Abstract
Background
Patients with breast cancer (BC) at advanced stages have poor outcomes because of high rate of recurrence and metastasis. Biomarkers for predicting prognosis remain to be explored. This study aimed to evaluate the relationships between circulating tumor cells (CTCs) and outcomes of BC patients.
Patients and methods
A total of 50 female were enrolled in this study. Their diagnoses were determined by clinical characteristics, image data, and clinical pathology. CTC subtypes and TOP2A gene expression on CTCs were detected by CanPatrol™ technology and triple color in situ RNA hybridization (RNA-ISH), which divided into epithelial CTCs (eCTCs), mesenchymal CTCs (MCTCs), and hybrid CTCs (HCTCs) based on their surface markers. Hormone receptor, including estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (HER-2) expression, was measured by immunohistochemistry (IHC) method before treatment. The risk factors for predicting recurrence and metastasis were calculated by COX risk regression model. The progression-free survival (PFS) of patients was determined using Kaplan–Meier survival curve.
Results
The patients with a large tumor size (≥ 3 cm) and advanced tumor node metastasis (TNM) stages had high total CTCs (TCTCs) (P < 0.05). These patients also had high TOP2A expression level. COX risk regression analysis indicated that TOP2A expression levels in TCTCs, ER + , HER-2 + , and TNM stages were critical risk factors for recurrence and metastasis of patients (P < 0.05). The PFS of patients with ≥ 5 TCTCs, ≥ 3 HCTCs, and positive TOP2A expression in ≥ 3 TCTCs was significantly longer than that in patient with < 5 TCTCs, < 3 HCTCs, and TOP2A expression in < 3 TCTCs (P < 0.05). In contrast, the PFS of patients with positive hormone receptors (ER + , PR + , HER-2 +) also was dramatically lived longer than that in patients with negative hormone receptor expression.
Conclusions
High TCTC, HCTCs, and positive TOP2A gene expression on CTCs were critical biomarkers for predicting outcomes of BC patients. Positive hormone receptor expression in BC patients has significant favor PFS.
Similar content being viewed by others
Avoid common mistakes on your manuscript.
Introduction
Globally, breast cancer (BC) is one of the most lethal cancers. Its mortality rate ranks the seconding leading cause of cancer death after lung cancer in women, which account for ~ 30% in cancers of female patients [1, 2]. According to the World Health Organization (WHO) data, an estimated 2 million new cases of BC are diagnosed each year over the world, and the incidence of BC is increasing annually due to factors, such as increased life expectancy, lifestyles, genetic background, and medicine conditions [3,4,5]. The incidence of BC varies depending on geographical location, age, and ethnical religion. Typically, high rates of BC are seen in developed countries and in women beyond the age of 50 years old.
Currently, treatments of BC patients include surgery, chemotherapy, hormonal therapy, targeted therapy, immune therapy, and radiation therapy [6,7,8,9]. Among these therapeutic methods, chemotherapy is a major tool in patients with advanced stages. However, most patients have eventually developed drug resistance because of various mechanisms. The studies indicated that Top2A gene plays a critical role in drug resistance development, which encode DNA topoisomerase IIα gene [10, 11]. Topoisomerase inhibitor like doxorubicin was extensively used for chemotherapies of cancer patients [10]. However, the studies indicated that high topoisomerase IIα level is strongly associated with drug resistance of doxorubicin treatment [11,12,13]. Therefore, Top2A gene expression level is dramatically relevant to therapeutic efficiency and prognosis of chemotherapy.
Cancer cells can travel from primary tumor and invaded adjacent tissues to other parts of the body through the bloodstream or lymphatic system. This is major mechanism for cancer metastasis, which is complex and remains defined. Recent studies showed that circulating tumor cells (CTCs) in peripheral blood are significantly associated with relapse, metastasis, and prognosis of cancer [14,15,16]. The presence and the number of CTCs have been shown to be associated with a poorer prognosis in various types of cancers, including breast, prostate, colorectal, and lung cancer [17,18,19,20]. CTCs are thought to play a role in the spread of cancer throughout the body, and their presence in the bloodstream can be an indicator of the potential for metastasis. During this process, CTCs experience an epithelial–mesenchymal transition (EMT) mechanism with epithelial markers loss and increased expression of mesenchymal genes [21, 22]. CTCs can be divided into epithelial CTCs (ECTCs) with positive EpCAM and CK8/18/19 gene expression, mesenchymal CTCs (MCTCs) with positive Vimentin and Twist genes expression, and hybrid CTCs (HCTCs) with both lineage markers expression [23, 24]. In addition, studies have indicated that patients with higher numbers of CTCs tend to have a poorer response to treatment and a shorter overall survival (OS) compared to those with lower number of CTCs [25, 26].
Therefore, monitoring CTC levels can be useful in assessing the prognosis of cancer patients and guiding treatment decision. In addition, the clinical significances of TOP2a gene expression in CTCs of BC patients are unclear. Here, we hypothesized that TOP2a gene expressive level on CTCs of BC patients is strongly relative to chemotherapeutic efficiency and the prognosis. To address this hypothesis, we employed TRIRNA and IHC techniques to measure TOP2a gene on CTCs and HR protein expressions of BC patients. Then we calculated PFS of patients with differentiated TOP2a gene and HR protein expressions. Therefore, the purpose of this study aimed to validate relationships between TOP2a gene expression on CTCs and outcomes of BC patients.
Patients and methods
Patients
A total of 50 BC patients were recruited in this study. All patients were female with 31–73-year-old age. These patients were admitted to the First People’s Hospital of Zhaoqing from 4 June, 2020 to 21 Aug, 2021. Inclusion criteria for this study were following: (I) age was more than 18 years old; (II) BC diagnosis was confirmed with combination of clinical symptoms, computerized tomography (CT) scan, ultrasound, and tumor biopsy or fine-needle aspiration cytology by clinical pathologist; (III) The tumor-node-metastasis (TNM) stages were obtained following the diagnosis criteria by AACR-8th edition [27]; (IV) estrogen receptor (ER), progesterone receptor (PR), and epidermal growth factor receptor 2 (HER2) expression were detected by immunohistochemistry (IHC) method before treatment; (V) CTCs number/5 ml (mL) were measured CanPatrol™ technology and three-color RNA-ISH before treatments; (VI) all cases were primary breast cancer. Exclusion criteria were following: (I) metastatic breast cancer from other organs; (II) follow-up loss; (III) incomplete clinical, laboratory, and images data; (IV) underwent any kinds of treatment like surgery, chemotherapy, and radiotherapy.
Blood collecting and cell enrichment
A total of 5 mL peripheral blood from enrolled patients was drawn and immediately transferred into an ethylene-diamine-tetra-acetic acid (EDTA) coated tube one day just before treatment, which stored at 4 °C and processed for the next step in 4 h (h). Previous peripheral blood was mixed with 15 mL red blood lysis buffer for 30 min (min) at room temperature (RT) and spin 5 min at 1500 revolutions per minutes (RPM). Then the supernatant was discarded and washed twice with phosphate-buffered saline (PBS). The collected cells were fixed with 4% paraformaldehyde (PFA) for 8 min and connected with the vacuum filtration system at 0.08 MPa following described method in the literature [28].
Identification of CTCs by multiple gene mRNA probes using RNA in situ hybridization (RNA-ISH)
To get CTCs lineage specific and TOP2A gene expression on CTCs, the above fixed cells were treated with 0.1% (mg/mL) proteinase K for 30 min at 4 °C to enhance the cell membrane permeability of targeting gene probes. After washing twice with PBS solution, a serial of lineage specific capture probes, including epithelial biomarker probes: EpCAM and CK8/18/19; mesenchymal biomarker probes: Vimentin and Twist; and TOP2A mRNA probe, were added hybridization solution and incubated for 2 h at 40 °C. To remove unbound probes, cells were washed twice with 0.1 × SSC eluent (Sigma, St. Louis, USA). Then cells were incubated for 90 min at 40 °C with the pre-amplification and the amplification solution to amplify targeting genes signal. Finally, three specific fluorescence conjugated gene mixtures, including Alexa Fluor (AF) 594 for probe EpCAM and CK8/18/19; AF488 for probe Vimentin and Twist; and AF750 for TOP2A, were added into cells and incubated for 60 min at 40 °C. To get cell nucleus images, we also added specific staining dye6-diamidino-2-phenylindole (DAPI) into samples. All specific gene expression images were taken pictures and counted their expression levels in fluorescence scanning microscope by 100 magnification (Olympus BX53, Tokyo, Japan).
Positive CTCs determination
Following reagent supplier description ( SurExam, Guangzhou, China), the red dots, green dots, red and green mixed dots, purple dots stand for epithelial (eCTCs), mesenchymal CTCs (MCTCs), hybrid CTCs (hCTCs), and TOP2A gene expression in fluorescence microscope by 100 × magnification, respectively. Then we randomly counted 5 fields and averaged each type CTCs number. Their identification criteria and images show in Table 1 and Fig. 1.
Hormone receptor expression using immunohistochemistry (IHC)
Hormone receptor expression levels of BC patients are closely associated with therapeutic effects and prognosis. To evaluate hormone receptor expression in BC patients, we employed IHC method to detect their levels, including ER, PR, and HER2. Briefly, the deparaffinized sections of tumor tissue from biopsy or surgery were cut into 4-μM wide and mounted on slides. The primary and secondary antibodies were incubated following the manufacturer recommended protocol (Roche Diagnostics, Basel, Switzerland). Positive ER, PR, and HER-2 cells were determined by at least three certificated pathologists following the 2018 ASCO/CAP recommended criteria [29].
The disease status and follow-up of patients
To assess the prognostic effects of multiple variants on BC patients, we decided to follow-up to 2 years after treatment at the end on 21 Aug, 2021. All patients were met at outpatient or phone call by every three months in the first half year, then every six months in the remaining time. The follow-up information included disease symptoms, chest computed tomography (CT), whole-body bone scan, and positron emission tomography (PET-CT) scan. The criteria for recurrence and metastasis were defined as image detections showing space-occupying lesions in chest and other organs of human body. Progression-free survival (PFS) was time from treatment to recurrence.
Statistical analysis
All data analyses were performed using GraphPad Prism 9.0 version (San Diego, California, USA). Comparison of continuous variables between CTCs levels and clinical–pathological characteristics was performed using Student T test, Mann–Whitney U test, and ANOVA test. In contrast, categorical variables were compared using χ2 tests. The prognostic factors for predicting outcome of patients were determined using univariate and multivariate Cox’s regression model. PFS comparison of different patient groups was calculated using the Kaplan–Meier curve. P < 0.05 was considered as significant differences.
Results
The clinico-pathological characteristics of patients.
A total of 50 BC patients all were female with 31–73-year-old age (median was 49-year-old, mean ± Sd was 50.38 ± 8.68-year-old). The most patients were invasive ductal carcinoma (IDC) (47 cases, 94%). The other three patients were invasive lobular carcinoma (ILC, 1 case, 2%), ductal carcinoma in situ (DCIS, 1 case, 2%), and mucinous carcinoma (MC, 1 case, 2%), respectively. There were 13 stage I, 28 stage II, 8 stage III, and 1 DCIS patients according to staging criteria recommended by AACR-8th edition [27]. We also performed estrogen receptor (ER), progesterone receptor (PR), and HER2 levels detection by IHC and found that there were 36 ER + , 28PR + , 29 HER2 + , and 6 triple-negative cases, respectively (Table 2).
Comparison of CTCs number in breast cancer subgroups
To investigate total CTCs, subtypes, and TOP2A levels in different characteristic groups, we performed ECTC, MCTCs, hybrids CTCs (HCTCs), and TOP2A CTCs based on criteria in Table 1 and Fig. 1, which outlined nucleus shape with DAPI staining (Fig. 1A) and occupied red color (Fig. 1B), green color (Fig. 1C), purple color (Fig. D, TOP2A gene), and mixed color (Fig. 1E) expression in fluorescence microscope by 100 × magnification, respectively. We also compared differences between high CTCs and low CTCs by Mann–Whitney U test using different CTC cut-off values. The results show in Table 2. We found that there were more total CTCs when tumor size was large (≥ 3 cm). In contrast, if tumor size was < 3 cm, total CTCs number was significantly decreased (P = 0.029). Interestingly, this result was consistent with TOP2A levels. It means that when large tumor size was ≥ 3 cm and there were high total CTCs, TOP2A levels were greatly increased compared to small tumor size and low total CTCs (P = 0.021). In addition, we also found that total CTCs levels also were strongly relevant to molecular type (p = 0.042). Among 7 patients with triple-negative, all cases had more total CTCs. Except these obvious findings, we also identified that TOP2A levels were dramatically associated with TNM stages, which were significantly higher than that in patients with stage I (P = 0.012). These results indicated that total CTC numbers were greatly associated with tumor size and molecular type. TOP2A levels were closely relevant to tumor size and tumor TNM stages.
COX regression analysis of univariate and multivariate in defined groups
To trace the relationships between the outcomes and specific clinical characteristics, we carried out COX regression analysis for patient survival using univariate, such as age, TNM stage, ER, PR, HER-2, total CTCs counts, hybrids CTCs number, and TOP2A level. We followed up to 24 months and recorded recurrence, metastasis, and PFS. The results show in Table 3. We found that age, TCTCs, HCTCs, and PR-positive expression were not risk factors for recurrence and metastasis in BC patients. In contrast, TOP2A expression in high TCTCs, ER-positive, HER-2 positive expression, and tumor staging were critical risk factors. Their hazard ratios (HR) for recurrence and metastasis in positive patients were significant high than that in negative patients (P < 0.05).
Kaplan–Meier survival analysis in patients with various CTCs and hormone receptor expression
To evaluate outcomes of patients with different CTCs, TOP2A, and hormone receptors, we performed survival analysis using Kaplan–Meier survival curve. The results showed in Fig. 2. We compared PFS of patients with ≥ 5 TCTCs and < 5 TCTCs (Fig. 2A), ≥ 3 HCTCs and < 3 HCTCs (Fig. 2B), and TOP2A in ≥ 3 TCTCs and < 3 TCTCs (Fig. 2C). It was found that PFS of patients with low TCTCs, HCTCs, and TOP2A was significant longer that in patients with high TCTCs, HCTCs, and TOP2A. Their hazard ratios (HR), 95% confidence interval (CI), and P value were HR 3.711, 95% CI 1.683–8.182, P = 0.0001 for TCTCs; HR 2.23, 95% CI 1.017–4.902, P = 0.0279 for HCTCs; HR 3.711,95% CI 1.683–8.182, P = 0.0001 for TCTCs; HR 4.672, 95% CI 2.28–10.01, P = 0.0001 for TOP2A in TCTCs (Table 4). These results indicated that high CTCs and TOP2A are critical factors for the outcomes of breast cancer patients.
We also compared the PFS of BC patients with ER, PR, HER-2-positive and -negative patients. The results show in Fig. 3 and Table 4. We found that the PFS of patients with positive ER, PR, and HER-2 was dramatically longer free disease status than that in patients with negative hormone receptors. Their statistical data were HR 3.207, 95% CI 0.1258–0.8172, P = 0.0028 for ER + patients; HR 0.4324, 95% CI 0.1992–0.9383, P = 0.0411 for PR + patients; HR 0.4737, 95% CI 0.1942–0.9681, P = 0.0414 for HER-2 + patients. These results revealed that positive hormone receptor expression in BC patients has favor to their prognosis.
Discussion
The present data indicate the relevance of TCTCs, HCTCs, and TOP2A on TCTCs are critical biomarkers for predicting outcomes of BC patients. Positive ER, PR, and HER-2 expressions also have favorable BC patients survival. CanPatrolTMtechnology and RNA in situ hybridization (RNA-ISH) are sensitive and reliable methods for CTC detection.
Breast cancer is an extensive prevalent disease in women and has increasing incidence in recent years [30]. Chemotherapy is a major tool for patients with advanced stages and adjuvant treatment after surgery. However, the most BC patients eventually became recurrence and metastasis because of chemotherapy drug resistance. Therefore, it is urgent to identify a sensitive and reliable technology for predicting the outcomes of BC patients. Recently, CTC detection for predicting the recurrence of cancer was extensively reported [28, 31,32,33]. Li et al. [28] reported that CTCs measurement in non-small cell lung cancer (NSCLC) using CanPatrol technology and RNA-ISH can distinguish benign and carcinoma patients at 0.5 CTCs/5 mL cut-off of peripheral blood and obtained 81.6% sensitivity and 86.8% specificity. This result revealed that CanPatrol combined RNA-ISH can test rare CTCs using a little volume blood. Dong et al. [33] also used this method to determine CTCs and PD-L1 expression. They found that high TCTCs, MCTCs, and PD-L1 ( +) CTCs had poor prognosis in NSCLC patients. Here, our results confirmed that CanPatrol combined RNA-ISH can detect rare CTCs and TOP2A gene in 5 mL peripheral blood. Our TCTCs and HCTCs count in BC patients had poor prognosis and was consistent with previous report [32].
TOP2A gene was found to be involved in many chemotherapeutic drug resistances because it engages DNA replication, repair, recombination and transcription [10, 11, 34]. TOP2A gene is highly expressed in proliferative cells and clue that it is involved in aggressive invasive behaviors of cancer cells [35]. Yang et al. [36] and Menendez et al. [37] investigated TOP2A gene expression in breast cancer MCF-7 cell line or SK-Br3 cell line and found that wild type MCF-7 cell and SK-Br3 cells had high TOP2A gene expression. TOP2A inhibitor administration can induce MCF-7 cell and SK-Br3 cells apoptosis. Here, our data show that TOP2A is not only a risk factor for recurrence and metastasis of BC patients, but also a key biomarker for predicting the prognosis of BC patients. We found that TOP2A-positive expression in ≥ 3 TCTCs had dramatically affected the PFS of patients. This result further provided a new mechanism for drug resistance.
Previous studies indicated that ER, PR, HER-2 expressions in BC patients were closely associated with treatment of patients [38, 39]. Indeed, our current data confirmed that ER + , PR + , HER-2 + expression had favorable prognosis although PR + was not relevant to risk factor for recurrence and metastasis. There results confirmed previous reports [31, 32].
Limitations: This study has interesting findings. However, there are a few limitations: (I) Total sample size is 50 patients. This sample size is limited and may product some sample bias; (II) Present results were from a single of clinical center, which may have a selective bias; (III) There are limited mechanism studies between CTCs number and BC tumorigenesis; (IV) TOP2A expression is how to be involved in the outcomes of BC patients. To overcome these limitations, we will recruit more patients from multiple hospitals and perform deep biological mechanism study in the further.
Availability of data and materials
The datasets generated and analyzed are available from the corresponding author upon reasonable request.
References
Balasubramanian R, Rolph R, Morgan C, Hamed H. Genetics of breast cancer: management strategies and risk-reducing surgery. Br J Hosp Med (Lond). 2019;80(12):720–5.
Siegel RL, Miller KD, Jemal A. Cancer statistics, 2020. CA Cancer J Clin. 2020;70(1):7–30.
Bray F, Ferlay J, Laversanne M, Brewster DH, Gombe Mbalawa C, Kohler B, et al. Cancer Incidence in Five Continents: Inclusion criteria, highlights from Volume X and the global status of cancer registration. Int J Cancer. 2015;137(9):2060–71.
Collaborative Group on Hormonal Factors in Breast C. Breast cancer and breastfeeding: collaborative reanalysis of individual data from 47 epidemiological studies in 30 countries, including 50302 women with breast cancer and 96973 women without the disease. Lancet. 2002;360(9328):187–95.
Gage M, Wattendorf D, Henry LR. Translational advances regarding hereditary breast cancer syndromes. J Surg Oncol. 2012;105(5):444–51.
Leite AM, Macedo AVS, Jorge AJL, Martins WA. Antiplatelet therapy in breast cancer patients using hormonal therapy: myths, evidence and potentialities - systematic review. Arq Bras Cardiol. 2018;111(2):205–12.
Burstein HJ, Temin S, Anderson H, Buchholz TA, Davidson NE, Gelmon KE, et al. Adjuvant endocrine therapy for women with hormone receptor-positive breast cancer: american society of clinical oncology clinical practice guideline focused update. J Clin Oncol. 2014;32(21):2255–69.
Jahanzeb M. Adjuvant trastuzumab therapy for HER2-positive breast cancer. Clin Breast Cancer. 2008;8(4):324–33.
Hickey BE, Lehman M. Partial breast irradiation versus whole breast radiotherapy for early breast cancer. Cochrane Database Syst Rev. 2021;8(8):CD007077.
Burgess DJ, Doles J, Zender L, Xue W, Ma B, McCombie WR, et al. Topoisomerase levels determine chemotherapy response in vitro and in vivo. Proc Natl Acad Sci USA. 2008;105(26):9053–8.
Chalumeau C, Carton M, Eeckhoutte A, Ballet S, Vincent-Salomon A, Vuagnat P, et al. Oral etoposide and trastuzumab use for HER2-positive metastatic breast cancer: a retrospective study from the institut curie hospitals. Cancers (Basel). 2022;14(9).
Mano MS, Rosa DD, De Azambuja E, Ismael GF, Durbecq V. The 17q12-q21 amplicon: Her2 and topoisomerase-IIalpha and their importance to the biology of solid tumours. Cancer Treat Rev. 2007;33(1):64–77.
de Lucio B, Manuel V, Barrera-Rodriguez R. Characterization of human NSCLC cell line with innate etoposide-resistance mediated by cytoplasmic localization of topoisomerase II alpha. Cancer Sci. 2005;96(11):774–83.
Cohen EN, Jayachandran G, Moore RG, Cristofanilli M, Lang JE, Khoury JD, et al. A Multi-Center Clinical Study to Harvest and Characterize Circulating Tumor Cells from Patients with Metastatic Breast Cancer Using the Parsortix((R)) PC1 System. Cancers (Basel). 2022;14(21).
Yu M, Bardia A, Wittner BS, Stott SL, Smas ME, Ting DT, et al. Circulating breast tumor cells exhibit dynamic changes in epithelial and mesenchymal composition. Science. 2013;339(6119):580–4.
Fina E. Signatures of Breast Cancer Progression in the Blood: What Could Be Learned from Circulating Tumor Cell Transcriptomes. Cancers (Basel). 2022;14(22).
Bartkowiak K, Mossahebi Mohammadi P, Gartner S, Kwiatkowski M, Andreas A, Geffken M, et al. Detection and Isolation of Circulating Tumor Cells from Breast Cancer Patients Using CUB Domain-Containing Protein 1. J Proteome Res. 2023.
Klusa D, Lohaus F, Franken A, Baumbach M, Cojoc M, Dowling P, et al. Dynamics of CXCR4 positive circulating tumor cells in prostate cancer patients during radiotherapy. Int J Cancer. 2023.
Jimenez-Fonseca P, Sastre J, Garcia-Alfonso P, Gomez-Espana MA, Salud A, Gil S, et al. Association of Circulating Tumor Cells and Tumor Molecular Profile With Clinical Outcomes in Patients With Previously Untreated Metastatic Colorectal Cancer: A Pooled Analysis of the Phase III VISNU-1 and Phase II VISNU-2 Randomized Trials. Clin Colorectal Cancer. 2023.
Ricordel C, Chaillot L, Vlachavas EI, Logotheti M, Jouannic A, Desvallees T, et al. Genomic characteristics and clinical significance of CD56+ circulating tumor cells in small cell lung cancer. Sci Rep. 2023;13(1):3626.
Kalluri R, Weinberg RA. The basics of epithelial-mesenchymal transition. J Clin Invest. 2009;119(6):1420–8.
Thiery JP, Acloque H, Huang RY, Nieto MA. Epithelial-mesenchymal transitions in development and disease. Cell. 2009;139(5):871–90.
Obermayr E, Koppensteiner N, Heinzl N, Schuster E, Holzer B, Fabikan H, et al. Cancer Stem Cell-Like Circulating Tumor Cells Are Prognostic in Non-Small Cell Lung Cancer. J Pers Med. 2021;11(11).
Yang J, Ma J, Jin Y, Cheng S, Huang S, Zhang N, et al. Development and validation for prognostic nomogram of epithelial ovarian cancer recurrence based on circulating tumor cells and epithelial-mesenchymal transition. Sci Rep. 2021;11(1):6540.
Gao T, Mao J, Huang J, Luo F, Lin L, Lian Y, et al. Prognostic significance of circulating tumor cell measurement in the peripheral blood of patients with nasopharyngeal carcinoma. Clinics (Sao Paulo). 2023;78: 100179.
Wang HT, Bai LY, Wang YT, Lin HJ, Yang HR, Hsueh PR, et al. Circulating tumor cells positivity provides an early detection of recurrence of pancreatic cancer. J Formos Med Assoc. 2023.
MB A, SB E, FL G. AJCC Cancer Staging Manual. 8th ed. Springer. 2017.
Li J, Liao Y, Ran Y, Wang G, Wu W, Qiu Y, et al. Evaluation of sensitivity and specificity of CanPatrol technology for detection of circulating tumor cells in patients with non-small cell lung cancer. BMC Pulm Med. 2020;20(1):274.
Wolff AC, Hammond MEH, Allison KH, Harvey BE, Mangu PB, Bartlett JMS, et al. Human epidermal growth factor receptor 2 testing in breast cancer: american society of clinical oncology/college of american pathologists clinical practice guideline focused update. J Clin Oncol. 2018;36(20):2105–22.
Joseph C, Papadaki A, Althobiti M, Alsaleem M, Aleskandarany MA, Rakha EA. Breast cancer intratumour heterogeneity: current status and clinical implications. Histopathology. 2018;73(5):717–31.
Li Y, Jiang X, Zhong M, Yu B, Yuan H. Whole genome sequencing of single-circulating tumor cell ameliorates unraveling breast cancer heterogeneity. Breast Cancer (Dove Med Press). 2022;14:505–13.
Maurer M, Schott D, Pizon M, Drozdz S, Wendt T, Wittig A, et al. Increased circulating epithelial tumor cells (CETC/CTC) over the Course of Adjuvant Radiotherapy Is a Predictor of Less Favorable Outcome in Patients with Early-Stage Breast Cancer. Curr Oncol. 2022;30(1):261–73.
Dong J, Zhu D, Tang X, Qiu X, Lu D, Li B, et al. Detection of circulating tumor cell molecular subtype in pulmonary vein predicting prognosis of stage I-III non-small cell lung cancer patients. Front Oncol. 2019;9:1139.
Fountzilas G, Valavanis C, Kotoula V, Eleftheraki AG, Kalogeras KT, Tzaida O, et al. HER2 and TOP2A in high-risk early breast cancer patients treated with adjuvant epirubicin-based dose-dense sequential chemotherapy. J Transl Med. 2012;10:10.
Huijsmans CJ, van den Brule AJ, Rigter H, Poodt J, van der Linden JC, Savelkoul PH, et al. Allelic imbalance at the HER2/TOP2A locus in breast cancer. Diagn Pathol. 2015;10:56.
Yang Z, Liu Y, Shi C, Zhang Y, Lv R, Zhang R, et al. Suppression of PTEN/AKT signaling decreases the expression of TUBB3 and TOP2A with subsequent inhibition of cell growth and induction of apoptosis in human breast cancer MCF-7 cells via ATP and caspase-3 signaling pathways. Oncol Rep. 2017;37(2):1011–9.
Menendez JA, Vellon L, Lupu R. DNA topoisomerase IIalpha (TOP2A) inhibitors up-regulate fatty acid synthase gene expression in SK-Br 3 breast cancer cells: in vitro evidence for a “functional amplicon” involving FAS, Her-2/neu and TOP2A genes. Int J Mol Med. 2006;18(6):1081–7.
Bartsch R, Bergen E. ASCO 2018: highlights in HER2-positive metastatic breast cancer. Memo. 2018;11(4):280–3.
Papadaki MA, Stoupis G, Theodoropoulos PA, Mavroudis D, Georgoulias V, Agelaki S. Circulating tumor cells with stemness and epithelial-to-mesenchymal transition features are chemoresistant and predictive of poor outcome in metastatic breast cancer. Mol Cancer Ther. 2019;18(2):437–47.
Author information
Authors and Affiliations
Corresponding authors
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Ethical approval and consent to participate
This study was reviewed and approved by the ethical committees of the First People's Hospital of Zhaoqing. Informed consent was obtained from all individual participants included in the study.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
This article is published under an open access license. Please check the 'Copyright Information' section either on this page or in the PDF for details of this license and what re-use is permitted. If your intended use exceeds what is permitted by the license or if you are unable to locate the licence and re-use information, please contact the Rights and Permissions team.
About this article
Cite this article
Ye, Jh., Yu, J., Huang, My. et al. The correlation study between TOP2A gene expression in circulating tumor cells and chemotherapeutic drug resistance of patients with breast cancer. Breast Cancer 31, 417–425 (2024). https://doi.org/10.1007/s12282-024-01553-x
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12282-024-01553-x