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Yang X, Xu Z, Shu F, Xiao J, Zeng Y, Lu X, Yu F, Xi L, Cheng F, Gao B, Chen H. Bioorthogonal targeted cell membrane vesicles/cell-sheet composites reduce postoperative tumor recurrence and scar formation of melanoma. J Control Release 2024; 372:372-385. [PMID: 38901733 DOI: 10.1016/j.jconrel.2024.06.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 06/13/2024] [Accepted: 06/17/2024] [Indexed: 06/22/2024]
Abstract
While surgical resection is the predominant clinical strategy in the treatment of melanoma, postoperative recurrence and undetectable metastasis are both pernicious drawbacks to this otherwise highly successful approach. Furthermore, the deep cavities result from tumor excision can leave long lasting wounds which are slow to heal and often leave visible scars. These unmet needs are addressed in the present work through the use of a multidimensional strategy, and also promotes wound healing and scar reduction. In the first phase, cell membrane-derived nanovesicles (NVs) are engineered to show PD-1 and dibenzocyclooctyne (DBCO). These are capable of reactivating T cells by blocking the PD-1/PD-L1 pathway. In the second phase, azido (N3) labeled mesenchymal stem cells (MSCs) are cultured into cell sheets using tissue engineering, then apply directly to surgical wounds to enhance tissue repair. Owing to the complementary association between DBCO and N3 groups, PD-1 NVs were accumulated at the site of excision. This strategy can inhibit postoperative tumor recurrence and metastasis, whilst also promoting wound healing and reducing scar formation. The results of this study set a precedent for a new and innovative multidimensional therapeutic strategy in the postoperative treatment of melanoma.
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Affiliation(s)
- Xinrui Yang
- School of Pharmaceutical Sciences (Shenzhen), shenzhen Campus of SunYat-sen University, Shenzhen 518107, China
| | - Zhanxue Xu
- School of Pharmaceutical Sciences (Shenzhen), shenzhen Campus of SunYat-sen University, Shenzhen 518107, China; Department of Pharmacy, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen 518107, China
| | - Fan Shu
- School of Pharmaceutical Sciences (Shenzhen), shenzhen Campus of SunYat-sen University, Shenzhen 518107, China
| | - Jiangwei Xiao
- National Engineering Research Center for Healthcare Devices, Guangdong Key Lab of Medical Electronic Instruments and Polymer Materials Products, Institute of Biological and Medical Engineering, Guangdong Academy of Sciences, Guangzhou 510550, China
| | - Yuqing Zeng
- School of Pharmaceutical Sciences (Shenzhen), shenzhen Campus of SunYat-sen University, Shenzhen 518107, China
| | - Xingyu Lu
- School of Pharmaceutical Sciences (Shenzhen), shenzhen Campus of SunYat-sen University, Shenzhen 518107, China
| | - Fei Yu
- School of Pharmaceutical Sciences (Shenzhen), shenzhen Campus of SunYat-sen University, Shenzhen 518107, China
| | - Lifang Xi
- School of Pharmaceutical Sciences (Shenzhen), shenzhen Campus of SunYat-sen University, Shenzhen 518107, China
| | - Fang Cheng
- School of Pharmaceutical Sciences (Shenzhen), shenzhen Campus of SunYat-sen University, Shenzhen 518107, China.
| | - Botao Gao
- National Engineering Research Center for Healthcare Devices, Guangdong Key Lab of Medical Electronic Instruments and Polymer Materials Products, Institute of Biological and Medical Engineering, Guangdong Academy of Sciences, Guangzhou 510550, China.
| | - Hongbo Chen
- School of Pharmaceutical Sciences (Shenzhen), shenzhen Campus of SunYat-sen University, Shenzhen 518107, China.
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Simpson AL, Peoples J, Creasy JM, Fichtinger G, Gangai N, Keshavamurthy KN, Lasso A, Shia J, D'Angelica MI, Do RKG. Preoperative CT and survival data for patients undergoing resection of colorectal liver metastases. Sci Data 2024; 11:172. [PMID: 38321027 PMCID: PMC10847495 DOI: 10.1038/s41597-024-02981-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 01/17/2024] [Indexed: 02/08/2024] Open
Abstract
The liver is a common site for the development of metastases in colorectal cancer. Treatment selection for patients with colorectal liver metastases (CRLM) is difficult; although hepatic resection will cure a minority of CRLM patients, recurrence is common. Reliable preoperative prediction of recurrence could therefore be a valuable tool for physicians in selecting the best candidates for hepatic resection in the treatment of CRLM. It has been hypothesized that evidence for recurrence could be found via quantitative image analysis on preoperative CT imaging of the future liver remnant before resection. To investigate this hypothesis, we have collected preoperative hepatic CT scans, clinicopathologic data, and recurrence/survival data, from a large, single-institution series of patients (n = 197) who underwent hepatic resection of CRLM. For each patient, we also created segmentations of the liver, vessels, tumors, and future liver remnant. The largest of its kind, this dataset is a resource that may aid in the development of quantitative imaging biomarkers and machine learning models for the prediction of post-resection hepatic recurrence of CRLM.
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Affiliation(s)
- Amber L Simpson
- School of Computing, Queen's University, Kingston, Ontario, Canada.
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada.
| | - Jacob Peoples
- School of Computing, Queen's University, Kingston, Ontario, Canada
| | | | - Gabor Fichtinger
- School of Computing, Queen's University, Kingston, Ontario, Canada
| | - Natalie Gangai
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Andras Lasso
- School of Computing, Queen's University, Kingston, Ontario, Canada
| | - Jinru Shia
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michael I D'Angelica
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Richard K G Do
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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Zhang H, Wang H, Yao Y, Liu L, Feng F, Li H, Sun C. Evaluation of Risk Factors, and Development and Validation of Prognostic Prediction Models for Distant Metastasis in Patients With Rectal Cancer: A Study Based on the SEER Database and a Chinese Population. Cancer Control 2024; 31:10732748241303650. [PMID: 39579008 PMCID: PMC11585045 DOI: 10.1177/10732748241303650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Revised: 11/07/2024] [Accepted: 11/11/2024] [Indexed: 11/24/2024] Open
Abstract
PURPOSE This study aimed to construct a prediction model regarding risk factors and prognostic factors for distant metastasis of T1-T3 stage rectal cancer. For this purpose, a population-based retrospective cohort study was conducted. METHODS Data on 7872 patients diagnosed with rectal cancer between 2004 and 2020 were obtained from the Surveillance, Epidemiology, and End Results database, of whom 746 had distant metastases at diagnosis. Independent risk factors for distant metastasis of rectal cancer were determined using univariate and multivariate logistic regression analyses. Cox proportional hazards regression analyses clarified the independent prognostic factors for distant metastases of rectal cancer. A 7:3 randomization process was used to place all patients into the training and internal validation groups. Furthermore, we retrospectively collected clinical data from 226 patients who had both rectal cancer and distant metastases between 2012 and 2024 at the Weifang Hospital of Traditional Chinese Medicine. We used the calibration curve, DCA curve, C-index, and area under the curve (AUC) to assess the discriminatory and pre-precision qualities of the models. RESULTS The multivariate logistic regression analysis identified race, tumor grade, T stage, N stage, radiotherapy, chemotherapy, surgery, tumor size, and histological subtype as risk factors for distant metastases in rectal cancer, with AUC values for both training and validation sets exceeding 0.8. Using Cox regression analysis, we determined that the age, sex, tumor size, surgery, chemotherapy, and radiotherapy were independent predictors of distant metastasis of rectal cancer. In the prognostic model, the C-index of the training cohort was 0.687 (95% CI: 0.6615-0.7125), that of the internal validation cohort was 0.692 (95% CI: 0.6508-0.7332), and that of the external validation cohort was 0.704 (0.6785-0.7295). CONCLUSION Our nomogram can predict risk factors and analyze the 1-, 2-, and 3 year prognosis of distant metastases in patients with rectal cancer, providing valuable guidance for future clinical work.
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Affiliation(s)
- Huiru Zhang
- College of First Clinical Medicine, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Haojun Wang
- College of First Clinical Medicine, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Yan Yao
- Oncology Laboratory, Weifang Traditional Chinese Hospital, Weifang, China
| | - Lijuan Liu
- Department of Oncology, Weifang Traditional Chinese Hospital, Weifang, China
| | - Fubin Feng
- Department of Oncology, Weifang Traditional Chinese Hospital, Weifang, China
| | - Huayao Li
- College of Traditional Chinese Medicine, Shandong Second Medical University, Weifang, China
| | - Changgang Sun
- College of First Clinical Medicine, Shandong University of Traditional Chinese Medicine, Jinan, China
- Department of Oncology, Weifang Traditional Chinese Hospital, Weifang, China
- College of Traditional Chinese Medicine, Shandong Second Medical University, Weifang, China
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Grewal S, Oosterling SJ, van Egmond M. Surgery for Colorectal Cancer: A Trigger for Liver Metastases Development? New Insights into the Underlying Mechanisms. Biomedicines 2021; 9:biomedicines9020177. [PMID: 33670204 PMCID: PMC7916916 DOI: 10.3390/biomedicines9020177] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 02/05/2021] [Accepted: 02/07/2021] [Indexed: 12/24/2022] Open
Abstract
Surgery is a crucial intervention and provides the best chance of cure for patients with colorectal cancer. Experimental and clinical evidence, however, suggests that paradoxically surgery itself may precipitate or accelerate tumor recurrence and/or liver metastasis development. This review addresses the various aspects of surgery-induced metastasis formation and sheds light on the role of inflammation as potential trigger for metastasis development. Understanding these mechanisms may provide potential new perioperative interventions to improve treatment outcomes, and as such could transform the perioperative timeframe from a facilitator of metastatic progression to a window of opportunity to reduce the risk of liver metastasis development. Ultimately, this can potentially improve long-term survival rates and quality of life in patients with colorectal cancer.
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Affiliation(s)
- Simran Grewal
- Department of Molecular Cell Biology and Immunology, Amsterdam University Medical Centers, 1007 MB Amsterdam, The Netherlands;
- Department of Surgery, Amsterdam University Medical Centers, 1081 HV Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam University Medical Centers, 1081 HV Amsterdam, The Netherlands
- Correspondence: ; Tel.: +31-20-4448080
| | | | - Marjolein van Egmond
- Department of Molecular Cell Biology and Immunology, Amsterdam University Medical Centers, 1007 MB Amsterdam, The Netherlands;
- Department of Surgery, Amsterdam University Medical Centers, 1081 HV Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam University Medical Centers, 1081 HV Amsterdam, The Netherlands
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Simpson AL, Doussot A, Creasy JM, Adams LB, Allen PJ, DeMatteo RP, Gönen M, Kemeny NE, Kingham TP, Shia J, Jarnagin WR, Do RKG, D'Angelica MI. Computed Tomography Image Texture: A Noninvasive Prognostic Marker of Hepatic Recurrence After Hepatectomy for Metastatic Colorectal Cancer. Ann Surg Oncol 2017; 24:2482-2490. [PMID: 28560599 DOI: 10.1245/s10434-017-5896-1] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2017] [Indexed: 12/17/2022]
Abstract
BACKGROUND Recurrence after resection of colorectal liver metastases (CRLMs) occurs in up to 75% of patients. Preoperative prediction of hepatic recurrence may inform therapeutic strategies at the time of initial resection. Texture analysis (TA) is an established technique that quantifies pixel intensity variations (heterogeneity) on cross-sectional imaging. We hypothesized that tumoral and parenchymal changes that are predictive of overall survival (OS) and recurrence in the future liver remnant (FLR) can be detected using TA on preoperative computed tomography (CT) images. METHODS Patients who underwent resection for CRLM between 2003 and 2007 with appropriate preoperative CT scans were included (n = 198) in this retrospective study. Texture features extracted from the tumor and FLR, and clinicopathologic variables, were incorporated into a multivariable survival model. RESULTS Quantitative imaging features of the FLR were an independent predictor of both OS and hepatic disease-free survival (HDFS). Tumor texture showed significant association with OS. TA of the FLR allowed patient stratification into two groups, with significantly different risks of hepatic recurrence (hazard ratio 2.09, 95% confidence interval 1.33-3.28; p = 0.001). Patients with homogeneous parenchyma had approximately twice the risk of hepatic recurrence (41 vs. 20%). CONCLUSION TA of the tumor and FLR are independently associated with OS, and TA of the FLR is independently associated with HDFS. Patients with homogeneous parenchyma had a significantly higher risk of hepatic recurrence. Preoperative TA of the liver represents a potential biomarker to identify patients at risk of liver recurrence after resection for CRLM.
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Affiliation(s)
- Amber L Simpson
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - Alexandre Doussot
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - John M Creasy
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Lauryn B Adams
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Peter J Allen
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ronald P DeMatteo
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Mithat Gönen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nancy E Kemeny
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - T Peter Kingham
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jinru Shia
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - William R Jarnagin
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Richard K G Do
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michael I D'Angelica
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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Piguet AC, Medová M, Keogh A, Glück AA, Aebersold DM, Dufour JF, Zimmer Y. Impact of MET targeting on tumor-associated angiogenesis and growth of MET mutations-driven models of liver cancer. Genes Cancer 2015; 6:317-327. [PMID: 26413215 PMCID: PMC4575919 DOI: 10.18632/genesandcancer.74] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2015] [Accepted: 08/27/2015] [Indexed: 12/16/2022] Open
Abstract
Deregulated expression of the MET receptor tyrosine kinase has been reported in up to 50% of patients with hepatocellular carcinoma, the most abundant form of liver cancers, and is associated with decreased survival. Consequently, MET is considered as a molecular target in this malignancy, whose progression is highly dependent on extensive angiogenesis. Here we studied the impact of MET small molecule inhibitors on angiogenesis-associated parameters and growth of xenograft liver models consisting of cells expressing MET-mutated variants M1268T and Y1248H, which exhibit constitutive kinase activity. We demonstrate that MET mutations expression is associated with significantly increased production of vascular endothelial growth factor, which is blocked by MET targeting only in cells expressing the M1268T inhibitor-sensitive but not in the Y1248H inhibitor-resistant variant. Decrease in vascular endothelial growth factor production is also associated with reduction of tyrosine phopshorylation of the vascular endothelial growth factor receptor 2 expressed on primary liver sinusoidal endothelial cells and with inhibition of vessel formation. Furthermore, MET inhibition demonstrated an efficient anti-tumor activity and considerable reduction in microvessel density only against the M1268T-derived intrahepatic tumors. Collectively, our data support the role of targeting MET-associated angiogenesis as a major biological determinant for liver tumor growth control.
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Affiliation(s)
- Anne-Christine Piguet
- Department of Hepatology, Department of Clinical Research, Inselspital, Bern University Hospital, and University of Bern, Switzerland
| | - Michaela Medová
- Department of Radiation Oncology, Department of Clinical Research, Inselspital, Bern University Hospital, and University of Bern, Switzerland
| | - Adrian Keogh
- Department of Visceral Surgery, Department of Clinical Research, Inselspital, Bern University Hospital, and University of Bern, Switzerland
| | - Astrid A Glück
- Department of Radiation Oncology, Department of Clinical Research, Inselspital, Bern University Hospital, and University of Bern, Switzerland
| | - Daniel M Aebersold
- Department of Radiation Oncology, Department of Clinical Research, Inselspital, Bern University Hospital, and University of Bern, Switzerland
| | - Jean-François Dufour
- Department of Hepatology, Department of Clinical Research, Inselspital, Bern University Hospital, and University of Bern, Switzerland
| | - Yitzhak Zimmer
- Department of Radiation Oncology, Department of Clinical Research, Inselspital, Bern University Hospital, and University of Bern, Switzerland
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Liu Y, Qian J, Feng JG, Ju HX, Zhu YP, Feng HY, Li DC. Detection of circulating tumor cells in peripheral blood of colorectal cancer patients without distant organ metastases. Cell Oncol (Dordr) 2012; 36:43-53. [PMID: 23150200 DOI: 10.1007/s13402-012-0112-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/29/2012] [Indexed: 12/16/2022] Open
Abstract
PURPOSE Recently, the detection of circulating tumor cells (CTCs) in peripheral blood has become an important tool for the non-invasive assessment of micrometastases and to predict clinical outcome. The objective of this study was to investigate if the presence of CTCs in peripheral blood influences the prognosis in colorectal cancer (CRC) patients without distant organ metastases. METHODS The GCC mRNA and CK20 mRNA levels in peripheral blood and the serum levels of CEA of 92 CRC patients without distant organ metastasis were analyzed by quantitative RT-PCR and ELISA, respectively. Its associations with overall survival (OS) and disease-free survival (DFS) rates were analyzed. RESULTS Univariate analyses showed that lower OS and DFS rates were significantly associated with GCC and CK20 mRNA levels, the presence of lymph node metastases, the presence of mesenteric root lymph node metastases, and the presence of tumor emboli in vessels (p < 0.05), but not with CEA levels. Multivariate analyses showed a significant association between 1) OS and GCC mRNA levels and differentiation types and 2) DFS and the presence of tumor emboli in the vessels. Kaplan-Meier curves showed that DFS was significantly associated with the presence of poorly differentiated cells, the presence of mesenteric root lymph node metastases having received prior chemotherapy, and the presence of tumor emboli in vessels. CONCLUSION The detection of CTCs in peripheral blood may be useful for the prediction of clinical outcome in CRC patients without distant organ metastases.
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Affiliation(s)
- Yong Liu
- Surgical Department of Colorectal Cancer, Zhejiang Cancer Hospital, Gongshu District, Hangzhou, Zhejiang Province, China
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Zöller M, Jung T. The Colorectal Cancer Initiating Cell: Markers and Their Role in Liver Metastasis. ACTA ACUST UNITED AC 2011. [DOI: 10.1007/978-94-007-0292-9_4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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Koch M, Kienle P, Logan E, Antolovic D, Galindo L, Schmitz-Winnenthal FH, Schmidt J, Herfarth C, Weitz J. Detection of disseminated tumor cells in liver biopsies of colorectal cancer patients is not associated with a worse prognosis. Ann Surg Oncol 2007; 14:810-7. [PMID: 17103077 DOI: 10.1245/s10434-006-9051-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
BACKGROUND Liver metastases occur frequently in colorectal cancer and are probably caused by disseminated tumor cells having been trapped in the liver. The prognostic significance of hematogenous tumor cell dissemination has already been demonstrated for blood and bone marrow of patients with colorectal cancer. The aim of this study was to investigate the frequency and prognostic significance of disseminated tumor cells in liver biopsies of colorectal cancer patients. METHODS Liver biopsies from 100 patients with UICC stage I-III colorectal cancer were taken prospectively during resection of the primary tumor. Liver biopsies obtained from 16 patients with benign gastrointestinal diseases served as negative controls. Liver samples from seven patients with liver cirrhosis were additionally taken. Liver biopsies were examined using a reverse transcriptase (RT)-PCR assay to amplify cytokeratin (CK) 20 transcripts. The median follow-up of the patients was 55 months. RESULTS Disseminated tumor cells were detected in liver samples of 10/100 (10%) patients with UICC stage I-III colorectal cancer. Liver specimens from all seven patients with liver cirrhosis were CK 20-positive, whereas 16 patients with other benign gastrointestinal diseases were all CK 20-negative. There was no correlation between tumor cell detection in liver biopsies and survival of the patients. The only significant prognostic factor on uni- and multivariate analysis was the UICC stage. CONCLUSIONS This study demonstrates that detection of disseminated tumor cells in liver samples from patients with UICC stage I-III colorectal cancer has no prognostic influence. UICC classification was the strongest prognostic factor in this patient series.
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Affiliation(s)
- Moritz Koch
- Department of Surgery, University of Heidelberg, INF 110, 69120, Heidelberg, Germany
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