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Imaoka H, Ikeda M, Nomura S, Morizane C, Okusaka T, Ozaka M, Shimizu S, Yamazaki K, Okano N, Sugimori K, Shirakawa H, Mizuno N, Satoi S, Yamaguchi H, Sugimoto R, Gotoh K, Sano K, Asagi A, Nakamura K, Ueno M. Development of a nomogram to predict survival in advanced biliary tract cancer. Sci Rep 2023; 13:21548. [PMID: 38057434 PMCID: PMC10700490 DOI: 10.1038/s41598-023-48889-6] [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: 06/29/2023] [Accepted: 11/30/2023] [Indexed: 12/08/2023] Open
Abstract
The prognosis of advanced biliary tract cancer (BTC) patients remains poor due to limited efficacy of chemotherapy and difficulties in management. Thus, prediction of survival is crucial for the clinical management of advanced BTC. The aim was to develop and validate a nomogram to predict 6-month and 12-month survival in advanced BTC patients treated with chemotherapy. A multivariable Cox regression model was used to construct a nomogram in a training set (JCOG1113, a phase III trial comparing gemcitabine plus S-1 [GS] and gemcitabine plus cisplatin, n = 351). External validity of the nomogram was assessed using a test set (JCOG0805, a randomized, phase II trial comparing GS and S-1 alone, n = 100). Predictive performance was assessed in terms of discrimination and calibration. The constructed nomogram included lymph node metastasis, liver metastasis, carbohydrate antigen 19-9, carcinoembryonic antigen, albumin, and C-reactive protein. Uno's concordance index was 0.661 (95% confidence interval [CI] 0.629-0.696) in the training set and 0.640 (95% CI 0.566-0.715) in the test set. The calibration plots for 6-month and 12-month survival showed good agreement in the two analysis sets. The present nomogram can facilitate prediction of the prognosis of advanced BTC patients treated with chemotherapy and help clinicians' prognosis-based decision-making.
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Affiliation(s)
- Hiroshi Imaoka
- Department of Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital East, 6-5-1 Kashiwanoha, Kashiwa, Chiba, 277-8577, Japan.
| | - Masafumi Ikeda
- Department of Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital East, 6-5-1 Kashiwanoha, Kashiwa, Chiba, 277-8577, Japan
| | - Shogo Nomura
- Japan Clinical Oncology Group Data Center, Clinical Research Support Office, National Cancer Center Hospital, Tokyo, Japan
| | - Chigusa Morizane
- Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Takuji Okusaka
- Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Masato Ozaka
- Hepato-Biliary-Pancreatic Medicine Department, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Satoshi Shimizu
- Department of Gastroenterology, Saitama Cancer Center, Saitama, Japan
| | - Kentaro Yamazaki
- Division of Gastrointestinal Oncology, Shizuoka Cancer Center, Shizuoka, Japan
| | - Naohiro Okano
- Department of Medical Oncology, Faculty of Medicine, Kyorin University, Tokyo, Japan
| | - Kazuya Sugimori
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama, Japan
| | - Hirofumi Shirakawa
- Department of Medical Oncology, Tochigi Cancer Center, Utsunomiya, Japan
| | - Nobumasa Mizuno
- Department of Gastroenterology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Sohei Satoi
- Division of Pancreatobiliary Surgery, Department of Surgery, Kansai Medical University, Hirakata, Japan
| | - Hironori Yamaguchi
- Department of Clinical Oncology, Jichi Medical University, Shimotsuke, Japan
| | - Rie Sugimoto
- Department of Hepato-Biliary-Pancreatology, National Hospital Organization Kyushu Cancer Center, Fukuoka, Japan
| | - Kunihito Gotoh
- Department of Surgery, National Hospital Organization Osaka National Hospital, Osaka, Japan
| | - Keji Sano
- Department of Surgery, Teikyo University School of Medicine, Tokyo, Japan
| | - Akinori Asagi
- Department of Gastrointestinal Medical Oncology, National Hospital Organization Shikoku Cancer Center, Matsuyama, Japan
| | | | - Makoto Ueno
- Department of Gastroenterology, Hepatobiliary and Pancreatic Medical Oncology Division, Kanagawa Cancer Center, Yokohama, Japan
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Ji Z, Ren L, Liu F, Liu L, Song J, Zhu J, Ji G, Huang G. Effect of different surgical options on the long-term survival of stage I gallbladder cancer: a retrospective study based on SEER database and Chinese Multi-institutional Registry. J Cancer Res Clin Oncol 2023; 149:12297-12313. [PMID: 37432456 DOI: 10.1007/s00432-023-05116-z] [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: 06/06/2023] [Accepted: 07/04/2023] [Indexed: 07/12/2023]
Abstract
BACKGROUND Gallbladder cancer (GC) is a uncommon and highly malignant tumor. This study compared the effects of simple cholecystectomy (SC) and extended cholecystectomy (EC) on the long-term survival of stage I GC. METHODS Patients with stage I GC between 2004 and 2015 in the SEER database were selected. Meanwhile, this study collected the clinical information of patients with stage I GC admitted to five medical centers in China between 2012 and 2022. Using clinical data from patients in the SEER database as a training set to construct a nomogram, which was validated in Chinese multicenter patients. Long-term survival between SC and EC were distinguished using propensity score matching (PSM). RESULTS A total of 956 patients from the SEER database and 82 patients from five Chinese hospitals were included in this study. The independent prognostic factors were age, sex, histology, tumor size, T stage, grade, chemotherapy and surgical approach by multivariate Cox regression analysis. We developed a nomogram based on these variables. The nomogram has been proved to have good accuracy and discrimination in internal and external validation. The cancer-specific survival (CSS) and overall survival of patients receiving EC were better than those of SC before and after the propensity score match. The interaction test showed that EC was associated with better survival in patients aged ≥ 67 years (P = 0.015) and in patients with T1b and T1NOS (P < 0.001). CONCLUSION A novel nomogram to predict CSS in patients with stage I GC after SC or EC. Compared with SC, EC for stage I GC had higher OS and CSS, especially in specific subgroups (T1b, T1NOS, and age ≥ 67 years).
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Affiliation(s)
- Zuhong Ji
- Medical Centre for Digestive Diseases, The Second Affiliated Hospital of Nanjing Medical University, 121 Jiangjiayuan Road, Nanjing, 210046, China
| | - Ling Ren
- Medical Centre for Digestive Diseases, The Second Affiliated Hospital of Nanjing Medical University, 121 Jiangjiayuan Road, Nanjing, 210046, China
- Department of Gastroenterology, Lianyungang No 1 People's Hospital, Lianyungang, China
| | - Fang Liu
- Pathological Diagnosis Center, XuZhou Central Hospital, Xuzhou, China
| | - Lei Liu
- Medical Centre for Digestive Diseases, The Second Affiliated Hospital of Nanjing Medical University, 121 Jiangjiayuan Road, Nanjing, 210046, China
- Department of Gastroenterology, The Affiliated Yixing Hospital of Jiangsu University, Yixing, Jiangsu, China
| | - Jing Song
- Department of Endocrinology, The Affiliated Huaian No.1 People's Hospital of Nanjing Medical University, Huai'an, China
| | - Juntao Zhu
- Medical Centre for Digestive Diseases, The Second Affiliated Hospital of Nanjing Medical University, 121 Jiangjiayuan Road, Nanjing, 210046, China
| | - Guozhong Ji
- Medical Centre for Digestive Diseases, The Second Affiliated Hospital of Nanjing Medical University, 121 Jiangjiayuan Road, Nanjing, 210046, China.
| | - Guangming Huang
- Medical Centre for Digestive Diseases, The Second Affiliated Hospital of Nanjing Medical University, 121 Jiangjiayuan Road, Nanjing, 210046, China.
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Lemke M, DeWit Y, Nanji S, Booth CM, Flemming JA. The role of sex in the outcomes of patients with biliary tract cancers remains unclear: A population-based study. Am J Surg 2018; 216:1118-1121. [PMID: 29934122 DOI: 10.1016/j.amjsurg.2018.05.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Revised: 05/07/2018] [Accepted: 05/28/2018] [Indexed: 11/29/2022]
Abstract
BACKGROUND Differences in outcomes between males and females with biliary tract cancer (BTC) has been previously reported but not studied. METHODS This was a population-based retrospective cohort study of patients undergoing BTC resection in Ontario between 2002 and 2012. Descriptive statistics on patient, disease, and treatment-related factors in each BTC subtype were reported. Kaplan Meier Curves and Cox Proportional Hazards analysis were used to examine the univariate relationship between sex and overall survival. RESULTS 714 patients underwent resection of a BTC. Kaplan Meier Curves shows trends towards different survival for males and females in different BTC subtypes: improved for females with intrahepatic and ampullary cancers and poorer survival for females with perhilar and distal cholangiocarcinomas. These trends were not statistically significant. CONCLUSIONS Sex may be an important factor in overall survival following resection of BTC. Further work is needed to better characterize the relationship between sex and outcomes of BTC.
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Affiliation(s)
- Madeline Lemke
- Department of Medicine, Queen's University, Kingston, Ontario, Canada
| | - Yvonne DeWit
- Division of Cancer Care and Epidemiology, Queen's University Cancer Research Institute, Queen's University, Kingston, Ontario, Canada
| | - Sulaiman Nanji
- Department of Surgery, Queen's University, Kingston, Ontario, Canada
| | - Christopher M Booth
- Department of Medicine, Queen's University, Kingston, Ontario, Canada; Division of Cancer Care and Epidemiology, Queen's University Cancer Research Institute, Queen's University, Kingston, Ontario, Canada; Department of Public Health Sciences, Queen's University, Kingston, Ontario, Canada; Department of Oncology, Queen's University, Kingston, Ontario, Canada
| | - Jennifer A Flemming
- Department of Medicine, Queen's University, Kingston, Ontario, Canada; Division of Cancer Care and Epidemiology, Queen's University Cancer Research Institute, Queen's University, Kingston, Ontario, Canada; Department of Public Health Sciences, Queen's University, Kingston, Ontario, Canada.
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Pilgrim CHC, Groeschl RT, Turaga KK, Gamblin TC. Key factors influencing prognosis in relation to gallbladder cancer. Dig Dis Sci 2013; 58:2455-62. [PMID: 23695876 DOI: 10.1007/s10620-013-2713-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2013] [Accepted: 05/02/2013] [Indexed: 12/11/2022]
Abstract
INTRODUCTION The 5-year survival of patients with gallbladder cancer remains low. However, patients can be stratified into prognostic categories based on established factors such as T, N, and R status. New concepts regarding prognostic significance of lymph node disease, the importance of residual gallbladder fossa disease, and the gravity of presentation with jaundice are reviewed. In addition, a number of new prognostic factors proposed in recent years are considered. METHODS PubMed was searched for "gallbladder cancer" with builder "date-completion" 2008 to present. A total of 1,490 articles were screened from which 168 were retrieved. From this, 40 articles specifically related to prognosis form the basis for this review. DISCUSSION Key factors of prognostic significance remain T and N stage and R0 resection. Residual disease either in the gallbladder fossa, lymph nodes, or cystic duct margin dictates hepatectomy, lymphadenectomy and bile duct resection, respectively. Adequate lymphadenectomy requires removal of six nodes, and hepatectomy must be sufficient to achieve R0. Subtleties regarding lymph node ratio, significance of pathological features such as dedifferentiation, and budding may hold value for stratifying patients with early stage disease, but require further investigation.
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Affiliation(s)
- Charles Henry Caldow Pilgrim
- Division of Surgical Oncology, Department of Surgery, Medical College of Wisconsin, 9200 W Wisconsin Ave, Milwaukee, WI 53226, USA.
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Du X, Wang S, Lu J, Cao Y, Song N, Yang T, Dong R, Zang L, Yang Y, Wu T, Li J. Correlation between MMP1-PAR1 axis and clinical outcome of primary gallbladder carcinoma. Jpn J Clin Oncol 2011; 41:1086-93. [PMID: 21835828 DOI: 10.1093/jjco/hyr108] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
OBJECTIVE Matrix metalloprotease-1 and protease-activated receptor-1 axis plays an important role in many cancers, with activation often associated with poor survival. The aim of the present study was to determine whether the immunohistochemical detection of matrix metalloprotease-1 and protease-activated receptor-1 could provide useful information as novel therapeutic or prognostic factors in primary gallbladder carcinoma. METHODS Eighty-six gallbladder carcinoma tissues were evaluated by immunohistochemistry for matrix metalloprotease-1 and protease-activated receptor-1 expressions. The association of matrix metalloprotease-1 and protease-activated receptor-1 expressions with clinicopathological characteristics and the univariate survival analysis for the influence of matrix metalloprotease-1 and protease-activated receptor-1 expressions on the overall survival were analyzed. RESULTS Matrix metalloprotease-1 and protease-activated receptor-1 immunoreactivities were observed in 62 (72.1%) and 59 (68.6%) of the 86 gallbladder carcinoma cases, respectively. The tumors with the positive expressions of matrix metalloprotease-1 (P= 0.007) and protease-activated receptor-1 (P= 0.01) more frequently showed lymph node metastasis, respectively. In addition, the tumors with the positive expressions of matrix metalloprotease-1 and protease-activated receptor-1 tended to show a deeper invasion depth (P= 0.006 and 0.008, respectively) and more frequent lymphovascular invasion (both P= 0.01). The Kaplan-Meier survival curves demonstrated that patients with the positive expressions of matrix metalloprotease-1 and protease-activated receptor-1 had a significantly shorter survival time than those patients with their negative expression (both P= 0.02). CONCLUSIONS A subset of gallbladder carcinoma cases revealed the overexpression of matrix metalloprotease-1 and protease-activated receptor-1, which was associated with a progressive pathological feature and an aggressive clinical course. Therefore, matrix metalloprotease-1 and protease-activated receptor-1 expressions may be predictors for a poor prognosis in patients with gallbladder carcinoma. This is the first report describing about the involvement of matrix metalloprotease-1 and protease-activated receptor-1 axis in gallbladder carcinoma.
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Affiliation(s)
- Xilin Du
- Department of General Surgery, Tangdu Hospital, Fourth Military Medical University, Xi'an 710038, PR China
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