2.Establishment and validation of a novel nomogram to predict overall survival after radical nephrectomy.
Long Bin XIONG ; Xiang Peng ZOU ; Kang NING ; Xin LUO ; Yu Lu PENG ; Zhao Hui ZHOU ; Jun WANG ; Zhen LI ; Chun Ping YU ; Pei DONG ; Sheng Jie GUO ; Hui HAN ; Fang Jian ZHOU ; Zhi Ling ZHANG
Chinese Journal of Oncology 2023;45(8):681-689
Objective: To establish a nomogram prognostic model for predicting the 5-, 10-, and 15-year overall survival (OS) of non-metastatic renal cell carcinoma patients managed with radical nephrectomy (RN), compare the modelled results with the results of pure pathologic staging, the Karakiewicz nomogram and the Mayo Clinic Stage, Size, Grade, and Necrosis (SSIGN) score commonly used in foreign countries, and stratify the patients into different prognostic risk subgroups. Methods: A total of 1 246 non-metastatic renal cell carcinoma patients managed with RN in Sun Yat-sen University Cancer Center (SYSUCC) from 1999 to 2020 were retrospectively analyzed. Multivariate Cox regression analysis was used to screen the variables that influence the prognosis for nomogram establishment, and the bootstrap random sampling was used for internal validation. The time-receiver operating characteristic curve (ROC), the calibration curve and the clinical decision curve analysis (DCA) were applied to evaluate the nomogram. The prediction efficacy of the nomogram and that of the pure pathologic staging, the Karakiewicz nomogram and the SSIGN score was compared through the area under the curve (AUC). Finally, patients were stratified into different risk subgroups according to our nomogram scores. Results: A total of 1 246 patients managed with RN were enrolled in this study. Multivariate Cox regression analysis showed that age, smoking history, pathological nuclear grade, sarcomatoid differentiation, tumor necrosis and pathological T and N stages were independent prognostic factors for RN patients (all P<0.05). A nomogram model named SYSUCC based on these factors was built to predict the 5-, 10-, and 15-year survival rate of the participating patients. In the bootstrap random sampling with 1 000 iterations, all these factors occurred for more than 800 times as independent predictors. The Harrell's concordance index (C-index) of SYSUCC was higher compared with pure pathological staging [0.770 (95% CI: 0.716-0.823) vs 0.674 (95% CI: 0.621-0.728)]. The calibration curve showed that the survival rate as predicted by the SYSUCC model simulated the actual rate, while the clinical DCA showed that the SYSUCC nomogram has a benefit in certain probability ranges. In the ROC analysis that included 857 patients with detailed pathological nuclear stages, the nomogram had a larger AUC (5-/10-year AUC: 0.823/0.804) and better discriminating ability than pure pathological staging (5-/10-year AUC: 0.701/0.658), Karakiewicz nomogram (5-/10-year AUC: 0.772/0.734) and SSIGN score (5-/10-year AUC: 0.792/0.750) in predicting the 5-/10-year OS of RN patients (all P<0.05). In addition, the AUC of the SYSUCC nomogram for predicting the 15-year OS (0.820) was larger than that of the SSIGN score (0.709), and there was no statistical difference (P<0.05) between the SYSUCC nomogram, pure pathological staging (0.773) and the Karakiewicz nomogram (0.826). The calibration curve was close to the standard curve, which indicated that the model has good predictive performance. Finally, patients were stratified into low-, intermediate-, and high-risk subgroups (738, 379 and 129, respectively) according to the SYSUCC nomogram scores, among whom patients in intermediate- and high-risk subgroups had a worse OS than patients in the low-risk subgroup (intermediate-risk group vs. low-risk group: HR=4.33, 95% CI: 3.22-5.81, P<0.001; high-risk group vs low-risk group: HR=11.95, 95% CI: 8.29-17.24, P<0.001), and the high-risk subgroup had a worse OS than the intermediate-risk group (HR=2.63, 95% CI: 1.88-3.68, P<0.001). Conclusions: Age, smoking history, pathological nuclear grade, sarcomatoid differentiation, tumor necrosis and pathological stage were independent prognostic factors for non-metastasis renal cell carcinoma patients after RN. The SYSUCC nomogram based on these independent prognostic factors can better predict the 5-, 10-, and 15-year OS than pure pathological staging, the Karakiewicz nomogram and the SSIGN score of patients after RN. In addition, the SYSUCC nomogram has good discrimination, agreement, risk stratification and clinical application potential.
Humans
;
Nomograms
;
Retrospective Studies
;
Carcinoma, Renal Cell/pathology*
;
Prognosis
;
Risk Factors
;
Nephrectomy
;
Kidney Neoplasms/pathology*
;
Necrosis
3.Establishment and validation of a novel nomogram to predict overall survival after radical nephrectomy.
Long Bin XIONG ; Xiang Peng ZOU ; Kang NING ; Xin LUO ; Yu Lu PENG ; Zhao Hui ZHOU ; Jun WANG ; Zhen LI ; Chun Ping YU ; Pei DONG ; Sheng Jie GUO ; Hui HAN ; Fang Jian ZHOU ; Zhi Ling ZHANG
Chinese Journal of Oncology 2023;45(8):681-689
Objective: To establish a nomogram prognostic model for predicting the 5-, 10-, and 15-year overall survival (OS) of non-metastatic renal cell carcinoma patients managed with radical nephrectomy (RN), compare the modelled results with the results of pure pathologic staging, the Karakiewicz nomogram and the Mayo Clinic Stage, Size, Grade, and Necrosis (SSIGN) score commonly used in foreign countries, and stratify the patients into different prognostic risk subgroups. Methods: A total of 1 246 non-metastatic renal cell carcinoma patients managed with RN in Sun Yat-sen University Cancer Center (SYSUCC) from 1999 to 2020 were retrospectively analyzed. Multivariate Cox regression analysis was used to screen the variables that influence the prognosis for nomogram establishment, and the bootstrap random sampling was used for internal validation. The time-receiver operating characteristic curve (ROC), the calibration curve and the clinical decision curve analysis (DCA) were applied to evaluate the nomogram. The prediction efficacy of the nomogram and that of the pure pathologic staging, the Karakiewicz nomogram and the SSIGN score was compared through the area under the curve (AUC). Finally, patients were stratified into different risk subgroups according to our nomogram scores. Results: A total of 1 246 patients managed with RN were enrolled in this study. Multivariate Cox regression analysis showed that age, smoking history, pathological nuclear grade, sarcomatoid differentiation, tumor necrosis and pathological T and N stages were independent prognostic factors for RN patients (all P<0.05). A nomogram model named SYSUCC based on these factors was built to predict the 5-, 10-, and 15-year survival rate of the participating patients. In the bootstrap random sampling with 1 000 iterations, all these factors occurred for more than 800 times as independent predictors. The Harrell's concordance index (C-index) of SYSUCC was higher compared with pure pathological staging [0.770 (95% CI: 0.716-0.823) vs 0.674 (95% CI: 0.621-0.728)]. The calibration curve showed that the survival rate as predicted by the SYSUCC model simulated the actual rate, while the clinical DCA showed that the SYSUCC nomogram has a benefit in certain probability ranges. In the ROC analysis that included 857 patients with detailed pathological nuclear stages, the nomogram had a larger AUC (5-/10-year AUC: 0.823/0.804) and better discriminating ability than pure pathological staging (5-/10-year AUC: 0.701/0.658), Karakiewicz nomogram (5-/10-year AUC: 0.772/0.734) and SSIGN score (5-/10-year AUC: 0.792/0.750) in predicting the 5-/10-year OS of RN patients (all P<0.05). In addition, the AUC of the SYSUCC nomogram for predicting the 15-year OS (0.820) was larger than that of the SSIGN score (0.709), and there was no statistical difference (P<0.05) between the SYSUCC nomogram, pure pathological staging (0.773) and the Karakiewicz nomogram (0.826). The calibration curve was close to the standard curve, which indicated that the model has good predictive performance. Finally, patients were stratified into low-, intermediate-, and high-risk subgroups (738, 379 and 129, respectively) according to the SYSUCC nomogram scores, among whom patients in intermediate- and high-risk subgroups had a worse OS than patients in the low-risk subgroup (intermediate-risk group vs. low-risk group: HR=4.33, 95% CI: 3.22-5.81, P<0.001; high-risk group vs low-risk group: HR=11.95, 95% CI: 8.29-17.24, P<0.001), and the high-risk subgroup had a worse OS than the intermediate-risk group (HR=2.63, 95% CI: 1.88-3.68, P<0.001). Conclusions: Age, smoking history, pathological nuclear grade, sarcomatoid differentiation, tumor necrosis and pathological stage were independent prognostic factors for non-metastasis renal cell carcinoma patients after RN. The SYSUCC nomogram based on these independent prognostic factors can better predict the 5-, 10-, and 15-year OS than pure pathological staging, the Karakiewicz nomogram and the SSIGN score of patients after RN. In addition, the SYSUCC nomogram has good discrimination, agreement, risk stratification and clinical application potential.
Humans
;
Nomograms
;
Retrospective Studies
;
Carcinoma, Renal Cell/pathology*
;
Prognosis
;
Risk Factors
;
Nephrectomy
;
Kidney Neoplasms/pathology*
;
Necrosis
4.Logistic Regression Analysis of the Mechanism of Blunt Brain Injury Inference Based on CT Images.
Xue-Yang SUN ; Qi-Fan YANG ; Yun-Liang ZHU ; Yan-Bin WANG ; He-Wen DONG ; Ming-Zhen YANG ; Zhi-Ling TIAN ; Lei WAN ; Dong-Hua ZOU ; Xiao-Tian YU ; Ning-Guo LIU
Journal of Forensic Medicine 2022;38(2):217-222
OBJECTIVES:
To study the correlation between CT imaging features of acceleration and deceleration brain injury and injury degree.
METHODS:
A total of 299 cases with acceleration and deceleration brain injury were collected and divided into acceleration brain injury group and deceleration brain injury group according to the injury mechanism. Subarachnoid hemorrhage (SAH) and Glasgow coma scale (GCS), combined with skull fracture, epidural hematoma (EDH), subdural hematoma (SDH) and brain contusion on the same and opposite sides of the stress point were selected as the screening indexes. χ2 test was used for primary screening, and binary logistic regression analysis was used for secondary screening. The indexes with the strongest correlation in acceleration and deceleration injury mechanism were selected.
RESULTS:
χ2 test showed that skull fracture and EDH on the same side of the stress point; EDH, SDH and brain contusion on the opposite of the stress point; SAH, GCS were correlated with acceleration and deceleration injury (P<0.05). According to binary logistic regression analysis, the odds ratio (OR) of EDH on the same side of the stress point was 2.697, the OR of brain contusion on the opposite of the stress point was 0.043 and the OR of GCS was 0.238, suggesting there was statistically significant (P<0.05).
CONCLUSIONS
EDH on the same side of the stress point, brain contusion on the opposite of the stress point and GCS can be used as key indicators to distinguish acceleration and deceleration injury mechanism. In addition, skull fracture on the same side of the stress point, EDH and SDH on the opposite of the stress point and SAH were relatively weak indicators in distinguishing acceleration and deceleration injury mechanism.
Brain Contusion
;
Brain Injuries/diagnostic imaging*
;
Hematoma, Epidural, Cranial
;
Hematoma, Subdural/etiology*
;
Humans
;
Logistic Models
;
Skull Fractures/diagnostic imaging*
;
Tomography, X-Ray Computed
;
Wounds, Nonpenetrating/diagnostic imaging*
5.Mechanism and experimental verification of Sijunzi Decoction in treatment of ulcerative colitis based on network pharmacology.
Meng-Long ZOU ; Xiao-Yan HUANG ; Ya-Lu CHEN ; Xin NING ; Qing-Ting RUAN ; Zhen-Yi LUO ; Li LI-QUN
China Journal of Chinese Materia Medica 2020;45(22):5362-5372
To explore the mechanism of Sijunzi Decoction in the treatment of ulcerative colitis(UC) based on network pharmacology. The active components and corresponding targets of Sijunzi Decoction were extracted with Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform(TCMSP), and the targets were standardized with the help of Uniprot database. The related targets of UC were obtained through GeneCards database and Disgenet database, and the intersection targets of drugs and diseases were screened by R language. The visual regulation network of "active ingredient-disease target" of Sijunzi Decoction was constructed by Cytoscape software, and the protein-protein interaction network was constructed by STRING database. The functional enrichment analysis of gene ontology(GO) and the enrichment analysis of Kyoto encyclopedia of genes and genomes(KEGG) pathway were carried out on Bioconductor platform, and some of the targets were verified by animal experiments. Through database analysis, a total of 135 active components of Sijunzi Decoction, 114 predicted targets and 80 common targets with UC were obtained. The core target proteins included interleukin 6(IL-6), caspase-3(CASP3), vascular endothelial growth factor A(VEGFA), epidermal growth factor receptor(EGFR) and so on. GO functional enrichment analysis involved 102 items, which mainly affected transcription factor activity, enzyme activity, receptor activity and biochemical process regulation. KEGG pathway enrichment analysis showed that 120 items were involved in human cytomegalovirus infection, cancer, apoptosis, inflammation and other pathways. Mouse experiments showed that Sijunzi Decoction could down-regulate the expression of target proteins IL-6 and caspase-3 and inhibit intestinal epithelial cell apoptosis. The treatment of UC with Sijunzi Decoction is the result of the interaction among multi-components, multi-targets and multi-pathways. It is proved by experiments that Sijunzi Decoction may play an effective role by regulating the expression of IL-6 and caspase-3, and getting involved in apoptosis, inflammation and other pathways.
Animals
;
Colitis, Ulcerative/genetics*
;
Drugs, Chinese Herbal/pharmacology*
;
Medicine, Chinese Traditional
;
Mice
;
Vascular Endothelial Growth Factor A
6. Inhibitory Effect of Zeqi Tang on Mouse Model of Lung Cancer
Zi-hang XU ; Yang-zhuang-zhuang ZHU ; Fei ZHANG ; Lu-yao WEI ; Lin SU ; Xiao-ning JIAO ; Qin ZHOU ; Ning ZHANG ; Zhen-zhen HUANG ; Xian-dan ZHU ; Fei LIU ; Hai-rong ZHONG ; Shi-guo ZHU ; Xiao CHEN ; Chun-pu ZOU
Chinese Journal of Experimental Traditional Medical Formulae 2019;25(14):6-12
Objective:To observe effect of Zeqi Tang in intervening mice with orthotopic lung cancer model, in order to observe its anti-tumor mechanism. Method:An in situ mouse model of non-small cell lung cancer was established through intrapulmonary injection with 1×105 LLC-luc cells. The model mice were intragastrically administered with Zeqi Tang(0.171 g·mL-1) or normal saline for 35 days. Appearance (spirit, hair, appetite, sleep), survival period and Zeqi Tang anti-tumor effect were observed, weekly vital imaging was performed to detect the fluorescence signal in the lungs of mice. Flow cytometry was used to detect the NK cell content in the spleen of the model mice. CD107α was used to detect the degranulation of NK cells in the spleen of mice after administration of Zeqi Tang. Kromasil 100 5 C18 column was used and eluted with acetonitrile-0.025%phosphoric acid in a gradient mode, with flow rate at 1.0 mL·min-1, column temperature at 35℃ and detection wavelength of 265 nm, as to establish the fingerprint of Zeqi Tang. The fingerprints of 10 batches of samples was evaluated by using the Chinese Medicine Chromatographic Fingerprint Similarity Evaluation System Software (2012 Edition) recommended by the Chinese Pharmacopoeia Commission, in order to complete the quality control of Zeqi Tang. Result:Zeqi Tang could significantly inhibit the lung fluorescence signal of lung cancer in situ model mice and prolong the survival of mice(P<0.05, P<0.01). After the intervention with Zeqi Tang, the NK cells in the tumors increased significantly(P<0.01), and the degranulation of CD107α also increased significantly(P<0.01). Moreover, the HPLC-DAD fingerprint of Zeqi Tang showed a significant increase in the fingerprint similarity of 10 batches of lacquer soup aqueous extract. Moreover, the HPLC-DAD fingerprint of Zeqi Tang showed that the fingerprint similarity of 10 batches of lacquer soup aqueous extract was ≥ 0.9, indicating that small differences between the batches. Conclusion:Zeqi Tang may enhance the tumor growth and prolong the survival period of mice by up-regulating the number of NK cells in mice and enhancing their degranulation function. The evaluation of similarity of HPLC fingerprint of Zeqi Tang reflects the quality of lacquer soup to a certain extent, and can provide reference for further study.
7. Effect of Aloesin on Proliferation and Apoptosis of Non-small Cell Lung Cancer A549 Cells
Yang-zhuang-zhuang ZHU ; Fei ZHANG ; Xiao-ning JIAO ; Lin SU ; Lu-yao WEI ; Xian-dan ZHU ; Zhen-zhen HUANG ; Shi-guo ZHU ; Xiao CHEN ; Chun-pu ZOU ; Zi-hang XU
Chinese Journal of Experimental Traditional Medical Formulae 2019;25(14):13-18
Objective:To study the mechanism of aloesin in inducing apoptosis in human non-small cell lung cancer (NSCLC) A549 cells, so as to inhibit its proliferation. Method:A549 cells in logarithmic growth phase were collected, and cell counting kit-8 (CCK-8) was used to detect the effect of different concentrations of aloesin (2, 4, 8, 16, 32, 64, 128 μmol·L-1) on the proliferation of A549. Effect of aloesin (0, 16 μmol·L-1) on the number of clones formed in A549 cells and the size of clone formation was determined by crystal violet staining. effect of aloesin on apoptosis of A549 cells was detected by annexin V/propidium iodide(PI)apoptosis kit staining. Hoechst staining was used to detect the phenomenon of apoptotic nuclear pyknosis. Western blot was used to detect aloesin's effect on death-related protein expressions of Bcl-xl/Bcl-2 associated death promoter (Bad), cleaved-Caspase-3,cl-Caspase-3(Asp175), Caspase-3, cleaved poly ADP-ribose polymerase (cl-PARP), poly ADP-ribose polymerase (PARP) in A549 cells. In vivo, 5-week-old nude mice were subcutaneously inoculated with 2×106 A549 cells, and randomly divided into the medication group and the blank group. aloesin or normal saline was intraperitoneally injected for 4 weeks, and the tumor volume of nude mice was measured weekly. The body weight of the mice was observed, and the appearance of the nude mice was observed. Result:Aloesin inhibited the proliferation and cloning of A549 cells in a concentration-dependent manner (P<0.05). After treatment with aloesin, the number of apoptosis and the phenomenon of nuclear pyknosis in A549 cells increased significantly (P<0.01). At the same time, aloesin significantly down-regulated the expression of apoptosis-related protein Bcl-xl (P<0.05), and increased the expression of Bad protein (P<0.01). The expression levels of cl-PARP (P<0.01) and cl-Caspase-3 (P<0.05) were also significantly increased. In addition, in vivo, aloesin significantly shrank the volume of subcutaneous tumors in mice, reduced tumor weight, with a better appearance than that of the control group. Conclusion:Aloesin may inhibit the expression of NSCLC by inducing apoptosis of A549 cells, and is safe to use, with no inhibitory effect on the body weight of mice.
8. Construction of monoclonal cells derived from the human glioblastoma U87 cell line and study of their heterogeneity
Ying-di JIANG ; Ying YIN ; Zhe-ning PU ; Bo ZHANG ; Ling-li GONG ; Ya-ling HU ; Li JI ; Jing-jing WANG ; Zhen-hao ZHANG ; Jian ZOU
Journal of Medical Postgraduates 2019;32(11):1150-1157
Objective The human glioblastoma (GBM) U87 cell line is employed as a model for studying the heterogeneity of GBM. This study was to examine the phenotypic profiles and genetic backgrounds of different monoclonal cells derived from the human GBM U87 cell line and explore the molecular mechanisms underlying the phenotypic difference. Methods Using the finite dilution method labeled with 5(6)-carboxyfluorescein diacetate N-hydroxy succinimidyl ester (CFSE), we constructed the monoclonal cell lines CF5 and G11 with typical morphological characteristics derived from the human GBM U87 cell line and identified them by short tandem repeat (STR). We detected the proliferation of the cells by CCK8 assay, EdU incorporation and colony-formation assay, their self-renewal capability by tumor sphere formation assay, their adhesion ability by immunofluorescence and CCK8 adhesion assay, their invasion ability with a 3D culture model, and their sensitivity to chemotherapeutic agents by Annexin V/PI double-staining flow cytometry. We performed transcriptome sequencing and bioinformatics analysis on the genetic profiles and determined the mRNA expressions of the representative differential genes in the enriched pathway by real-time quantitative PCR (qRT-PCR). Results The CF5 and G11 monoclonal cell lines morphologically typical of U87 were successfully constructed, the former small, short and thick, while the latter big, long and thin. Compared with the U87 and G11 cell lines, the CF5 cells showed a significantly higher proliferation ability (
9. Application of pegylated recombinant human granulocyte colony-stimulating factor to prevent chemotherapy-induced neutropenia in patients with lymphoma: a prospective, multicenter, open-label clinical trial
Huiqiang HUANG ; Bing BAI ; Yuhuan GAO ; Dehui ZOU ; Shanhua ZOU ; Huo TAN ; Yongping SONG ; Zhenyu LI ; Jie JIN ; Wei LI ; Hang SU ; Yuping GONG ; Meizuo ZHONG ; Yuerong SHUANG ; Jun ZHU ; Jinqiao ZHANG ; Zhen CAI ; Qingliang TENG ; Wanjun SUN ; Yu YANG ; Zhongjun XIA ; Hailin CHEN ; Luoming HUA ; Yangyi BAO ; Ning WU
Chinese Journal of Hematology 2017;38(10):825-830
Objective:
To evaluate the efficacy and safety of pegylated recombinant human granulocyte colony-stimulating factor (PEG-rhG-CSF) in prophylaxis neutropenia after chemotherapy in patients with lymphoma.
Methods:
This was a multicenter, single arm, open, phase Ⅳ clinical trial. Included 410 patients with lymphoma received multiple cycles of chemotherapy and PEG-rhG-CSF was administrated as prophylactic. The primary endpoint was the incidence of Ⅲ/Ⅳ grade neutropenia and febrile neutropenia (FN) after each chemotherapy cycle. Meanwhile the rate of antibiotics application during the whole period of chemotherapy was observed.
Results:
①Among the 410 patients, 8 cases (1.95%) were contrary to the selected criteria, 35 cases (8.54%) lost, 19 cases (4.63%) experienced adverse events, 12 cases (2.93%) were eligible for the termination criteria, 15 cases (3.66%) develpoed disease progression or recurrence, thus the rest 321 cases (78.29%) were into the Per Protocol Set. ②During the first to fourth treatment cycles, the incidences of grade Ⅳ neutropenia after prophylactic use of PEG-rhG-CSF were 19.14% (49/256) , 12.5% (32/256) , 12.18% (24/197) , 13.61% (20/147) , respectively. The incidences of FN were 3.52% (9/256) , 0.39% (1/256) , 2.54% (5/197) , 2.04% (3/147) , respectively. After secondary prophylactic use of PEG-rhG-CSF, the incidences of Ⅳ grade neutropenia decreased from 61.54% (40/65) in the screening cycle to 16.92% (11/65) , 18.46% (12/65) and 20.75% (11/53) in 1-3 cycles, respectively. The incidences of FN decreased from 16.92% (11/65) in the screening cycle to 1.54% (1/65) , 4.62% (3/65) , 3.77% (2/53) in 1-3 cycles, respectively. ③The proportion of patients who received antibiotic therapy during the whole period of chemotherapy was 34.39% (141/410) . ④The incidence of adverse events associated with PEG-rhG-CSF was 4.63% (19/410) . The most common adverse events were bone pain[3.90% (16/410) ], fatigue (0.49%) and fever (0.24%) .
Conclusion
During the chemotherapy in patients with lymphoma, the prophylactic use of PEG-rhG-CSF could effectively reduce the incidences of grade Ⅲ/Ⅳ neutropenia and FN, which ensures that patients with lymphoma receive standard-dose chemotherapy to improve its cure rate.
10.Prognostic value of circulating tumor cells and disseminated tumor cells in patients with esophageal cancer: a meta-analysis.
Xiao-Xin SHI ; Jian-Hong AN ; Ye-En HUANG ; Yao-Zhong ZHANG ; Zhuo-Ya HUANG ; Zhen-Ning ZOU ; Qing CHEN ; Hong SHEN
Journal of Southern Medical University 2016;37(2):266-273
OBJECTIVETo explore the correlations of circulating tumor cells (CTCs) and disseminated tumor cells (DTCs) with the clinicopathological characteristics, prognostic events, and survival outcomes in esophageal cancer (EC) patients.
METHODSThe PubMed, Web of Science, Embase database and Cochrane database were searched for studies reporting the outcomes of interest. The studies were selected according to established inclusion/exclusion criteria. Meta-analysis of the studies was performed using Review Manager 5.3 and Stata12.0 software with the odds ratio (OR), risk ratio (RR) , hazard ratio (HR) , and 95% confidence interval (95% CI) as the effect indexes.
RESULTSNineteen studies involving a total of 1766 patients were included in the analysis. Significant correlations of CTCs and DTCs were found with the clinicopathological parameters including the tumor stage (OR=1.95), depth of invasion (OR=1.99), lymph node metastasis (OR=2.44), distal metastasis (OR=5.98), histological differentiation (OR=1.67) and lymphovascular invasion (OR=4.48). CTCs and DTCs were also correlated with the prognostic events including relapse (RR=6.86) and metastasis (RR=3.22) and with the survival outcomes including the overall survival (OS) overall analysis (HR=3.46) and disease-free survival/progression-free survival (DFS/PFS) overall analysis (HR=3.00).
CONCLUSIONCTCs and DTCs are significantly associated with an advanced tumor stage, depth of tumor invasion, lymph node metastasis, distant metastasis before therapy, differentiation, lymphovascular invasion, relapse and metastasis in patients with EC. They are also significantly correlated with a poorer survival for OS and DFS/PFS to serve as clinical and prognostic predictors in patients with EC.
Disease-Free Survival ; Esophageal Neoplasms ; diagnosis ; Humans ; Lymphatic Metastasis ; Neoplasm Recurrence, Local ; Neoplastic Cells, Circulating ; Odds Ratio ; Prognosis ; Proportional Hazards Models ; Survival Analysis

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