlation between postoperative early recurrence of hepatocellular carcinoma and mesenchymal circulating tumor cells in peripheral blood. J Gastrointest Surg. 2018;22(4):633–9.CrossRef
35.
go back to reference Luo Y, Ren F, Liu Y, Shi Z, Tan Z, Xiong H, et al. Clinicopathological and prognostic significance of high Ki-67 labeling index in hepatocellular carcinoma patients: a meta-analysis. Int J Clin Exp Med. 2015;8(7):10235–47. Luo Y, Ren F, Liu Y, Shi Z, Tan Z, Xiong H, et al. Clinicopathological and prognostic significance of high Ki-67 labeling index in hepatocellular carcinoma patients: a meta-analysis. Int J Clin Exp Med. 2015;8(7):10235–47.
36.
go back to reference Schmilovitz-Weiss H, Tobar A, Halpern M, Levy I, Shabtai E, Ben-Ari Z. Tissue expression of squamous cellular carcinoma antigen and Ki67 in hepatocellular carcinoma-correlation with prognosis: a historical prospective study. Diagn Pathol. 2011;6:121.CrossRef Schmilovitz-Weiss H, Tobar A, Halpern M, Levy I, Shabtai E, Ben-Ari Z. Tissue expression of squamous cellular carcinoma antigen and Ki67 in hepatocellular carcinoma-correlation with prognosis: a historical prospective study. Diagn Pathol. 2011;6:121.CrossRef
37.
go back to reference King KL, Hwang JJ, Chau GY, Tsay SH, Chi CW, Lee TG, et al. Ki-67 expression as a prognostic marker in patients with hepatocellular carcinoma. J Gastroenterol Hepatol. 1998;13(3):273–9.CrossRef King KL, Hwang JJ, Chau GY, Tsay SH, Chi CW, Lee TG, et al. Ki-67 expression as a prognostic marker in patients with hepatocellular carcinoma. J Gastroenterol Hepatol. 1998;13(3):273–9.CrossRef
38.
go back to reference Stroescu C, Dragnea A, Ivanov B, Pechianu C, Herlea V, Sgarbura O, et al. Expression of p53, Bcl-2, VEGF, Ki67 and PCNA and prognostic significance in hepatocellular carcinoma. J Gastrointestin Liver Dis. 2008;17(4):411–7. Stroescu C, Dragnea A, Ivanov B, Pechianu C, Herlea V, Sgarbura O, et al. Expression of p53, Bcl-2, VEGF, Ki67 and PCNA and prognostic significance in hepatocellular carcinoma. J Gastrointestin Liver Dis. 2008;17(4):411–7.
39.
go back to reference Rodriguez-Martinez A, Simon-Saez I, Perales S, Garrido-Navas C, Russo A, de Miguel-Perez D, et al. Exchange of cellular components between platelets and tumor cells: impact on tumor cells behavior. Theranostics. 2022;12(5):2150–61.CrossRef Rodriguez-Martinez A, Simon-Saez I, Perales S, Garrido-Navas C, Russo A, de Miguel-Perez D, et al. Exchange of cellular components between platelets and tumor cells: impact on tumor cells behavior. Theranostics. 2022;12(5):2150–61.CrossRef
40.
go back to reference Li HH, Qi LN, Ma L, Chen ZS, Xiang BD, Li LQ. Effect of KI-67 positive cellular index on prognosis after hepatectomy in Barcelona Clinic Liver Cancer stage A and B hepatocellular carcinoma with microvascular invasion. Onco Targets Ther. 2018;11:4747–54.CrossRef Li HH, Qi LN, Ma L, Chen ZS, Xiang BD, Li LQ. Effect of KI-67 positive cellular index on prognosis after hepatectomy in Barcelona Clinic Liver Cancer stage A and B hepatocellular carcinoma with microvascular invasion. Onco Targets Ther. 2018;11:4747–54.CrossRef
Metadata
Title
Mesenchymal circulating tumor cells and Ki67: their mutual correlation and prognostic implications in hepatocellular carcinoma
Authors
Xihua Yang
Hanghang Ni
Zhan Lu
Jie Zhang
Qian Zhang
Shangwu Ning
Lunan Qi
Bangde Xiang
Publication date
01-12-2023
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2023
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/s12885-023-10503-3

Other articles of this Issue 1/2023

BMC Cancer 1/2023 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine