1
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Pi F, Tang G, Xie C, Cao Y, Yang S, Wei Z. A retrospective study analyzing if lymph node ratio carbon nanoparticles predict stage III rectal cancer recurrence. Front Oncol 2023; 13:1238300. [PMID: 38023220 PMCID: PMC10643199 DOI: 10.3389/fonc.2023.1238300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 09/19/2023] [Indexed: 12/01/2023] Open
Abstract
Background Lymph node ratio has garnered increasing attention as a prognostic marker for rectal cancer; however, few studies have investigated the relationship between lymph node ratio and rectal cancer recurrence. Additionally, Carbon Nanoparticle tracking is a safe and effective strategy for locating tumors and tracking lymph nodes. However, no studies have reported the relationship between Carbon Nanoparticles and rectal cancer recurrence. Methods Patients with stage III rectal cancer who underwent radical resection between January 2016 and 2020 were analyzed. The primary outcome was tumor recurrence. 269 patients with stage III rectal cancer were included in this study. The effects of lymph node ratio, Carbon Nanoparticles, and other clinicopathological factors on rectal cancer recurrence were assessed using univariate, multivariate analyses and the t-test. Results Univariate analysis determined tumor recurrence using cytokeratin 19 fragment, CA-199, CEA, N-stage, positive lymph nodes, total lymph nodes, and lymph node ratio(positive/total); with the lymph node ratio being the most relevant. Receiver operating characteristic (ROC) analysis determined lymph node ratio =0.38 as the optimal cutoff value. The analysis of lymph node ratio ≥0.38 and <0.38 showed statistical differences in three indicators: tumor recurrence, CEA, and use of Carbon Nanoparticles. Conclusion Lymph node ratio is a strong predictor of stage III rectal cancer recurrence and may be considered for inclusion in future tumor-node-metastasis staging and stage III rectal cancer stratification. In addition, we found that Carbon Nanoparticles use significantly increased total lymph nodes and decreased lymph node ratio.
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Affiliation(s)
| | | | | | | | | | - Zhengqiang Wei
- Department Of Gastrointestinal Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
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2
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Kim JH, Kim JW, Kim CG. INCIDENCE AND TIMING OF PIGMENT EPITHELIAL DETACHMENT AND SUBRETINAL FLUID DEVELOPMENT IN TYPE 3 MACULAR NEOVASCULARIZATION ASSOCIATED WITH AGE-RELATED MACULAR DEGENERATION. Retina 2023; 43:1264-1273. [PMID: 36977322 DOI: 10.1097/iae.0000000000003797] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Indexed: 03/30/2023]
Abstract
PURPOSE To evaluate the incidence and timing of pigment epithelial detachment (PED) and subretinal fluid (SRF) development in type 3 macular neovascularization. METHODS This retrospective study included 84 patients who were diagnosed with treatment-naïve type 3 macular neovascularization who did not show SRF at diagnosis. All patients were initially treated with three loading injections of ranibizumab or aflibercept. After the initial loading injections, as-needed regimen was performed for retreatment. The development of either PED or SRF was identified. The incidence and timing of PED development in patients without PED at diagnosis and that of SRF development in patients with PED at diagnosis were evaluated. RESULTS The mean follow-up period was 41.3 ± 20.7 months after diagnosis. Among the 32 patients without serous PED at diagnosis, PED developed in 20 (62.5%) at a mean of 10.9 ± 5.1 months after diagnosis. PED development was noted within 12 months in 15 patients (46.8%; 75.0% among the PED development cases). In 52 patients with serous PED and without SRF at diagnosis, 15 developed SRF (28.8%) at a mean of 11.2 ± 6.4 months after diagnosis. SRF development was noted within 12 months in nine patients (17.3%; 66.6% among the SRF development cases). CONCLUSION PED and SRF developed in a substantial proportion of patients with type 3 macular neovascularization. The average period of development of these pathologic findings was within 12 months of diagnosis, suggesting the need for active treatment during the early treatment period to improve treatment outcomes.
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Affiliation(s)
- Jae Hui Kim
- Department of Ophthalmology, Kim's Eye Hospital, Seoul, South Korea
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3
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Zhao B, Wang J, Ma Z, Ye H, Yang T, Meng K. Development and validation of a prognostic nomogram for rectal cancer patients who underwent surgical resection. Pathol Oncol Res 2023; 29:1611014. [PMID: 37151355 PMCID: PMC10154568 DOI: 10.3389/pore.2023.1611014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 04/06/2023] [Indexed: 05/09/2023]
Abstract
Objective: The purpose of this study was to develop and validate a nomogram model for the prediction of survival outcome in rectal cancer patients who underwent surgical resection. Methods: A total of 9,919 consecutive patients were retrospectively identified using the Surveillance, Epidemiology, and End Results (SEER) database. Significant prognostic factors were determined by the univariate and multivariate Cox analysis. The nomogram model for the prediction of cancer-specific survival (CSS) in rectal cancer patients were developed based on these prognostic variables, and its predictive power was assessed by the concordance index (C-index). Calibration curves were plotted to evaluate the associations between predicted probabilities and actual observations. The internal and external cohort were used to further validate the predictive performance of the prognostic nomogram. Results: All patients from the SEER database were randomly split into a training cohort (n = 6,944) and an internal validation cohort (n = 2,975). The baseline characteristics of two cohorts was comparable. Independent prognostic factors were identified as age, pT stage, lymph node metastasis, serum CEA level, tumor size, differentiation type, perineural invasion, circumferential resection margin involvement and inadequate lymph node yield. In the training cohort, the C-index of the nomogram was 0.719 (95% CI: 0.696-0.742), which was significantly higher than that of the TNM staging system (C-index: 0.606, 95% CI: 0.583-0.629). The nomogram had a C-index of 0.726 (95% CI: 0.691-0.761) for the internal validation cohort, indicating a good predictive power. In addition, an independent cohort composed of 202 rectal cancer patients from our institution were enrolled as the external validation. Compared with the TNM staging system (C-index: 0.573, 95% CI: 0.492-0.654), the prognostic nomogram still showed a better predictive performance, with the C-index of 0.704 (95% CI: 0.626-0.782). Calibration plots showed a good consistency between predicted probability and the actual observation in the training and two validation cohorts. Conclusion: The nomogram showed an excellent predictive ability for survival outcome of rectal cancer patients, and it might provide an accurate prognostic stratification and help clinicians determine individualized treatment strategies.
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Affiliation(s)
| | | | | | | | | | - Kewei Meng
- *Correspondence: Bochao Zhao, ; Kewei Meng,
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4
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Jonsson A, Falk P, Angenete E, Hjalmarsson C, Ivarsson ML. Plasma MMP-1 Expression as a Prognostic Factor in Colon Cancer. J Surg Res 2021; 266:254-260. [PMID: 34034060 DOI: 10.1016/j.jss.2021.04.021] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 03/05/2021] [Accepted: 04/10/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND Matrix metalloproteinases (MMP) are involved in the local and distant invasiveness of colorectal cancer. This study investigates the prognostic value of circulating matrix metalloproteinase levels in patients with colon cancer. METHODS A cohort of 152 patients was followed for more than 10 years. The correlation of plasma levels of MMP-1,-2, -7, -8, and -9 and survival was investigated. RESULTS A high level of MMP-1 in circulating plasma was associated with a poorer prognosis in colon cancer (HR 2.0, 95% CI 1.1-3.9) in multivariate analysis regarding 5-year cancer-specific survival. This was further seen in regard of 10-year cancer-specific survival. CONCLUSIONS Measurement of plasma MMP-1 concentration in patients planned for radical colon cancer surgery might be of importance when discussing prognosis and selection of patients for oncological treatment and postsurgery surveillance.
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Affiliation(s)
- Andreas Jonsson
- Department of Surgery, Halland Hospital Varberg, Varberg, Sweden; Department of Surgery, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
| | - Peter Falk
- Department of Surgery, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Eva Angenete
- Department of Surgery, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, SSORG - Scandinavian Surgical Outcomes Research Group, Gothenburg, Sweden; Region Västra Götaland, Sahlgrenska University Hospital/Östra, Department of Surgery, Gothenburg, Sweden
| | | | - Marie-Lois Ivarsson
- Department of Surgery, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
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5
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Shinto E, Ike H, Hida J, Kobayashi H, Hashiguchi Y, Hase K, Kishi Y, Ueno H, Sugihara K. Proposal of a modified subclassification system for stage III colorectal cancer: A multi-institutional retrospective analysis. Ann Gastroenterol Surg 2020; 4:667-675. [PMID: 33319157 PMCID: PMC7726692 DOI: 10.1002/ags3.12375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 05/28/2020] [Accepted: 06/22/2020] [Indexed: 11/10/2022] Open
Abstract
AIM The prognostic value of the stage III subclassification system based on the Japanese Classification of Colorectal, Appendiceal, and Anal Carcinoma has not yet been clarified. This study aimed to develop a modified system with optimal risk stratification and compare its performance with the current staging systems. METHODS Clinicopathological data from 6855 patients with stage III colorectal cancers who underwent D3 dissection were collected from a nationwide multicenter database. After determining patient survival rates across 13 divisions based on pathological N stage (N1, N2a, and N2b/N3) and tumor depth (T1, T2, T3, T4a, and T4b), except for T1N2a and T1N2b/N3 due to the small number, we categorized patients into three groups and developed a trisection staging system according to the Akaike information criterion. We then compared the Akaike information criterion of the developed system with those of the current staging systems. RESULTS The T1N1[rank, 1] division (98.5%) had the most favorable prognosis in terms of 5-year cancer-specific survival, followed by T2N1[2] (93.9%), T2N2a[3] (92.0%), T3N1[4] (87.0%), T3N2a[5] (78.8%), T4aN1[6] (78.7%), T2N2b/N3[7] (77.8%), T4aN2a[8] (75.2%), T4bN1[9] (73.5%), T3N2b/N3[10] (64.7%), T4aN2b/N3[11] (61.5%), T4bN2b/N3[12] (43.0%), and T4bN2a[13] (42.5%). Compared to the categorizations of the Japanese and tumor-node-metastasis systems (Akaike information criterion, 22 684.6 and 22 727.1, respectively), the following stage categorizations were proven to be the most clinically efficacious: T1N1[1 ]-T3N1[4], T3N2a[5 ]-T4bN1[9], and T3N2b/N3[10 ]-T4bN2a[13] (Akaike information criterion, 22 649.2). CONCLUSION The proposed modified system may be useful in the risk stratification of patients with stage III colorectal cancer who had undergone D3 dissection.
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Affiliation(s)
- Eiji Shinto
- Department of SurgeryNational Defense Medical CollegeTokorozawaJapan
| | - Hideyuki Ike
- Department of SurgeryJCHO Yokohama Hodogaya Central HospitalHodogayaJapan
| | - Jin‐ichi Hida
- Department of SurgeryKindai University Nara HospitalIkomaJapan
| | | | | | - Kazuo Hase
- Department of SurgeryNational Defense Medical CollegeTokorozawaJapan
| | - Yoji Kishi
- Department of SurgeryNational Defense Medical CollegeTokorozawaJapan
| | - Hideki Ueno
- Department of SurgeryNational Defense Medical CollegeTokorozawaJapan
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6
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Zhang H, Qin C, Gan H, Guo X, Zhang L. Construction of an Immunogenomic Risk Score for Prognostication in Colon Cancer. Front Genet 2020; 11:499. [PMID: 32508884 PMCID: PMC7253627 DOI: 10.3389/fgene.2020.00499] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Accepted: 04/22/2020] [Indexed: 01/18/2023] Open
Abstract
Immune-related genes (IRGs) play regulatory roles in the immune system and are involved in the initiation and progression of colon cancer. This study aimed to develop an immunogenomic risk score for predicting survival outcomes among colon cancer patients. We analyzed the expressions of IRGs in colon specimens and discovered 484 differentially expressed IRGs when we compared specimens from colon cancer and adjacent normal tissue. Univariate Cox regression analyses were performed to identify 26 IRGs that were associated with survival. A Cox proportional hazards model with a lasso penalty identified five optimal IRGs for constructing the immunogenomic risk score (CD1B, XCL1, PLCG2, NGF, and OXTR). The risk score had good performance in predicting overall survival among patients with colon cancer and was correlated with the amount of tumor-infiltrating immune cells. Our findings suggest that the immunogenomic risk score may be useful for prognostication in colon cancer cases. Furthermore, the five IRGs included in the risk score might be useful targets for investigating the initiation of colon cancer and designing personalized treatments.
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Affiliation(s)
- Han Zhang
- First Clinical Medical College, Chongqing Medical University, Chongqing, China.,Department of Digestive Oncology, Three Gorges Hospital, Chongqing University, Chongqing, China
| | - Chuan Qin
- Department of Gastrointestinal Surgery, Three Gorges Hospital, Chongqing University, Chongqing, China
| | - Hua Gan
- First Clinical Medical College, Chongqing Medical University, Chongqing, China
| | - Xiong Guo
- First Clinical Medical College, Chongqing Medical University, Chongqing, China
| | - Li Zhang
- Department of Digestive Oncology, Three Gorges Hospital, Chongqing University, Chongqing, China
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7
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Kim HS, Kim KM, Lee SB, Kim GR, Han YD, Cho MS, Hur H, Lee KY, Kim NK, Min BS. Clinicopathological and biomolecular characteristics of stage IIB/IIC and stage IIIA colon cancer: Insight into the survival paradox. J Surg Oncol 2019; 120:423-430. [PMID: 31134644 DOI: 10.1002/jso.25515] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Accepted: 05/06/2019] [Indexed: 01/06/2023]
Abstract
BACKGROUND A survival paradox of stage IIB/IIC and IIIA colon cancer has been consistently observed throughout revisions of the TNM system. This study aimed to understand this paradox with clinicopathological and molecular differences. METHODS Clinicopathological characteristics of patients with pathologically confirmed stage IIB/IIC or IIIA colon cancer were retrospectively reviewed from a database. Publicly available molecular data were retrieved, and intrinsic subtypes were identified and subjected to gene sets enrichment analysis (GSEA). RESULTS Among the 159 patients included in the clinicopathological analysis, those at stage IIB/IIC had worse 3-year disease-free and overall survival than those at stage IIIA (59.3% vs 91.7%, P < 0.001 and 82.7% vs 98.5%, P < 0.001, respectively), even after adjusting for confounding factors. Data of 95 patients were retrieved from public databases, demonstrating a higher frequency of the microsatellite instable subtype in stage IIB/IIC. The consensus molecular subtype distribution pattern differed between the groups. The GSEA further suggested the protumor inflammatory reaction might be more prominent in stage IIB/IIC. CONCLUSIONS The survival paradox in colon cancer was confirmed and appears to be a multifactorial phenomenon not attributed to a single clinicopathologic factor. However, the greater molecular heterogeneity in stage IIB/IIC could contribute to the poor prognosis.
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Affiliation(s)
- Ho Seung Kim
- Department of Surgery, Yonsei University College of Medicine, Seoul, Korea
| | - Kyeong Min Kim
- Department of Pathology, Yonsei University College of Medicine, Seoul, Korea
| | - Sat Byol Lee
- Department of Surgery, Yonsei University College of Medicine, Seoul, Korea.,Department of Surgery, Open NBI Convergence Technology Laboratory, Avison Biomedical Research Center, Yonsei University College of Medicine, Seoul, Korea
| | - Ga Ram Kim
- Department of Radiology, Inha University Hospital, Inha University School of Medicine, Incheon, Korea
| | - Yoon Dae Han
- Department of Surgery, Yonsei University College of Medicine, Seoul, Korea
| | - Min Soo Cho
- Department of Surgery, Yonsei University College of Medicine, Seoul, Korea
| | - Hyuk Hur
- Department of Surgery, Yonsei University College of Medicine, Seoul, Korea
| | - Kang Young Lee
- Department of Surgery, Yonsei University College of Medicine, Seoul, Korea
| | - Nam Kyu Kim
- Department of Surgery, Yonsei University College of Medicine, Seoul, Korea
| | - Byung Soh Min
- Department of Surgery, Yonsei University College of Medicine, Seoul, Korea.,Department of Surgery, Open NBI Convergence Technology Laboratory, Avison Biomedical Research Center, Yonsei University College of Medicine, Seoul, Korea
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8
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Qian W, Ge XX, Wu J, Gong FR, Wu MY, Xu MD, Lian L, Wang WJ, Li W, Tao M. Prognostic evaluation of resectable colorectal cancer using platelet-associated indicators. Oncol Lett 2019; 18:571-580. [PMID: 31289529 PMCID: PMC6546985 DOI: 10.3892/ol.2019.10388] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Accepted: 04/08/2019] [Indexed: 01/15/2023] Open
Abstract
Colorectal cancer (CRC) represents the third most common malignancy worldwide. The aim of the present study was to investigate the predictive values of platelet-associated indicators, including platelet count (PLT), plateletcrit (PCT), mean platelet volume (MPV) and platelet distribution width (PDW) in patients with resectable CRC. The current retrospective study included 153 patients who were pathologically diagnosed with resectable CRC. The patients were divided into two groups according to the median value of PLT, PCT, MPV or PDW. To evaluate the changes in PLT, PCT, MPV and PDW following resection and adjuvant chemotherapy, the concept of post-/pre-treatment PLT, PCT, MPV and PDW ratios was introduced, where <1 indicated decreased PLT, PCT, MPV and PDW values after treatment, and where ≥1 suggested stable or increased values. It was revealed that a low MPV prior to treatment correlated with a higher tumor stage. Surgery significantly decreased MPV, but had no impact on PLT, PCT or PDW. Adjuvant chemotherapy significantly decreased PLT and PCT, increased MPV and had no effect on PDW. After the whole course of treatment (surgery combined with adjuvant chemotherapy), PLT, PCT and PDW were significantly decreased. Kaplan-Meier plots illustrated that patients with a post-/pre-treatment MPV ratio <1 had poorer overall survival (OS), whereas the post-/pre-treatment ratios for PLT, PCT and PDW did not correlate with patient outcome. Multivariate Cox regression analysis revealed that sex, tumor size and the post-/pre-treatment MPV ratio were prognostic factors for OS. Therefore, the present results may suggest MPV as a potential prognostic factor in resectable CRC.
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Affiliation(s)
- Weihua Qian
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China.,Department of Oncology, Zhangjiagang Hospital of Traditional Chinese Medicine affiliated to Nanjing University of Chinese Medicine, Suzhou, Jiangsu 215006, P.R. China
| | - Xin-Xin Ge
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Jing Wu
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Fei-Ran Gong
- Department of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Meng-Yao Wu
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Meng-Dan Xu
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Lian Lian
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China.,Comprehensive Cancer Center, Suzhou Xiangcheng People's Hospital, Suzhou, Jiangsu 215000, P.R. China.,Department of Oncology, Suzhou Xiangcheng People's Hospital, Suzhou, Jiangsu 215000, P.R. China
| | - Wen-Jie Wang
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China.,Department of Radio-Oncology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, Jiangsu 215001, P.R. China
| | - Wei Li
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China.,Comprehensive Cancer Center, Suzhou Xiangcheng People's Hospital, Suzhou, Jiangsu 215000, P.R. China.,PREMED Key Laboratory for Precision Medicine, Soochow University, Suzhou, Jiangsu 215021, P.R. China
| | - Min Tao
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China.,PREMED Key Laboratory for Precision Medicine, Soochow University, Suzhou, Jiangsu 215021, P.R. China
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9
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Jin C, Deng X, Li Y, He W, Yang X, Liu J. Lymph node ratio is an independent prognostic factor for rectal cancer after neoadjuvant therapy: A meta-analysis. J Evid Based Med 2018; 11:169-175. [PMID: 29998594 DOI: 10.1111/jebm.12289] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2016] [Accepted: 07/23/2017] [Indexed: 02/05/2023]
Abstract
OBJECTIVE With neoadjuvant therapy increasingly used in advanced rectal cancer, the lymph node ratio (LNR) has been strongly considered to indicate cancer-specific survival in recent years, and a comprehensive evaluation of a large number of studies is deficient. The objective of our study is to pool enough eligible studies to assess the relationship between LNR and prognosis of advanced rectal cancer after neoadjuvant therapy. METHODS A systematic search was done in the PubMed and EmBase databases (through 1 March 2017) that reported LNR in colorectal cancer after neoadjuvant therapy. The first two authors independently conducted the study selection and data extraction. All statistical analyses were conducted using STATA 13.0 (College Station, Texas). RESULTS Thirteen studies with 4023 participants were included in the meta-analysis, and all were published after 2011. A high LNR was assessed to be a predictor of poor overall survival in rectal cancer after neoadjuvant therapy (HR: 2.94, 95% CI:1.97 to 3.91, P < 0.001). Similarly, a high LNR was related to poor disease-free survival (HR: 2.83, 95% CI: 1.82 to 3.85, P < 0.001). With respect to recurrence, the HRs of 3.25, 1.93, and 2.11 also showed a strong relationship between high LNR and poor local, distant, and total recurrences. CONCLUSIONS Our present study demonstrates that a high LNR can predict poor survival in advanced rectal cancer. We suggest well-designed clinical trials to prospectively assess LNR as an independent predictor of rectal cancer survival.
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Affiliation(s)
- Chengwu Jin
- Department of Gastrointestinal Surgery, Chengdu Fifth People's Hospital, Chengdu, Sichuan, China
| | - Xiangbing Deng
- Department of Gastrointestinal Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yan Li
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Wanbin He
- Department of Gastrointestinal Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xuyang Yang
- Department of Gastrointestinal Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jian Liu
- Department of Gastrointestinal Surgery, Chengdu Fifth People's Hospital, Chengdu, Sichuan, China
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10
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Chu J, Li N, Gai W. Identification of genes that predict the biochemical recurrence of prostate cancer. Oncol Lett 2018; 16:3447-3452. [PMID: 30127947 PMCID: PMC6096182 DOI: 10.3892/ol.2018.9106] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Accepted: 12/05/2017] [Indexed: 01/03/2023] Open
Abstract
Prostate cancer (PCa) is one of the most prevalent cancer types in men. Biochemical recurrence continues to occur in a large proportion of patients after radical prostatectomy. Thus, prognostic biomarkers are required to determine which treatment is suitable. In the present study, RNA-sequencing gene expression data from The Cancer Genome Atlas was used in order to develop a risk-score staging system based on the expression of eight genes. Cox multivariate regression was used to predict the outcome of patients with PCa. The biomedical recurrence-free survival of patients with low-risk scores was significantly longer compared with patients with high-risk scores (P=5×10−7). This result was further validated using another dataset, GSE70769, from the National Center for Biotechnology Information. The prognostic values of other clinical information and risk scores were evaluated for 5-year biochemical recurrence. The prognostic value of the risk score was determined using an area under curve value of 0.819, predicting the 5-year biochemical recurrence of patients with PCa. The risk score was identified to be significantly associated with primary tumor stage (P<0.01), Gleason score (P<0.01), and lymph node invasion (P<0.05), but was independent of age. Cox multivariate regression revealed that the risk score was an indicator for prediction of biochemical recurrence. Thus, the risk score is a valuable and robust indicator for predicting the biochemical recurrence of patients with PCa.
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Affiliation(s)
- Jianfeng Chu
- Department of Urology, Yantaishan Hospital, Yantai, Shandong 264000, P.R. China
| | - Ning Li
- Department of Urology, Yantaishan Hospital, Yantai, Shandong 264000, P.R. China
| | - Wentao Gai
- Department of Urology, Yantai Municipal Laiyang Central Hospital, Yantai, Shandong, 265200, P.R. China
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11
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Impact of Preoperative Anemia on Perioperative Outcomes in Patients Undergoing Elective Colorectal Surgery. Gastroenterol Res Pract 2018; 2018:2417028. [PMID: 29853859 PMCID: PMC5964567 DOI: 10.1155/2018/2417028] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2017] [Accepted: 12/13/2017] [Indexed: 01/12/2023] Open
Abstract
Aim To evaluate the impact of preoperative anemia (POA) on perioperative outcomes in patients undergoing elective surgery for colorectal cancer (CRC). Methods A total of 326 CRC patients were enrolled. POA was defined as a hemoglobin (Hb) concentration ≤ 12 g/dl. Univariable and multivariable analyses were performed to assess the impact of POA on the risks of postoperative complications like surgical site infection (SSI). Results Patients with colon cancer presented higher rate of POA than patients with rectal cancer (60% versus 40% for colon cancer versus rectal cancer). In addition, female patients and patients with large tumor mass (>4 cm) had a higher rate of POA than male patients and patients with small tumor (≤4 cm), respectively. Upon univariable analysis, CRC patients with POA had a higher rate of incisional SSI than patients without POA (12% versus 6%, P = 0.04). However, POA was not associated with other postoperative complications, like anastomotic leak, organ space SSI, and bleeding. Upon multivariable analysis, POA and stoma formation were identified as two independent risk factors for incisional SSI (OR (95%CI): 2.44 (1.09–5.49) for POA versus no POA and 2.64 (1.20–5.81) for stoma formation versus no stoma formation). Conclusions POA was an independent risk factor for incisional surgical site infection after colorectal resection for CRC, and correcting POA should be considered before elective surgery.
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12
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Yin L, Lin Y, Wang X, Su Y, Hu H, Li C, Wang L, Jiang Y. The family of apoptosis-stimulating proteins of p53 is dysregulated in colorectal cancer patients. Oncol Lett 2018; 15:6409-6417. [PMID: 29731851 PMCID: PMC5921073 DOI: 10.3892/ol.2018.8151] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2017] [Accepted: 01/16/2018] [Indexed: 12/21/2022] Open
Abstract
The apoptosis-stimulating protein of p53 (ASPP) family is a newly identified family protein including ASPP1, ASPP2 and inhibitor of ASPP (iASPP), by which the tumor protein 53 (TP53)-mediated apoptotic process is selectively regulated. Downregulation of ASPP1/ASPP2 and upregulation of iASPP were revealed to be associated with a poor prognosis and metastasis in several types of cancer. However, to the best of our knowledge, the expression of ASPP in colorectal cancer (CRC) has not previously been investigated. The present study analyzed ASPP expression in human CRC tissues with multiple clinical and pathological profiles. A total of 41 patients diagnosed with CRC were enrolled in the present study. The expression of ASPP was detected by immunohistochemistry, immunofluorescence and reverse transcription-quantitative polymerase chain reaction. In addition, the variation in ASPP expression was examined in a number of pathological groups. The associations among ASPP expression, and the expression of TP53, plasma carcinoembryonic antigen (CEA) levels and α-fetoprotein (AFP) levels were also investigated. ASPP1 and ASPP2 expression was significantly reduced, while iASPP expression was elevated in CRC samples compared with expression in adjacent non-cancerous tissues. Downregulation of ASPP1 was detected in the TP53-positive group compared with the TP53-negative group. The increase in iASPP expression was correlated with the grade of malignancy, but not with regional lymph node status or metastases. The expression of ASPP2 was negatively correlated with plasma CEA levels. The results of the present study, not only enrich CRC epidemic and pathological data, but also provide valuable indices for CRC clinical treatment and prognosis.
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Affiliation(s)
- Libin Yin
- Department of Colorectal and Anal Surgery, The First Hospital of Jilin University, Changchun, Jilin 130021, P.R. China
| | - Yuyang Lin
- Department of Colorectal and Anal Surgery, The First Hospital of Jilin University, Changchun, Jilin 130021, P.R. China
| | - Xu Wang
- Department of Colorectal and Anal Surgery, The First Hospital of Jilin University, Changchun, Jilin 130021, P.R. China
| | - Yanzhuo Su
- Department of Gastrointestinal Colorectal and Anal Surgery, China Japan Union Hospital of Jilin University, Changchun, Jilin 130000, P.R. China
| | - Han Hu
- Department of Colorectal and Anal Surgery, The First Hospital of Jilin University, Changchun, Jilin 130021, P.R. China
| | - Chao Li
- Department of Colorectal and Anal Surgery, The First Hospital of Jilin University, Changchun, Jilin 130021, P.R. China
| | - Lei Wang
- Department of Colorectal and Anal Surgery, The First Hospital of Jilin University, Changchun, Jilin 130021, P.R. China
| | - Yanfang Jiang
- Genetic Diagnosis Center, The First Hospital of Jilin University, Changchun, Jilin 130021, P.R. China
- Key Laboratory of Zoonosis Research, Ministry of Education, The First Hospital of Jilin University, Changchun, Jilin 130021, P.R. China
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13
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ROR1 expression as a biomarker for predicting prognosis in patients with colorectal cancer. Oncotarget 2018; 8:32864-32872. [PMID: 28427197 PMCID: PMC5464834 DOI: 10.18632/oncotarget.15860] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Accepted: 02/07/2017] [Indexed: 02/05/2023] Open
Abstract
There is a lack of reliable prognosis biomarker in the current treatment of colorectal cancer. The receptor-tyrosine-kinase-like orphan receptor 1 (ROR1) is overexpressed and associated with poor prognosis in certain tumors. This study aimed to explore the prognostic significance of ROR1 in colorectal cancer. Western blot analysis and immunohistochemistry showed that the expression of ROR1 in colorectal cancer was significantly higher than that in the adjacent normal tissues. ROR1 expression was positively associated with the clinical stage and lymph-node metastasis (p < 0.01). Kaplan-Meier survival analysis revealed that patients with higher ROR1 expression had a significantly shorter overall survival (p < 0.01). Multivariate Cox regression analysis confirmed that ROR1 is an independent prognostic marker in colorectal cancer (p = 0.002, HR = 2.08, 95% CI: 1.314–3.292). Thus, our study demonstrated that ROR1 expression is correlated with malignant attributes and may serve as a novel prognostic marker and therapeutic target for colorectal cancer.
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14
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Lee SJ, Kim JH, Park SJ, Ock SY, Kwon SK, Choi YS, Kim BK. Optimal glycemic target level for colon cancer patients with diabetes. Diabetes Res Clin Pract 2017; 124:66-71. [PMID: 28107755 DOI: 10.1016/j.diabres.2016.12.009] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2016] [Revised: 11/30/2016] [Accepted: 12/08/2016] [Indexed: 01/27/2023]
Abstract
AIMS The aim of this study was to evaluate the differences in mortality among colon cancer patients with or without diabetes and to determine optimal glycemic target level for colon cancer patients with diabetes. METHODS A total of 741 patients with colon cancer between April 1999 and December 2010 were reviewed. The non-diabetes group had a fasting plasma glucose <126mg/dL, and the diabetes group had a fasting plasma glucose ⩾126mg/dL. Patients with diabetes were further divided based on glycemic control into either the uncontrolled subgroup (HbA1c ⩾8%) or the well-controlled subgroup (HbA1c <8%). RESULTS Patients with diabetes had significantly shorter overall survival and median survival than non-diabetes patients. Uncontrolled diabetes patients had significantly shorter overall survival and median survival than well-controlled diabetes patients. The relative risk of mortality for diabetes patients was higher than non-diabetes patients (relative risk 1.17). The relative risk of mortality in uncontrolled diabetes patients was significantly higher than in well-controlled diabetes patients (relative risk 4.58). The area under the curve for mortality and HbA1c level was 0.73. The cut off HbA1c level was 7.75%. CONCLUSIONS A optimal glycemic control level for colon cancer patients with diabetes should be recommended as an HbA1c of 7.8% or below.
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Affiliation(s)
- Shin Jun Lee
- Department of Internal Medicine, Kosin University College of Medicine, Gamcheonro 262, Seogu, Busan, South Korea
| | - Jae Hyun Kim
- Department of Internal Medicine, Kosin University College of Medicine, Gamcheonro 262, Seogu, Busan, South Korea
| | - Seun Ja Park
- Department of Internal Medicine, Kosin University College of Medicine, Gamcheonro 262, Seogu, Busan, South Korea
| | - So Young Ock
- Department of Internal Medicine, Kosin University College of Medicine, Gamcheonro 262, Seogu, Busan, South Korea
| | - Su Kyoung Kwon
- Department of Internal Medicine, Kosin University College of Medicine, Gamcheonro 262, Seogu, Busan, South Korea
| | - Young Sik Choi
- Department of Internal Medicine, Kosin University College of Medicine, Gamcheonro 262, Seogu, Busan, South Korea
| | - Bu Kyung Kim
- Department of Internal Medicine, Kosin University College of Medicine, Gamcheonro 262, Seogu, Busan, South Korea.
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15
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Denost Q, Saillour F, Masya L, Martinaud HM, Guillon S, Kret M, Rullier E, Quintard B, Solomon M. Benchmarking trial between France and Australia comparing management of primary rectal cancer beyond TME and locally recurrent rectal cancer (PelviCare Trial): rationale and design. BMC Cancer 2016; 16:262. [PMID: 27044252 PMCID: PMC4820920 DOI: 10.1186/s12885-016-2286-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2015] [Accepted: 03/18/2016] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Among patients with rectal cancer, 5-10% have a primary rectal cancer beyond the total mesorectal excision plane (PRC-bTME) and 10% recur locally following primary surgery (LRRC). In both cases, patients 'care remains challenging with a significant worldwide variation in practice regarding overall management and criteria for operative intervention. These variations in practice can be explained by structural and organizational differences, as well as cultural dissimilarities. However, surgical resection of PRC-bTME and LRRC provides the best chance of long-term survival after complete resection (R0). With regards to the organization of the healthcare system and the operative criteria for these patients, France and Australia seem to be highly different. A benchmarking-type analysis between French and Australian clinical practice, with regards to the care and management of PRC-bTME and LRRC, would allow understanding of patients' care and management structures as well as individual and collective mechanisms of operative decision-making in order to ensure equitable practice and improve survival for these patients. METHODS/DESIGN The current study is an international Benchmarking trial comparing two cohorts of 120 consecutive patients with non-metastatic PRC-bTME and LRRC. Patients with curative and palliative treatment intent are included. The study design has three main parts: (1) French and Australian cohorts including clinical, radiological and surgical data, quality of life (MOS SF36, FACT-C) and distress level (Distress thermometer) at the inclusion, 6 and 12 months; (2) experimental analyses consisting of a blinded inter-country reading of pelvic MRI to assess operatory decisions; (3) qualitative analyses based on MDT meeting observation, semi-structured interviews and focus groups of health professional attendees and conducted by a research psychologist in both countries using the same guides. The primary endpoint will be the clinical resection rate. Secondary end points will be concordance rate between French and Australian operative decisions based on the inter-country reading MRI, post-operative mortality and morbidity rates, oncological outcomes based on resection status and one-year overall and disease-free survival, patients' quality of life and distress level. Qualitative analysis will compare obstacles and facilitators of operative decision-making between both countries. DISCUSSION Benchmarking can be defined as a comparison and learning process which will allow, in the context of PRC-bTME and LRRC, to understand and to share the whole process management of these patientsbetween Farnce and Australia. TRIAL REGISTRATION NCT02551471 . (date of registration: 09/14/2015).
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Affiliation(s)
- Quentin Denost
- Department of Digestive Surgery, CHU Bordeaux, Saint André Hospital, Bordeaux, F-33075, France. .,Université Bordeaux Segalen, Bordeaux, F-33076, France. .,Service de Chirurgie Digestive, Hôpital Saint-André, 33075, Bordeaux, France.
| | - Florence Saillour
- Unité Méthodes Evaluation en Santé, Centre Hospitalier Universitaire de Bordeaux, Bordeaux, France
| | - Lindy Masya
- Surgical Outcome Research Centre (SOuRCe), Royal Prince Alfred Hospital, University of Sydney, Sydney, New South Wales, Australia
| | - Helene Maillou Martinaud
- Department of Digestive Surgery, CHU Bordeaux, Saint André Hospital, Bordeaux, F-33075, France.,Université Bordeaux Segalen, Bordeaux, F-33076, France
| | - Stephanie Guillon
- Department of Digestive Surgery, CHU Bordeaux, Saint André Hospital, Bordeaux, F-33075, France.,Université Bordeaux Segalen, Bordeaux, F-33076, France
| | - Marion Kret
- Unité de Soutien Méthodologique à la Recherche Clinique et Epidémiologique du CHU de Bordeaux (USMR), Université Bordeaux Segalen, Case 75, 146 rue Léo Saignat, 33076, Bordeaux, France
| | - Eric Rullier
- Department of Digestive Surgery, CHU Bordeaux, Saint André Hospital, Bordeaux, F-33075, France.,Université Bordeaux Segalen, Bordeaux, F-33076, France
| | - Bruno Quintard
- Laboratory of Psychology, Université Victor Segalen Bordeaux 2, Bordeaux, France
| | - Michael Solomon
- Surgical Outcome Research Centre (SOuRCe), Royal Prince Alfred Hospital, University of Sydney, Sydney, New South Wales, Australia.,Department of Colorectal Surgery, Royal Prince Alfred Hospital, Sydney, NSW, Australia
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16
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Lee HS, Soh JS, Lee S, Bae JH, Kim KJ, Ye BD, Byeon JS, Myung SJ, Yang SK, Kim SA, Park YS, Lim SB, Kim JC, Yu CS, Yang DH. Clinical Features and Prognosis of Resectable Primary Colorectal Signet-Ring Cell Carcinoma. Intest Res 2015; 13:332-8. [PMID: 26576139 PMCID: PMC4641860 DOI: 10.5217/ir.2015.13.4.332] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2014] [Revised: 02/06/2015] [Accepted: 02/09/2015] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND/AIMS We attempted to investigate the prognosis of signet-ring cell carcinoma (SRC) patients who underwent curative surgery by comparing them with age-, sex-, and stage-matched non-mucinous adenocarcinoma (NMAC) patients. METHODS Between January 2003 and December 2011, 19 patients with primary SRC of the colorectum underwent curative surgery. Four SRC patients under the age of 40 were excluded, and the clinicopathological data of 15 patients (7 men; median age, 56 years) were reviewed and compared with the data of 75 NMAC patients matched by age, sex, and pathologic stage. RESULTS The median follow-up duration was 30.1 months for the SRC group and 43.7 months for the NMAC group (P=0.141). Involvement of the left side of the colon (73.3% vs. 26.7%, P=0.003) and infiltrative lesions such as Borrmann types 3 and 4 (85.7% vs. 24.0%, P=0.001) were more common in the SRC group than in the NMAC group. The five-year overall survival rate was significantly lower for patients with SRC than for those with NMAC (46.0% vs. 88.7%, hazard ratio, 6.99; 95% confidence interval, 2.33-20.95, P=0.001). CONCLUSIONS Patients with even resectable primary colorectal SRC had a poorer prognosis than age-, sex-, and stage-matched colorectal NMAC patients.
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Affiliation(s)
- Ho-Su Lee
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Jae Seung Soh
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Seohyun Lee
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Jung Ho Bae
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Kyung-Jo Kim
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Byong Duk Ye
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Jeong-Sik Byeon
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Seung-Jae Myung
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Suk-Kyun Yang
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Sun A Kim
- Department of Pathology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Young Soo Park
- Department of Pathology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Seok-Byung Lim
- Department of Colon and Rectal Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Jin Cheon Kim
- Department of Colon and Rectal Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Chang Sik Yu
- Department of Colon and Rectal Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Dong-Hoon Yang
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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17
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Zou Y, Chen Z, He X, He X, Wu X, Chen Y, Wu X, Wang J, Lan P. High expression levels of unc-51-like kinase 1 as a predictor of poor prognosis in colorectal cancer. Oncol Lett 2015; 10:1583-1588. [PMID: 26622714 DOI: 10.3892/ol.2015.3417] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2014] [Accepted: 06/03/2015] [Indexed: 12/24/2022] Open
Abstract
Colorectal cancer (CRC) is one of the most common and lethal cancers worldwide. Unc-51-like kinase 1 (ULK1) plays an important role in autophagy, which is widely involved in human CRC. The aim of the present study was to investigate the clinical and prognostic significance of the expression of ULK1 in human CRC. Expression of ULK1 in 339 CRC specimens (tumor-node-metastasis stages I-IV) was assessed by immunohistochemistry. The optimal cutpoint of the expression of ULK1 was assessed by the X-tile program, and the patients were divided into 2 groups of high or low expression levels of ULK1, accordingly. Correlation analysis between the expression of ULK1 and the clinicopathological variables in CRC demonstrated that the expression of ULK1 was significantly associated with gender and tumor differentiation. Univariate Cox regression analysis indicated that high expression levels of ULK1 were a risk factor for overall and disease-free survival. Therefore, the high expression levels of ULK1 may be a useful independent biomarker for predicting a poor prognosis in patients with CRC.
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Affiliation(s)
- Yifeng Zou
- Department of Colorectal and Anal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510655, P.R. China
| | - Zexian Chen
- Department of Colorectal and Anal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510655, P.R. China
| | - Xiaowen He
- Department of Colorectal and Anal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510655, P.R. China
| | - Xiaosheng He
- Department of Colorectal and Anal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510655, P.R. China
| | - Xianrui Wu
- Department of Colorectal and Anal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510655, P.R. China
| | - Yufeng Chen
- Department of Colorectal and Anal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510655, P.R. China
| | - Xiaojian Wu
- Department of Colorectal and Anal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510655, P.R. China
| | - Jianping Wang
- Department of Colorectal and Anal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510655, P.R. China
| | - Ping Lan
- Department of Colorectal and Anal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510655, P.R. China
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18
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Park SY, Choi GS, Park JS, Kim HJ, Sakai Y, Hasegawa S, Watanabe T, Kim SH. Distinctive oncological features of stage IIIA colorectal cancer: Analysis of prognostic factors for selective adjuvant chemotherapy. J Surg Oncol 2015; 111:882-90. [DOI: 10.1002/jso.23892] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2014] [Accepted: 01/16/2015] [Indexed: 11/07/2022]
Affiliation(s)
- Soo Yeun Park
- Colorectal Cancer Center; Kyungpook National University Medical Center; School of Medicine; Kyungpook National University; Daegu Korea
| | - Gyu-Seog Choi
- Colorectal Cancer Center; Kyungpook National University Medical Center; School of Medicine; Kyungpook National University; Daegu Korea
| | - Jun Seok Park
- Colorectal Cancer Center; Kyungpook National University Medical Center; School of Medicine; Kyungpook National University; Daegu Korea
| | - Hye Jin Kim
- Colorectal Cancer Center; Kyungpook National University Medical Center; School of Medicine; Kyungpook National University; Daegu Korea
| | - Yoshiharu Sakai
- Department of Surgery; Kyoto University Hospital; Kyoto Japan
| | - Suguru Hasegawa
- Department of Surgery; Kyoto University Hospital; Kyoto Japan
| | - Toshiaki Watanabe
- Department of Surgical Oncology; Faculty of Medicine; The University of Tokyo; Tokyo Japan
| | - Seon Hahn Kim
- Department of Surgery; Korea University Anam Hospital; Seoul Korea
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19
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Lin Q, Wei Y, Ren L, Zhong Y, Qin C, Zheng P, Xu P, Zhu D, Ji M, Xu J. Tumor deposit is a poor prognostic indicator in patients who underwent simultaneous resection for synchronous colorectal liver metastases. Onco Targets Ther 2015; 8:233-40. [PMID: 25653544 PMCID: PMC4309783 DOI: 10.2147/ott.s71414] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Tumor deposits are one of the important influencing factors among the different editions of Tumor, Node, Metastasis classification. Incidence and prognosis of tumor deposits in stage I, II, and III colorectal cancer patients has been explored. The aim of this study was to determine the prognostic value of tumor deposits in stage IV colorectal cancer patients who underwent simultaneous resection for synchronous colorectal liver metastases (SCRLM). METHODS Clinicopathological and outcome data of 146 consecutive SCRLM patients who underwent simultaneous R0 resection between July 2003 and July 2013 were collected from our prospectively established SCRLM database. The prognostic value of tumor deposits was evaluated by Kaplan-Meier and Cox regression analysis. RESULTS Tumor deposits were detected in 41.8% (61/146) of these SCRLM patients. Tumor deposits were significantly correlated with lymph node metastasis and nerve invasion of the primary tumors (P=0.002, P=0.041; respectively). The Kaplan-Meier survival analysis revealed that the overall survival (OS) and disease-free survival (DFS) of SCRLM patients with tumor deposits were significantly poorer than those with no tumor deposits (P=0.039, P=0.001; respectively). And with multivariate analysis, we found that positive tumor deposits were significantly associated with shorter DFS independent of lymph node status (P=0.002). Subgroup analysis found that of the 57 SCRLM patients with negative lymph node status, the OS and DFS of patients with positive tumor deposits were significantly shorter than those with negative tumor deposits (P=0.002 and P=0.031, respectively). Of the 89 patients with positive lymph node status, the OS of patients with tumor deposits was not significantly different than those without tumor deposits (P=0.965); however, the DFS of patients with tumor deposits was significantly shorter than those with no tumor deposits (P=0.034). CONCLUSION Tumor deposits may be an independent adverse prognostic factor in SCRLM patients who underwent simultaneous R0 resection.
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Affiliation(s)
- Qi Lin
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
| | - Ye Wei
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
| | - Li Ren
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
| | - Yunshi Zhong
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
| | - Chunzhi Qin
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
| | - Peng Zheng
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
| | - Pingping Xu
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
| | - Dexiang Zhu
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
| | - Meiling Ji
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
| | - Jianmin Xu
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
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20
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Li S, Zhu L, Yao L, Xia L, Pan L. Association between ERCC1 and TS mRNA levels and disease free survival in colorectal cancer patients receiving oxaliplatin and fluorouracil (5-FU) adjuvant chemotherapy. BMC Gastroenterol 2014; 14:154. [PMID: 25175730 PMCID: PMC4156636 DOI: 10.1186/1471-230x-14-154] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2014] [Accepted: 08/21/2014] [Indexed: 01/22/2023] Open
Abstract
Background Aim was to explore the association of ERCC1 and TS mRNA levels with the disease free survival (DFS) in Chinese colorectal cancer (CRC) patients receiving oxaliplatin and 5-FU based adjuvant chemotherapy. Methods Total 112 Chinese stage II-III CRC patients were respectively treated by four different chemotherapy regimens after curative operation. The TS and ERCC1 mRNA levels in primary tumor were measured by real-time RT-PCR. Kaplan–Meier curves and log-rank tests were used for DFS analysis. The Cox proportional hazards model was used for prognostic analysis. Results In univariate analysis, the hazard ratio (HR) for the mRNA expression levels of TS and ERCC1 (logTS: HR = 0.820, 95% CI = 0.600 - 1.117, P = 0.210; logERCC1: HR = 1.054, 95% CI = 0.852 - 1.304, P = 0.638) indicated no significant association of DFS with the TS and ERCC1 mRNA levels. In multivariate analyses, tumor stage (IIIc: reference, P = 0.083; IIb: HR = 0.240, 95% CI = 0.080 - 0.724, P = 0.011; IIc: HR < 0.0001, P = 0.977; IIIa: HR = 0.179, 95% CI = 0.012 - 2.593, P = 0.207) was confirmed to be the independent prognostic factor for DFS. Moreover, the Kaplan-Meier DFS curves showed that TS and ERCC1 mRNA levels were not significantly associated with the DFS (TS: P = 0.264; ERCC1: P = 0.484). Conclusion The mRNA expression of ERCC1 and TS were not applicable to predict the DFS of Chinese stage II-III CRC patients receiving 5-FU and oxaliplatin based adjuvant chemotherapy.
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Affiliation(s)
- Sheng Li
- Oncology, Jiangsu Tumor Hospital, NO,42 bai zi ting, Nanjing 210000, China.
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21
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Lymph node ratio as an independent prognostic indicator in stage III colorectal cancer: especially for fewer than 12 lymph nodes examined. Tumour Biol 2014; 35:11685-90. [PMID: 25139098 DOI: 10.1007/s13277-014-2484-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2014] [Accepted: 08/08/2014] [Indexed: 12/19/2022] Open
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22
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Zhang H, Hou W, Wang HL, Liu HJ, Jia XY, Zheng XZ, Zou YX, Li X, Hou L, McNutt MA, Zhang B. GSK-3β-regulated N-acetyltransferase 10 is involved in colorectal cancer invasion. Clin Cancer Res 2014; 20:4717-29. [PMID: 24982245 DOI: 10.1158/1078-0432.ccr-13-3477] [Citation(s) in RCA: 73] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE NAT10 (N-acetyltransferase 10) is a nucleolar protein, but may show subcellular redistribution in colorectal carcinoma. In this study, we evaluated membranous staining of NAT10 in colorectal carcinoma and its clinical implications, and explored the mechanism of regulation of NAT10 redistribution. EXPERIMENTAL DESIGN The expression and subcellular redistribution of NAT10, β-catenin, E-cadherin, and GSK-3β were evaluated by immunohistochemistry in 222 cases of colorectal carcinoma. Regulation of NAT10 and its influence on cell motility were analyzed with inhibitors of GSK-3β, transfection of wild-type or kinase-inactivated GSK-3β, or expression of various domains of NAT10, and evaluated with immunofluorescence, Western blotting, and Transwell assays. RESULTS NAT10 localized mainly in the nucleoli of normal tissues, and was redistributed to the membrane in cancer cells, particularly at the invasive "leading edge" of the tumor. This correlated well with nuclear accumulation of β-catenin (P<0.001; χ2=68.213). In addition, NAT10 membrane staining reflected the depth of invasion and tendency to metastasize (all P values<0.001), and was associated with a poorer prognosis (P=0.023; χ2=5.161). Evaluation of the mechanism involved demonstrated that subcellular redistribution of NAT10 may result from its increased stability and nuclear export, which is brought about by inhibition of GSK-3β. Moreover, redistribution of NAT10 induces alteration of cytoskeletal dynamics and increases cancer cell motility. CONCLUSION The subcellular redistribution of NAT10 can be induced by decreases in GSK-3β activity. This redistribution increases cancer cell motility, and is, thus, correlated with invasive potential and poorer clinical outcome. This finding suggests that NAT10 may be a useful prognostic marker and potential therapeutic target in colorectal carcinoma.
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Affiliation(s)
- Hong Zhang
- Department of Pathology, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
| | - Wei Hou
- Department of Pathology, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
| | - Hua-Li Wang
- Department of Pathology, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
| | - Hai-Jing Liu
- Department of Pathology, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
| | - Xin-Ying Jia
- Department of Pathology, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
| | - Xing-Zheng Zheng
- Department of Pathology, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
| | - Yong-Xin Zou
- Department of Pathology, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
| | - Xin Li
- Department of Pathology, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
| | - Lin Hou
- Department of Pathology, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
| | - Michael A McNutt
- Department of Pathology, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
| | - Bo Zhang
- Department of Pathology, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China.
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Madbouly KM, Abbas KS, Hussein AM. Metastatic lymph node ratio in stage III rectal carcinoma is a valuable prognostic factor even with less than 12 lymph nodes retrieved: a prospective study. Am J Surg 2014; 207:824-31. [DOI: 10.1016/j.amjsurg.2013.07.022] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2013] [Revised: 07/17/2013] [Accepted: 07/18/2013] [Indexed: 01/13/2023]
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24
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Peng SL, Thomas M, Ruszkiewicz A, Hunter A, Lawrence M, Moore J. Conventional adverse features do not predict response to adjuvant chemotherapy in stage II colon cancer. ANZ J Surg 2013; 84:837-41. [DOI: 10.1111/ans.12444] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/07/2013] [Indexed: 12/26/2022]
Affiliation(s)
- Sze-Lin Peng
- Colorectal Surgery Unit; Royal Adelaide Hospital; Adelaide South Australia Australia
| | - Michelle Thomas
- Colorectal Surgery Unit; Royal Adelaide Hospital; Adelaide South Australia Australia
| | - Andrew Ruszkiewicz
- Department of Pathology; Royal Adelaide Hospital; Adelaide South Australia Australia
| | - Andrew Hunter
- Colorectal Surgery Unit; Royal Adelaide Hospital; Adelaide South Australia Australia
| | - Matthew Lawrence
- Colorectal Surgery Unit; Royal Adelaide Hospital; Adelaide South Australia Australia
| | - James Moore
- Colorectal Surgery Unit; Royal Adelaide Hospital; Adelaide South Australia Australia
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25
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Adequacy of Lymph Node Staging in Colorectal Cancer: Analysis of 250 Patients and Analytical Literature Review. ACTA ACUST UNITED AC 2013. [DOI: 10.5812/acr.11495] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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26
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Gao P, Song YX, Wang ZN, Xu YY, Tong LL, Sun JX, Yu M, Xu HM. Is the prediction of prognosis not improved by the seventh edition of the TNM classification for colorectal cancer? Analysis of the surveillance, epidemiology, and end results (SEER) database. BMC Cancer 2013; 13:123. [PMID: 23496812 PMCID: PMC3651725 DOI: 10.1186/1471-2407-13-123] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2012] [Accepted: 03/11/2013] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Whether the 7th edition of American Joint Committee on Cancer (AJCC) TNM staging system (AJCC-7) is a successful revision remains debatable. We aimed to compare the predictive capacity of the AJCC-7 for colorectal cancer with the 6th edition of the AJCC TNM staging system (AJCC-6). METHODS The National Cancer Institute's Surveillance, Epidemiology, and End Results (SEER) dataset consisting of 158,483 records was used in this study. We evaluated the predictive capacity of the two editions of the staging system using Harrell's C index and Bayesian Information Criterion (BIC). RESULTS There was a significant prognostic difference between patients at stage IIB and IIC (P < 0.001). Stage III patients with similar prognoses were adequately sub-grouped in the same stage according to AJCC-7. The Harrell's C index revealed a value of 0.7692 for AJCC-7, which was significantly better than 0.7663 for AJCC-6 (P < 0.001). BIC analysis provided consistent results (P < 0.001). CONCLUSIONS This study demonstrates that AJCC-7 is superior to the AJCC-6 staging system in predictive capacity.
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Affiliation(s)
- Peng Gao
- Department of Surgical Oncology and General Surgery, the First Hospital of China Medical University, Shenyang City, 110001, PR China
| | - Yong-xi Song
- Department of Surgical Oncology and General Surgery, the First Hospital of China Medical University, Shenyang City, 110001, PR China
| | - Zhen-ning Wang
- Department of Surgical Oncology and General Surgery, the First Hospital of China Medical University, Shenyang City, 110001, PR China
| | - Ying-ying Xu
- Department of Surgical Oncology and General Surgery, the First Hospital of China Medical University, Shenyang City, 110001, PR China
| | - Lin-lin Tong
- Department of Surgical Oncology and General Surgery, the First Hospital of China Medical University, Shenyang City, 110001, PR China
| | - Jing-xu Sun
- Department of Surgical Oncology and General Surgery, the First Hospital of China Medical University, Shenyang City, 110001, PR China
| | - Miao Yu
- Department of Surgical Oncology and General Surgery, the First Hospital of China Medical University, Shenyang City, 110001, PR China
| | - Hui-mian Xu
- Department of Surgical Oncology and General Surgery, the First Hospital of China Medical University, Shenyang City, 110001, PR China
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27
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Ishida H, Kumamoto K, Ishibashi K, Hatano S, Matsuzawa T, Okada N, Kumagai Y, Baba H, Haga N. Should isolated peritoneal carcinomatosis from colorectal cancer be sub-classified into stage IVB in era of modern chemotherapy? Tech Coloproctol 2013; 17:647-52. [PMID: 23389285 DOI: 10.1007/s10151-012-0972-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2012] [Accepted: 12/29/2012] [Indexed: 12/18/2022]
Abstract
BACKGROUND According to the 7th edition of the TNM staging system, stage IV metastatic colorectal cancer (CRC) at the time of initial diagnosis is sub-classified into stage IVA or IVB disease. Peritoneal carcinomatosis (PC), considered to have a dismal prognosis, is exclusively sub-classified into stage IVB, even though other metastases to a sole organ are sub-classified into stage IVA, which is considered to be associated with better survival. This retrospective study was undertaken to investigate the overall survival in metastatic CRC patients, focusing on PC patients. METHODS We reviewed data on patients with metastatic CRC at initial diagnosis surgically treated between January 2006 and June 2011. A survival analysis was performed paying special attention to PC and sub-classifying patients with PC into three categories according to metastatic sites. RESULTS There were 69 stage IVA patients (IVA group) and 83 stage IVB. Among stage IVB patients, 20 had isolated PC (PC-I group), 28 had PC with one or more other sites of metastasis (PC-II group), and 35 had at least 2 metastatic without peritoneal involvement (NPC group). Of 152 stage IV patients, 132 (87 %) underwent resection of the primary tumor and 19 (12 %) underwent radical resection of metastatic disease with microscopic free margins (R0 resection) including 5/20 (25 %) patients in the PC1 group. A total of 139 patients received oxaliplatin-based chemotherapy in a palliative (n = 125), neoadjuvant (n = 3), or adjuvant setting after R0 resection (n = 11). Compared with 36.6 months in the PC-I group, median survival was 32.5 months (P = 0.48) in the IVA group, 14.7 months (P = 0.07) in the PC-II group, and 12.9 months (P < 0.01) in the NPC group. CONCLUSIONS The sub-classification of isolated PC into stage IVA instead of IVB might be more appropriate in the era of modern chemotherapy. Further investigation is warranted.
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Affiliation(s)
- H Ishida
- Department of Digestive Tract and General Surgery, Saitama Medical Center, Saitama Medical University, Kawagoe, Saitama, Japan,
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28
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Abstract
BACKGROUND Approximately 10% of patients with colorectal cancer have locally advanced disease with peritoneal involvement (T4a) or invasion of adjacent organs (T4b) at the time of diagnosis. Of patients who undergo resection with curative intent, between 7 and 33% develop isolated locoregional recurrences. R0 surgical excision is potentially curative. METHODS We reviewed the literature relating to multivisceral resection for T4 or recurrent colorectal cancer. RESULTS Comprehensive staging to identify the local and systemic extent of disease is essential to determine resectability and patient suitability for a curative approach. PET scans and pelvic MRI (rectal) staging and a coordinated multispecialty input to neoadjuvant treatment, multivisceral surgical resection, reconstruction and adjuvant chemotherapy are essential. Intraoperative radiotherapy and hyperthermic intraperitoneal chemotherapy may have a role in selected patients. R0 resection can achieve 5-year local control rates for primary locally advanced and recurrent colorectal cancer of up to 89 and 38%, respectively, and overall 5-year survival up to 66 and 25%, respectively. CONCLUSION An aggressive surgical strategy as part of a multimodal strategy in the treatment of locally advanced or recurrent colorectal cancer in the absence of incurable metastatic disease affords the best prospect for long-term survival in selected patients.
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Affiliation(s)
- J O Larkin
- Surgical Professorial Unit, St. Vincent's University Hospital and UCD School of Medicine and Medical Sciences, Dublin, Ireland
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Hashiguchi Y, Hase K, Kotake K, Ueno H, Shinto E, Mochizuki H, Yamamoto J, Sugihara K. Evaluation of the seventh edition of the tumour, node, metastasis (TNM) classification for colon cancer in two nationwide registries of the United States and Japan. Colorectal Dis 2012; 14:1065-74. [PMID: 22176600 DOI: 10.1111/j.1463-1318.2011.02917.x] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
AIM The new TNM classification is currently being implemented. We evaluated the TNM-7 staging system based on the two nationwide colon cancer registries in the United States and Japan to clarify whether this system better stratifies patients' prognoses than the TNM-6 did and to determine whether stratification can be effectively simplified. METHODS The Surveillance, Epidemiology, and End Results population-based data from 1988 to 2001 for 50139 colon cancer patients and the multi-institutional registry data from the Japanese Society for Cancer of the Colon and Rectum from 1984 to 1994 for 10754 patients were analysed. We devised a modified version of the TNM-7 staging system to allow simpler classification of the TN categories and compared the TNM-6, TNM-7, modified TNM-7, and the Dukes staging system based on survival curves and objective statistical tests such as likelihood ratio χ(2) tests, Akaike's information criterion, and Harrell's c-index. RESULTS The TNM-7 was superior to the TNM-6 in all objective statistical tests in the United States (c-index; 0.700 vs 0.696, P<0.001) as well as in the Japan data sets (0.732 vs 0.729, P=0.035). The modified TNM-7 is much simpler, but it nevertheless showed similar values to those of the original TNM-7 (c-index; the United States 0.702, Japan 0.733). CONCLUSIONS The new TNM-7 is complicated but better at stratifying patients than the TNM-6 in the United States and Japan, and could be effectively simplified.
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Affiliation(s)
- Y Hashiguchi
- Department of Surgery, National Defense Medical College, Saitama, Japan.
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Gao P, Zhou X, Wang ZN, Song YX, Tong LL, Xu YY, Yue ZY, Xu HM. Which is a more accurate predictor in colorectal survival analysis? Nine data mining algorithms vs. the TNM staging system. PLoS One 2012; 7:e42015. [PMID: 22848691 PMCID: PMC3404978 DOI: 10.1371/journal.pone.0042015] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2012] [Accepted: 06/29/2012] [Indexed: 12/31/2022] Open
Abstract
OBJECTIVE Over the past decades, many studies have used data mining technology to predict the 5-year survival rate of colorectal cancer, but there have been few reports that compared multiple data mining algorithms to the TNM classification of malignant tumors (TNM) staging system using a dataset in which the training and testing data were from different sources. Here we compared nine data mining algorithms to the TNM staging system for colorectal survival analysis. METHODS Two different datasets were used: 1) the National Cancer Institute's Surveillance, Epidemiology, and End Results dataset; and 2) the dataset from a single Chinese institution. An optimization and prediction system based on nine data mining algorithms as well as two variable selection methods was implemented. The TNM staging system was based on the 7(th) edition of the American Joint Committee on Cancer TNM staging system. RESULTS When the training and testing data were from the same sources, all algorithms had slight advantages over the TNM staging system in predictive accuracy. When the data were from different sources, only four algorithms (logistic regression, general regression neural network, bayesian networks, and Naïve Bayes) had slight advantages over the TNM staging system. Also, there was no significant differences among all the algorithms (p>0.05). CONCLUSIONS The TNM staging system is simple and practical at present, and data mining methods are not accurate enough to replace the TNM staging system for colorectal cancer survival prediction. Furthermore, there were no significant differences in the predictive accuracy of all the algorithms when the data were from different sources. Building a larger dataset that includes more variables may be important for furthering predictive accuracy.
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Affiliation(s)
- Peng Gao
- Department of Surgical Oncology and General Surgery, The First Hospital of China Medical University, Shenyang, P.R. China
| | - Xin Zhou
- Department of Gynecology and Obstetrics, Shengjing Hospital of China Medical University, Shenyang, P.R. China
| | - Zhen-ning Wang
- Department of Surgical Oncology and General Surgery, The First Hospital of China Medical University, Shenyang, P.R. China
| | - Yong-xi Song
- Department of Surgical Oncology and General Surgery, The First Hospital of China Medical University, Shenyang, P.R. China
| | - Lin-lin Tong
- Department of Surgical Oncology and General Surgery, The First Hospital of China Medical University, Shenyang, P.R. China
| | - Ying-ying Xu
- Department of Surgical Oncology and General Surgery, The First Hospital of China Medical University, Shenyang, P.R. China
| | - Zhen-yu Yue
- Department of Surgical Oncology and General Surgery, The First Hospital of China Medical University, Shenyang, P.R. China
| | - Hui-mian Xu
- Department of Surgical Oncology and General Surgery, The First Hospital of China Medical University, Shenyang, P.R. China
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Kesikli SA, Eren MF, Akgul Babacan N, Kilickap S. Prognosis of colorectal cancer with peritoneal carcinomatosis: is a new staging necessary? J Clin Oncol 2012; 30:2287-8; author reply 2288-9. [PMID: 22614990 DOI: 10.1200/jco.2012.42.1701] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Hari DM, Bilchik AJ. Clinical decision-making and implementation challenges with the AJCC VII staging system for colorectal carcinoma. J Surg Oncol 2011; 105:221-2. [PMID: 22271497 DOI: 10.1002/jso.22086] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2011] [Accepted: 08/09/2011] [Indexed: 01/11/2023]
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