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Sun X, Liu J, Zhang W, Wang Y, Jiang Y, Wang L, Zou Y, Xiao Y, Xiang Y, Li M, Zhou M, Liu Y. Disease burden of biliary tract cancer in 204 countries and territories, 1990-2021: A comprehensive demographic analysis of the Global Burden of Disease Study 2021. Chin Med J (Engl) 2024:00029330-990000000-01361. [PMID: 39682017 DOI: 10.1097/cm9.0000000000003395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Indexed: 12/18/2024] Open
Abstract
BACKGROUND Biliary tract carcinomas (BTCs) are relatively rare but lethal primary malignant tumors derived from the biliary tract system. The burden of BTCs varies according to sex, age, region, and country, but limited attention has been paid to the burden of BTCs. METHODS We sought to explore the up-to-date data from the Global Burden of Disease Study and expand findings by accessing the demographic features of BTC disease burden. Using the latest data from the Global Burden of Disease Study 2021 (GBD 2021), we evaluated and analyzed the distributions and patterns of BTC disease burden in various age groups, sexes, regions, and countries. RESULTS The number of incident cases, deaths, and disability-adjusted life-years (DALYs) tended to increase and peaked at 216,770 (95% uncertainty intercal [UI]: 181,890-245,240), 171,960 (95% UI: 142,350-194,240), and 3,732,100 (95% UI: 3,102,900-4,317,000) person-years, respectively, in 2021. However, the average global age-standardized rates (ASRs) of incident cases, deaths, and DALYs shrunk by -11.46% (95% UI: -21.91 to 3.35%), -24.09% (95% UI: -33.19 to 16.88%), and -26.25% (95% UI: -35.53 to 18.36%), respectively, from 1990 to 2021. Meanwhile, the male/female ratio (male per 100 female) of incidence, deaths, and DALYs changed from 76.40, 75.41, and 74.72 to 86.89, 79.11, and 82.29, respectively. In 2021, the highest number of incident cases, deaths, and DALYs occurred in East Asia. The top three highest incidences, deaths, and DALYs were observed in China, India, and Japan, and the highest ASRs were observed in Chile in 2021. Analysis of the Human Development Index along with disease burden estimates of BTCs also suggests that the burden of the disease is related to the level of comprehensive development of the society. CONCLUSION This study provided a comprehensive comparison of differences in the burden of disease across populations and over time, and further presented evidence concerning the formulation of prevention and control policies and etiologic studies for BTCs and proposed logical hypotheses to investigate.
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Affiliation(s)
- Xuheng Sun
- Department of Biliary-Pancreatic Surgery, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200120, China
| | - Jiangmei Liu
- National Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 100050, China
| | - Wei Zhang
- Department of Epidemiology, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200120, China
| | - Yijun Wang
- Department of Biliary-Pancreatic Surgery, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200120, China
| | - Yan Jiang
- Department of Medical Affairs, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200120, China
| | - Lijun Wang
- National Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 100050, China
| | - Yixin Zou
- Department of Epidemiology, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200120, China
| | - Yuxuan Xiao
- Department of Epidemiology, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200120, China
| | - Yongbing Xiang
- Department of Epidemiology, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200120, China
| | - Maolan Li
- Department of Biliary-Pancreatic Surgery, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200120, China
- Department of General Surgery, Jiading Branch, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 201800, China
- Shanghai Key Laboratory of Systems Regulation and Clinical Translation for Cancer, Shanghai 200127, China
| | - Maigeng Zhou
- National Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 100050, China
| | - Yingbin Liu
- Department of Biliary-Pancreatic Surgery, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200120, China
- Department of General Surgery, Jiading Branch, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 201800, China
- Shanghai Key Laboratory of Systems Regulation and Clinical Translation for Cancer, Shanghai 200127, China
- State Key Laboratory of Systems Medicine for Cancer, Shanghai Cancer Institute, Shanghai 200127, China
- Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200120, China
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Araki T, Muranushi R, Takagi K, Tanaka H, Shibuya K, Ando T, Yoshioka I, Hirabayashi K, Yasuda I, Fujii T. A case of successful conversion surgery for unresectable gallbladder cancer treated with durvalumab in combination with gemcitabine plus cisplatin. Clin J Gastroenterol 2024:10.1007/s12328-024-02053-3. [PMID: 39436624 DOI: 10.1007/s12328-024-02053-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Accepted: 10/12/2024] [Indexed: 10/23/2024]
Abstract
We report a rare case of a patient with initially unresectable gallbladder cancer who underwent conversion surgery with durvalumab in combination with gemcitabine plus cisplatin and achieved an R0 resection. A 68 year-old woman was found to have gallbladder cancer and multiple enlarged lymph nodes around the suprapancreatic rim and hepatic hilum invading the proper hepatic artery on computed tomography. The diagnosis was cT3cN2cM0, cStage IVB. After eight cycles of durvalumab in combination with gemcitabine plus cisplatin, all tumor markers became negative, and lymph node invasion of the hepatic artery disappeared. The patient underwent conversion surgery with gallbladder bed resection and regional lymph node dissection. There was no need for hepatic artery reconstruction. Pathology revealed ypT2aypN0ycM0, ypStage IIA, and radical resection was considered. Immunostaining of tissue collected at the time of endoscopic ultrasound-guided tissue acquisition revealed less than 1% programmed death ligand-1 expression. The patient continued adjuvant chemotherapy with single-agent durvalumab every 4 weeks and maintained a relapse-free survival of 8 months postoperatively. The utility of durvalumab in combination with gemcitabine plus cisplatin in unresectable gallbladder cancer independent of programmed death ligand-1 expression has been confirmed and may be an important option in future multimodal treatment, including conversion surgery.
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Affiliation(s)
- Tatsuhiro Araki
- Department of Surgery and Science, Faculty of Medicine, Academic Assembly, University of Toyama, 2630, Toyama, Sugitani, 930-0194, Japan
| | - Ryo Muranushi
- Department of Surgery and Science, Faculty of Medicine, Academic Assembly, University of Toyama, 2630, Toyama, Sugitani, 930-0194, Japan
| | - Kohji Takagi
- Department of Diagnostic Pathology, Faculty of Medicine, Academic Assembly, University of Toyama, 2630, Toyama, Sugitani, 930-0194, Japan
| | - Haruyoshi Tanaka
- Department of Surgery and Science, Faculty of Medicine, Academic Assembly, University of Toyama, 2630, Toyama, Sugitani, 930-0194, Japan
| | - Kazuto Shibuya
- Department of Surgery and Science, Faculty of Medicine, Academic Assembly, University of Toyama, 2630, Toyama, Sugitani, 930-0194, Japan
| | - Takayuki Ando
- Third Department of Internal Medicine, Faculty of Medicine, Academic Assembly, University of Toyama, 2630, Toyama, Sugitani, 930-0194, Japan
| | - Isaku Yoshioka
- Department of Surgery and Science, Faculty of Medicine, Academic Assembly, University of Toyama, 2630, Toyama, Sugitani, 930-0194, Japan
| | - Kenichi Hirabayashi
- Department of Diagnostic Pathology, Faculty of Medicine, Academic Assembly, University of Toyama, 2630, Toyama, Sugitani, 930-0194, Japan
| | - Ichiro Yasuda
- Third Department of Internal Medicine, Faculty of Medicine, Academic Assembly, University of Toyama, 2630, Toyama, Sugitani, 930-0194, Japan
| | - Tsutomu Fujii
- Department of Surgery and Science, Faculty of Medicine, Academic Assembly, University of Toyama, 2630, Toyama, Sugitani, 930-0194, Japan.
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Umemura A, Nitta H, Katagiri H, Sasaki A. Standardization of pure laparoscopic extended cholecystectomy with en-bloc lymphadenectomy of the hepatoduodenal ligament for gallbladder cancers. Asian J Endosc Surg 2023; 16:662-665. [PMID: 37394286 DOI: 10.1111/ases.13198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2023] [Accepted: 04/22/2023] [Indexed: 07/04/2023]
Abstract
BACKGROUND Application of laparoscopic liver resection (LLR) for gallbladder cancers (GBC) has been approved by the Japanese national health insurance system since 2022. However, there are few reports describing LLR techniques for GBCs. We herein report pure laparoscopic extended cholecystectomy with en-bloc lymphadenectomy of the hepatoduodenal ligament for clinical T2 GBC patients. MATERIALS AND SURGICAL TECHNIQUE We performed this procedure for five clinical T2 GBC patients from September 2019 to September 2022. Under general anesthesia and usual set-up for LLR, the caudal line of the hepatoduodenal ligament is transected and the lesser omentum is opened. The right and left hepatic arteries are skeletonized and taped while dissected lymph nodes being dissected toward the hilar side. Then, the common bile duct is taped and the portal vein dissecting the lymph nodes toward the gallbladder. After completing skeletonization of the hepatoduodenal ligament, the cystic duct and the cystic artery are clipped and divided. Hepatic parenchymal transection is performed employing Pringle's maneuver and crush-clamp technique, the same as usual LLR. We perform gallbladder bed resection with surgical margin of 2-3 cm from the gallbladder bed. The mean operating time and blood loss were 151 minutes and 46.4 mL, respectively. There was one case of bile leakage requiring endoscopic stent placement. DISCUSSION We successfully established pure laparoscopic extended cholecystectomy with en-bloc lymphadenectomy of the hepatoduodenal ligament for clinical T2 GBC.
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Affiliation(s)
- Akira Umemura
- Department of Surgery, Iwate Medical University, Yahaba, Japan
| | - Hiroyuki Nitta
- Department of Surgery, Iwate Medical University, Yahaba, Japan
| | | | - Akira Sasaki
- Department of Surgery, Iwate Medical University, Yahaba, Japan
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Xie ZH, Shi X, Liu MQ, Wang J, Yu Y, Zhang JX, Chu KJ, Li W, Ge RL, Cheng QB, Jiang XQ. Development and validation of a nomogram to predict overall survival in patients with incidental gallbladder cancer: A retrospective cohort study. Front Oncol 2023; 12:1007374. [PMID: 36761430 PMCID: PMC9902907 DOI: 10.3389/fonc.2022.1007374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Accepted: 12/28/2022] [Indexed: 01/25/2023] Open
Abstract
Objective The aim of this study was to develop and validate a nomogram to predict the overall survival of incidental gallbladder cancer. Methods A total of 383 eligible patients with incidental gallbladder cancer diagnosed in Shanghai Eastern Hepatobiliary Surgery Hospital from 2011 to 2021 were retrospectively included. They were randomly divided into a training cohort (70%) and a validation cohort (30%). Univariate and multivariate analyses and the Akaike information criterion were used to identify variables independently associated with overall survival. A Cox proportional hazards model was used to construct the nomogram. The C-index, area under time-dependent receiver operating characteristic curves and calibration curves were used to evaluate the discrimination and calibration of the nomogram. Results T stage, N metastasis, peritoneal metastasis, reresection and histology were independent prognostic factors for overall survival. Based on these predictors, a nomogram was successfully established. The C-index of the nomogram in the training cohort and validation cohort was 0.76 and 0.814, respectively. The AUCs of the nomogram in the training cohort were 0.8, 0.819 and 0.815 for predicting OS at 1, 3 and 5 years, respectively, while the AUCs of the nomogram in the validation cohort were 0.846, 0.845 and 0.902 for predicting OS at 1, 3 and 5 years, respectively. Compared with the 8th AJCC staging system, the AUCs of the nomogram in the present study showed a better discriminative ability. Calibration curves for the training and validation cohorts showed excellent agreement between the predicted and observed outcomes at 1, 3 and 5 years. Conclusions The nomogram in this study showed excellent discrimination and calibration in predicting overall survival in patients with incidental gallbladder cancer. It is useful for physicians to obtain accurate long-term survival information and to help them make optimal treatment and follow-up decisions.
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Affiliation(s)
- Zhi-Hua Xie
- Department I of Biliary Tract Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Xuebing Shi
- Department I of Biliary Tract Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Ming-Qi Liu
- Department I of Biliary Tract Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Jinghan Wang
- Department of Hepatopancreatobiliary Surgery, East Hospital, Tongji University, Shanghai, China
| | - Yong Yu
- Department I of Biliary Tract Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Ji-Xiang Zhang
- Department I of Biliary Tract Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Kai-Jian Chu
- Department I of Biliary Tract Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Wei Li
- Department I of Biliary Tract Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Rui-Liang Ge
- Department I of Biliary Tract Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Qing-Bao Cheng
- Department I of Biliary Tract Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China,*Correspondenc: Xiao-Qing Jiang, ; Qing-Bao Cheng,
| | - Xiao-Qing Jiang
- Department I of Biliary Tract Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China,*Correspondenc: Xiao-Qing Jiang, ; Qing-Bao Cheng,
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5
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Jin YW, Ma WJ, Gao W, Li FY, Cheng NS. Laparoscopic versus open oncological extended re-resection for incidental gallbladder adenocarcinoma: we can do more than T1/2. Surg Endosc 2023; 37:3642-3656. [PMID: 36635401 DOI: 10.1007/s00464-022-09839-x] [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: 09/09/2022] [Accepted: 12/16/2022] [Indexed: 01/13/2023]
Abstract
BACKGROUND The laparoscopic and open approaches have comparable safety and oncological efficacy to treat early (T1b or T2) stage incidental gallbladder cancer (IGBC). However, their effects on T3 stage or above tumors unclear. METHODS Data of IGBC patients who underwent radical re-resection were retrospectively analyzed. Demographic characteristics, surgical variables, and tumor characteristics were evaluated for association with survival. RESULTS We analyzed retrospectively 201 patients (72 men, 129 women; median age 63 years; range, 36-85 years). 84 underwent laparoscopic re-resection and 117 underwent open surgery. The 5-year OS post-resection was 74.7%, with a median survival of 74.52 months. The median OS (73.92 months vs. 77.04 months, P = 0.67), and disease-free survival (72.60 months vs. 71.09 months, P = 0.18) were comparable between the laparoscopic re-resection and open surgery groups. The survival of patients with T1/T2 (median: 85.50 months vs. 80.14 months; P = 0.67) and T3 (median: 68.56 months vs. 58.85 months; P = 0.36) disease were comparable between the open re-resection and laparoscopic re-resection groups even after PS matching. Open surgery group lost significantly more blood, while laparoscopic surgery took longer. The postsurgical stay in the laparoscopic re-resection group was significantly shorter. Combined extrahepatic bile duct resection, gallbladder perforation, pT, pStage, histological grade, microscopic liver invasion, status of the resected margin, and adjuvant therapy comprised significant independent prognostic indicators for IGBC. CONCLUSIONS Laparoscopic and open surgery can achieve similar short and long-term outcomes for T3 IGBC; however, careful surgical manipulation is necessary to avoid secondary injuries.
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Affiliation(s)
- Yan-Wen Jin
- Department of Biliary Surgery, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan, 610041, People's Republic of China
- Department of Biliary Disease Research Center, West China Hospital of Sichuan University, Chengdu, China
| | - Wen-Jie Ma
- Department of Biliary Surgery, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan, 610041, People's Republic of China
- Department of Biliary Disease Research Center, West China Hospital of Sichuan University, Chengdu, China
| | - Wei Gao
- Health Management Center, West China Hospital, Sichuan University, Chengdu, China
| | - Fu-Yu Li
- Department of Biliary Surgery, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan, 610041, People's Republic of China.
- Department of Biliary Disease Research Center, West China Hospital of Sichuan University, Chengdu, China.
| | - Nan-Sheng Cheng
- Department of Biliary Surgery, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan, 610041, People's Republic of China.
- Department of Biliary Disease Research Center, West China Hospital of Sichuan University, Chengdu, China.
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Shindo Y, Nagano H, Kanai M, Kobayashi S, Wada H, Sakai D, Eguchi H, Baba H, Kamachi H, Takayama T, Ueno M, Takahashi M, Nakagami Y, Yoshimura K, Hatano E, Ioka T. Clinical outcomes of second‑line chemotherapy after gemcitabine and cisplatin plus S‑1 treatment for patients with advanced biliary tract cancer in the KHBO1401‑3A study. Oncol Rep 2023; 49:41. [PMID: 36633148 PMCID: PMC9868686 DOI: 10.3892/or.2023.8478] [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: 10/13/2022] [Accepted: 12/13/2022] [Indexed: 01/13/2023] Open
Abstract
Since the completion of the KHBO1401 study, which evaluated the efficacy of the combination of gemcitabine (GEM) and cisplatin (GC) compared with GC plus S‑1 (GCS), GCS has become a standard chemotherapy for patients with advanced biliary tract cancer (BTC). However, there are currently no data revealing second‑line therapy options after GCS. The present study aimed to evaluate the survival outcomes of patients receiving second‑line chemotherapy for advanced BTC, refractory or intolerant to GCS, using data from the KHBO1401 study. Patients who received a second‑line treatment after GCS chemotherapy between July 2014 and February 2016 were retrospectively studied. Overall survival (OS) was calculated from the day of GCS treatment failure or the first day of second‑line chemotherapy to the final follow‑up date or until death from any cause. Among 83 patients refractory or intolerant to GCS chemotherapy, 51 (61%) received second‑line chemotherapy, including GCS (n=8), GC (n=15), GEM (n=6), GEM plus S‑1 (GS) (n=4) and S‑1 (n=18). The 6‑ and 12‑month OS rates were 66.7 and 44.4%, respectively, following second‑line chemotherapy, and 6.3 and 3.1%, respectively, in the best supportive care group (P<0.0001). In addition, the 12‑ and 24‑month OS rates were 59.3 and 36.2%, respectively, in the multidrug chemotherapy group, and 26.9 and 9.0%, respectively, in the single‑agent chemotherapy group (P=0.0191). These results suggested that second‑line combination chemotherapy is a viable treatment option for patients with advanced BTC that is refractory or intolerant to first‑line GCS therapy.
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Affiliation(s)
- Yoshitaro Shindo
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, Ube, Yamaguchi 755-8505, Japan
| | - Hiroaki Nagano
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, Ube, Yamaguchi 755-8505, Japan,Correspondence to: Professor Hiroaki Nagano, Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi 755-8505, Japan, E-mail:
| | - Masashi Kanai
- Department of Medical Oncology, Kyoto University Hospital, Kyoto 606-8501, Japan
| | - Shogo Kobayashi
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Osaka University, Suita, Osaka 565-0871, Japan
| | - Hiroshi Wada
- Department of Gastroenterological Surgery, Osaka International Cancer Institute, Osaka University, Suita, Osaka 565-0871, Japan
| | - Daisuke Sakai
- Department of Frontier Science for Cancer and Chemotherapy, Osaka University, Suita, Osaka 565-0871, Japan
| | - Hidetoshi Eguchi
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Osaka University, Suita, Osaka 565-0871, Japan
| | - Hideo Baba
- Department of Gastroenterological Surgery, Graduate School of Medical Science, Kumamoto University, Kumamoto 860-8556, Japan
| | - Hirofumi Kamachi
- Department of Gastroenterological Surgery I, Hokkaido University Graduate School of Medicine, Sapporo, Hokkaido 060-8648, Japan
| | - Tadatoshi Takayama
- Department of Digestive Surgery, Nihon University School of Medicine, Tokyo 173-8610, Japan
| | - Masaki Ueno
- Second Department of Surgery, School of Medicine, Wakayama Medical University, Wakayama 641-8509, Japan
| | - Masahiro Takahashi
- Department of Medical Oncology, Tohoku University Hospital, Sendai, Miyagi 980-8574, Japan
| | - Yuki Nakagami
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, Ube, Yamaguchi 755-8505, Japan
| | - Kenichi Yoshimura
- Medical Center for Clinical and Translational Research, Hiroshima University Hospital, Hiroshima 734-8551, Japan
| | - Etsuro Hatano
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto 606-8501, Japan
| | - Tatsuya Ioka
- Department of Oncology Center, Yamaguchi University Hospital, Ube, Yamaguchi 755-8505, Japan
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Fujita H, Wakiya T, Ishido K, Kimura N, Nagase H, Kanda T, Matsuzaka M, Sasaki Y, Hakamada K. Differential diagnoses of gallbladder tumors using CT-based deep learning. Ann Gastroenterol Surg 2022; 6:823-832. [PMID: 36338581 PMCID: PMC9628252 DOI: 10.1002/ags3.12589] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 05/29/2022] [Indexed: 11/08/2022] Open
Abstract
Background The differential diagnosis between gallbladder cancer (GBC) and xanthogranulomatous cholecystitis (XGC) remains quite challenging, and can possibly lead to improper surgery. This study aimed to distinguish between XGC and GBC by combining computed tomography (CT) images and deep learning (DL) to maximize the therapeutic success of surgery. Methods We collected a dataset, including preoperative CT images, from 28 cases of GBC and 21 XGC patients undergoing surgery at our facility. It was subdivided into training and validation (n = 40), and test (n = 9) datasets. We built a CT patch-based discriminating model using a residual convolutional neural network and employed 5-fold cross-validation. The discriminating performance of the model was analyzed in the test dataset. Results Of the 40 patients in the training dataset, GBC and XGC were observed in 21 (52.5%), and 19 (47.5%) patients, respectively. A total of 61 126 patches were extracted from the 40 patients. In the validation dataset, the average sensitivity, specificity, and accuracy were 98.8%, 98.0%, and 98.5%, respectively. Furthermore, the area under the receiver operating characteristic curve (AUC) was 0.9985. In the test dataset, which included 11 738 patches, the discriminating accuracy for GBC patients after neoadjuvant chemotherapy (NAC) (n = 3) was insufficient (61.8%). However, the discriminating model demonstrated high accuracy (98.2%) and AUC (0.9893) for cases other than those receiving NAC. Conclusion Our CT-based DL model exhibited high discriminating performance in patients with GBC and XGC. Our study proposes a novel concept for selecting the appropriate procedure and avoiding unnecessary invasive measures.
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Affiliation(s)
- Hiroaki Fujita
- Department of Gastroenterological SurgeryHirosaki University Graduate School of MedicineHirosakiJapan
| | - Taiichi Wakiya
- Department of Gastroenterological SurgeryHirosaki University Graduate School of MedicineHirosakiJapan
| | - Keinosuke Ishido
- Department of Gastroenterological SurgeryHirosaki University Graduate School of MedicineHirosakiJapan
| | - Norihisa Kimura
- Department of Gastroenterological SurgeryHirosaki University Graduate School of MedicineHirosakiJapan
| | - Hayato Nagase
- Department of Gastroenterological SurgeryHirosaki University Graduate School of MedicineHirosakiJapan
| | - Taishu Kanda
- Department of Gastroenterological SurgeryHirosaki University Graduate School of MedicineHirosakiJapan
| | - Masashi Matsuzaka
- Department of Medical InformaticsHirosaki University HospitalHirosakiJapan
| | - Yoshihiro Sasaki
- Department of Medical InformaticsHirosaki University HospitalHirosakiJapan
| | - Kenichi Hakamada
- Department of Gastroenterological SurgeryHirosaki University Graduate School of MedicineHirosakiJapan
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8
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Okuda S, Hirose Y, Takihara H, Okuda A, Ling Y, Tajima Y, Shimada Y, Ichikawa H, Takizawa K, Sakata J, Wakai T. Unveiling microbiome profiles in human inner body fluids and tumor tissues with pancreatic or biliary tract cancer. Sci Rep 2022; 12:8766. [PMID: 35610303 PMCID: PMC9130259 DOI: 10.1038/s41598-022-12658-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Accepted: 05/13/2022] [Indexed: 11/09/2022] Open
Abstract
With the discovery of bacterial symbiosis in the tissues of various cancers, the study of the tumor microbiome is attracting a great deal of attention. Anatomically, since the gastrointestinal tract, liver, and pancreas form a continuous ductal structure, the microbiomes in the digestive juices of these organs may influence each other. Here, we report a series of microbiome data in tumor-associated tissues such as tumor, non-tumor, and lymph nodes, and body fluids such as saliva, gastric juice, pancreatic juice, bile, and feces of patients with pancreatic or biliary tract cancers. The results show that the microbiome of tumor-associated tissues has a very similar bacterial composition, but that in body fluids has different bacterial composition which varies by location, where some bacteria localize to specific body fluids. Surprisingly, Akkermansia was only detected in the bile of patients with biliary tract cancer and its presence was significantly associated with the performance of external biliary drainage (P = 0.041). Furthermore, we found that tumor-associated tissues and body fluids in deep inner body are mostly inhabited by unidentified and uncharacterized bacteria, suggesting that such bacteria may be potential targets for precision therapy in the future.
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Affiliation(s)
- Shujiro Okuda
- Division of Bioinformatics, Niigata University Graduate School of Medical and Dental Sciences, 2-5274 Gakkocho-dori, Chuo-ku, Niigata, 951-8514, Japan. .,Medical AI Center, Niigata University School of Medicine, 2-5274 Gakkocho-dori, Chuo-ku, Niigata, 951-8514, Japan.
| | - Yuki Hirose
- Division of Digestive and General Surgery, Niigata University Graduate School of Medical and Dental Sciences, 1-757 Asahimachi-dori, Chuo-ku, Niigata, 951-8510, Japan
| | - Hayato Takihara
- Division of Bioinformatics, Niigata University Graduate School of Medical and Dental Sciences, 2-5274 Gakkocho-dori, Chuo-ku, Niigata, 951-8514, Japan
| | - Akiko Okuda
- Department of Medical Technology, Graduate School of Health Sciences, Niigata University, 2-746 Asahimachi-dori, Chuo-ku, Niigata, Niigata, 951-8518, Japan
| | - Yiwei Ling
- Division of Bioinformatics, Niigata University Graduate School of Medical and Dental Sciences, 2-5274 Gakkocho-dori, Chuo-ku, Niigata, 951-8514, Japan.,Medical AI Center, Niigata University School of Medicine, 2-5274 Gakkocho-dori, Chuo-ku, Niigata, 951-8514, Japan
| | - Yosuke Tajima
- Division of Digestive and General Surgery, Niigata University Graduate School of Medical and Dental Sciences, 1-757 Asahimachi-dori, Chuo-ku, Niigata, 951-8510, Japan
| | - Yoshifumi Shimada
- Division of Digestive and General Surgery, Niigata University Graduate School of Medical and Dental Sciences, 1-757 Asahimachi-dori, Chuo-ku, Niigata, 951-8510, Japan
| | - Hiroshi Ichikawa
- Division of Digestive and General Surgery, Niigata University Graduate School of Medical and Dental Sciences, 1-757 Asahimachi-dori, Chuo-ku, Niigata, 951-8510, Japan
| | - Kazuyasu Takizawa
- Division of Digestive and General Surgery, Niigata University Graduate School of Medical and Dental Sciences, 1-757 Asahimachi-dori, Chuo-ku, Niigata, 951-8510, Japan
| | - Jun Sakata
- Division of Digestive and General Surgery, Niigata University Graduate School of Medical and Dental Sciences, 1-757 Asahimachi-dori, Chuo-ku, Niigata, 951-8510, Japan
| | - Toshifumi Wakai
- Division of Digestive and General Surgery, Niigata University Graduate School of Medical and Dental Sciences, 1-757 Asahimachi-dori, Chuo-ku, Niigata, 951-8510, Japan.
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Jin Y, Gao W, Regmi P, Hu H, Cheng N, Li F. Oncologic Extended Resection of T3-Stage Incidental Gallbladder Carcinoma. J Gastrointest Surg 2022; 26:991-992. [PMID: 35059987 DOI: 10.1007/s11605-022-05252-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Accepted: 01/10/2022] [Indexed: 01/31/2023]
Affiliation(s)
- Yanwen Jin
- Department of Biliary Surgery, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan, 610041, People's Republic of China
| | - Wei Gao
- Health Management Center, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Parbatraj Regmi
- Department of Biliary Surgery, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan, 610041, People's Republic of China
| | - Haijie Hu
- Department of Biliary Surgery, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan, 610041, People's Republic of China
| | - Nansheng Cheng
- Department of Biliary Surgery, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan, 610041, People's Republic of China
| | - Fuyu Li
- Department of Biliary Surgery, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan, 610041, People's Republic of China.
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