1.Evaluation of Liver Metastases Using Contrast-Enhanced Ultrasound: Enhancement Patterns and Influencing Factors.
Wen Tao KONG ; Zheng Biao JI ; Wen Ping WANG ; Hao CAI ; Bei Jian HUANG ; Hong DING
Gut and Liver 2016;10(2):283-287
BACKGROUND/AIMS: To evaluate the enhancement patterns of liver metastases and their influencing factors using dynamic contrast-enhanced ultrasound (CEUS). METHODS: A total of 240 patients (139 male and 101 female; 58.5±11.2 years of age) diagnosed with liver metastases in our hospital were enrolled in this study to evaluate tumor characteristics using CEUS. A comparison of enhancement patterns with tumor size and primary tumor type was performed using the chi-square test. The differences between quantitative variables were evaluated with the independent-sample t-test and one-way analysis of variance. RESULTS: The enhancement patterns of liver metastases on CEUS were categorized as diffuse homogeneous hyperenhancement (133/240, 55.4%), rim-like hyperenhancement (80/240, 33.3%), heterogeneous hyperenhancement (10/240, 4.2%), and isoenhancement (17/240, 7.1%). There were significant differences in the enhancement patterns during the arterial phase based on the nodule size (p=0.001). A total of 231 of the nodules showed complete washout during the portal phase, and 237 nodules were hypoenhanced during the delayed phase. The washout time was correlated with tumor vascularity, with a longer washout time observed in hypervascular metastases compared to hypovascular metastases (p=0.033). CONCLUSIONS: Diffuse homogeneous hyperenhancement followed by rapid washout was the most common enhancement pattern of liver metastases on CEUS and was affected by the nodule size and tumor vascularity. Small metastases were prone to show diffuse homogeneous hyperenhancement. Hyper-vascular metastases showed a significantly longer washout time compared to hypovascular metastases.
Adolescent
;
Adult
;
Aged
;
Aged, 80 and over
;
Contrast Media/*therapeutic use
;
Female
;
Humans
;
Liver/diagnostic imaging/pathology
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Liver Neoplasms/blood supply/*diagnostic imaging/secondary
;
Male
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Middle Aged
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Neovascularization, Pathologic/diagnostic imaging
;
Ultrasonography/*methods
;
Young Adult
2.Expressions of Inhibitors of DNA Binding-1 and Matrix Metalloproteinase-9 in Colorectal Adenocarcinoma Tissues and Their Correlations with Microvessel Density.
Xue-Liang WU ; Jun XUE ; Li-Kun WANG ; Dong-Dong YANG ; Ming QU ; Fei GUO ; Guang-Yuan SUN ; Lei HAN ; Rui-Min YANG
Acta Academiae Medicinae Sinicae 2016;38(6):696-701
Objective To explore the expressions of inhibitors of DNA binding-1 (Id-1) and matrix metalloproteinase-9 (MMP-9) in colorectal carcinoma tissues and its correlation with microvessel density (MVD). Methods The expressions of Id-1 and MMP-9 as well as CD34-labelled MVD in colorectal adenocarcinoma tissues (n=50) and normal adjacent tissues (n=50) were examined by immunohistochemistry. Results The positive expressions of Id-1 and MMP-9 were seen in 72.00% (36/50) and 78.00%(39/50) of colorectal adenocarcinoma tissues,which were significantly higher than those [24.00%(12/50) and 28.00% (14/50)] in normal adjacent tissues (P=0.000). The MVD value (17.22±2.08) in colorectal adenocarcinoma tissues was significantly higher than that (5.36±2.17) in normal adjacent tissues (P=0.000). The expressions of Id-1 and MMP-9 and MVD were significantly correlated with serosa invasion,TNM stage,carcinoembryonic antigen(+),lymph node metastasis,vascular invasion,and liver metastasis (all P<0.05) but not with the patient's age,gender,tumor size,and differentiation degree (all P>0.05). The MVD value with Id-1 and MMP-9 positive expression were significantly higher than those with Id-1 and MMP-9 negative expression (all P=0.000). The expression of Id-1 in colorectal adenocarcinoma tissues showed significantly positive correlation with that of MMP-9 (r=0.429,P=0.000). Cox multivariate analysis showed that Id-1 and MMP-9 expressions were independent prognostic factors for colorectal carcinoma. Conclusions The high expressions of Id-1 and MMP-9 have high correlations with the development and progression of colorectal adenocarcinoma and have positive correlation with MVD. Both of them may be involved in the microvascular generation and the invasion and hematogenous metastasis of colorectal carcinoma.
Adenocarcinoma
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blood supply
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metabolism
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Colorectal Neoplasms
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blood supply
;
metabolism
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Disease Progression
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Humans
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Immunohistochemistry
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Inhibitor of Differentiation Protein 1
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metabolism
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Liver Neoplasms
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Lymphatic Metastasis
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Matrix Metalloproteinase 9
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metabolism
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Microcirculation
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Microvessels
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Neovascularization, Pathologic
3.Total liver CT perfusion imaging for evaluation on rabbit liver VX2 tumor perfusion and comparative analysis through immunohistochemisty.
Zhijun LIU ; Xueying LONG ; Hui LIU
Journal of Central South University(Medical Sciences) 2016;41(12):1270-1277
To investigate the correlations among total liver CT perfusion parameters, unpaired arteries (UAs) and microvessel area (MVA) in a rabbit liver VX2 tumor model, and to learn the tumoral angiogenesis condition and the mechanisms for perfusion imaging.
Methods: Rabbits with or without the inoculated VX2 tumor in the liver underwent total liver CT perfusion imaging 2 weeks after the operation. Perfusion parameters included blood flow (BF), blood volume (BV), arterial liver perfusion (ALP), portal liver perfusion (PVP), hepatic perfusion index (HPI) for the tumor rim and the surrounding liver tissue. After the examination, the UAs and MVA of tumor tissues were obtained by immunohistochemical staining. The differences of perfusion parameters between the vital tumor rim and the surrounding liver tissue were compared. The correlations among perfusion parameters, UAs and MVA were analyzed.
Results: There was significant difference between the CT perfusion parameters at the tumor rim and the surrounding liver tissue or liver tissue of the control group (P<0.05), but there was no significant difference between the perfusion parameters at the surrounding liver tissues of the experimental group and the control (P>0.05). There was positive correlation between UAs and MVA. UAs and MVA were positively correlated with BF, ALP and BV at the tumor rim. UAs and MVA were negatively correlated with PVP. HPI positively correlated with UAs, but it was not correlated with MVA.
Conclusion: Total liver CT perfusion can provide quantitative information to evaluate the artery and portal vein perfusion of liver VX2 tumor, and to assess the degree of tumor angiogenesis.
Animals
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Arteries
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diagnostic imaging
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Blood Volume
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Carcinoma
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Immunohistochemistry
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Liver Circulation
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Liver Neoplasms
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blood supply
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diagnostic imaging
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Microvessels
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diagnostic imaging
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Neoplasm Transplantation
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Neoplasms, Squamous Cell
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Neovascularization, Pathologic
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diagnostic imaging
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Perfusion Imaging
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statistics & numerical data
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Portal System
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diagnostic imaging
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Rabbits
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Tomography, X-Ray Computed
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methods
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statistics & numerical data
4.Evaluation of the blood flow in common hepatic tumors by multi-slice spiral CT whole-liver perfusion imaging.
Mengdi LI ; Yong CHEN ; Zhiling GAO ; Kai ZHU ; Xin YIN
Chinese Journal of Oncology 2015;37(12):904-908
OBJECTIVETo study the characteristics of blood flow in common hepatic tumors by 256-slice spiral CT whole-liver perfusion imaging.
METHODSSeventy-one patients with hepatic tumors were examined retrospectively by 256-slice spiral CT whole-liver perfusion. Among them, twenty-seven cases were of primary hepatic cancer, twenty-four cases of hepatic hemangioma, and twenty cases of hepatic metastases.Regions of interest (ROIs) were placed in the tumor parenchyma (Area A), peritumoral hepatic parenchyma (Area B), and normal hepatic parenchyma (Area C), respectively. The time density curves (TDC) were drawn, and perfusion parameters including hepatic arterial perfusion(HAP), portal venous perfusion(PVP), total liver perfusion(TLP) and hepatic erfusion index(HPI) were obtained. The values of ROIs were measured, and the perfusion parameters in the areas A, B, C of different hepatic tumors were statistically analyzed.
RESULTSThe values of HAP, PVP, HPI in the tumor parenchyma of primary hepatic carcinoma were (20.00 ± 11.41)ml · min(-1) · 100 ml(-1,) (32.31 ± 21.06)ml · min(-1) · 100 ml(-1,) (52.31 ± 30.55)ml · min(-1) · 100 ml(-1,) and (39.67 ± 11.19)%, showing significant difference as compared with those in peritumoral hepatic parenchyma and in normal hepatic parenchyma(P<0.05). The values of HAP, TLP, and HPI in the tumor parenchyma of hepatic hemangioma were (40.39 ± 29.23)ml · min(-1) · 100 ml(-1,) (132.72 ± 132.65) ml · min(-1) · 100 ml(-1,) and (35.51 ± 15.12)%, were significantly different as compared with those in the peritumoral hepatic parenchyma and in normal hepatic parenchyma(P<0.05). The values of HAP, PVP, HPI in the tumor parenchyma of hepatic metastases were (17.43 ± 12.27)ml · min(-1) · 100 ml(-1,) (36.19 ± 34.99) ml · min(-1) · 100 ml(-1,) and (37.86 ± 14.49)%, significantly different as compared normal hepatic parenchyma (P<0.05). The HAP, PVP, and TLP of tumor tissue and the PVP and HPI of peritumoral tissue in different hepatic tumors were statistically significantly different (P<0.05).
CONCLUSIONSThe multi-slice spiral CT whole-liver perfusion has certain value in the diagnosis of common hepatic tumors. Perfusion parameters in different areas of common hepatic tumors have their own hemodynamic characteristics.
Carcinoma, Hepatocellular ; blood supply ; diagnostic imaging ; Hemangioma ; blood supply ; diagnostic imaging ; Hepatic Artery ; diagnostic imaging ; physiology ; Humans ; Liver ; blood supply ; Liver Neoplasms ; blood supply ; diagnostic imaging ; secondary ; Perfusion Imaging ; Portal Vein ; diagnostic imaging ; physiology ; Regional Blood Flow ; Retrospective Studies ; Tomography, Spiral Computed
5.Effect of colon cancer cell-derived IL-1α on the migration and proliferation of vascular endothelial cells.
Jiachi MA ; Quan CHEN ; Yuanhui GU ; Yiping LI ; Wei FANG ; Meiling LIU ; Xiaochang CHEN ; Qingjin GUO ; Shixun MA
Chinese Journal of Oncology 2015;37(11):810-815
OBJECTIVETo explore the effect of colon cancer cell-derived interleukin-1α on the migration and proliferation of human umbilical vein endothelial cells as well as the role of IL-1α and IL-1ra in the angiogenesis process.
METHODSWestern blot was used to detect the expression of IL-1α and IL-1R1 protein in the colon cancer cell lines with different liver metastatic potential. We also examined how IL-1α and IL-1ra influence the proliferation and migration of umbilical vascular endothelial cells assessed by PreMix WST-1 assay and migration assay, respectively. Double layer culture technique was used to detect the effect of IL-1α on the proliferation and migration of vascular endothelial cells and the effect of IL-1ra on the vascular endothelial cells.
RESULTSWestern blot analysis showed that IL-1α protein was only detected in highly metastatic colon cancer HT-29 and WiDr cells, but not in the lowly metastatic CaCo-2 and CoLo320 cells.Migration assay showed that there were significant differences in the number of penetrated cells between the control (17.9±3.6) and 1 ng/ml rIL-1α group (23.2±4.2), 10 ng/ml rIL-1α group (31.7±4.5), and 100 ng/ml rIL-1α group (38.6±4.9), showing that it was positively correlated with the increasing concentration of rIL-1α (P<0.01 for all). The proliferation assay showed that the absorbance values were 1.37±0.18 in the control group, and 1.79±0.14 in the 1 ng/ml rIL-1α group, 2.14±0.17 in the 10 ng/ml rIL-1α group, and 2.21±0.23 in the 100 ng/ml rIL-1α group, showing a positive correlation with the increasing concentration of rIL-1α(P<0.01 for all). IL-1ra significantly inhibited the proliferation and migration of vascular endothelial cells (P<0.01). The levels of VEGF protein were (1.697±0.072) ng/ml, (3.507±0.064)ng/ml and (4.139±0.039)ng/ml in the control, HUVECs+ IL-1α and HUVECs+ HT-29 co-culture system groups, respectively, showing a significant difference between the control and HUVECs+ 10 pg/ml rIL-1α groups and between the control and HUVECs+ HT-29 groups (P<0.01 for both).
CONCLUSIONSOur findings indicate that colon cancer cell-derived IL-1α plays an important role in the liver metastasis of colon cancer through increased VEGF level of the colon cancer cells and enhanced vascular endothelial cells proliferation, migration and angiogenesis, while IL-1ra can suppress the effect of IL-1α and inhibit the angiogenesis in colon cancer.
Blotting, Western ; Caco-2 Cells ; Cell Line, Tumor ; Cell Movement ; physiology ; Cell Proliferation ; physiology ; Coculture Techniques ; Colonic Neoplasms ; blood supply ; metabolism ; pathology ; Human Umbilical Vein Endothelial Cells ; cytology ; Humans ; Interleukin 1 Receptor Antagonist Protein ; metabolism ; physiology ; Interleukin-1alpha ; metabolism ; physiology ; Liver Neoplasms ; secondary ; Neovascularization, Pathologic ; etiology
6.Effect of preoperative transcatheter arterial chemoembolization on the perioperative outcome of patients with hepatocellular carcinoma.
Weiqi RONG ; Weibo YU ; Fan WU ; Jianxiong WU ; Email: DR.WUJX@HOTMAIL.COM. ; Liming WANG ; Fei TIAN ; Songlin AN ; Li FENG ; Faqiang LIU
Chinese Journal of Oncology 2015;37(9):671-675
OBJECTIVETo explore the surgical risk, perioperative outcome and the response of patients with hepatocellular carcinoma (HCC) after preoperative transcatheter arterial chemoembolization (TACE).
METHODSA retrospective case-matched study was conducted to compare the characteristics and corresponding measures of patients in the preoperative TACE group and the control group without TACE. A total of 105 patients (82 patients with selective and dynamic region-specific vascular occlusion to perform hepatectomy for patients with complex hepatocellular carcinoma) was included in this study, in which 35 patients underwent TACE therapy, and a 1:2 matched control group of 70 subjects.
RESULTSThe patients of preoperative TACE therapy group had a higher level of γ-glutamyl transpeptidase before operation (119.52±98.83) U/L vs. (67.39±61.25) U/L (P=0.040). The operation time was longer in the TACE group than that in the control group but with a non-significant difference (232.60±95.43) min vs. (218.70±75.13) min (P=0.052). The postoperative recovery of liver function and severe complications in the preoperative TACE group were similar to that in the control group (P>0.05). There were no massive hemorrhage, biliary fistula and 30-d death neither in the treatment group and matched control group.
CONCLUSIONSPreoperative TACE therapy has certain negative effect on liver function. It is preferable to use selective and dynamic region-specific vascular occlusion technique during hepatectomy and combine with reasonable perioperative treatment for this group of patients, that can ensure safety of patients and promote their rapid recovery.
Carcinoma, Hepatocellular ; blood supply ; therapy ; Case-Control Studies ; Chemoembolization, Therapeutic ; adverse effects ; methods ; Hepatectomy ; methods ; Humans ; Liver ; physiopathology ; Liver Neoplasms ; blood supply ; therapy ; Operative Time ; Preoperative Period ; Recovery of Function ; Retrospective Studies ; gamma-Glutamyltransferase ; analysis
7.Solitary hypovascular hepatic nodules: MR characterization and differential diagnosis.
Haizhen QIAN ; Guangwu LIN ; Ming JI ; Chen LU ; Cuixian LI
Chinese Journal of Oncology 2015;37(6):445-450
OBJECTIVEThe purpose of this study was to compare MRI findings of solitary hypovascular hepatic nodules, benign and malignant, to identify their MRI characteristics.
METHODSWe retrospectively assessed solitary hypovascular hepatic nodules ≤ 3 cm in 135 patients, among them there were 55 malignant nodules [29 peripheral nodules of cholangiocarcinoma, PCC, and 26 hepatic metastases, HM] and 80 benign nodules [48 inflammatory myofibroblastic tumors, IMT, and 32 hepatic hemangioma, HG], proved by surgery, biopsy or follow-up imaging. Unenhanced and dynamic enhanced MRI findings of the 135 patients were analyzed retrospectively. Statistical analysis included Chi-square test or Fisher's exact test, and receiver operating characteristic (ROC) curve.
RESULTSThere was significant difference (P < 0.05) between the malignant group and benign group in terms of location, margin, T2WI signal intensity, heterogeneity or homogeneity of the nodule, and type and degree of peritumoral and intratumoral enhancement. Area under the curve at the first film reading by three radiologists was 0.678 ± 0.047, 0.920 ± 0.022 at the second time, and there was a significant difference (Z = 5.22, P < 0.05) between them.
CONCLUSIONSOur data indicated that solitary hypovascular hepatic nodules show unenhanced and dynamic enhanced MRI features. Therefore, MR imaging combined with clinical and biochemical data does provide reliable information for a proper diagnosis of such hepatic lesions and differentiation of malignant from benign nodules.
Cholangiocarcinoma ; pathology ; Diagnosis, Differential ; Hemangioma ; pathology ; Humans ; Liver ; blood supply ; pathology ; Liver Neoplasms ; blood supply ; pathology ; Magnetic Resonance Imaging ; ROC Curve ; Retrospective Studies
8.Changes in portal vein and hepatic vein blood flow volume and their ratio in SD rats during induced carcinogenesis of hepatocellular carcinoma.
An WEI ; Hongtian CHEN ; Liang LIU ; Keyi WANG
Journal of Southern Medical University 2015;35(3):442-445
OBJEVTIVETo explore the feasibility and reliability of ultrasonic monitoring of portal vein (PV) and hepatic vein (HV) blood flow volume changes in the process of induced carcinogenesis of hepatocellular carcinoma and the correlation of PV/HV blood flow volume ratio (Qpv/Qhv) with the severity of liver cirrhosis.
METHODSSD rats with diethylnitrosamine-induced liver carcinogenesis underwent regular liver ultrasound examinations including color flow imaging and pulsed Doppler examination. The main PV and HV blood flow parameters were measured to calculate Qpv/Qhv until successful induction of liver cancer.
RESULTSThe PV diameter increased significantly with the severity of liver cirrhosis in the rats (P<0.05), and the PV blood flow velocity reduced but the blood flow volume increased significantly in liver cancer and cirrhosis stages (P<0.05). Normal hepatic vein blood flow was significantly greater than that measured in liver cirrhosis and hepatocellular carcinoma stages. The Qpv/Qhv measured in normal rats was significantly lower than that in liver cirrhosis and liver cancer stages, but the ratios were comparable between the latter two stages.
CONCLUSIONUltrasonography is reliable to monitor the change of liver hemodynamics in rats with induced liver carcinogenesis, in which the changes of Qpv/Qhv are correlated with the severity of liver cirrhosis.
Animals ; Blood Flow Velocity ; Blood Volume ; Carcinoma, Hepatocellular ; blood supply ; diagnostic imaging ; Hemodynamics ; Hepatic Veins ; Liver Cirrhosis ; diagnostic imaging ; Liver Neoplasms ; blood supply ; diagnostic imaging ; Portal Vein ; Rats ; Rats, Sprague-Dawley ; Reproducibility of Results ; Ultrasonography
9.Percutaneous Unilateral Biliary Metallic Stent Placement in Patients with Malignant Obstruction of the Biliary Hila and Contralateral Portal Vein Steno-Occlusion.
Rak Chae SON ; Dong Il GWON ; Heung Kyu KO ; Jong Woo KIM ; Gi Young KO
Korean Journal of Radiology 2015;16(3):586-592
OBJECTIVE: To investigate the outcomes of percutaneous unilateral metallic stent placement in patients with a malignant obstruction of the biliary hila and a contralateral portal vein steno-occlusion. MATERIALS AND METHODS: Sixty patients with a malignant hilar obstruction and unilobar portal vein steno-occlusion caused by tumor invasion or preoperative portal vein embolization were enrolled in this retrospective study from October 2010 to October 2013. All patients were treated with percutaneous placement of a biliary metallic stent, including expanded polytetrafluoroethylene (ePTFE)-covered stents in 27 patients and uncovered stents in 33 patients. RESULTS: A total of 70 stents were successfully placed in 60 patients. Procedural-related minor complications, including self-limiting hemobilia (n = 2) and cholangitis (n = 4) occurred in six (10%) patients. Acute cholecystitis occurred in two patients. Successful internal drainage was achieved in 54 (90%) of the 60 patients. According to a Kaplan-Meier analysis, median survival time was 210 days (95% confidence interval [CI], 135-284 days), and median stent patency time was 133 days (95% CI, 94-171 days). No significant difference in stent patency was observed between covered and uncovered stents (p = 0.646). Stent dysfunction occurred in 16 (29.6%) of 54 patients after a mean of 159 days (range, 65-321 days). CONCLUSION: Unilateral placement of ePTFE-covered and uncovered stents in the hepatic lobe with a patent portal vein is a safe and effective method for palliative treatment of patients with a contralateral portal vein steno-occlusion caused by an advanced hilar malignancy or portal vein embolization. No significant difference in stent patency was detected between covered and uncovered metallic stents.
Adult
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Aged
;
Aged, 80 and over
;
Biliary Tract Neoplasms/surgery
;
Cholangitis/etiology
;
Cholestasis/*surgery
;
Female
;
Hemobilia/etiology
;
Humans
;
Kaplan-Meier Estimate
;
Liver/blood supply/pathology/surgery
;
Liver Neoplasms/surgery
;
Male
;
Middle Aged
;
Palliative Care/methods
;
Polytetrafluoroethylene
;
Portal Vein/pathology/*surgery
;
Retinal Vein Occlusion/*surgery
;
Retrospective Studies
;
Stents/*adverse effects
;
Treatment Outcome
10.Expression of Nodal in hepatocellular carcinoma and its relationship with angiogenesis and epithelial-mesenchymal transition.
Jing CHEN ; Jiansheng LI ; Wenbin LIU ; Weidong JIA ; Geliang XU ; Jinliang MA
Chinese Journal of Surgery 2014;52(3):188-192
OBJECTIVETo detect the expression of Nodal in hepatocellular carcinoma (HCC), and explore its relationship with angiogenesis and epithelial-mesenchymal transition (EMT).
METHODSFrom September 2006 to June 2010, the 16 self-paired frozen HCC specimens were collected and the expression of Nodal was detected by qPCR and Western blot. The 10 normal liver tissues and 96 cases of HCC tumor and paracarcinomatous tissues were collected. The expression of Nodal and relationship among Nodal, clinicopathological characteristics of HCC and patients' prognosis were detected and analyzed using immunohistochemistry. The expressions of Nodal, Vimentin and CD34 in 96 HCC tumor tissues were detected by immunohistochemistry, and then judgment relationship between the expression of Nodal, EMT and angiogenesis.
RESULTSImmunohistochemistry showed that Nodal mainly expressed in the cytoplasm. The high expression rate of Nodal in HCC tumor tissues was 72.9% (70/96), which was remarkably higher than that in paracarcinomatous tissues (8.3%) and normal liver tissues (0) (χ(2) = 83.001 and 24.470, both P < 0.001). qPCR and Western blot analysis showed that the expression level of Nodal in HCC was significantly higher than that in paracarcinomatous and normal tissues (P < 0.05). The high expression of Nodal in HCC was correlated with tumor size (χ(2) = 15.318, P = 0.000), alpha-fetoprotein (χ(2) = 3.850, P = 0.049), indocyanine green retention rate at 15 minutes (χ(2) = 6.590, P = 0.010), and invasion and metastasis (χ(2) = 17.824, P = 0.000). High expression of Nodal was positively correlated with high microvascular density in HCC (t = 3.070, P = 0.006), but not with Vimentin (r = 0.198, P = 0.053). Survival analysis showed that accumulated survival rate of patients with high expression of Nodal was significantly less than that the low expression (χ(2) = 487.053, P < 0.001). The Cox multivariate analysis demonstrated that high expression of Nodal was independent risk factors for cumulative survival in patients with hepatocellular carcinoma after a curative resection (RR = 2.757, 95%CI: 1.450-5.240, P = 0.002).
CONCLUSIONSNodal does not participate in EMT of HCC, but can promote angiogenesis, and it could be used as a predictor of poor prognosis.
Adult ; Aged ; Carcinoma, Hepatocellular ; blood supply ; metabolism ; Epithelial-Mesenchymal Transition ; Female ; Humans ; Liver Neoplasms ; blood supply ; metabolism ; Male ; Middle Aged ; Neovascularization, Pathologic ; Nodal Protein ; metabolism ; Prognosis ; Vimentin ; metabolism

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