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Feng S, Zhou M, Huang Z, Xiao X, Zhong B. A machine learning-based prediction model for colorectal liver metastasis. Clin Exp Med 2025; 25:156. [PMID: 40353895 PMCID: PMC12069471 DOI: 10.1007/s10238-025-01699-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2025] [Accepted: 04/15/2025] [Indexed: 05/14/2025]
Abstract
Colorectal liver metastasis (CRLM) is a primary factor contributing to poor prognosis and metastasis in colorectal cancer (CRC) patients. This study aims to develop and validate a machine learning (ML)-based risk prediction model using conventional clinical data to forecast the occurrence of CRLM. This retrospective study analyzed the clinical data of 865 CRC patients between January 2018 and September 2024. Patients were categorized into non-CRLM and CRLM groups. The least absolute shrinkage and selection operator regression was employed to identify key clinical variables, and five ML algorithms were utilized to develop prediction models. The optimal model was selected based on performance metrics including the receiver operating characteristic curve, precision-recall curve, decision curve analysis, and calibration curve, which collectively evaluated both the predictive accuracy and clinical utility of the model. Among the five ML algorithms evaluated, Random forest demonstrated the best performance. Leveraging the Random forest algorithm, we developed the CRLM-Lab6 prediction model, which incorporates six features: LDH, CA199, ALT, CEA, TBIL, and AGR. This model exhibits robust predictive performance, achieving an area under the curve of 0.94, a sensitivity of 0.88, and a specificity of 0.93. To enhance its practical utility, the model has been integrated into an accessible web application. This study developed a novel risk prediction model by integrating ML algorithms with conventional laboratory test data to evaluate the likelihood of CRLM occurrence. The model demonstrates excellent predictive performance and has significant clinical application potential.
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Affiliation(s)
- Sisi Feng
- Department of Clinical Laboratory, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Manli Zhou
- Department of Clinical Laboratory, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Zixin Huang
- Department of Clinical Laboratory, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Xiaomin Xiao
- Department of Clinical Laboratory, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Baiyun Zhong
- Department of Clinical Laboratory, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China.
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Xu M, Wang Z, Qiao XF, Liao H, Su DK. A nomogram model for predicting lymph node metastasis of rectal cancer by combining preoperative magnetic resonance imaging signs and tumour markers. Pol J Radiol 2025; 90:e114-e123. [PMID: 40321712 PMCID: PMC12049155 DOI: 10.5114/pjr/200612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2025] [Accepted: 01/29/2025] [Indexed: 05/08/2025] Open
Abstract
Purpose This study aimed to explore the diagnostic value of high-resolution magnetic resonance images and tumour markers in predicting lymph node metastasis of rectal cancer. Material and methods The clinical, imaging, and pathological data of patients with suspected rectal cancer were collected. The baseline data, and surgical and pathological characteristics were compared between the lymph node metastasis group and no metastasis group. Univariate and multivariate logistic regression were used to analyse the clinical and pathological factors, and preoperative magnetic resonance imaging (MRI) signs of extramural vascular invasion and rectal cancer lymph node metastasis. A nomogram model was established with statistically significant factors. Results 150 patients were included. Among them, 50 (33.3%) presented with vascular tumour thrombus, and 72 (48.0%) had lymph node metastasis. The detection of regional lymph nodes (DWI-LN) was an independent risk factor for lymph node metastasis. The area under curve of the nomogram model was 0.804. Conclusion Preoperative serum CA19.9, and the relationship between tumour and peritoneal reflection in preoperative MRI and DWI-LN have clinical value in predicting lymph node metastasis in patients with rectal cancer.
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Affiliation(s)
- Meihai Xu
- Guangxi Medical University Cancer Hospital, China
| | - Zheng Wang
- Guangxi Medical University Cancer Hospital, China
| | - Xiu-Feng Qiao
- The Fifth Affiliated Hospital of Guangxi Medical University, China
| | - Hai Liao
- Guangxi Medical University Cancer Hospital, China
| | - Dan-Ke Su
- Guangxi Medical University Cancer Hospital, China
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Liu Y, Shang X, Du W, Shen W, Zhu Y. Helicobacter Pylori Infection as the Predominant High-Risk Factor for Gastric Cancer Recurrence Post-Gastrectomy: An 8-Year Multicenter Retrospective Study. Int J Gen Med 2024; 17:4999-5014. [PMID: 39494357 PMCID: PMC11531290 DOI: 10.2147/ijgm.s485347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Accepted: 10/24/2024] [Indexed: 11/05/2024] Open
Abstract
Purpose The reappearance of gastric cancer, a frequent postoperative complication following radical gastric cancer surgery, substantially impacts the near-term and far-reaching medical outlook of patients. The objective of this research was to create a machine learning algorithm that could recognize high-risk factors for gastric cancer recurrence and anticipate the correlation between gastric cancer recurrence and Helicobacter pylori (H. pylori) infection. Patients and Methods This investigation comprised 1234 patients diagnosed with gastric cancer, and 37 characteristic variables were obtained. Four machine learning algorithms, namely, extreme gradient boosting (XGBoost), random forest (RF), k-nearest neighbor algorithm (KNN), and multilayer perceptron (MLP), were implemented to develop the models. The k-fold cross-validation technique was utilized to perform internal validation of the four models, while independent datasets were employed for external validation of the models. Results In contrast to the other machine learning models, the XGBoost algorithm demonstrated superior predictive ability regarding high-risk factors for gastric cancer recurrence. The outcomes of Shapley additive explanation (SHAP) analysis revealed that tumor invasion depth, tumor lymph node metastasis, H. pylori infection, postoperative carcinoembryonic antigen (CEA), tumor size, and tumor number were risk elements for gastric cancer recurrence in patients, with H. pylori infection being the primary high-risk factor. Conclusion Out of the four machine learning models, the XGBoost algorithm exhibited superior performance in predicting the recurrence of gastric cancer. In addition, machine learning models can help clinicians identify key prognostic factors that are clinically meaningful for the application of personalized patient monitoring and immunotherapy.
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Affiliation(s)
- Yuan Liu
- Department of General Surgery, Wuxi Medical Center of Nanjing Medical University, Wuxi, People’s Republic of China
- Department of General Surgery, Tengzhou Central People’s Hospital, Jining Medical College, Shandong, People’s Republic of China
| | - Xingchen Shang
- Department of General Surgery, Wuxi Medical Center of Nanjing Medical University, Wuxi, People’s Republic of China
| | - Wenyi Du
- Department of General Surgery, Wuxi Medical Center of Nanjing Medical University, Wuxi, People’s Republic of China
| | - Wei Shen
- Department of General Surgery, Wuxi Medical Center of Nanjing Medical University, Wuxi, People’s Republic of China
| | - Yanfei Zhu
- Department of General Surgery, Wuxi Medical Center of Nanjing Medical University, Wuxi, People’s Republic of China
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Chen W, Cai Z, Zhou J, Xu Z, Li Z, Guo Z, Li J, Guo Z, Wu H, Xu Y. Construction of a nomogram based on clinicopathologic features to predict the likelihood of No. 253 lymph node metastasis in rectal cancer patients. Langenbecks Arch Surg 2024; 409:161. [PMID: 38761214 DOI: 10.1007/s00423-024-03353-5] [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: 01/24/2024] [Accepted: 05/13/2024] [Indexed: 05/20/2024]
Abstract
PURPOSE To explore the high-risk factors for rectal cancer No.253 lymph node metastasis (LNM) and to construct a risk nomogram for the individualized prediction of No.253 LNM. METHODS This was a retrospective analysis of 425 patients with rectal cancer who underwent laparoscopic-assisted radical surgery. Independent risk factors for rectal cancer No.253 LNM was identified using multivariate logistic regression analysis, and a risk prediction nomogram was constructed based on the independent risk factors. In addition, the performance of the model was evaluated by discrimination, calibration, and clinical benefit. RESULTS Multivariate logistic regression analysis showed that No.253 lymphadenectasis on CT (OR 10.697, P < 0.001), preoperative T4-stage (OR 4.431, P = 0.001), undifferentiation (OR 3.753, P = 0.004), and preoperative Ca199 level > 27 U/ml (OR 2.628, P = 0.037) were independent risk factors for No.253 LNM. A nomogram was constructed based on the above four factors. The calibration curve of the nomogram was closer to the ideal diagonal, indicating that the nomogram had a better fitting ability. The area under the ROC curve (AUC) was 0.865, which indicated that the nomogram had high discriminative ability. In addition, decision curve analysis (DCA) showed that the model could show better clinical benefit when the threshold probability was between 1% and 50%. CONCLUSION Preoperative No.253 lymphadenectasis on CT, preoperative T4-stage, undifferentiation, and elevated preoperative Ca199 level were found to be independent risk factors for the No.253 LNM. A predictive model based on these risk factors can help surgeons make rational clinical decisions.
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Affiliation(s)
- Weixiang Chen
- The School of Clinical Medicine, Fujian Medical University, Fuzhou, Fujian, 350122, China
- Gastrointestinal Surgery Unit 1, The First Hospital of Putian City, Putian, Fujian, 351100, China
| | - Zhiming Cai
- The School of Clinical Medicine, Fujian Medical University, Fuzhou, Fujian, 350122, China
- Gastrointestinal Surgery Unit 1, The First Hospital of Putian City, Putian, Fujian, 351100, China
| | - Jinfeng Zhou
- The School of Clinical Medicine, Fujian Medical University, Fuzhou, Fujian, 350122, China
- Gastrointestinal Surgery Unit 1, The First Hospital of Putian City, Putian, Fujian, 351100, China
| | - Zhengnan Xu
- The School of Clinical Medicine, Fujian Medical University, Fuzhou, Fujian, 350122, China
- Gastrointestinal Surgery Unit 1, The First Hospital of Putian City, Putian, Fujian, 351100, China
| | - Zhixiong Li
- Gastrointestinal Surgery Unit 1, The First Hospital of Putian City, Putian, Fujian, 351100, China
| | - Zhixing Guo
- Gastrointestinal Surgery Unit 1, The First Hospital of Putian City, Putian, Fujian, 351100, China
| | - Junpeng Li
- Gastrointestinal Surgery Unit 1, The First Hospital of Putian City, Putian, Fujian, 351100, China
| | - Zipei Guo
- The School of Clinical Medicine, Fujian Medical University, Fuzhou, Fujian, 350122, China
- Gastrointestinal Surgery Unit 1, The First Hospital of Putian City, Putian, Fujian, 351100, China
| | - Haiyan Wu
- Department of Pathology, The First Hospital of Putian City, Putian, Fujian, 351100, China
| | - Yanchang Xu
- Gastrointestinal Surgery Unit 1, The First Hospital of Putian City, Putian, Fujian, 351100, China.
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Liu Y, Du W, Guo Y, Tian Z, Shen W. Identification of high-risk factors for recurrence of colon cancer following complete mesocolic excision: An 8-year retrospective study. PLoS One 2023; 18:e0289621. [PMID: 37566586 PMCID: PMC10420346 DOI: 10.1371/journal.pone.0289621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 07/21/2023] [Indexed: 08/13/2023] Open
Abstract
BACKGROUND Colon cancer recurrence is a common adverse outcome for patients after complete mesocolic excision (CME) and greatly affects the near-term and long-term prognosis of patients. This study aimed to develop a machine learning model that can identify high-risk factors before, during, and after surgery, and predict the occurrence of postoperative colon cancer recurrence. METHODS The study included 1187 patients with colon cancer, including 110 patients who had recurrent colon cancer. The researchers collected 44 characteristic variables, including patient demographic characteristics, basic medical history, preoperative examination information, type of surgery, and intraoperative information. Four machine learning algorithms, namely extreme gradient boosting (XGBoost), random forest (RF), support vector machine (SVM), and k-nearest neighbor algorithm (KNN), were used to construct the model. The researchers evaluated the model using the k-fold cross-validation method, ROC curve, calibration curve, decision curve analysis (DCA), and external validation. RESULTS Among the four prediction models, the XGBoost algorithm performed the best. The ROC curve results showed that the AUC value of XGBoost was 0.962 in the training set and 0.952 in the validation set, indicating high prediction accuracy. The XGBoost model was stable during internal validation using the k-fold cross-validation method. The calibration curve demonstrated high predictive ability of the XGBoost model. The DCA curve showed that patients who received interventional treatment had a higher benefit rate under the XGBoost model. The external validation set's AUC value was 0.91, indicating good extrapolation of the XGBoost prediction model. CONCLUSION The XGBoost machine learning algorithm-based prediction model for colon cancer recurrence has high prediction accuracy and clinical utility.
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Affiliation(s)
- Yuan Liu
- Department of General Surgery, Wuxi People’s Hospital Affiliated to Nanjing Medical University, Wuxi, China
| | - Wenyi Du
- Department of General Surgery, Wuxi People’s Hospital Affiliated to Nanjing Medical University, Wuxi, China
| | - Yi Guo
- Department of General Practice, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong Province, China
| | - Zhiqiang Tian
- Department of General Surgery, Wuxi People’s Hospital Affiliated to Nanjing Medical University, Wuxi, China
| | - Wei Shen
- Department of General Surgery, Wuxi People’s Hospital Affiliated to Nanjing Medical University, Wuxi, China
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Israilov S, Cho HJ, Krouss M. Things We Do for No Reason™: Tumor markers CA125, CA19-9, and CEA in the initial diagnosis of malignancy. J Hosp Med 2022; 17:303-305. [PMID: 34424189 DOI: 10.12788/jhm.3645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Revised: 04/16/2021] [Accepted: 05/04/2021] [Indexed: 11/20/2022]
Affiliation(s)
- Sigal Israilov
- New York City Health and Hospitals, New York, New York
- Icahn School of Medicine at Mount Sinai, New York, New York
| | - Hyung J Cho
- New York City Health and Hospitals, New York, New York
- New York University School of Medicine, New York, New York
| | - Mona Krouss
- New York City Health and Hospitals, New York, New York
- Icahn School of Medicine at Mount Sinai, New York, New York
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7
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Wu C, Lin X, Li Z, Chen Z, Xie W, Zhang X, Wang X. A Diagnostic Nomogram Based on 18F-FDG PET/CT for Bone Metastasis of Gastric Cancer. Front Cell Dev Biol 2022; 9:783466. [PMID: 34970546 PMCID: PMC8712756 DOI: 10.3389/fcell.2021.783466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Accepted: 10/20/2021] [Indexed: 11/18/2022] Open
Abstract
Purpose: To develop an effective diagnostic model for bone metastasis of gastric cancer by combining 18F-FDG PET/CT and clinical data. Materials and Methods: A total of 212 gastric cancer patients with abnormal bone imaging scans based on 18F-FDG PET/CT were retrospectively enrolled between September 2009 and March 2020. Risk factors for bone metastasis of gastric cancer were identified by multivariate logistic regression analysis and used to create a nomogram. The performance of the nomogram was evaluated by using receiver operating characteristic curves and calibration plots. Results: The diagnostic power of the binary logistic regression model incorporating skeleton-related symptoms, anemia, the SUVmax of bone lesions, bone changes, the location of bone lesions, ALP, LDH, CEA, and CA19-9 was significantly higher than that of the model using only clinical factors (p = 0.008). The diagnostic model for bone metastasis of gastric cancer using a combination of clinical and imaging data showed an appropriate goodness of fit according to a calibration test (p = 0.294) and good discriminating ability (AUC = 0.925). Conclusions: The diagnostic model combined with the 18F-FDG PET/CT findings and clinical data showed a better diagnosis performance for bone metastasis of gastric cancer than the other studied models. Compared with the model using clinical factors alone, the additional 18F-FDG PET/CT findings could improve the diagnostic efficacy of identifying bone metastases in gastric cancer.
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Affiliation(s)
- Chunhui Wu
- Department of Nuclear Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xiaoping Lin
- Department of Nuclear Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Zhoulei Li
- Department of Nuclear Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Zhifeng Chen
- Department of Nuclear Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Wenhui Xie
- Department of Nuclear Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xiangsong Zhang
- Department of Nuclear Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xiaoyan Wang
- Department of Nuclear Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
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Panthi S, Khatiwada P, Adhikari S, Acharya R, Neupane D, Sharma A, Yadav PS, Yadav P, Bhattarai R, Khanal B. OUP accepted manuscript. J Surg Case Rep 2022; 2022:rjac210. [PMID: 35620228 PMCID: PMC9129883 DOI: 10.1093/jscr/rjac210] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 04/20/2022] [Indexed: 11/22/2022] Open
Abstract
Intestinal tuberculosis (TB) is a rare condition comprising a majority of the extra-pulmonary TB cases. Owing to a similar clinical presentation, ultrasonographic and biopsy findings of intestinal TB with that of other abdominal pathologies such as carcinoma colon, their clinical delineation is very difficult unless aided with other modalities of investigations such as colonoscopy, culture of the biopsy material, etc. and even advanced methods such as polymerase chain reaction and gene X-pert of the biopsy material. Having all these investigations may not even lead to a correct diagnosis of intestinal TB as evidenced in the reported cases in the literature, advocating the need of diagnostic laparoscopy in the diagnosis of intestinal TB to eliminate extensive and unnecessary surgeries. Here, we present a case of intestinal TB in a 51-year-gentleman who got diagnosed in the course of treatment for a suspected carcinoma colon.
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Affiliation(s)
- Sagar Panthi
- Corresponding address: Department of General Surgery, B. P. Koirala Institute of Health Sciences, Dharan, 56700, Nepal. Tel: +977-9867116661; E-mail:
| | - Pradeep Khatiwada
- Department of General Surgery, B. P. Koirala Institute of Health Sciences, Dharan, Province 1, Nepal
| | - Seema Adhikari
- Department of General Surgery, B. P. Koirala Institute of Health Sciences, Dharan, Province 1, Nepal
| | - Rochana Acharya
- Department of General Surgery, B. P. Koirala Institute of Health Sciences, Dharan, Province 1, Nepal
| | - Durga Neupane
- Department of General Surgery, B. P. Koirala Institute of Health Sciences, Dharan, Province 1, Nepal
| | - Ananta Sharma
- Department of General Surgery, B. P. Koirala Institute of Health Sciences, Dharan, Province 1, Nepal
| | - Pramodman Singh Yadav
- Department of General Surgery, B. P. Koirala Institute of Health Sciences, Dharan, Province 1, Nepal
| | - Padmini Yadav
- Department of General Surgery, B. P. Koirala Institute of Health Sciences, Dharan, Province 1, Nepal
| | - Raksha Bhattarai
- Department of General Surgery, B. P. Koirala Institute of Health Sciences, Dharan, Province 1, Nepal
| | - Bhawani Khanal
- Department of General Surgery, B. P. Koirala Institute of Health Sciences, Dharan, Province 1, Nepal
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Björkman K, Mustonen H, Kaprio T, Kekki H, Pettersson K, Haglund C, Böckelman C. CA125: A superior prognostic biomarker for colorectal cancer compared to CEA, CA19-9 or CA242. Tumour Biol 2021; 43:57-70. [PMID: 33935125 DOI: 10.3233/tub-200069] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
OBJECTIVES The tumor stage represents the single most important prognostic factor for colorectal cancer (CRC), although more accurate prognostics remain much needed. Previously, we identified CA125 as an independent significant prognostic factor, which we have further validated along with CEA, CA19-9, and CA242 in a large cohort of CRC patients. METHODS Using enzyme-linked immunosorbent assays, we analyzed preoperative serum samples in 322 CRC patients operated on between 1998 and 2003. RESULTS Using the Spearman's rho model, we calculated the correlation between our previous findings on MUC16 and CA125, for which the correlation coefficient was 0.808 (p < 0.001). The Cox regression analysis of the linear and logarithmic values of CEA, CA125, CA242, and CA19-9 identified only CA125 (hazard ratio [HR] 1.03; 95% confidence interval [95% CI] 1.02-1.04; p < 0.001) as significant when using the linear values. Survival among CRC patients with a high CA125 level was poor compared with CRC patients with a low CA125 level (HR 2.48; 95% CI 1.68-3.65; p < 0.001). In subgroup analyses, patients with high CA125 levels and aged ≤67 or >67, with stage I-II or III-IV, and both colon and rectal cancer exhibited poor prognoses. In the multivariate analysis, we used clinical pathological variables in the model, where age, gender, and stage served as the background characteristics. We dichotomized CA125 using the Youden maximal cutoff point, and the median values for CEA, CA19-9, and CA242. CA125 emerged as the only marker remaining significant and independent together with stage, location, and age (HR 1.91; 95% CI 1.24-2.95; p 0.003). CONCLUSIONS CA125 represents a significant and independent prognostic factor in CRC patients, superior to CEA. Furthermore, CA242 served as a better prognostic marker than both CEA and CA19-9. We recommend including both CA125 and CA242 in prognostic clinical trials among CRC patients.
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Affiliation(s)
- Kajsa Björkman
- Research Programs Unit, Translational Cancer Medicine, University of Helsinki, Helsinki, Finland
| | - Harri Mustonen
- Research Programs Unit, Translational Cancer Medicine, University of Helsinki, Helsinki, Finland
| | - Tuomas Kaprio
- Research Programs Unit, Translational Cancer Medicine, University of Helsinki, Helsinki, Finland
| | - Henna Kekki
- MediCity and Institute of Biomedicine, University of Turku, Finland
| | - Kim Pettersson
- MediCity and Institute of Biomedicine, University of Turku, Finland
| | - Caj Haglund
- Research Programs Unit, Translational Cancer Medicine, University of Helsinki, Helsinki, Finland.,Department of Surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Camilla Böckelman
- Research Programs Unit, Translational Cancer Medicine, University of Helsinki, Helsinki, Finland.,Department of Surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
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Bonnamy J. Holding Multiple Identities: a Personal Narrative of Young Onset Colorectal Cancer. JOURNAL OF CANCER EDUCATION : THE OFFICIAL JOURNAL OF THE AMERICAN ASSOCIATION FOR CANCER EDUCATION 2020; 35:1261-1266. [PMID: 32270373 DOI: 10.1007/s13187-020-01740-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
This is a personal narrative of my experience as a young man diagnosed with colorectal cancer. It is an exploration of the tension between multiple identities, including a clinical nurse specialist, academic and oncology patient. Young patients with colorectal cancer face particular challenges. They are often diagnosed with more advanced and poorly differentiated cancers. Research around young onset colorectal cancer is controversial, with some studies suggesting poorer survival. Although there is research in this area, there are few qualitative accounts that describe raw, honest and diverse narratives of colorectal cancer experiences, especially in young people. Writing personal narratives is a powerful experience, it has allowed me to tell my story to the world and given me time to reflect and make sense of my new reality. Although this journey has forced me to let go of my old identity, and embrace a new and challenging existence, the truth is that being diagnosed with cancer stinks. Writing this narrative is an uncomfortable process, punctuated with truths that are difficult to speak. However, sharing my story has provided a platform for self-exploration, a safe space to narrate my experience with cancer in the hope that it helps other clinicians, researchers and patients.
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Affiliation(s)
- James Bonnamy
- School of Nursing and Midwifery, Monash University, 47-49 Moorooduc Highway, Frankston, Victoria, 3199, Australia.
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Circulating Tumour DNAs and Non-Coding RNAs as Liquid Biopsies for the Management of Colorectal Cancer Patients. GASTROINTESTINAL DISORDERS 2020. [DOI: 10.3390/gidisord2030022] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Circulating tumour DNAs and non-coding RNAs present in body fluids have been under investigation as tools for cancer diagnosis, disease monitoring, and prognosis for many years. These so-called liquid biopsies offer the opportunity to obtain information about the molecular make-up of a cancer in a minimal invasive way and offer the possibility to implement theranostics for precision oncology. Furthermore, liquid biopsies could overcome the limitations of tissue biopsies in capturing the complexity of tumour heterogeneity within the primary cancer and among different metastatic sites. Liquid biopsies may also be implemented to detect early tumour formation or to monitor cancer relapse of response to therapy with greater sensitivity compared with the currently available protein-based blood biomarkers. Most colorectal cancers are often diagnosed at late stages and have a high mortality rate. Hence, biomolecules as nucleic acids present in liquid biopsies might have prognostic potential and could serve as predictive biomarkers for chemotherapeutic regimens. This review will focus on the role of circulating tumour DNAs and non-coding RNAs as diagnostic, prognostic, and predictive biomarkers in the context of colorectal cancer.
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12
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Ali Khan M, Maken RN, Nisar H, Fatima I, Khan IU, Masood M, Shahid AB. THE Role of Preoperative carcinoembryonic antigen in recurrence of resectable colorectal carcinoma. Acta Clin Croat 2020; 59:216-222. [PMID: 33456107 PMCID: PMC7808221 DOI: 10.20471/acc.2020.59.02.03] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
In colorectal carcinoma, carcinoembryonic antigen (CEA) is a recommended marker for surveillance after curative resection. The aim of the present study was to determine the association of preoperative CEA with recurrence of colorectal carcinoma in our population. The study included 55 patients with all operable stages of colorectal adenocarcinoma treated during the 2012-2014 period, evaluated retrospectively and followed-up for recurrence for 2 years. Data on the baseline (preoperative) CEA levels were retrieved from patient files. On data analysis, SPSS 16.0 was used. In patients with normal preoperative CEA, the rate of recurrence was significantly low (p=0.008) and the likelihood of no recurrence 1.55-fold greater as compared to patients with raised initial CEA levels (p=0.028). In patients with raised preoperative CEA, the risk of recurrence was 5.26-fold greater as compared to those with normal CEA levels (p=0.028). A significant weak positive correlation (rs=0.297) was found between raised CEA and recurrence. A highly significant (p=0.002) moderate positive correlation was recorded in patients aged <50 and moderate positive correlation of borderline significance in males (rs=0.324, p=0.058). Sensitivity was 94.4% and specificity 32.4% in predicting recurrence. Accordingly, preoperative elevated CEA showed a significant weak positive correlation with recurrence while normal preoperative CEA moderately decreased the likelihood of recurrence.
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Affiliation(s)
| | - Rab Nawaz Maken
- 1Institute of Nuclear Medicine and Oncology (INMOL), Lahore, Pakistan; 2Pakistan Institute of Engineering and Applied Sciences (PIEAS), Islamabad, Pakistan
| | - Hasan Nisar
- 1Institute of Nuclear Medicine and Oncology (INMOL), Lahore, Pakistan; 2Pakistan Institute of Engineering and Applied Sciences (PIEAS), Islamabad, Pakistan
| | - Ismat Fatima
- 1Institute of Nuclear Medicine and Oncology (INMOL), Lahore, Pakistan; 2Pakistan Institute of Engineering and Applied Sciences (PIEAS), Islamabad, Pakistan
| | - Irfan Ullah Khan
- 1Institute of Nuclear Medicine and Oncology (INMOL), Lahore, Pakistan; 2Pakistan Institute of Engineering and Applied Sciences (PIEAS), Islamabad, Pakistan
| | - Misbah Masood
- 1Institute of Nuclear Medicine and Oncology (INMOL), Lahore, Pakistan; 2Pakistan Institute of Engineering and Applied Sciences (PIEAS), Islamabad, Pakistan
| | - Abu Baker Shahid
- 1Institute of Nuclear Medicine and Oncology (INMOL), Lahore, Pakistan; 2Pakistan Institute of Engineering and Applied Sciences (PIEAS), Islamabad, Pakistan
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13
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Xu Y, Ju L, Tong J, Zhou CM, Yang JJ. Machine Learning Algorithms for Predicting the Recurrence of Stage IV Colorectal Cancer After Tumor Resection. Sci Rep 2020; 10:2519. [PMID: 32054897 PMCID: PMC7220939 DOI: 10.1038/s41598-020-59115-y] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Accepted: 01/22/2020] [Indexed: 11/08/2022] Open
Abstract
The aim of this study is to explore the feasibility of using machine learning (ML) technology to predict postoperative recurrence risk among stage IV colorectal cancer patients. Four basic ML algorithms were used for prediction-logistic regression, decision tree, GradientBoosting and lightGBM. The research samples were randomly divided into a training group and a testing group at a ratio of 8:2. 999 patients with stage 4 colorectal cancer were included in this study. In the training group, the GradientBoosting model's AUC value was the highest, at 0.881. The Logistic model's AUC value was the lowest, at 0.734. The GradientBoosting model had the highest F1_score (0.912). In the test group, the AUC Logistic model had the lowest AUC value (0.692). The GradientBoosting model's AUC value was 0.734, which can still predict cancer progress. However, the gbm model had the highest AUC value (0.761), and the gbm model had the highest F1_score (0.974). The GradientBoosting model and the gbm model performed better than the other two algorithms. The weight matrix diagram of the GradientBoosting algorithm shows that chemotherapy, age, LogCEA, CEA and anesthesia time were the five most influential risk factors for tumor recurrence. The four machine learning algorithms can each predict the risk of tumor recurrence in patients with stage IV colorectal cancer after surgery. Among them, GradientBoosting and gbm performed best. Moreover, the GradientBoosting weight matrix shows that the five most influential variables accounting for postoperative tumor recurrence are chemotherapy, age, LogCEA, CEA and anesthesia time.
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Affiliation(s)
- Yucan Xu
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Lingsha Ju
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Jianhua Tong
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Cheng-Mao Zhou
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Henan, China.
| | - Jian-Jun Yang
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Henan, China.
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14
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Halilovic E, Rasic I, Sofic A, Mujic A, Rovcanin A, Hodzic E, Kulovic E. The Importance of Determining Preoperative Serum Concentration of Carbohydrate Antigen 19-9 and Carcinoembryonic Antigen in Assessing the Progression of Colorectal Cancer. Med Arch 2020; 74:346-349. [PMID: 33424087 PMCID: PMC7780757 DOI: 10.5455/medarh.2020.74.346-349] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
Introduction Many evidence indicates that Carcinoembryonic antigen (CEA) and Carbohydrate antigen 19-9 (CA 19-9) have strong reactivity with tumor cells and may serve as a useful marker in identifying patients with colorectal cancer (CRC). Objectives The goal of this study was to evaluate the relationship between preoperative concentration of serum levels of CEA and CA 19-9 and progression of colorectal cancer. Methods The retrospective study included 80 patients operated for colorectal cancer at the Clinic for General and Abdominal Surgery, Clinical Center of University of Sarajevo, from 2013 to 2018. The following clinical and laboratory parameters were observed: age, sex, preoperatively measured concentrations of CEA and CA 19-9 antigens, CRC localization, postoperative histopathological findings and CRC stage (TNM classification). All of the data above were processed by relevant statistical methods, with an accepted level of statistical significance of p <0.05. Results The highest serum levels of CEA and CA 19-9 were observed in stage IV of CRC. Average CEA and CA 19-9 values did not differ significantly between tumor stages (p>0.05). Preoperatively measured serum concentrations of CEA and CA 19-9 in patients with CRC were significantly correlated (rho = 0.328, p = 0.001). An increase in the depth of tumor invasion of the intestinal wall tumor (pT) is followed by an increase in the serum value of the CEA marker, but this ratio was not statistically significant (rho=0.194, p=0.080), while the relationship between depth of intestinal wall invasion and serum level of CA 19-9 was significantly positive correlation (rho = 0.252, p = 0.024). However, the linear regression analysis model showed that serum levels of CEA and CA 19-9 could not be predictors of CRC stage and depth of tumor invasion of the intestinal wall (p> 0.05). Conclusion Preoperatively measured serum values of CEA and CA 19-9 cannot indicate the specific stage and histopathological size of the CRC.
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Affiliation(s)
- Emsad Halilovic
- Clinic for General and Abdominal Surgery. University Clinical Center Sarajevo (UCCS), Sarajevo, Bosnia and Herzegovina
| | - Ismar Rasic
- Department of Surgery, General Hospital "Prim. dr. Abdulah Nakas", Sarajevo, Bosnia and Herzegovina
| | - Amina Sofic
- Clinic for Anesthesiology and Intensive Care Medicine, Klinikum Kulmbach, Kulmbach. Germany
| | - Alma Mujic
- Department of Anesthesiology, Reanimation and Intensive Care, General Hospital Travnik, Travnik Bosnia and Herzegovina
| | - Ajdin Rovcanin
- Clinic for General and Abdominal Surgery. University Clinical Center Sarajevo (UCCS), Sarajevo, Bosnia and Herzegovina
| | - Edin Hodzic
- Clinic for General and Abdominal Surgery. University Clinical Center Sarajevo (UCCS), Sarajevo, Bosnia and Herzegovina
| | - Edin Kulovic
- Clinic for General and Abdominal Surgery. University Clinical Center Sarajevo (UCCS), Sarajevo, Bosnia and Herzegovina
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15
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Bhardwaj M, Weigl K, Tikk K, Benner A, Schrotz-King P, Brenner H. Multiplex screening of 275 plasma protein biomarkers to identify a signature for early detection of colorectal cancer. Mol Oncol 2019; 14:8-21. [PMID: 31652396 PMCID: PMC6944100 DOI: 10.1002/1878-0261.12591] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Revised: 10/09/2019] [Accepted: 10/24/2019] [Indexed: 02/06/2023] Open
Abstract
Blood-based protein biomarkers may be an attractive option for early detection of colorectal cancer (CRC). Here, we used a two-stage design to measure 275 protein markers by proximity extension assay (PEA), first in plasma samples of a discovery set consisting of 98 newly diagnosed CRC cases and 100 age- and gender-matched controls free of neoplasm at screening colonoscopy. An algorithm predicting the presence of early- or late-stage CRC was derived by least absolute shrinkage and selection operator regression with .632+ bootstrap method, and the algorithms were then validated using PEA again in an independent validation set consisting of participants of screening colonoscopy with and without CRC (n = 56 and 102, respectively). Three different signatures for all-, early-, and late-stage CRC consisting of 9, 12, and 11 protein markers were obtained in the discovery set with areas under the curves (AUCs) after .632 + bootstrap adjustment of 0.92, 0.91, and 0.96, respectively. External validation among participants of screening colonoscopy yielded AUCs of 0.76 [95% confidence interval (95% CI), 0.67-0.84], 0.75 (95% CI, 0.62-0.87), and 0.80 (95% CI, 0.68-0.89) for all-, early-, and late-stage CRC, respectively. Although the identified protein markers are not competitive with the best available stool tests, these proteins may contribute to the development of powerful blood-based tests for CRC early detection in the future.
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Affiliation(s)
- Megha Bhardwaj
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany.,Medical Faculty Heidelberg, University of Heidelberg, Germany
| | - Korbinian Weigl
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Kaja Tikk
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Axel Benner
- Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Petra Schrotz-King
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Hermann Brenner
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany.,Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
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16
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Iwano J, Shinmi D, Masuda K, Murakami T, Enokizono J. Impact of Different Selectivity between Soluble and Membrane-bound Forms of Carcinoembryonic Antigen (CEA) on the Target-mediated Disposition of Anti-CEA Monoclonal Antibodies. Drug Metab Dispos 2019; 47:1240-1246. [PMID: 31533926 DOI: 10.1124/dmd.119.088179] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Accepted: 08/22/2019] [Indexed: 01/13/2023] Open
Abstract
Carcinoembryonic antigen (CEA) is a tumor-specific antigen overexpressed in multiple cancers. CEA is expressed as a membrane protein, a part of which is cleaved from the cell membrane and secreted into blood. The soluble form of CEA (sCEA) has been shown to accelerate the clearance of anti-CEA antibody, which limits the antibody distribution in the tumor. To overcome this issue, we developed an anti-CEA monoclonal antibody, 15-1-32, which shows a strong affinity for membrane-bound CEA (mCEA) and relatively weak affinity for sCEA. In this study, we compared the effect of sCEA on the pharmacokinetics of 15-1-32 in mice with that of another anti-CEA monoclonal antibody, labetuzumab, showing less selectivity to mCEA than 15-1-32. As expected, the effect of sCEA on the serum concentration of 15-1-32 was much smaller than that of labetuzumab. The decrease in the area under the curve (AUC) of serum concentration was 22.5% for 15-1-32 when it was coadministered with sCEA, while that of labetuzumab was 79.9%. We also compared the pharmacokinetics of these two antibodies in CEA-positive tumor-bearing mice. The AUCs of 15-1-32 and labetuzumab were decreased in tumor-bearing mice compared with non-tumor-bearing mice to a similar extent (approximately 40% decrease). These results suggested that mCEA also contributes to the clearance of anti-CEA antibodies in CEA-positive tumor-bearing mice. Although the increased selectivity to mCEA minimized the effect of sCEA on the pharmacokinetics of 15-1-32, it may be insufficient to improve the pharmacokinetics in CEA-positive cancer patients. SIGNIFICANCE STATEMENT: Because previous studies reported the rapid clearance of anti-CEA antibodies mediated by soluble CEA, we obtained a monoclonal antibody, 15-1-32, selective to membrane-bound CEA and evaluated the effects of CEA on its pharmacokinetics. Although the effect of soluble CEA on the serum concentration of 15-1-32 was very small, the clearance of 15-1-32 in CEA-positive tumor-bearing mice was still rapid, suggesting membrane-bound CEA also contributes to the clearance of anti-CEA antibodies. These results indicated that increasing selectivity to membrane-bound CEA is not enough to improve the pharmacokinetics of anti-CEA antibody.
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Affiliation(s)
- Junko Iwano
- Nucleic Acid Medicine Research Laboratories, Research Functions Unit, R&D Division (J.I.), Bio Process Research and Development Laboratories, Production Division (D.S.), Oncology Research Laboratories, Oncology R&D Unit, R&D Division (K.M.), and Pharmacokinetics Research Laboratories, Translational Research Unit, R&D Division (J.E.), Kyowa Hakko Kirin Co., Ltd., Tokyo; and Department of Microbiology, Faculty of Medicine, Saitama Medical University, Saitama (T.M.), Japan
| | - Daisuke Shinmi
- Nucleic Acid Medicine Research Laboratories, Research Functions Unit, R&D Division (J.I.), Bio Process Research and Development Laboratories, Production Division (D.S.), Oncology Research Laboratories, Oncology R&D Unit, R&D Division (K.M.), and Pharmacokinetics Research Laboratories, Translational Research Unit, R&D Division (J.E.), Kyowa Hakko Kirin Co., Ltd., Tokyo; and Department of Microbiology, Faculty of Medicine, Saitama Medical University, Saitama (T.M.), Japan
| | - Kazuhiro Masuda
- Nucleic Acid Medicine Research Laboratories, Research Functions Unit, R&D Division (J.I.), Bio Process Research and Development Laboratories, Production Division (D.S.), Oncology Research Laboratories, Oncology R&D Unit, R&D Division (K.M.), and Pharmacokinetics Research Laboratories, Translational Research Unit, R&D Division (J.E.), Kyowa Hakko Kirin Co., Ltd., Tokyo; and Department of Microbiology, Faculty of Medicine, Saitama Medical University, Saitama (T.M.), Japan
| | - Takashi Murakami
- Nucleic Acid Medicine Research Laboratories, Research Functions Unit, R&D Division (J.I.), Bio Process Research and Development Laboratories, Production Division (D.S.), Oncology Research Laboratories, Oncology R&D Unit, R&D Division (K.M.), and Pharmacokinetics Research Laboratories, Translational Research Unit, R&D Division (J.E.), Kyowa Hakko Kirin Co., Ltd., Tokyo; and Department of Microbiology, Faculty of Medicine, Saitama Medical University, Saitama (T.M.), Japan
| | - Junichi Enokizono
- Nucleic Acid Medicine Research Laboratories, Research Functions Unit, R&D Division (J.I.), Bio Process Research and Development Laboratories, Production Division (D.S.), Oncology Research Laboratories, Oncology R&D Unit, R&D Division (K.M.), and Pharmacokinetics Research Laboratories, Translational Research Unit, R&D Division (J.E.), Kyowa Hakko Kirin Co., Ltd., Tokyo; and Department of Microbiology, Faculty of Medicine, Saitama Medical University, Saitama (T.M.), Japan
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17
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Peng J, Ou Q, Pan Z, Zhang R, Zhao Y, Deng Y, Lu Z, Zhang L, Li C, Zhou Y, Guo J, Wan D, Fang Y. Serum CNPY2 isoform 2 represents a novel biomarker for early detection of colorectal cancer. Aging (Albany NY) 2019; 10:1921-1931. [PMID: 30070972 PMCID: PMC6128441 DOI: 10.18632/aging.101512] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Accepted: 07/27/2018] [Indexed: 02/06/2023]
Abstract
Since early diagnosis is very important for treating CRC, we decided to detect peripheral serum canopy fibroblast growth factor signaling regulator 2 (CNPY2) isoform 2 to verify its diagnostic value for CRC patients. Serum samples were collected from 430 CRC patients and 201 healthy controls. Enzyme-linked immunosorbent assay (ELISA) detection kits for CNPY2 isoform 2 were generated and then applied to measure serum CNPY2 isoform 2 concentrations. Serum carcinoembryonic antigen (CEA) and carbohydrate antigen 19-9 (CA19-9) were also measured. The median serum CNPY2 isoform 2 concentrations in all CRC patients were significantly higher than those in the healthy control group (all P<0.001). Those with stage I CRC presented the highest area under the receiver operating characteristic curve (AUC) for CNPY2 isoform 2 [0.707, 95% confidence interval (CI): 0.649-0.765, P<0.001]. The diagnostic efficiency of the combination of CNPY2 isoform 2, CEA and CA19-9 was significantly higher than that of each biomarker detected separately (all P<0.0167). Serum CNPY2 isoform 2 may be a valuable biomarker for the early detection of CRC and presents an improvement in the diagnostic efficiency by combination of CEA and CA19-9.
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Affiliation(s)
- Jianhong Peng
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| | - Qingjian Ou
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China.,Department of Experimental Research, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| | - Zhizhong Pan
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| | - Rongxin Zhang
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| | - Yujie Zhao
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| | - Yuxiang Deng
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| | - Zhenhai Lu
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| | - Lin Zhang
- Department of Clinical Laboratory Medicine, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| | - Caixia Li
- School of Mathematics and Computational Science Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Yaxian Zhou
- Senboll Biotechnology Co., Ltd., Pingshan Bio-Pharmacy Business Accelerator, Pingshan District, Shenzhen, Guangdong 518000, P. R. China
| | - Jian Guo
- Senboll Biotechnology Co., Ltd., Pingshan Bio-Pharmacy Business Accelerator, Pingshan District, Shenzhen, Guangdong 518000, P. R. China
| | - Desen Wan
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| | - Yujing Fang
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China.,Department of Experimental Research, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
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18
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Hachiya H, Ishizuka M, Takagi K, Iwasaki Y, Shibuya N, Nishi Y, Aoki T, Kubota K. Clinical significance of the globulin-to-albumin ratio for prediction of postoperative survival in patients with colorectal cancer. Ann Gastroenterol Surg 2018; 2:434-441. [PMID: 30460347 PMCID: PMC6236099 DOI: 10.1002/ags3.12201] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Revised: 07/04/2018] [Accepted: 07/24/2018] [Indexed: 02/06/2023] Open
Abstract
AIM A previous study has revealed that the albumin/globulin ratio (GAR) before treatment is a predictor of cancer-specific survival in patients with colorectal cancer (CRC). The aim of the present study was to investigate the clinical significance of GAR for prediction of postoperative survival in patients with CRC. METHODS Nine hundred and forty-one patients who had undergone elective CRC surgery were enrolled. Uni- and multivariate analysis models were performed to detect the clinical characteristics that were most closely associated with overall survival (OS). All recommended cutoff values were defined using receiver operating characteristic curve (ROC) analyses. Kaplan-Meier analysis was used to compare the OS curves between the high GAR (GAR > 0.83) and low GAR (GAR ≤ 0.83) groups. RESULTS Multivariate analysis using eight clinical characteristics selected by univariate analyses showed that the GAR was associated with OS (>0.83/≤0.83) (hazard ratio [HR], 1.979; 95% CI, 1.321-2.966; P = 0.001) along with carcinoembryonic antigen (CEA; >8.7/≤8.7, ng/mL; HR, 2.319; 95% CI, 1.569-3.428; P < 0.001), carbohydrate antigen 19-9 (CA19-9; >18.5/≤18.5, U/mL; HR, 1.727; 95% CI, 1.178-2.532; P = 0.005), and the neutrophil-to-lymphocyte ratio (NLR; >2.9/≤2.9; HR, 2.132; 95% CI, 1.454-3.126; P < 0.001), and the area under the ROC (AUROC) curve revealed that the GAR had the largest AUROC among these four clinical characteristics (GAR 0.711 > CEA 0.698 > CA19-9 0.676 > NLR 0.635). A significant difference in OS was observed between patients with low GAR and those with high GAR (P < 0.001). CONCLUSION Globulin-to-albumin ratio is a useful predictor of postoperative survival in patients with CRC.
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Affiliation(s)
- Hiroyuki Hachiya
- Second Department of SurgeryDokkyo Medical UniversityTochigiJapan
| | - Mitsuru Ishizuka
- Second Department of SurgeryDokkyo Medical UniversityTochigiJapan
| | - Kazutoshi Takagi
- Second Department of SurgeryDokkyo Medical UniversityTochigiJapan
| | - Yoshimi Iwasaki
- Second Department of SurgeryDokkyo Medical UniversityTochigiJapan
| | - Norisuke Shibuya
- Second Department of SurgeryDokkyo Medical UniversityTochigiJapan
| | - Yusuke Nishi
- Second Department of SurgeryDokkyo Medical UniversityTochigiJapan
| | - Taku Aoki
- Second Department of SurgeryDokkyo Medical UniversityTochigiJapan
| | - Keiichi Kubota
- Second Department of SurgeryDokkyo Medical UniversityTochigiJapan
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19
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Badr EAE, Ali Assar MF, Gohar SF, Badr MH, Hathout RM, El-Kousy SM. The clinical impact of miRNA34a and P53 gene expression in colon cancer. Biochem Biophys Rep 2018; 16:88-95. [PMID: 30377673 PMCID: PMC6202666 DOI: 10.1016/j.bbrep.2018.10.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2018] [Revised: 08/22/2018] [Accepted: 10/05/2018] [Indexed: 12/12/2022] Open
Abstract
Objective To study the potential role of miRNA34a gene expression and its relationship with P53 gene expression, fate, stage, metastasis and overall survival of colorectal cancer. Patients and methods This study was carried out 30 patients with colon adenocarcinoma, 30 patients with benign colon polyp and 30 apparently healthy persons served as controls. All participants were subjected to full history taking, general clinical examination. Complete blood count, liver and kidney function, determination of serum tumor markers were done. Estimation of microRNA 34a and P53 Gene expression by real-time PCR were done. Results There was a significant negative relationship between serum tumor markers and micro RNA 34a gene expression in cancer patients. Also, there was a statistically significant positive relationship between miRNA34a gene expression and P53 gene expression in both patients groups. The diagnostic accuracy of miRNA34a gene expression was both sensitive and specific for colon cancer. MiRNA34a and P53 gene expression had statistically significant relation with tumor stage and presence of metastases. Conclusion It can be concluded that the level of miRNA34a can be used to differentiate between colon cancers and begin adenomas. MiRNA34a can be used as a prognostic marker in colon cancer. MiRNA34a has an important role in colon cancer. Presence of correlation between P53 and miRNA34a gene expression. MiRNA34a can be used as a prognostic marker in colon cancer. MiRNA34a can be used to differentiate between colon cancer and benign adenoma.
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Affiliation(s)
- Eman A E Badr
- Department of Medical Biochemistry and Molecular Biology, Faculty of Medicine - Menoufia University, Egypt
| | - Mohamed Farag Ali Assar
- Department of Chemistry, Biochemistry Division, Faculty of science - Menoufia University, Egypt
| | - Suzy F Gohar
- Department of Clinical Oncology, Faculty of Medicine - Menoufia University, Egypt
| | - Mohamed Hamdy Badr
- Department of Internal Medicine, Faculty of Medicine - Menoufia University, Egypt
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20
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Zheng J, Sun L, Yuan W, Xu J, Yu X, Wang F, Sun L, Zeng Y. Clinical value of Naa10p and
CEA
levels in saliva and serum for diagnosis of oral squamous cell carcinoma. J Oral Pathol Med 2018; 47:830-835. [PMID: 30028540 DOI: 10.1111/jop.12767] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Revised: 06/22/2018] [Accepted: 07/17/2018] [Indexed: 01/01/2023]
Affiliation(s)
- Jun Zheng
- Key Laboratory of Xinjiang Endemic and Ethnic Disease School of Medicine Shihezi University Shihezi Xinjiang China
- Department of Stomatology The First Affiliated Hospital School of Medicine Shihezi University Shihezi Xinjiang China
| | - Lichun Sun
- Key Laboratory of Xinjiang Endemic and Ethnic Disease School of Medicine Shihezi University Shihezi Xinjiang China
- Department of Stomatology The First Affiliated Hospital School of Medicine Shihezi University Shihezi Xinjiang China
| | - Wumei Yuan
- Key Laboratory of Xinjiang Endemic and Ethnic Disease School of Medicine Shihezi University Shihezi Xinjiang China
- Department of Biochemistry School of Medicine Shihezi University Shihezi Xinjiang China
| | - Jiang Xu
- Key Laboratory of Xinjiang Endemic and Ethnic Disease School of Medicine Shihezi University Shihezi Xinjiang China
- Department of Stomatology The First Affiliated Hospital School of Medicine Shihezi University Shihezi Xinjiang China
| | - Xinle Yu
- Key Laboratory of Xinjiang Endemic and Ethnic Disease School of Medicine Shihezi University Shihezi Xinjiang China
- Department of Stomatology The First Affiliated Hospital School of Medicine Shihezi University Shihezi Xinjiang China
| | - Fazhan Wang
- Key Laboratory of Xinjiang Endemic and Ethnic Disease School of Medicine Shihezi University Shihezi Xinjiang China
- Department of Biochemistry School of Medicine Shihezi University Shihezi Xinjiang China
| | - Lisha Sun
- Central Laboratory Peking University School and Hospital of Stomatology Beijing China
| | - Yan Zeng
- Key Laboratory of Xinjiang Endemic and Ethnic Disease School of Medicine Shihezi University Shihezi Xinjiang China
- Department of Biochemistry School of Medicine Shihezi University Shihezi Xinjiang China
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21
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Lu J, Wang H, Zhang X, Yu X. HbA1c is Positively Associated with Serum Carcinoembryonic Antigen (CEA) in Patients with Diabetes: A Cross-Sectional Study. Diabetes Ther 2018; 9:209-217. [PMID: 29302932 PMCID: PMC5801242 DOI: 10.1007/s13300-017-0356-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2017] [Indexed: 12/13/2022] Open
Abstract
INTRODUCTION To explore the influence of glycemic levels on the serum carcinoembryonic antigen (CEA) levels in patients with diabetes. METHODS This is a cross-sectional study. Patients with diabetes aged 18-75 years old were recruited. Those patients with carcinoma, abnormal renal function (serum creatinine ≥ 115 μmol/l), and abnormal hepatic function (serum alanine aminotransferase ≥ 97.5 U/l) were excluded in this study. Blood samples were obtained from every patient after an overnight fasting, and CEA was determined using a chemiluminescent particle immunoassay. RESULTS A total of 324 patients with type 1 diabetes and 3019 patients with type 2 diabetes were included in this study. Patients with type 1 diabetes had higher levels of HbA1c (9.5% vs. 8.7%) and CEA (2.79 vs. 2.34 ng/ml), but lower fasting C peptide (0.72 vs. 1.71 ng/ml) than those with type 2 diabetes (all P < 0.001). Data indicated that CEA was higher in patients with smoking, drinking, older age, higher levels of HbA1c, and lower level of fasting C peptide (all P < 0.05). Multiple linear regression analysis indicated that CEA was independently associated with smoking, age, BMI, and HbA1c (all P < 0.05). CONCLUSION HbA1c was positively associated with the levels of CEA in patients with diabetes. More studies are warranted to investigate whether elevated CEA is associated with increased carcinoma risk in patients with diabetes.
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Affiliation(s)
- Jun Lu
- Department of Endocrinology and Metabolism, Shanghai University of Medicine and Health Sciences Affiliated Fengxian Hospital, Shanghai, China
- Department of Comprehensive Diagnosis and Treatment for Diabetes, Shanghai University of Medicine and Health Sciences Affiliated Fengxian Hospital, Shanghai, China
| | - Hongtao Wang
- Department of Endocrinology and Metabolism, Shanghai University of Medicine and Health Sciences Affiliated Fengxian Hospital, Shanghai, China
- Department of Comprehensive Diagnosis and Treatment for Diabetes, Shanghai University of Medicine and Health Sciences Affiliated Fengxian Hospital, Shanghai, China
| | - Xueli Zhang
- Department of Comprehensive Diagnosis and Treatment for Diabetes, Shanghai University of Medicine and Health Sciences Affiliated Fengxian Hospital, Shanghai, China.
| | - Xuemei Yu
- Department of Endocrinology and Metabolism, Shanghai University of Medicine and Health Sciences Affiliated Fengxian Hospital, Shanghai, China.
- Department of Comprehensive Diagnosis and Treatment for Diabetes, Shanghai University of Medicine and Health Sciences Affiliated Fengxian Hospital, Shanghai, China.
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Zhou L, Rui JA, Wang SB, Chen SG, Qu Q. Carbohydrate Antigen 19-9 Increases the Predictive Efficiency of a-Fetoprotein for Prognosis of Resected Hepatocellular Carcinoma. Am Surg 2018. [DOI: 10.1177/000313481808400126] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Serum α-fetoprotein (AFP) is a classical biomarker for both diagnosis and prognosis of hepatocellular carcinoma (HCC). However, its predictive efficiency for prognosis remains unsatisfactory. This study explores whether integrating AFP and carbohydrate antigen (CA) 19-9/carcinoembryonic antigen (CEA) increase its prognostic efficiency in HCC. A total of 67 HCC patients with complete record of AFP, CA19-9, and CEA, who underwent radical hepatectomy, were included. The sole and combined evaluations for prognostic significance of the three markers were performed. In the first, it was found by one-factor analysis that AFP was a univariate prognostic indicator for disease-free survival, but not overall survival, whereas CEA and CA19-9 were not statistically significant, although the latter was of marginally predictive significance for disease-free survival. Subsequently, it was revealed that combined evaluation of AFP and CA19-9, rather than AFP and CEA, distinguished overall and disease-free survival more effectively, compared with single ones. However, this combination was not significant in multivariate Cox regression analysis, thus needing further validation, especially in large-scale prospective investigations. The addition of vascular invasion to AFP/CA19-9 combination might provide enhanced predictive power for disease-free survival. Collectively, these results preliminarily suggest that CA19-9 increases the predictive efficiency of AFP for prognosis of HCC after resection.
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Affiliation(s)
- Li Zhou
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, China
| | - Jing-An Rui
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, China
| | - Shao-Bin Wang
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, China
| | - Shu-Guang Chen
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, China
| | - Qiang Qu
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, China
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Kojo K, Katoh H, Naito M, Yamashita K, Nakamura T, Sato T, Yamanashi T, Watanabe M. Lymphatic Permeation Predicts Systemic Recurrence in Combination with Vascular Involvement in Laparoscopically Resected N0 Colon Cancer. Am Surg 2017. [DOI: 10.1177/000313481708301225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
High-risk patient selection is required in N0 colon cancer. Although a number of studies have suggested high-risk clinicopathological predictors, most of these are based on analyses in heterogeous patients in terms of surgical procedures. Laparoscopic surgery for colon cancer is becoming a standard procedure worldwide because of its less invasiveness. Accordingly, we aimed to identify bona fide high-risk factors of recurrence in homogeneous N0 patients who underwent laparoscopic surgery. Two hundred and twenty-five patients who underwent laparoscopic curative resection for N0 colon cancer were analyzed. Clinicopathological parameters were tested for their relation to survival. The 5-year recurrence-free survival rate (RFS) was 96.1 per cent. Lymphatic involvement (P < 0.001), vascular involvement (P = 0.007), and size of tumor (P = 0.023) were significantly associated with worse prognosis in the univariate analyses. Lymphatic involvement was the independent prognostic factor associated with RFS in the multivariate analysis (P = 0.013). Importantly, lymphatic involvement predicts detrimental prognosis only when vascular involvement is present. The RFS of the patients with both lymphatic and vascular involvement was 88.9 per cent, whereas it was 100 per cent in the counterpart. Differentiation, vascular involvement preoperative carcinoembryonic antigen, and CA 19-9 levels were significantly associated with lymphatic involvement in a multivariate logistic regression analyses. The present study concludes that lymphatic involvement in the presence of vascular involvement may be a high risk for systemic recurrence in the laparoscopically resected N0 colon cancer.
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Affiliation(s)
- Ken Kojo
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Hiroshi Katoh
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Masanori Naito
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Keishi Yamashita
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Takatoshi Nakamura
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Takeo Sato
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Takahiro Yamanashi
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Masahiko Watanabe
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
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24
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Yu Z, Chen Z, Wu J, Li Z, Wu Y. Prognostic value of pretreatment serum carbohydrate antigen 19-9 level in patients with colorectal cancer: A meta-analysis. PLoS One 2017; 12:e0188139. [PMID: 29141049 PMCID: PMC5687748 DOI: 10.1371/journal.pone.0188139] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Accepted: 11/01/2017] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Carbohydrate antigen 19-9 (CA 19-9) is one of the most frequently used tumor markers for gastrointestinal cancer, particularly for diagnostic purposes. However, its value in predicting prognosis remains controversial. In this study, we sought to clarify this by conducting a meta-analysis of relevant studies. METHODS We systematically searched several databases, including PubMed, EMBASE and Web of Science for articles pertaining to the relationship between pretreatment serum CA 19-9 levels and prognosis in patients with colorectal cancer (CRC). The reported hazard ratios (HR) of overall survival (OS), disease-free survival (DFS), pooled progression-free survival (PFS) and recurrence-free survival (RFS) in the analyzed studies were compared by fixed effects/random effects models. RESULTS Seventeen studies involving 6434 patients with CRC were included in our meta-analysis. A comprehensive analysis of the collected data revealed that high serum CA 19-9 levels before treatment were significantly associated with poor OS (HR: 1.58, 95% CI: 1.36-1.83, P<0.001), DFS (HR: 1.71, 95% CI: 1.38-2.13, P<0.001), PFS (HR: 1.30,95%CI:0.93-1.82, P = 0.121) and RFS (HR: 1.43, 95% CI: 1.11-1.83, P = 0.006). This association between high pretreatment serum CA 19-9 levels and poor survival held true across different geographical regions, analysis types, methods used for HR determination, sample size, and treatment methods. CONCLUSIONS The results of this study indicate that pretreatment serum CA 19-9 level can be used as a prognostic indicator for patients with CRC.
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Affiliation(s)
- Zhan Yu
- Department of general surgery, The Third Affiliated Hospital of Soochow University, Changzhou, P.R. China
| | - Zhen Chen
- Department of Urology, The Third Affiliated Hospital of Soochow University, Changzhou, P.R. China
| | - Jian Wu
- Department of general surgery, The Third Affiliated Hospital of Soochow University, Changzhou, P.R. China
- Department of general surgery, The second people's Hospital of Jiangyin, Jiangyin, P.R. China
| | - Zhong Li
- Department of general surgery, The Third Affiliated Hospital of Soochow University, Changzhou, P.R. China
| | - Yugang Wu
- Department of general surgery, The Third Affiliated Hospital of Soochow University, Changzhou, P.R. China
- * E-mail:
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25
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Ma Z, Wu X, Xu B, Jiang H, Tang P, Yue J, Ma M, Chen C, Zhang H, Yu Z. Development of a novel biomarker model for predicting preoperative lymph node metastatic extent in esophageal squamous cell carcinoma 1. Oncotarget 2017; 8:105790-105799. [PMID: 29285292 PMCID: PMC5739679 DOI: 10.18632/oncotarget.22399] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2017] [Accepted: 10/12/2017] [Indexed: 12/12/2022] Open
Abstract
The number and range of lymph node metastasis (LNM) are critical prognostic factors in esophageal squamous cell carcinoma (ESCC). Preoperative serum biomarkers are reported to be associated with LNM. However, whether these markers can precisely predict the extent of LNM is not known. The aim of this study was to evaluate the predictive value of preoperative serum SCC-Ag, Cyfra21-1, CEA, CA19-9 and CA72-4 for LNM number and range by retrospectively investigating 577 ESCC patients undergone esophagectomy from 2007-2010. In this study, the positive rate of SCC-Ag and CA19-9 were associated with pN stage. Significant differences were found in CEA and CA19-9 between pN0-1 stage patients and pN2-3 stage patients. However, in subgroup analysis (patients with pN0-1), significant difference was found only in SCC-Ag between pN0 and pN1 stage patients (P=0.003). Middle thoracic ESCC patients were Chosen to analyze the correlation between the range of LNM and biomarkers. SCC-Ag was correlated with paraesophageal and paracardial lymph nodes, but not correlated with subcarinal and left gastric artery lymph nodes. Interestingly, the results of CEA were opposite to that of SCC-Ag. CA19-9 was associated with subcarinal and paracardial LNM (P=0.000, P=0.038). Based on the results, a model incorporated SCC-Ag, CEA and CA19-9 was constructed. The rate of patients with pN2-3 stage was 15.4% and 54.4% in group 1 and 4 of our model. In summary, SCC-Ag was associated with early lymph node metastatic stage, and CEA and CA19-9 have a close relationship with advanced lymph node metastatic stage. The model combining SCC-Ag, CEA and CA19-9 might help identify the preoperative extent of LNM for a subgroup of ESCC patients that can be benefited from neoadjuvant therapy.
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Affiliation(s)
- Zhao Ma
- Department of Esophageal Cancer, Tianjin Medical University Cancer Institute and Hospital, Key Laboratory of Prevention and Therapy of Tianjin, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center of Cancer, Tianjin, China
| | - Xianxian Wu
- Department of Esophageal Cancer, Tianjin Medical University Cancer Institute and Hospital, Key Laboratory of Prevention and Therapy of Tianjin, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center of Cancer, Tianjin, China
| | - Bo Xu
- Department of Molecular Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Hongjing Jiang
- Department of Esophageal Cancer, Tianjin Medical University Cancer Institute and Hospital, Key Laboratory of Prevention and Therapy of Tianjin, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center of Cancer, Tianjin, China
| | - Peng Tang
- Department of Esophageal Cancer, Tianjin Medical University Cancer Institute and Hospital, Key Laboratory of Prevention and Therapy of Tianjin, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center of Cancer, Tianjin, China
| | - Jie Yue
- Department of Esophageal Cancer, Tianjin Medical University Cancer Institute and Hospital, Key Laboratory of Prevention and Therapy of Tianjin, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center of Cancer, Tianjin, China
| | - Mingquan Ma
- Department of Esophageal Cancer, Tianjin Medical University Cancer Institute and Hospital, Key Laboratory of Prevention and Therapy of Tianjin, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center of Cancer, Tianjin, China
| | - Chuangui Chen
- Department of Esophageal Cancer, Tianjin Medical University Cancer Institute and Hospital, Key Laboratory of Prevention and Therapy of Tianjin, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center of Cancer, Tianjin, China
| | - Hongdian Zhang
- Department of Esophageal Cancer, Tianjin Medical University Cancer Institute and Hospital, Key Laboratory of Prevention and Therapy of Tianjin, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center of Cancer, Tianjin, China
| | - Zhentao Yu
- Department of Esophageal Cancer, Tianjin Medical University Cancer Institute and Hospital, Key Laboratory of Prevention and Therapy of Tianjin, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center of Cancer, Tianjin, China
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26
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Puik JR, Meijer LL, Le Large TY, Prado MM, Frampton AE, Kazemier G, Giovannetti E. miRNA profiling for diagnosis, prognosis and stratification of cancer treatment in cholangiocarcinoma. Pharmacogenomics 2017; 18:1343-1358. [PMID: 28832247 DOI: 10.2217/pgs-2017-0010] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2017] [Accepted: 03/24/2017] [Indexed: 12/17/2022] Open
Abstract
Cholangiocarcinoma (CCA) is a lethal malignancy originating from the biliary tract epithelium. Most patients are diagnosed at an advanced stage. Even after resection with curative intent, prognosis remains poor. Previous studies have reported the evolving role of miRNAs as novel biomarkers in cancer diagnosis, prognostication and chemotherapy response. Various miRNAs, such as miR-21, miR-26, miR-122 and miR-150, have been identified as possible blood-based biomarkers for noninvasive diagnosis of CCA. Moreover, epithelial-mesenchymal transition (EMT)- and angiogenesis-associated miRNAs have been implicated in tumor cell dissemination and are able to determine clinical outcome. In fact, miRNAs involved in cell survival might even determine chemotherapy response. This review provides an overview of known miRNAs as CCA-specific biomarkers.
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Affiliation(s)
- Jisce R Puik
- Department of Surgery, VU University Medical Center, Amsterdam, The Netherlands
- Department of Medical Oncology, Cancer Center Amsterdam, VU University Medical Center, Amsterdam, The Netherlands
| | - Laura L Meijer
- Department of Surgery, VU University Medical Center, Amsterdam, The Netherlands
- Department of Medical Oncology, Cancer Center Amsterdam, VU University Medical Center, Amsterdam, The Netherlands
| | - Tessa Ys Le Large
- Department of Surgery, VU University Medical Center, Amsterdam, The Netherlands
- Department of Medical Oncology, Cancer Center Amsterdam, VU University Medical Center, Amsterdam, The Netherlands
- Laboratory of Experimental Oncology & Radiobiology, Academic Medical Center, Amsterdam, The Netherlands
| | - Mireia Mato Prado
- Department of Surgery & Cancer, Imperial College, Hammersmith Hospital Campus, London, UK
| | - Adam E Frampton
- Department of Surgery & Cancer, Imperial College, Hammersmith Hospital Campus, London, UK
| | - Geert Kazemier
- Department of Surgery, VU University Medical Center, Amsterdam, The Netherlands
| | - Elisa Giovannetti
- Department of Medical Oncology, Cancer Center Amsterdam, VU University Medical Center, Amsterdam, The Netherlands
- Cancer Pharmacology Lab, AIRC Start-Up Unit, University of Pisa, Pisa, Italy
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27
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陈 英, 张 佳, 张 湾, 杨 子, 罗 荣, 康 世. [C-reactive protein/albumin ratio as a novel inflammation-based prognostic index for predicting outcomes of patients with colorectal cancer]. NAN FANG YI KE DA XUE XUE BAO = JOURNAL OF SOUTHERN MEDICAL UNIVERSITY 2017; 37:622-627. [PMID: 28539284 PMCID: PMC6780472 DOI: 10.3969/j.issn.1673-4254.2017.05.09] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Indexed: 06/07/2023]
Abstract
OBJECTIVE To evaluate the association of C-reactive protein/albumin ratio (CAR) with the prognosis of patients with colorectal cancer and compare the prognostic value of CAR with other inflammation-based prognostic scoring systems. METHODS We retrospectively evaluated 163 newly diagnosed colorectal cancer patients in Nanfang Hospital between January, 2007 and December, 2014. All recommended cutoff values of the clinicopathological factors were defined using receiver- operating characteristic (ROC) curve analyses. We evaluated the prognostic value of CAR in comparison with Glasgow Prognostic Score (GPS) and neutrophil lymphocyte ratio (NLR) with the area under the ROC curve. Univariate and multivariate analyses using the Cox proportional hazards model were performed to identify the factors closely associated with overall survival of the patients. Kaplan-Meier analysis was used to compare overall survival curves between patients with a high CAR and those with a low CAR. RESULTS The recommended cutoff value of CAR was 0.132. Kaplan-Meier analysis and log rank test demonstrated a significant difference in the overall survival between patients with a low CAR (<0.132) and those with a high CAR (≥0.132) (2157.0∓395.3 vs 1661.0∓136.4 days, P<0.001). The area under the ROC curve of CAR, NLR and GPS was 0.656, 0.550 and 0.642, respectively, indicating a better prognostic value of CAR. Univariate analyses showed that age, C-reactive protein, albumin, CAR, NLR, GPS, platelet, TMN stage, Dukes stage and chemotherapy regimens were associated with the overall survival of the patients (P<0.05). Multivariate analyses showed that TMN stage [HR=1.689 (95%CI: 1.146-2.488), P=0.008] and Dukes stage [HR=2.447 (95%CI: 1.349-4.441), P=0.003] were associated with the overall survival of the patients. CONCLUSIONS Similar to the previously reported inflammation-based prognostic systems (GPS and NLR), CAR is useful for predicting the survival of patients with colorectal cancer and can be complementary to the two prognostic scoring systems.
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Affiliation(s)
- 英英 陈
- 南方医科大学 中西医结合肿瘤中心,广东 广州 510315Cancer Center, Traditional Chinese Medicine-Integrated Hospital, Southern Medical University, Guangzhou 510315, China
| | - 佳和 张
- 深圳市人民医院,广东 深圳 518000Shenzhen Peoples' Hospital, Shenzhen 518000, China
| | - 湾 张
- 南方医科大学 中西医结合肿瘤中心,广东 广州 510315Cancer Center, Traditional Chinese Medicine-Integrated Hospital, Southern Medical University, Guangzhou 510315, China
| | - 子科 杨
- 南方医科大学 中西医结合肿瘤中心,广东 广州 510315Cancer Center, Traditional Chinese Medicine-Integrated Hospital, Southern Medical University, Guangzhou 510315, China
| | - 荣城 罗
- 南方医科大学 中西医结合肿瘤中心,广东 广州 510315Cancer Center, Traditional Chinese Medicine-Integrated Hospital, Southern Medical University, Guangzhou 510315, China
| | - 世均 康
- 南方医科大学南方医院肿瘤科,广东 广州 510515Oncology Department, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
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28
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Wu W, Zhang Z, Gao XH, Shen Z, Jing Y, Lu H, Li H, Yang X, Cui X, Li Y, Lou Z, Liu P, Zhang C, Zhang W. Clinical significance of detecting circulating tumor cells in colorectal cancer using subtraction enrichment and immunostaining-fluorescence in situ hybridization (SE-iFISH). Oncotarget 2017; 8:21639-21649. [PMID: 28423493 PMCID: PMC5400612 DOI: 10.18632/oncotarget.15452] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2016] [Accepted: 01/27/2017] [Indexed: 12/18/2022] Open
Abstract
Circulating tumor cells (CTC) are useful in early detection of colorectal cancer. This study described a newly developed platform, integrated subtraction enrichment and immunostaining-fluorescence in situ hybridization (SE-iFISH), to assess CTCs in colorectal cancer. CTCs were detected by SE-iFISH in 40 of 44 preoperative colorectal cancer patients, and yielded a sensitivity of 90.9%, which was significantly higher than CellSearch system (90.9% vs. 43.2%, P=0.033). No significant association was found between tumor stage, survival and preoperative CTC number. CTCs were detected in 10 colorectal cancer patients one week after surgery; seven patients with decreased CTC numbers (compared with preoperative CTC number) were free of recurrence; whereas two of the three patients with increased CTC numbers had tumor recurrence. Moreover, CTCs were detected in 34 colorectal cancer patients three months after surgery; patients with CTC<2 at three months after surgery had significantly longer Progression Free Survival than those with CTC>=2 (P=0.019); patients with decreased CTC number (compared with preoperative CTC number) had significantly longer Progression Free Survival than those with increased CTC number (P=0.003). In conclusion, CTCs could be detected in various stages of colorectal cancer using SE-iFISH. Dynamic monitoring of CTC numbers could predict recurrence and prognosis.
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Affiliation(s)
- Wei Wu
- Department of General Surgery, The Aviation Hanzhong 3201 Hospital, Xi’an Jiao Tong University, Hanzhong 723000, Shaanxi, China
| | - Zhenzhen Zhang
- Zhangjiang Center for Translational Medicine, Shanghai 200120, China
| | - Xian Hua Gao
- Department of Colorectal Surgery, Changhai Hospital, The Second Military Medical University, Shanghai 200433, China
| | - Zhen Shen
- Department of General Surgery, The Aviation Hanzhong 3201 Hospital, Xi’an Jiao Tong University, Hanzhong 723000, Shaanxi, China
| | - Yan Jing
- Department of General Surgery, The Aviation Hanzhong 3201 Hospital, Xi’an Jiao Tong University, Hanzhong 723000, Shaanxi, China
| | - Haibo Lu
- Department of General Surgery, The Aviation Hanzhong 3201 Hospital, Xi’an Jiao Tong University, Hanzhong 723000, Shaanxi, China
| | - Heng Li
- Department of General Surgery, The Aviation Hanzhong 3201 Hospital, Xi’an Jiao Tong University, Hanzhong 723000, Shaanxi, China
| | - Xiaoye Yang
- Department of General Surgery, The Aviation Hanzhong 3201 Hospital, Xi’an Jiao Tong University, Hanzhong 723000, Shaanxi, China
| | - Xiangbin Cui
- Department of General Surgery, The Aviation Hanzhong 3201 Hospital, Xi’an Jiao Tong University, Hanzhong 723000, Shaanxi, China
| | - Yuqing Li
- Department of General Surgery, The Aviation Hanzhong 3201 Hospital, Xi’an Jiao Tong University, Hanzhong 723000, Shaanxi, China
| | - Zheng Lou
- Department of Colorectal Surgery, Changhai Hospital, The Second Military Medical University, Shanghai 200433, China
| | - Peng Liu
- Department of Colorectal Surgery, Changhai Hospital, The Second Military Medical University, Shanghai 200433, China
| | - Cun Zhang
- Department of General Surgery, The Aviation Hanzhong 3201 Hospital, Xi’an Jiao Tong University, Hanzhong 723000, Shaanxi, China
| | - Wei Zhang
- Department of Colorectal Surgery, Changhai Hospital, The Second Military Medical University, Shanghai 200433, China
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29
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Sun Y, Chi P, Lin H, Lu X, Huang Y, Xu Z, Huang S, Wang X. Inferior mesenteric artery lymph node metastasis in rectal cancer treated with neoadjuvant chemoradiotherapy: Incidence, prediction and prognostic impact. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2017; 43:85-91. [PMID: 27717528 DOI: 10.1016/j.ejso.2016.09.005] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Revised: 08/27/2016] [Accepted: 09/07/2016] [Indexed: 01/07/2023]
Abstract
AIM To assess the effect of neoadjuvant chemoradiotherapy (nCRT) on inferior mesenteric artery (IMA) nodal metastasis and identify predictors for IMA nodal metastasis in locally advanced rectal cancer (LARC) after nCRT. METHOD Propensity score matching of 1167 patients with LARC was performed. Clinicopathological predictors and survival rates were analyzed using univariate and multivariate analyses. RESULTS Compared to surgery alone, nCRT reduced the incidence of IMA nodal metastasis (before matching, 4.8% vs 9.1%, p = 0.004; after matching, 4.3% vs 10.1%, p = 0.002). Logistic regression analysis revealed that poorly differentiated (OR = 5.955, p < 0.001), tumors located above the peritoneal reflection (OR = 3.513, p = 0.005), and preoperative CEA levels ≧10 ng/ml (OR = 4.774, p = 0.005) were associated with IMA nodal metastasis. Time intervals to surgery ≧6 weeks were associated with fewer IMA nodal metastasis (OR = 0.274, p = 0.009).Over a median 40-month follow-up, the 3-year overall survival and disease-free survival rates were 63.0% and 43.1% in IMA-positive patients, respectively, which were significantly lower than the corresponding 89.0% and 82.4% rates in IMA-negative patients. Cox regression analysis revealed that IMA nodal metastasis was independently associated with unfavorable 3-year DFS. CONCLUSION nCRT reduced the incidence of IMA node metastasis. Tumors located above the peritoneal reflection, poorly differentiated, and higher preoperative CEA levels were associated with IMA nodal metastasis after nCRT. IMA lymph node dissection is beneficial to certain patients with IMA nodal metastases, and the oncologic benefit may be improved if IMA nodal metastasis can be predicted.
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Affiliation(s)
- Y Sun
- Department of Colorectal Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, People's Republic of China
| | - P Chi
- Department of Colorectal Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, People's Republic of China.
| | - H Lin
- Department of Colorectal Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, People's Republic of China
| | - X Lu
- Department of Colorectal Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, People's Republic of China
| | - Y Huang
- Department of Colorectal Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, People's Republic of China
| | - Z Xu
- Department of Colorectal Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, People's Republic of China
| | - S Huang
- Department of Colorectal Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, People's Republic of China
| | - X Wang
- Department of Colorectal Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, People's Republic of China
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30
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Abe S, Kawai K, Ishihara S, Nozawa H, Hata K, Kiyomatsu T, Tanaka T, Watanabe T. Prognostic impact of carcinoembryonic antigen and carbohydrate antigen 19-9 in stage IV colorectal cancer patients after R0 resection. J Surg Res 2016; 205:384-392. [PMID: 27664887 DOI: 10.1016/j.jss.2016.06.078] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Revised: 06/08/2016] [Accepted: 06/27/2016] [Indexed: 01/04/2023]
Abstract
BACKGROUND Although preoperative carcinoembryonic antigen (pre-CEA) and carbohydrate antigen 19-9 (pre-CA 19-9) are reportedly prognostic indicators for colorectal cancer (CRC), the prognostic roles of postoperative CEA (post-CEA) and CA 19-9 (post-CA 19-9) shortly after surgery have not been clarified in patients with curatively resected stage IV CRC. The aim of this study was to evaluate the predictive abilities of post-CEA and post-CA 19-9. METHODS A total of 129 consecutive patients who had stage IV CRC and underwent R0 resection were retrospectively analyzed. Pre-CEA and post-CEA and CA 19-9 levels were measured within 1 mo before and 3 mo after surgery, respectively. Relapse-free survival (RFS) and overall survival were estimated using the Kaplan-Meier method, and multivariate analysis was performed using the Cox proportional hazards model. RESULTS Pre-CEA was elevated (≥5.0 ng/mL) in 73.6% of the patients and remained elevated after surgery in 32.7% of the patients. Elevated post-CA 19-9 (≥50 U/mL) was observed in 9.5% of the patients. Neither elevated pre-CEA nor elevated pre-CA 19-9 was significantly associated with RFS but both elevated post-CEA and elevated post-CA 19-9 were associated with markedly reduced RFS (P = 0.0002 and P = 0.0004, respectively). When considered in combination, post-CEA and post-CA 19-9 significantly stratified RFS and was an independent predictive factor for recurrence (P = 0.0035), as was lymphatic invasion (P = 0.0015). Post-CA 19-9 was the only evident independent predictive factor for overall survival (P = 0.0336). CONCLUSIONS In patients with stage IV CRC who underwent curative resection, the combination of post-CEA and post-CA 19-9 at 3 mo after surgery was a potent prognostic indicator for recurrence.
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Affiliation(s)
- Shinya Abe
- Department of Surgical Oncology, Faculty of Medicine, The University of Tokyo, Tokyo, Japan.
| | - Kazushige Kawai
- Department of Surgical Oncology, Faculty of Medicine, The University of Tokyo, Tokyo, Japan
| | - Soichiro Ishihara
- Department of Surgical Oncology, Faculty of Medicine, The University of Tokyo, Tokyo, Japan
| | - Hiroaki Nozawa
- Department of Surgical Oncology, Faculty of Medicine, The University of Tokyo, Tokyo, Japan
| | - Keisuke Hata
- Department of Surgical Oncology, Faculty of Medicine, The University of Tokyo, Tokyo, Japan
| | - Tomomichi Kiyomatsu
- Department of Surgical Oncology, Faculty of Medicine, The University of Tokyo, Tokyo, Japan
| | - Toshiaki Tanaka
- Department of Surgical Oncology, Faculty of Medicine, The University of Tokyo, Tokyo, Japan
| | - Toshiaki Watanabe
- Department of Surgical Oncology, Faculty of Medicine, The University of Tokyo, Tokyo, Japan
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Preoperative Use of PET/CT in Patients With Colorectal and Gastric Cancer and Its Impact on Treatment Decision Making. Int Surg 2016. [DOI: 10.9738/intsurg-d-16-00006.1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
The advantages of primary positron emission tomography–computed tomography (PET-CT) evaluation of both cancers needs to be clarified. This study aimed to investigate the efficacy of PET-CT compared with computed tomography (CT) in preoperative evaluation of colorectal and gastric cancer patients, and to determine its effects on treatment decision-making. We prospectively evaluated patients who presented with both types of cancer in our clinic between September 2008 and June 2010, using PET-CT and CT. We compared the results with histopathologic findings and determined the changing treatment strategies. In detecting local lymph node positivity, for colorectal cancer patients the sensitivity of PET-CT was 30% and that of CT was 20%; the specificities were the same (100%). For gastric cancer patients, the sensitivity of PET-CT was 38.9% and that of CT was 22%; the specificities were 100% and 83%, respectively. In detecting metastasis, for colorectal cancer patients the sensitivity of PET-CT was 80% and that of CT was 50%; the specificities were similar (100% versus 95%). For gastric cancer patients, the sensitivity of PET-CT was 72% and that of CT was 34%; the specificities were similar (95% versus 90%). In detecting liver metastasis, for colorectal cancer patients the sensitivity of PET was 75% and that of CT was 50%; the specificities were similar (100% versus 95%). For gastric cancer patients, the sensitivity of PET-CT was 57% and that of CT was 28%; the specificities were similar (95% versus 91%). PET-CT findings altered treatment decisions in 16% of patients (n = 10; 9 gastric cancer and 1 colorectal cancer). A high rate of treatment strategy alteration in gastric cancers was seen with PET-CT; its usage is preferred in colorectal cancer staging only for high-risk patients and those with equivocal findings.
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Asad-Ur-Rahman F, Saif MW. Elevated Level of Serum Carcinoembryonic Antigen (CEA) and Search for a Malignancy: A Case Report. Cureus 2016; 8:e648. [PMID: 27446768 PMCID: PMC4954749 DOI: 10.7759/cureus.648] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Carcinoembryonic antigen (CEA) has been shown to be associated with tumor burden in patients with colorectal cancer. However, it is also elevated to a significant degree in a number of other malignant and non-malignant conditions. We report a case of reversible CEA elevation in a patient using lithium for bipolar disorder. A 58-year-old female with a longstanding smoking history and a past medical history of chronic obstructive pulmonary disease (COPD), bipolar illness, hypothyroidism, and obesity was found to have an elevated CEA level of 11.2 ng/ml (normal level <5 ng/ml) in the workup for postmenopausal bleeding. Her history was not positive for malignancy of colorectum, ovaries, thyroid, or breast. She underwent a large number of imaging and endoscopic studies to evaluate for colorectal, breast, ovarian, and lung cancer; however, it did not reveal any evidence of malignancy. Upon review of her medications, she reported that she had recently started lithium for her bipolar illness. We followed up her CEA level while her dose of lithium was reduced from 450 to 300 mg per day. Her CEA level decreased from 25 mg/dl to 6.1 mg/dl and remained stable over the course of the next eight months. Our case is the first case report that identifies lithium as a potential cause of reversible CEA elevation. The underlying mechanism is yet to be elucidated, but it underscores the importance of investigating the medications as part of the workup.
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Holmer R, Wätzig GH, Tiwari S, Rose-John S, Kalthoff H. Interleukin-6 trans-signaling increases the expression of carcinoembryonic antigen-related cell adhesion molecules 5 and 6 in colorectal cancer cells. BMC Cancer 2015; 15:975. [PMID: 26673628 PMCID: PMC4682226 DOI: 10.1186/s12885-015-1950-1] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2015] [Accepted: 11/23/2015] [Indexed: 01/26/2023] Open
Abstract
Background Colorectal cancer (CRC) is among the five most frequent causes for cancer-related deaths in Europe. One of the most important tumor-associated antigens for CRC is carcinoembryonic antigen-related cell adhesion molecule 5 (CEACAM5), which is involved in cell adhesion, migration, anoikis, tumor invasion and metastasis. Its family member CEACAM6 is also upregulated in adenomas and carcinomas of the colon and an independent predictor of poor survival. Previous studies have reported a link between upregulation of CEACAM5 and interleukin-6 (IL-6). IL-6 plays an important role in CRC progression, and signaling is mediated via two pathways (classic and trans-signaling). However, this link could not be confirmed by other studies, and the role of IL-6 trans-signaling in the CEACAM5 upregulation has not been elucidated. Moreover, the impact of IL-6 on the expression of CEACAM6 has not yet been examined. Methods The expression of IL-6, IL-6 receptor (IL-6R), glycoprotein (gp) 130, CEACAM5 and CEACAM6 was analyzed by RT-PCR, Western blot, flow cytometry or qPCR. Colon cell lines were incubated with IL-6 or Hyper-IL-6 (mediating IL-6 trans-signaling), and subsequently, the expression of CEACAMs was determined by qPCR or Western blot. FLLL31, an inhibitor of the phosphorylation of signal transducer and activator of transcription-3 (STAT3), was used to determine the role of STAT3 phosphorylation. Results We confirmed that colon carcinoma cell lines express IL-6 and IL-6R. We observed only a weak upregulation of CEACAM5 and CEACAM6 by classic IL-6 signaling, but a strong increase by IL-6 trans-signaling. This upregulation depended on the phosphorylation of STAT3. Conclusions Our data show the upregulation of the tumor-associated antigens CEACAM5/6 by trans-signaling of the pro-inflammatory cytokine IL-6. This mechanism may contribute to the tumor-promoting role of IL-6 and could therefore be a target for therapeutic intervention in particular by specific inhibitors such as sgp130Fc. Electronic supplementary material The online version of this article (doi:10.1186/s12885-015-1950-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Reinhild Holmer
- Division of Molecular Oncology, Institute for Experimental Cancer Research, University Hospital Schleswig-Holstein, 24105, Kiel, Germany.
| | | | - Sanjay Tiwari
- Section Biomedical Imaging, Department of Radiology and Neuroradiology, University Hospital Schleswig-Holstein, Kiel, Germany.
| | - Stefan Rose-John
- Institute of Biochemistry, Christian-Albrechts-University, Kiel, Germany.
| | - Holger Kalthoff
- Division of Molecular Oncology, Institute for Experimental Cancer Research, University Hospital Schleswig-Holstein, 24105, Kiel, Germany.
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Ishizuka M, Nagata H, Takagi K, Iwasaki Y, Shibuya N, Kubota K. Clinical Significance of the C-Reactive Protein to Albumin Ratio for Survival After Surgery for Colorectal Cancer. Ann Surg Oncol 2015; 23:900-7. [PMID: 26530445 DOI: 10.1245/s10434-015-4948-7] [Citation(s) in RCA: 185] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2015] [Indexed: 01/01/2023]
Abstract
OBJECTIVE This study was designed to estimate the clinical significance of the C-reactive protein (CRP)/albumin ratio (CAR) for prediction of postoperative survival in patients with colorectal cancer (CRC). BACKGROUND The Glasgow Prognostic Score (GPS), calculated from the serum levels of CRP and albumin, is well known to be a valuable inflammation-based prognostic system for several types of cancer. A recent study has demonstrated that the CAR is also useful for prediction of treatment outcome in patients with hepatocellular carcinoma. METHODS Uni- and multivariate analyses using the Cox proportional hazards model were performed to detect the clinical characteristics that were most closely associated with overall survival (OS). All recommended cutoff values were defined using receiver operating characteristic curve analyses. Kaplan-Meier analysis was used to compare OS curves between the two groups. RESULTS A total of 627 patients who had undergone elective CRC surgery were enrolled. Multivariate analysis using the results of univariate analyses demonstrated that CAR (>0.038/≤0.038) was associated with OS (hazard ratio 2.596; 95% confidence interval 1.603-4.204; P < 0.001) along with pathological differentiation (others/well or moderately), carcinoembryonic antigen level (>8.7/≤8.7, ng/ml), stage (III, IV/0, I, II), neutrophil to lymphocyte ratio (NLR) (>2.9/≤2.9), and GPS (2/0, 1). Kaplan-Meier analysis and log rank test demonstrated a significant difference in OS curves between patients with low CAR (≤0.038) and those with high CAR (>0.038; P < 0.001). CONCLUSIONS CAR is as useful for predicting the postoperative survival of patients with CRC as previously reported inflammation-based prognostic systems, such as GPS and NLR.
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Affiliation(s)
- Mitsuru Ishizuka
- Department of Gastroenterological Surgery, Dokkyo Medical University, Mibu, Tochigi, Japan.
| | - Hitoshi Nagata
- Department of Gastroenterological Surgery, Dokkyo Medical University, Mibu, Tochigi, Japan
| | - Kazutoshi Takagi
- Department of Gastroenterological Surgery, Dokkyo Medical University, Mibu, Tochigi, Japan
| | - Yoshimi Iwasaki
- Department of Gastroenterological Surgery, Dokkyo Medical University, Mibu, Tochigi, Japan
| | - Norisuke Shibuya
- Department of Gastroenterological Surgery, Dokkyo Medical University, Mibu, Tochigi, Japan
| | - Keiichi Kubota
- Department of Gastroenterological Surgery, Dokkyo Medical University, Mibu, Tochigi, Japan
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Wang J, Wang X, Yu F, Chen J, Zhao S, Zhang D, Yu Y, Liu X, Tang H, Peng Z. Combined detection of preoperative serum CEA, CA19-9 and CA242 improve prognostic prediction of surgically treated colorectal cancer patients. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY 2015; 8:14853-14863. [PMID: 26823815 PMCID: PMC4713601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 09/17/2015] [Accepted: 10/26/2015] [Indexed: 06/05/2023]
Abstract
We assessed the prognostic significance of preoperative serum carcinoembryonic antigen (CEA), carbohydrate antigen 19-9 (CA19-9) and carbohydrate antigen 242 (CA242) levels in surgically treated colorectal cancer patients. The relationship of preoperative serum CEA, CA19-9 and CA242 levels with disease characteristics was investigated in 310 patients. Correlation between tumor markers was investigated using Pearson correlation test. Univariate and multivariate survival analyses were used to study the relationship between preoperative tumor markers and prognosis [disease free survival (DFS) and overall survival (OS)]. Kaplan-Meier analysis with log rank test was used to assess the impact of tumor marker levels on survival. Positive rate of preoperative serum CEA, CA19-9 and CA242 were 54.84%, 47.42% and 37.10%, respectively. High preoperative CEA level was associated with tumor size (P = 0.038), T stage (P < 0.001) and AJCC stage (P = 0.002). High preoperative CA19-9 level was associated with tumor AJCC stage (P = 0.023). Preoperative CA242 positively correlated with CEA (P < 0.001) and CA19-9 (P < 0.001). Combining the three markers was of independent prognostic value in CRC (HR = 2.532, 95% CI: 1.400-4.579, P = 0.002 for OS; and HR = 2.366, 95% CI: 1.334-4.196, P = 0.003 for DFS). Combined detection of preoperative serum CEA, CA19-9 and CA242 is of independent prognostic value for management of CRC patients treated surgically.
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Affiliation(s)
- Jingtao Wang
- Department of General Surgery, First People’s Hospital, Shanghai Jiao Tong University School of MedicineShanghai, China
| | - Xiao Wang
- Department of General Surgery, First People’s Hospital, Shanghai Jiao Tong University School of MedicineShanghai, China
| | - Fudong Yu
- Department of General Surgery, First People’s Hospital, Shanghai Jiao Tong University School of MedicineShanghai, China
| | - Jian Chen
- Department of General Surgery, First People’s Hospital, Shanghai Jiao Tong University School of MedicineShanghai, China
| | - Senlin Zhao
- Department of General Surgery, First People’s Hospital, Shanghai Jiao Tong University School of MedicineShanghai, China
| | - Dongyuan Zhang
- Department of General Surgery, First People’s Hospital, Shanghai Jiao Tong University School of MedicineShanghai, China
| | - Yang Yu
- Department of General Surgery, First People’s Hospital, Shanghai Jiao Tong University School of MedicineShanghai, China
| | - Xisheng Liu
- Department of General Surgery, First People’s Hospital, Shanghai Jiao Tong University School of MedicineShanghai, China
| | - Huamei Tang
- Department of Pathology, First People’s Hospital, Shanghai Jiao Tong University School of MedicineShanghai, China
| | - Zhihai Peng
- Department of General Surgery, First People’s Hospital, Shanghai Jiao Tong University School of MedicineShanghai, China
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Wang SL, Cao S, Sun YN, Wu R, Chi F, Tang MY, Jin XY, Chen XD. Standardized uptake value on positron emission tomography/computed tomography predicts prognosis in patients with locally advanced pancreatic cancer. ABDOMINAL IMAGING 2015; 40:3117-21. [PMID: 26350284 DOI: 10.1007/s00261-015-0544-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
BACKGROUND The aim of the present study was to investigate the use and value of maximum standardized uptake value (SUV max) on positron emission tomography/computed tomography (PET/CT) images as a prognostic marker for patients with locally advanced pancreatic cancer (LAPC). MATERIALS AND METHODS The medical records of all consecutive patients who underwent PET/CT examination in our institution were retrospectively reviewed. Inclusion criteria were histologically or cytologically proven LAPC. Patients with distant metastasis were excluded. For statistical analysis, the SUV max of primary pancreatic cancer was measured. Survival rates were calculated using the Kaplan-Meier method, and multivariable analysis was performed to determine the association of SUV max with overall survival (OS) and progression-free survival (PFS) using a Cox proportional hazards model. RESULTS Between July 2006 and June 2013, 69 patients were enrolled in the present study. OS and PFS were 14.9 months [95% confidence interval (CI) 13.1-16.7] and 8.3 months (95% CI 7.1-9.5), respectively. A high SUV max (>5.5) was observed in 35 patients, who had significantly worse OS and PFS than the remaining patients with a low SUV max (P = 0.025 and P = 0.003). Univariate analysis showed that SUV max and tumor size were prognostic factors for OS, with a hazard ratio of 1.90 and 1.81, respectively. A high SUV max was an independent prognostic factor, with a hazard ratio of 1.89 (95% CI 1.015-3.519, P = 0.045). CONCLUSION The present study suggests that increased SUV max is a predictor of poor prognosis in patients with LAPC.
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Affiliation(s)
- Si-Liang Wang
- Department of Medical Oncology, Shengjing Hospital of China Medical University, 36 Sanhao Road, Shenyang, 110004, China
| | - Shuo Cao
- Department of Medical Oncology, Shengjing Hospital of China Medical University, 36 Sanhao Road, Shenyang, 110004, China
| | - Yu-Nan Sun
- Department of Medical Oncology, Shengjing Hospital of China Medical University, 36 Sanhao Road, Shenyang, 110004, China
| | - Rong Wu
- Department of Medical Oncology, Shengjing Hospital of China Medical University, 36 Sanhao Road, Shenyang, 110004, China.
| | - Feng Chi
- Department of Medical Oncology, Shengjing Hospital of China Medical University, 36 Sanhao Road, Shenyang, 110004, China
| | - Mei-Yue Tang
- Department of Medical Oncology, Shengjing Hospital of China Medical University, 36 Sanhao Road, Shenyang, 110004, China
| | - Xue-Ying Jin
- Department of Medical Oncology, Shengjing Hospital of China Medical University, 36 Sanhao Road, Shenyang, 110004, China
| | - Xiao-Dong Chen
- Department of Medical Oncology, Shengjing Hospital of China Medical University, 36 Sanhao Road, Shenyang, 110004, China
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Esophageal cancer management: preoperative CA19.9 and CEA serum levels may identify occult advanced adenocarcinoma. World J Surg 2015; 39:424-32. [PMID: 25326423 DOI: 10.1007/s00268-014-2835-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Esophagectomy is contraindicated in case of advanced cancer (i.e., carcinomatosis, distant metastasis, and invasion of other organs). In some cases, preoperative imaging may fail to identify advanced neoplasm and esophagectomy is inappropriately planned. The aim of the study was to identify preoperative biomarkers of occult advanced disease that force surgeons to abort the planned esophagectomy. METHODS From 2008 to 2014, 244 consecutive patients were taken to the operative room to have esophagectomy for cancer in our department. All of them had blood test at admission and their preoperative biomarker data were retrieved. Their medical history was collected and the intraoperative findings and outcome were recorded. Non parametric tests, multiple regression analysis, and ROC curves analysis were performed. RESULTS In our study group, 14 (5.7 %) patients, scheduled for esophagectomy, were discovered to have occult advanced disease at laparotomy/laparoscopy or at thoracotomy. Six of them had peritoneal carcinomatosis, three had advanced tumor invading other organs, three had small liver metastasis, and two pleural carcinomatosis. In all these cases, esophagectomy was aborted and a feeding jejunostomy was placed. In patients with unresectable esophageal cancer, CA19.9 and CEA serum levels were significantly higher than patients who could have esophagectomy (p < 0.001 and p = 0.003, respectively). CA19.9 and CEA resulted to be accurate biomarkers of occult advanced disease (AUC = 85 %, p < 0.001 and AUC = 73 %, p = 0.002, respectively). CONCLUSIONS Preoperative CEA and CA19.9 serum levels should be taken in consideration when evaluating patients candidate to esophagectomy for esophageal cancer to prevent inappropriate laparotomy or thoracotomy. If any doubt arises minimally invasive exploration is warranted.
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Chen WY, Zhao XJ, Yu ZF, Hu FL, Liu YP, Cui BB, Dong XS, Zhao YS. The potential of plasma miRNAs for diagnosis and risk estimation of colorectal cancer. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY 2015; 8:7092-7101. [PMID: 26261602 PMCID: PMC4525936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 03/23/2015] [Accepted: 05/22/2015] [Indexed: 06/04/2023]
Abstract
Circulating microRNAs (miRNAs) were recognized to be potential non-invasive biomarkers for colorectal cancer (CRC) detection and prediction. Meanwhile, the association of the expression of plasma miRNAs with the risk of CRC patients has rarely been analyzed. Therefore, we conducted this study to evaluate the value of plasma miRNAs for CRC diagnosis and risk estimation. Fasting blood samples from 100 CRC patients and 79 cancer-free controls were collected. Plasma miR-106a, miR-20a, miR-27b, miR-92a and miR-29a levels were detected by RT-qPCR. Sensitivity and specificity were employed to evaluate the diagnostic value of miRNAs for CRC. Univariate and multivariate logistic regression were employed to analyze the association between miRNAs expression and CRC risk. As results, miR-106a and miR-20a were elevated in the patients with CRC. The sensitivity of miR-106a was 74.00% and the specificity was 44.40%, while the cutoff value was 2.03. As for miR-20a, the sensitivity was 46.00% and specificity was 73.42% when employed 2.44 as cutoff value. High expression of plasma miR-106a increased CRC risk by 1.80 -fold. Plasma miR-106a and miR-20a may as noninvasive biomarkers for detecting the CRC. High expression of miR-106a associated with CRC risk.
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Affiliation(s)
- Wang-Yang Chen
- Department of Epidemiology, Public Health College, Harbin Medical UniversityHarbin, Heilongjiang 150081, P. R. China
| | - Xiao-Juan Zhao
- Department of Epidemiology, Public Health College, Harbin Medical UniversityHarbin, Heilongjiang 150081, P. R. China
| | - Zhi-Fu Yu
- Department of Epidemiology, Public Health College, Harbin Medical UniversityHarbin, Heilongjiang 150081, P. R. China
| | - Fu-Lan Hu
- Department of Epidemiology, Public Health College, Harbin Medical UniversityHarbin, Heilongjiang 150081, P. R. China
| | - Yu-Peng Liu
- Department of Epidemiology, Public Health College, Harbin Medical UniversityHarbin, Heilongjiang 150081, P. R. China
| | - Bin-Bin Cui
- Department of Abdominal Surgery, The Tumor Hospital of Harbin Medical UniversityHarbin, Heilongjiang Province, P. R. China
| | - Xin-Shu Dong
- Department of Tumor Surgery, The Forth Affiliated Hospital of Harbin Medical UniversityHarbin, Heilongjiang Province, P. R. China
| | - Ya-Shuang Zhao
- Department of Epidemiology, Public Health College, Harbin Medical UniversityHarbin, Heilongjiang 150081, P. R. China
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Chen H, Zucknick M, Werner S, Knebel P, Brenner H. Head-to-Head Comparison and Evaluation of 92 Plasma Protein Biomarkers for Early Detection of Colorectal Cancer in a True Screening Setting. Clin Cancer Res 2015; 21:3318-26. [PMID: 26015516 DOI: 10.1158/1078-0432.ccr-14-3051] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2014] [Accepted: 03/17/2015] [Indexed: 11/16/2022]
Abstract
PURPOSE Novel noninvasive blood-based screening tests are strongly desirable for early detection of colorectal cancer. We aimed to conduct a head-to-head comparison of the diagnostic performance of 92 plasma-based tumor-associated protein biomarkers for early detection of colorectal cancer in a true screening setting. EXPERIMENTAL DESIGN Among all available 35 carriers of colorectal cancer and a representative sample of 54 men and women free of colorectal neoplasms recruited in a cohort of screening colonoscopy participants in 2005-2012 (N = 5,516), the plasma levels of 92 protein biomarkers were measured. ROC analyses were conducted to evaluate the diagnostic performance. A multimarker algorithm was developed through the Lasso logistic regression model and validated in an independent validation set. The .632+ bootstrap method was used to adjust for the potential overestimation of diagnostic performance. RESULTS Seventeen protein markers were identified to show statistically significant differences in plasma levels between colorectal cancer cases and controls. The adjusted area under the ROC curves (AUC) of these 17 individual markers ranged from 0.55 to 0.70. An eight-marker classifier was constructed that increased the adjusted AUC to 0.77 [95% confidence interval (CI), 0.59-0.91]. When validating this algorithm in an independent validation set, the AUC was 0.76 (95% CI, 0.65-0.85), and sensitivities at cutoff levels yielding 80% and 90% specificities were 65% (95% CI, 41-80%) and 44% (95% CI, 24-72%), respectively. CONCLUSIONS The identified profile of protein biomarkers could contribute to the development of a powerful multimarker blood-based test for early detection of colorectal cancer.
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Affiliation(s)
- Hongda Chen
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Manuela Zucknick
- Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany. Oslo Center for Biostatistics and Epidemiology, Department of Biostatistics, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Simone Werner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Phillip Knebel
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany. German Cancer Consortium (DKTK), Heidelberg, Germany
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