• <tr id="yyy80"></tr>
  • <sup id="yyy80"></sup>
  • <tfoot id="yyy80"><noscript id="yyy80"></noscript></tfoot>
  • 99热精品在线国产_美女午夜性视频免费_国产精品国产高清国产av_av欧美777_自拍偷自拍亚洲精品老妇_亚洲熟女精品中文字幕_www日本黄色视频网_国产精品野战在线观看 ?

    Aneuploidy of chromosome 8 in circulating tumor cells correlates with prognosis in patients with advanced gastric cancer

    2016-04-28 05:00:56YilinLiXiaotianZhangJifangGongQiyueZhangJingGaoYanshuoCaoDaisyDandanWangPeterPingLinLinShen
    Chinese Journal of Cancer Research 2016年6期

    Yilin Li, Xiaotian Zhang, Jifang Gong, Qiyue Zhang, Jing Gao, Yanshuo Cao, Daisy Dandan Wang, Peter Ping Lin, Lin Shen

    1Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Oncology, Peking University Cancer Hospital & Institute, Beijing 100142, China;2Cytelligen, San Diego, CA 92121, USA

    Aneuploidy of chromosome 8 in circulating tumor cells correlates with prognosis in patients with advanced gastric cancer

    Yilin Li1, Xiaotian Zhang1, Jifang Gong1, Qiyue Zhang1, Jing Gao1, Yanshuo Cao1, Daisy Dandan Wang2, Peter Ping Lin2, Lin Shen1

    1Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Oncology, Peking University Cancer Hospital & Institute, Beijing 100142, China;2Cytelligen, San Diego, CA 92121, USA

    Objective:Previous work indicated that aneuploidy of chromosome 8 in circulating tumor cells (CTCs) correlated with therapeutic efficacy for advanced gastric cancer (AGC) patients. In this follow-up study performed on the same population of AGC patients, we investigated whether and how aneuploidy of chromosome 8 in CTCs correlates with patients’ clinical prognosis.

    Circulating tumor cells; advanced gastric cancer; aneuploidy; iFISH; prognosis

    View this article at: http://dx.doi.org/10.21147/j.issn.1000-9604.2016.06.04

    Introduction

    Circulating tumor cells (CTCs) are shed from primary or metastatic solid tumors into the circulation (1). Several studies suggest that measuring CTCs serves as a “l(fā)iquid biopsy”, enabling non-invasive and frequent monitoring of therapeutic responses in cancer patients in real time (1-6). A study performed on 52 advanced gastric cancer (AGC) patients in Japan confirmed that patients with unfavorable CTC counts 2 or 4 weeks after initiation of chemotherapy had shorter median progression-free survival (PFS) and overall survival (OS) compared with those with favorable CTC counts (7). Similar results were also obtained in our previous work with 136 AGC patients, indicating thatquantification of CTCs may be a promising approach for evaluating chemotherapeutic efficacy and predicting prognosis of AGC patients. Also, a persistently favorable CTC count or an early conversion to a favorable CTC count after therapy may indicate improved prognosis. In contrast, patients with persistently unfavorable CTCs or who converted to an unfavorable CTC count after therapy fared significantly worse, suggesting a limited treatment response. Longitudinal changes of CTCs in response to therapy may help in rapidly indicating acquired resistance in individual patients before they are radiographically evaluated (8).

    In addition to counting CTCs, pinpointing specific targeted-therapy-or chemotherapy-resistant CTC subtype classified by tumor biomarker expression and/or chromosome ploidy may be a better approach (3,9-11). Our previous study indicated that aneuploidy of chromosome 8 in CTCs of AGC patients correlated with chemotherapeutic efficacy of paclitaxel (PTX) and cisplatin (DDP) (12). The number of pre-treatment triploid CTCs in patients was inversely correlated with chemotherapeutic efficacy. After administration of PTX or DDP, triploid CTCs had intrinsic resistance to chemotherapeutic reagents, whereas multiploid CTCs (≥4 copies on chromosome 8) developing acquired resistance. Similar observations were made in a DDP-treated gastric neuroendocrine cancer patient-derived xenograft (PDX) model (13). Identification of diverse CTC subtypes with distinct clinical significance could help guide more precise personal therapy and allow more robust analyses (14).

    In this study, we extended previous studies to investigate whether and how distinct CTC subtypes with diverse ploidy of chromosome 8 correlate with patients’ clinical prognosis in terms of PFS and OS. Subtraction enrichment (SE) integrated with immunostaining-fluorescencein situhybridization (iFISH) was applied to enrich and characterize aneuploidy of chromosome 8 in CTCs (12). Correlations of quantified multiploid CTCs in patients under therapy with clinical prognosis were investigated to evaluate the utility of comparing multiploid CTCs for monitoring therapeutic response in AGC patients.

    Materials and methods

    Patients and sample collection

    Thirty-one newly diagnosed AGC patients (>18 years) were enrolled in the study at Peking University Cancer Hospital from October 2013 to August 2014. Locally advanced, recurrent, metastatic gastric or gastroesophageal junction adenocarcinoma was histopathologically diagnosed and confirmed. Patients who had not received treatment and those who had a Karnofsky performance status >60, with adequate organ function and evaluable tumor lesions were eligible for this study. All enrolled patients were given firstline PTX or DDP-based chemotherapy (15). Those histopathologically diagnosed as human epidermal growth factor receptor 2 (HER2)-positive cancer received anti-HER2 targeted therapy and DDP chemotherapy (16).

    Six weeks (2 cycles) after therapy, evaluation of clinical response was performed using computed tomography (CT) according to Response Evaluation Criteria in Solid Tumors (RECIST) version 1.1 criteria (17). Responses were categorized as partial response (PR, at least a 30% decrease in the sum of diameters of target lesions), progressive disease (PD, at least a 20% increase in the sum of diameters of target lesions), or stable disease (SD, neither sufficient shrinkage to qualify as PR nor a sufficient increase to qualify as PD). Written informed consent was obtained from all subjects. The study was approved by the Ethics Committee of Peking University Cancer Hospital and was performed according to the Declaration of Helsinki principles.

    Enrichment and characterization of CTCs by SE-iFISH

    Peripheral blood samples were collected from patients before and 6 weeks (the first evaluation of efficacy) after therapy initiation. CTCs were enriched using SE-iFISH (Cytelligen, San Diego, CA, USA) according to a previously published protocol (12). Briefly, 7.5 mL of patient blood was collected into a tube containing acidcitrate-dextrose (ACD) anticoagulant (Becton Dickinson, Franklin Lakes, NJ, USA), followed by thoroughly mixing and overlaying on 3 mL of hCTC separation matrix. The solution was centrifuged at 450× g for 5 min at room temperature. Supernatants above red blood cells were collected and incubated with immunomagnetic particles conjugated to anti-leukocytes monoclonal antibodies at room temperature for 10 min with gentle shaking. Samples were then subjected to magnetic separation to remove leukocytes. The magnetic particle-free solution was spun down at 500× g for 2 min at room temperature. Sedimented cells were thoroughly mixed with cell fixative and applied onto Cytelligen-coated CTC slides. Samples were subsequently subjected to immunostaining with a cocktail of Alexa Fluor 594-conjugated monoclonal anti-CD45 andAlexa Fluor 488-conjugated anti-pan-cytokeratin (PanCK) (CK4, 5, 6, 8, 10, 13 and 18) for 1 h in the dark, followed by FISH with Centromere Probe (CEP) 8 Spectrum-Orange (Vysis, Abbott Laboratories, Abbott Park, IL, USA) using a S500 StatSpin ThermoBrite Slide Hybridization/Denaturation System (Abbott Molecular, Des Plaines, IL, USA). CTCs were identified as 4’,6-diamidino-2-phenylindole (DAPI)+/CD45-/PanCK+or -with aneuploid chromosome 8.

    Statistical analysis

    Statistical analyses were performed with IBM SPSS Statistics (Version 21.0; IBM Corp., New York, USA). Correlation of CTC positivity with clinicopathologic characteristics and clinical responses was examined using Fisher’s exact test. The threshold of CTCs was established with nonparametric receiver operating characteristic (ROC) analysis, and optimal threshold values were determined to maximize the Youden index (sensitivity+ specificity-1), which was determined by selecting a point that maximizes the number of subjects correctly classified, and giving equal weight to sensitivity and specificity (18). PFS was defined as the duration from initial blood collection to the time that clinical progression was confirmed or the participants were censored. OS was defined as the time from initial blood collection to the date that death occurred or the participants were censored. Kaplan-Meier survival plots for PFS or OS were generated based on numbers of total or aneuploid CTCs before and after therapy, and survival curves were compared using logrank tests. Cox proportional hazards regression was applied to determine the univariate and multivariate hazard ratios (HR) for PFS and OS. Pre- and post-therapy total CTC counts, subtypes of multiploid chromosome 8 CTCs, and standard clinical factors including gender, age, liver and peritoneal metastases, Lauren classification, HER2 status and the type of treatment were subjected to univariate analyses for PFS and OS. Significant parameters in the univariate analysis were then included in the multivariate analysis. P<0.05 was considered statistically significant, and all P values were two-sided.

    Results

    Correlation of CTCs in pre-treatment patients with clinicopathological characteristics

    Quantification of total and aneuploid CTCs (≥4 copies on chromosome 8) in pre-treatment patients by SE-iFISH was performed on all of the 31 enrolled AGC patients. The median number of CTCs detected in whole population of patients was 3 (range, 0–720) and the mean numberwas 32±128. And ≥1 CTCs per 7.5 ml were detected in 93.5% of patients before treatment. Examination of correlation between CTC numbers and various clinicopathological characteristics is summarized inTable 1. All patients with mixed type carcinoma were positive for CTCs (≥2 per 7.5 mL), whereas patients with intestinal and diffuse type cancer had a CTC positivity of 83.3% and 33.3%, respectively. Further pairwise comparison revealed that positivity of CTC in intestinal and mixed type patients was significantly higher than that of diffuse type (P=0.038, P=0.021, respectively). No obvious correlation was found in other clinicopathological characteristics, including gender, age, primary tumor sites, metastatic sites, and HER2 status.

    Post-therapy CTCs correlate with PFS and OS

    Of the 31 enrolled AGC patients, 22 had completed two cycles of therapy and a post-therapy CTC evaluation. At the time of analysis, 18 of 22 patients had PD, and 14 died. The median PFS and OS were 8.1 [95% confidence interval (95% CI), 6.7–9.4] months and 18.7 (95% CI, 12.7–24.6) months, respectively. To establish an optimal threshold of CTCs for predicting PFS and OS, ROC curves and Youden index were estimated for both pre- and post-treatment CTCs (Supplementary Figure S1) (18). We observed that <4 CTCs per 7.5 mL was a favourable threshold, whereas ≥4 was an unfavorable value in this study.

    In pre-treatment patients, those with ≥4 CTCs had the median PFS and OS as shown inFigure 1A,Band these were not significantly different from patients with <4 CTCs (P=0.487, P=0.533, respectively). However, 6 weeks after therapy initiation, the median PFS of patients with ≥4 post-therapy CTCs was 4.5 (95% CI, 3.8–5.2) months, which was significantly shorter than that of patients with <4 post-therapy CTCs [8.4 (95% CI, 8.0–8.8) months, P=0.001] (Figure 1C). For median OS, similar results were obtained. The patients with ≥4 post-therapy CTCs had inferior median OS [14.3 (95% CI, 6.7–21.9) months] compared with those with <4 post-therapy CTCs [20.0 (95% CI, 14.9–25.0) months, P=0.044) (Figure 1D). Data suggest that a threshold of unfavorable post-therapy CTCs (≥4) may help predict inferior PFS and OS.

    Table 1 Correlation of CTCs in pre-treatment patients with clinical characteristics (N=31)

    Correlation of multiploidy of chromosome 8 in CTCs with PFS and OS

    Our previous work indicated that aneuploidy of chromosome 8 in CTCs correlated with therapeutic response in AGC patients. Triploid chromosome 8 CTCs were constantly chemoresistant, whereas multiploid CTCs may develop acquired resistance after chemotherapy (12). In the current study, correlation of enumeration of triploid and multiploid chromosome 8 CTCs (hereafter referred to triploid and multiploid CTCs respectively) with patient prognosis was investigated.

    Figure 1 Kaplan-Meier curves for progression-free survival (PFS) (A, C) and overall survival (OS) (B, D) in patients with ≥4 and <4 CTCs either pre- (A, B) or post-therapy (C, D).

    Based on estimated ROC curves and Youden index, ≥1 triploid (data not shown) and ≥2 multiploid (Supplementary Figure S2) CTCs were selected as an unfavorable threshold in this study. Although neither pre- nor post-treatment triploid CTCs were correlated with PFS and OS (data not shown), patients with ≥2 post-therapy multiploid CTCs had significantly shorter median PFS and OS compared with those with <2 post-therapy multiploid CTCs [4.5 (95% CI, 3.8–5.2) monthsvs. 8.4 (95% CI, 7.8–9.0) months, P=0.011; 11.4 (95% CI, 10.2–12.6) monthsvs. 22.6 (95% CI, 16.8–28.2) months, P=0.001]. No significant correlation of pre-treatment multiploid CTCs with PFS and OS was found (Figure 2). Six weeks after therapy, inferior PFS and OS were observed in patients with ≥2 multiploid CTCs compared with patients with <2 multiploid. Thus, unfavorable (≥2) post-therapy multiploid CTCs may predict inferior PFS and OS for AGC patients.

    Variations of multiploid CTCs in response to therapy correlate with PFS and OS

    To investigate the significance of multiploid CTCs, variations of quantified multiploid CTCs before and after treatment in response to therapy were compared. Patients after 6 weeks of therapy were classified into two groups: Group 1 with the number of multiploid CTCs decreased≥10% following therapy; and Group 2 with the number of multiploid CTCs increased ≥10%. As shown inFigure 3A, the median PFS of Group 2 was significantly shorter than that of Group 1 [4.5 (95% CI, 1.2–7.8) monthsvs. 8.3 (95% CI, 7.7–9.1) months, P=0.003]. Similar results were observed with respect to the median OS. Group 2 had inferior median OS compared to Group 1 [11.4 (95% CI, 3.8–23.0) monthsvs. 20.0 (95% CI, 18.0–22.0) months, P=0.004] (Figure 3B). Statistical analysis showed that quantitative comparison of multiploid CTCs after therapy may help evaluate therapeutic response and patientprognosis. Patients with ≥10% decreased multiploid CTCs after the first 2 cycles of therapy may have improved PFS and OS and those with ≥10% increased multiploid CTCs after the first 2 cycles of therapy may have inferior PFS and OS.

    Figure 2 Correlation of multiploid CTCs in pre-treatment (A, B) and post-treatment (C, D) patients with progression-free survival (PFS) (A, C) and overall survival (OS) (B, D).

    To compare the predictive value of variable multiploid CTCs with the one-site unfavorable CTCs, Cox proportional hazards regression model was used and the results showed that several unfavorable parameters were associated with inferior PFS and OS (Figure 4). A ≥10% increase of multiploid CTCs after therapy indicated the highest risk of progression and mortality. Moreover, multivariate analysis demonstrated that after adjusting for clinically significant factors (including post-therapy CTCs, post-therapy multiploid CTCs and increase of multiploid CTCs which were significant predictors in Cox univariate analysis), only ≥10% increase in multiploid CTCs was an independent predictor of PFS (HR, 9.697; 95% CI, 1.582–59.444; P=0.014) and OS (HR, 6.833; 95% CI, 1.350–34.583; P=0.020). Thus, comparing multiploid chromosome 8 CTCs before and after treatment can be used to evaluate therapeutic efficacy.

    Discussion

    Figure 3 Correlation of variations of multiploid chromosome 8 CTCs after therapy with progression-free survival (PFS) (A) and overall survival (OS) (B). Patients are categorized into two groups according to the trends of changes of multiploid CTCs from pre-treatment to post-treatment. Group 1, multiploid CTCs are decreased ≥10%; Group 2, multiploid CTCs are increased ≥10%.

    Clinical validity of the CTCs shed from various solid tumors including AGC has been published elsewhere (1,3,4,11). Nevertheless, clinical application of a conventional epithelial cellular adhesion molecule (EpCAM)-dependent strategy for CTC measurement is limited due to heterogeneous expression of EpCAM or the absence of both EpCAM and cytokeratin (CK) induced by epithelial-mesenchymal transition (EMT) (4,19-21). Our previous work confirmed that EpCAM-independent SE-iFISH was better than an EpCAM-dependent strategy for measuring CTCs in AGC patients (12). Here, we report that most patients had ≥1 CTC per 7.5 mL as measured by SE-iFISH. Post-therapy patients with ≥4 CTCs had worse PFS and OS compared with those with <4 CTCs. So, posttherapy CTC counts may indicate the prognosis of AGC.

    Triploid CTCs measured before or after treatment did not correlate with PFS and OS, perhaps due to the intrinsic chemoresistance of trisomy CTC, causing an unchanged number of triploid CTCs after therapy (12). However, unfavorable (≥2 per 7.5 mL) multiploid CTCs in posttherapy patients was significantly associated with inferior PFS and OS. Moreover, patients with ≥10% decrease in multiploid CTCs after the first 6 weeks of therapy may have improved PFS and OS, whereas those with ≥10% increase in multiploid CTCs had inferior PFS and OS.

    Compared with one-site unfavorable total CTCs and the subtype of multiploid chromosome 8 CTCs, a 10% increase in post-treatment multiploid CTCs had the greatest highest HR for PFS and OS, and it was the only independent prognostic value according to Cox multivariate analysis. Although the optimal cut-off value for variation of multiploid CTCs needs to be further analyzed in expanded studies, data in this study show a correlation of multiploid CTCs with acquired drug resistance (11). Also, multiploid CTC counts in post-therapy patients might predict the course of AGC as they offer a more rapid method of evaluation compared with radiographic imaging. Karyotypic characterization of enriched CTCs during therapy might replace imaging to assess therapeutic resistance, and guide the clinical treatment of cancer patients.

    Figure 4 Forest plots displaying Cox univariate analysis of variables predicting to progression-free survival (PFS) and overall survival (OS). Variables include clinicopathological characteristics, numbers of total CTCs, subtypes of triploid and multiploid chromosome 8 CTCs in pre- and post-treatment patients, as well as variation of multiploid CTCs after therapy.

    Molecular mechanisms of aneuploidy of CTCs and its correlation to diverse therapeutic sensitivities warrant the study. On-going next generation sequencing (NGS) analysis of a single CTC may reveal genomic landscapes of CTC subtypes possessing distinct clinical significance (22-25), which should facilitate the elucidation of evolutionary mechanisms involved in therapy resistance.

    Conclusions

    Unfavorable (≥4) post-therapy CTCs may predict inferior prognosis in AGC patients. Previous work showed that triploid CTCs in AGC patients were constantly resistant to chemotherapy, and multiploid CTCs developed an acquired chemoresistance (11). The data from this study suggested that unfavorable (≥2) multiploid CTCs in posttherapy patients were significantly associated with inferior PFS and OS. Thus, CTCs may be used to assess therapeutic efficacy and predict inferior prognosis.

    Acknowledgements

    The SE-iFISH platform for CTCs detection was free provided and optimized by Daisy Dandan Wang and Peter Ping Lin in Cytelligen, San Diego, CA.

    Funding: This work was supported by Chinese National Natural Science Foundation (No. 81301323, 81472789);Beijing Natural Science Foundation (No. 7161002); and the Capital Health Research and Development of Special (No. 2016-1-1021).

    Footnote

    Conflicts of Interest: The authors have no conflicts of interest to declare.

    1.Alix-Panabières C, Pantel K. Clinical applications of circulating tumor cells and circulating tumor DNA as liquid biopsy. Cancer Discov 2016;6:479-91.

    2.Mateo J, Gerlinger M, Rodrigues DN, et al. The promise of circulating tumor cell analysis in cancer management. Genome Biol 2014;15:448.

    3.Miyamoto DT, Sequist LV, Lee RJ. Circulating tumour cells-monitoring treatment response in prostate cancer. Nat Rev Clin Oncol 2014;11:401-12.

    4.Haber DA, Velculescu VE. Blood-based analyses of cancer: circulating tumor cells and circulating tumor DNA. Cancer Discov 2014;4:650-61.

    5.De Mattos-Arruda L, Cortes J, Santarpia L, et al. Circulating tumour cells and cell-free DNA as tools for managing breast cancer. Nat Rev Clin Oncol 2013;10:377-89.

    6.Marx V. Tracking metastasis and tricking cancer. Nature 2013;494:133-6.

    7.Matsusaka S, Suenaga M, Mishima Y, et al. Circulating tumor cells as a surrogate marker for determining response to chemotherapy in Japanese patients with metastatic colorectal cancer. Cancer Sci 2011;102:1188-92.

    8.Li Y, Gong J, Zhang Q, et al. Dynamic monitoring of circulating tumour cells to evaluate therapeutic efficacy in advanced gastric cancer. Br J Cancer 2016;114:138-45.

    9.Carter L, Rothwell DG, Mesquita B, et al. Molecular analysis of circulating tumor cells identifies distinct copy-number profiles in patients with chemosensitive and chemorefractory small-cell lung cancer. Nat Med 2016. [Epub ahead print]

    10.Cima I, Kong SL, Sengupta D, et al. Tumor-derived circulating endothelial cell clusters in colorectal cancer. Sci Transl Med 2016;8:345ra89.

    11.Cheung KJ, Ewald AJ. A collective route to metastasis: Seeding by tumor cell clusters. Science 2016;352:167-9.

    12.Li Y, Zhang X, Ge S, et al. Clinical significance of phenotyping and karyotyping of circulating tumor cells in patients with advanced gastric cancer. Oncotarget 2014;5:6594-602.

    13.Jiang J, Wang DD, Yang M, et al. Comprehensive characterization of chemotherapeutic efficacy on metastases in the established gastric neuroendocrine cancer patient derived xenograft model. Oncotarget 2015;6:15639-51.

    14.Jordan NV, Bardia A, Wittner BS, et al. HER2 expression identifies dynamic functional states within circulating breast cancer cells. Nature 2016;537: 102-6.

    15.Gao J, Lu M, Yu JW, et al. Thymidine Phosphorylase/β-tubulin III expressions predict the response in Chinese advanced gastric cancer patients receiving first-line capecitabine plus paclitaxel. BMC Cancer 2011;11:177.

    16.Bang YJ, Van Cutsem E, Feyereislova A, et al. Trastuzumab in combination with chemotherapy versus chemotherapy alone for treatment of HER2-positive advanced gastric or gastro-oesophageal junction cancer (ToGA): a phase 3, open-label, randomised controlled trial. Lancet 2010;376:687-97.

    17.Eisenhauer EA, Therasse P, Bogaerts J, et al. New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer 2009;45:228-47.

    18.Youden WJ. Index for rating diagnostic tests. Cancer 1950;3:32-5.

    19.Diepenbruck M, Christofori G. Epithelial-mesenchymal transition (EMT) and metastasis: yes, no, maybe? Curr Opin Cell Biol 2016;43:7-13.

    20.Lowes LE, Goodale D, Xia Y, et al. Epithelial-tomesenchymal transition leads to disease-stage differences in circulating tumor cell detection and metastasis in pre-clinical models of prostate cancer. Oncotarget 2016. [Epub ahead of print]

    21.Yu M, Bardia A, Wittner BS, et al. Circulating breasttumor cells exhibit dynamic changes in epithelial and mesenchymal composition. Science 2013;339:580-4.

    22.Auer M, Heitzer E, Ulz P, et al. Single circulating tumor cell sequencing for monitoring. Oncotarget 2013;4:812-3.

    23.Ni X, Zhuo M, Su Z, et al. Reproducible copy number variation patterns among single circulating tumor cells of lung cancer patients. Proc Natl Acad Sci U S A 2013;110:21083-8.

    24.Miyamoto DT, Zheng Y, Wittner BS, et al. RNA-Seq of single prostate CTCs implicates noncanonical Wnt signaling in antiandrogen resistance. Science 2015; 349:1351-6.

    25.Salvianti F, Pazzagli M, Pinzani P. Single circulating tumor cell sequencing as an advanced tool in cancer management. Expert Rev Mol Diagn 2016;16:51-63.

    Cite this article as: Li Y, Zhang X, Gong J, Zhang Q, Gao J, Cao Y, Wang DD, Lin PP, Shen L. Aneuploidy of chromosome 8 in circulating tumor cells correlates with prognosis in patients with advanced gastric cancer. Chin J Cancer Res 2016;28(6):579-588. doi: 10.21147/j.issn.1000-9604.2016.06.04

    10.21147/j.issn.1000-9604.2016.06.04

    Lin Shen, MD. Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Oncology, Peking University Cancer Hospital & Institute, No. 52 Fucheng Road, Haidian District, Beijing 100142, China. Email: lin100@medmail.com.cn.

    Methods:The prospective study was performed on 31 patients with newly diagnosed AGC. Previously established integrated subtraction enrichment (SE) and immunostaining-fluorescence in situ hybridization (iFISH) platform was applied to identify, enumerate and characterize CTCs. Quantification of CTCs and analysis of their aneuploidy of chromosome 8 were performed on patients before and after therapy.

    Results:CTCs were measured in 93.5% of AGC patients, and two CTC subtypes with diverse threshold values were identified, multiploid CTCs with the threshold of ≥2 per 7.5 mL and multiploid plus triploid CTCs with the threshold of ≥4, which were found to significantly correlate with poor progression-free survival (PFS) and overall survival (OS). In particular, patients with ≥10% increased multiploid CTCs after an initial 6 weeks of therapy had poor PFS and OS, whereas improved PFS and OS were observed on those who had ≥10% decreased multiploid CTCs. After adjusting for clinically significant factors, ≥10% increased post-therapy multiploid CTCs was the only independent predictor of PFS and OS.

    Conclusions:Aneuploidy of CTCs correlates with prognosis of AGC patients. Quantitative comparison monitoring multiploid CTCs before and after therapy may help predict improved or inferior prognosis and chemoresistance.

    Submitted Sep 12, 2016. Accepted for publication Dec 09, 2016.

    一级爰片在线观看| 一级毛片久久久久久久久女| 18+在线观看网站| 啦啦啦视频在线资源免费观看| 成年人免费黄色播放视频 | 免费黄色在线免费观看| 人妻少妇偷人精品九色| 黄色视频在线播放观看不卡| 亚洲丝袜综合中文字幕| 亚洲精品aⅴ在线观看| 久久久久久久久大av| 日日爽夜夜爽网站| 九九爱精品视频在线观看| 欧美激情国产日韩精品一区| 国产精品国产三级专区第一集| 亚洲国产欧美在线一区| 性色avwww在线观看| 能在线免费看毛片的网站| 男女啪啪激烈高潮av片| 中文字幕久久专区| 水蜜桃什么品种好| 水蜜桃什么品种好| 一级毛片我不卡| 欧美性感艳星| 亚洲精品色激情综合| 亚洲av中文av极速乱| 国产伦精品一区二区三区四那| 日本黄色片子视频| av在线播放精品| 国产亚洲最大av| 精品午夜福利在线看| 免费人妻精品一区二区三区视频| 色网站视频免费| 免费看不卡的av| 十八禁高潮呻吟视频 | 国产在线免费精品| 亚洲人成网站在线观看播放| 免费黄网站久久成人精品| 久久精品夜色国产| 美女内射精品一级片tv| 欧美国产精品一级二级三级 | 亚洲av免费高清在线观看| 国产精品一区www在线观看| 日韩中文字幕视频在线看片| 日本av免费视频播放| 成人黄色视频免费在线看| av在线观看视频网站免费| 99精国产麻豆久久婷婷| 国产精品99久久久久久久久| 国产成人精品一,二区| 欧美精品高潮呻吟av久久| 三级国产精品片| 亚洲精品成人av观看孕妇| 色婷婷久久久亚洲欧美| 一本久久精品| 国产免费一区二区三区四区乱码| 久久99热这里只频精品6学生| 爱豆传媒免费全集在线观看| 黄片无遮挡物在线观看| 国产av精品麻豆| 麻豆成人av视频| 亚洲丝袜综合中文字幕| 欧美 日韩 精品 国产| 99久久综合免费| 亚洲欧美成人综合另类久久久| 肉色欧美久久久久久久蜜桃| 国产欧美日韩精品一区二区| 少妇 在线观看| 亚洲av电影在线观看一区二区三区| 91久久精品电影网| 亚洲精华国产精华液的使用体验| 国产av精品麻豆| 免费观看在线日韩| 久久久国产一区二区| 国产片特级美女逼逼视频| 成人综合一区亚洲| 蜜臀久久99精品久久宅男| 成人漫画全彩无遮挡| 韩国高清视频一区二区三区| 国产黄片美女视频| 日韩三级伦理在线观看| 一级黄片播放器| 久久精品熟女亚洲av麻豆精品| 亚洲国产成人一精品久久久| 午夜91福利影院| 美女主播在线视频| 91久久精品电影网| 黑丝袜美女国产一区| h日本视频在线播放| 国产精品国产av在线观看| 日本91视频免费播放| 免费黄频网站在线观看国产| 国产亚洲一区二区精品| 大片免费播放器 马上看| 亚洲情色 制服丝袜| 少妇的逼好多水| 一本色道久久久久久精品综合| 亚洲美女视频黄频| 久久99蜜桃精品久久| 精品国产乱码久久久久久小说| 亚洲精品自拍成人| 亚洲欧美一区二区三区黑人 | av视频免费观看在线观看| 日韩精品免费视频一区二区三区 | 国产高清不卡午夜福利| 高清午夜精品一区二区三区| 久久狼人影院| 麻豆乱淫一区二区| 免费大片18禁| 日本av免费视频播放| 三级国产精品欧美在线观看| 亚洲中文av在线| 极品教师在线视频| 热re99久久国产66热| 亚洲熟女精品中文字幕| 大陆偷拍与自拍| 人人妻人人爽人人添夜夜欢视频 | 香蕉精品网在线| 18禁动态无遮挡网站| 人妻一区二区av| 五月伊人婷婷丁香| 夜夜骑夜夜射夜夜干| 国产成人精品一,二区| av网站免费在线观看视频| 亚洲精品国产色婷婷电影| 美女视频免费永久观看网站| 永久网站在线| 久久综合国产亚洲精品| 亚洲国产成人一精品久久久| 日韩欧美 国产精品| av一本久久久久| 国产无遮挡羞羞视频在线观看| 中文资源天堂在线| 欧美三级亚洲精品| 久久久久久久久久人人人人人人| 亚洲精品成人av观看孕妇| 人妻人人澡人人爽人人| 精品少妇久久久久久888优播| 26uuu在线亚洲综合色| 91久久精品电影网| 国产伦在线观看视频一区| 亚洲不卡免费看| 亚洲人与动物交配视频| 欧美 日韩 精品 国产| 亚洲性久久影院| 亚洲欧洲国产日韩| 熟女人妻精品中文字幕| 亚洲经典国产精华液单| 国产成人精品婷婷| 丰满饥渴人妻一区二区三| 国产精品一区二区三区四区免费观看| 啦啦啦在线观看免费高清www| 韩国av在线不卡| 日韩,欧美,国产一区二区三区| 免费观看a级毛片全部| 97在线视频观看| 久久青草综合色| 一二三四中文在线观看免费高清| 国产成人免费无遮挡视频| 在线观看国产h片| 国产伦精品一区二区三区视频9| 国产午夜精品久久久久久一区二区三区| 国产 一区精品| 午夜日本视频在线| 国产午夜精品久久久久久一区二区三区| 久久久久久久久久久久大奶| 中文字幕人妻丝袜制服| av天堂中文字幕网| 色94色欧美一区二区| 成年女人在线观看亚洲视频| 美女中出高潮动态图| 久久久久国产网址| 嫩草影院入口| a级毛片免费高清观看在线播放| 亚洲精品亚洲一区二区| 蜜臀久久99精品久久宅男| 久久午夜综合久久蜜桃| 涩涩av久久男人的天堂| 亚洲天堂av无毛| 亚洲欧美清纯卡通| 99国产精品免费福利视频| av免费在线看不卡| 免费看av在线观看网站| 国产免费福利视频在线观看| 日本爱情动作片www.在线观看| 免费黄频网站在线观看国产| 3wmmmm亚洲av在线观看| 国产综合精华液| 亚洲va在线va天堂va国产| 亚洲精品国产av成人精品| 一区二区三区免费毛片| av女优亚洲男人天堂| 色视频www国产| 亚洲精品456在线播放app| 99热这里只有是精品在线观看| 人妻少妇偷人精品九色| 99久国产av精品国产电影| 99九九在线精品视频 | 国产精品一二三区在线看| 日韩 亚洲 欧美在线| 日本欧美国产在线视频| 成年人午夜在线观看视频| 久久99热6这里只有精品| 国产精品一区二区三区四区免费观看| 亚洲精品国产成人久久av| 黑人巨大精品欧美一区二区蜜桃 | 九草在线视频观看| 多毛熟女@视频| 熟妇人妻不卡中文字幕| 天天操日日干夜夜撸| 一区二区三区四区激情视频| 国产精品人妻久久久久久| 精品久久久久久电影网| 久久精品夜色国产| 制服丝袜香蕉在线| 王馨瑶露胸无遮挡在线观看| 日本黄色日本黄色录像| 国产亚洲最大av| 高清在线视频一区二区三区| 午夜av观看不卡| 我要看黄色一级片免费的| 伦精品一区二区三区| 人人妻人人澡人人看| 啦啦啦中文免费视频观看日本| 国产亚洲精品久久久com| 免费黄色在线免费观看| 晚上一个人看的免费电影| 乱码一卡2卡4卡精品| 亚洲精品乱码久久久v下载方式| 亚洲美女搞黄在线观看| 国产乱人偷精品视频| 观看免费一级毛片| 美女中出高潮动态图| 亚洲精华国产精华液的使用体验| 高清视频免费观看一区二区| 波野结衣二区三区在线| 色94色欧美一区二区| 国产黄片美女视频| av在线观看视频网站免费| 亚洲国产欧美在线一区| 成人无遮挡网站| 亚洲国产精品成人久久小说| 日本欧美视频一区| 波野结衣二区三区在线| 嫩草影院新地址| 成人综合一区亚洲| 99久久精品热视频| 特大巨黑吊av在线直播| 街头女战士在线观看网站| 国产精品久久久久成人av| 国产欧美日韩精品一区二区| 欧美三级亚洲精品| 2022亚洲国产成人精品| 美女主播在线视频| 看非洲黑人一级黄片| 九九久久精品国产亚洲av麻豆| 18禁裸乳无遮挡动漫免费视频| 成人影院久久| 成人特级av手机在线观看| 久久精品国产自在天天线| 少妇的逼好多水| 国产精品免费大片| 99九九线精品视频在线观看视频| 国产视频内射| 天天操日日干夜夜撸| 亚洲婷婷狠狠爱综合网| 99re6热这里在线精品视频| 九色成人免费人妻av| 熟妇人妻不卡中文字幕| 精品久久久久久久久亚洲| 国产精品一区www在线观看| 黑丝袜美女国产一区| 青青草视频在线视频观看| videos熟女内射| 波野结衣二区三区在线| 99久久中文字幕三级久久日本| 热re99久久国产66热| 国产亚洲一区二区精品| 欧美3d第一页| 丝袜在线中文字幕| 亚洲成人一二三区av| 精品视频人人做人人爽| 午夜福利在线观看免费完整高清在| 只有这里有精品99| 国产极品粉嫩免费观看在线 | 在线观看人妻少妇| 成人免费观看视频高清| 在线天堂最新版资源| 寂寞人妻少妇视频99o| 哪个播放器可以免费观看大片| av福利片在线| 91久久精品国产一区二区三区| 国产精品秋霞免费鲁丝片| 国产亚洲5aaaaa淫片| av在线观看视频网站免费| 免费高清在线观看视频在线观看| 亚洲欧美成人综合另类久久久| 汤姆久久久久久久影院中文字幕| 久久99蜜桃精品久久| 高清av免费在线| 亚洲精品国产成人久久av| 午夜91福利影院| 熟女人妻精品中文字幕| 国产无遮挡羞羞视频在线观看| av在线app专区| 美女脱内裤让男人舔精品视频| 免费观看性生交大片5| 97超碰精品成人国产| 一级片'在线观看视频| 丁香六月天网| 女人精品久久久久毛片| av线在线观看网站| 菩萨蛮人人尽说江南好唐韦庄| 嘟嘟电影网在线观看| 日韩av不卡免费在线播放| 国产精品熟女久久久久浪| 成人免费观看视频高清| 精品久久久久久电影网| 亚洲,一卡二卡三卡| 热99国产精品久久久久久7| 亚洲美女搞黄在线观看| 亚洲精品乱码久久久v下载方式| 日日摸夜夜添夜夜添av毛片| 男女啪啪激烈高潮av片| 97超视频在线观看视频| 国产精品久久久久久av不卡| 久久久久久久大尺度免费视频| 亚洲性久久影院| 中文天堂在线官网| 97超视频在线观看视频| 人妻人人澡人人爽人人| 中文字幕制服av| 午夜视频国产福利| 黄色一级大片看看| 亚洲av欧美aⅴ国产| 国产一区二区在线观看av| 亚洲欧美日韩卡通动漫| 男人和女人高潮做爰伦理| 国产爽快片一区二区三区| 久热这里只有精品99| 国产高清不卡午夜福利| 最黄视频免费看| 国产精品一区二区在线不卡| 国产淫片久久久久久久久| 91成人精品电影| 国产精品一区二区三区四区免费观看| 这个男人来自地球电影免费观看 | 在线观看国产h片| 日韩免费高清中文字幕av| 亚洲精品456在线播放app| 美女中出高潮动态图| h日本视频在线播放| 日韩av在线免费看完整版不卡| 亚洲欧美成人综合另类久久久| 视频中文字幕在线观看| 国产成人aa在线观看| 涩涩av久久男人的天堂| 欧美激情极品国产一区二区三区 | 日韩成人av中文字幕在线观看| 51国产日韩欧美| 亚洲三级黄色毛片| 两个人的视频大全免费| 国产精品一区二区在线不卡| a级毛色黄片| 99国产精品免费福利视频| 国产午夜精品久久久久久一区二区三区| av又黄又爽大尺度在线免费看| 大香蕉97超碰在线| 国产成人精品一,二区| 22中文网久久字幕| 久久久久人妻精品一区果冻| 免费看日本二区| 免费av不卡在线播放| 丰满人妻一区二区三区视频av| 亚洲国产色片| 国产又色又爽无遮挡免| 国产一区二区在线观看日韩| 午夜91福利影院| 99热这里只有精品一区| 国产一区二区三区综合在线观看 | 夫妻午夜视频| 大片免费播放器 马上看| 亚洲第一av免费看| 久久国产精品大桥未久av | 人妻系列 视频| 亚洲精华国产精华液的使用体验| 日产精品乱码卡一卡2卡三| 色视频在线一区二区三区| 婷婷色av中文字幕| 在线精品无人区一区二区三| 日韩不卡一区二区三区视频在线| 久久久久视频综合| 精品卡一卡二卡四卡免费| 成人二区视频| 国产在线免费精品| 欧美日韩在线观看h| 国精品久久久久久国模美| 国产亚洲av片在线观看秒播厂| av天堂中文字幕网| 大码成人一级视频| 日韩一区二区三区影片| 久久久久久久久久成人| 国产午夜精品久久久久久一区二区三区| 在线观看美女被高潮喷水网站| 欧美成人精品欧美一级黄| 国产毛片在线视频| 少妇丰满av| av国产久精品久网站免费入址| 男人添女人高潮全过程视频| 午夜日本视频在线| 一区二区三区免费毛片| 一个人免费看片子| 久久久久久久久久成人| 少妇人妻 视频| 国产 精品1| 久久久国产精品麻豆| 日本猛色少妇xxxxx猛交久久| 欧美 日韩 精品 国产| 制服丝袜香蕉在线| 日日摸夜夜添夜夜爱| 国产av一区二区精品久久| 美女主播在线视频| 久久 成人 亚洲| 国产日韩欧美亚洲二区| 欧美区成人在线视频| 亚州av有码| av不卡在线播放| 欧美变态另类bdsm刘玥| 亚洲熟女精品中文字幕| 一级毛片我不卡| 少妇被粗大的猛进出69影院 | 一本色道久久久久久精品综合| 51国产日韩欧美| 成人亚洲欧美一区二区av| 成人影院久久| 国产在线一区二区三区精| 久久99精品国语久久久| 五月天丁香电影| 精品酒店卫生间| 青春草亚洲视频在线观看| 精品久久久噜噜| 亚洲精品日韩av片在线观看| 国产精品熟女久久久久浪| 日韩,欧美,国产一区二区三区| 国产欧美另类精品又又久久亚洲欧美| a级毛色黄片| 免费观看在线日韩| 啦啦啦视频在线资源免费观看| 男女无遮挡免费网站观看| 蜜臀久久99精品久久宅男| 少妇猛男粗大的猛烈进出视频| 观看免费一级毛片| 日韩av在线免费看完整版不卡| 视频中文字幕在线观看| 乱码一卡2卡4卡精品| 久久免费观看电影| 建设人人有责人人尽责人人享有的| 女的被弄到高潮叫床怎么办| a级毛片在线看网站| 大香蕉97超碰在线| 少妇高潮的动态图| 久久影院123| 日韩精品免费视频一区二区三区 | 一二三四中文在线观看免费高清| 尾随美女入室| 2018国产大陆天天弄谢| videos熟女内射| 国产欧美日韩综合在线一区二区 | 人妻 亚洲 视频| 18禁裸乳无遮挡动漫免费视频| 亚洲精品第二区| 99精国产麻豆久久婷婷| 久久午夜综合久久蜜桃| 国产亚洲av片在线观看秒播厂| 亚洲精品,欧美精品| 最后的刺客免费高清国语| 日韩在线高清观看一区二区三区| 精品久久久久久电影网| 少妇人妻精品综合一区二区| 黄色日韩在线| 国产高清国产精品国产三级| 97在线人人人人妻| 国产精品国产三级专区第一集| 性色avwww在线观看| a级片在线免费高清观看视频| 亚洲怡红院男人天堂| 欧美xxxx性猛交bbbb| 国产精品一区二区在线观看99| 久久久久人妻精品一区果冻| 免费黄频网站在线观看国产| av播播在线观看一区| 99久久精品国产国产毛片| 欧美激情国产日韩精品一区| 啦啦啦在线观看免费高清www| 中文字幕亚洲精品专区| 国内少妇人妻偷人精品xxx网站| 国产成人a∨麻豆精品| 亚洲人成网站在线观看播放| 日本vs欧美在线观看视频 | 在线看a的网站| 毛片一级片免费看久久久久| 在线播放无遮挡| 久久久久视频综合| 国产91av在线免费观看| 日韩av不卡免费在线播放| 亚洲国产最新在线播放| 亚洲无线观看免费| 一级片'在线观看视频| 久久精品国产亚洲av天美| 久久国产乱子免费精品| 久久精品夜色国产| 一级毛片黄色毛片免费观看视频| 精品少妇久久久久久888优播| 亚洲人成网站在线观看播放| 亚洲国产欧美在线一区| 丝瓜视频免费看黄片| 国产精品成人在线| 日韩 亚洲 欧美在线| 男的添女的下面高潮视频| 简卡轻食公司| 成人亚洲欧美一区二区av| 国产免费一区二区三区四区乱码| 国产伦理片在线播放av一区| 九色成人免费人妻av| 九九爱精品视频在线观看| 久久99精品国语久久久| 男人爽女人下面视频在线观看| 国产黄片美女视频| 亚洲情色 制服丝袜| 国产欧美日韩精品一区二区| 美女国产视频在线观看| 如何舔出高潮| 欧美亚洲 丝袜 人妻 在线| 麻豆成人午夜福利视频| 国产高清不卡午夜福利| 观看美女的网站| 午夜免费男女啪啪视频观看| 黑人高潮一二区| 国产乱人偷精品视频| 26uuu在线亚洲综合色| 妹子高潮喷水视频| 亚洲精品亚洲一区二区| 国内精品宾馆在线| .国产精品久久| 欧美日韩视频高清一区二区三区二| 在线观看免费视频网站a站| 成人国产av品久久久| 免费不卡的大黄色大毛片视频在线观看| 亚洲精品成人av观看孕妇| 国产免费一级a男人的天堂| 午夜福利影视在线免费观看| av天堂中文字幕网| 一区二区三区四区激情视频| 亚洲无线观看免费| 男女国产视频网站| 久久狼人影院| av免费在线看不卡| 久久精品国产鲁丝片午夜精品| 亚洲天堂av无毛| a级毛色黄片| 亚洲一区二区三区欧美精品| 下体分泌物呈黄色| 我的老师免费观看完整版| 午夜福利影视在线免费观看| .国产精品久久| 国产免费视频播放在线视频| 日韩,欧美,国产一区二区三区| 99九九线精品视频在线观看视频| 国产精品人妻久久久久久| 国产亚洲午夜精品一区二区久久| 国产伦精品一区二区三区四那| 国产精品人妻久久久影院| 高清在线视频一区二区三区| 亚洲美女视频黄频| 高清毛片免费看| 久久久久精品久久久久真实原创| 国产精品久久久久久久久免| 99热国产这里只有精品6| 中文字幕亚洲精品专区| 美女主播在线视频| 丝袜在线中文字幕| av免费观看日本| 国产精品久久久久久精品古装| 午夜av观看不卡| 91精品国产九色| 国产极品粉嫩免费观看在线 | 欧美国产精品一级二级三级 | 十分钟在线观看高清视频www | 国产探花极品一区二区| 综合色丁香网| 十八禁网站网址无遮挡 | 国产精品国产av在线观看| 欧美少妇被猛烈插入视频| 欧美变态另类bdsm刘玥| 成人特级av手机在线观看| 国产在线男女| av一本久久久久| 免费看不卡的av| 天堂8中文在线网| 久久av网站| 18禁在线播放成人免费| 国产成人一区二区在线| 一级二级三级毛片免费看| 国产毛片在线视频| 国产高清有码在线观看视频| 国产精品.久久久| 18禁在线无遮挡免费观看视频| av福利片在线观看| 国模一区二区三区四区视频| 久久久久久久久久人人人人人人| 午夜91福利影院| av.在线天堂| 男人爽女人下面视频在线观看| 伊人亚洲综合成人网| 欧美xxxx性猛交bbbb|