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Yuan K, Zhang X, Yang Q, Deng X, Deng Z, Liao X, Si W. Risk prediction and analysis of gallbladder polyps with deep neural network. Comput Assist Surg (Abingdon) 2024; 29:2331774. [PMID: 38520294 DOI: 10.1080/24699322.2024.2331774] [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] [Indexed: 03/25/2024] Open
Abstract
The aim of this study is to analyze the risk factors associated with the development of adenomatous and malignant polyps in the gallbladder. Adenomatous polyps of the gallbladder are considered precancerous and have a high likelihood of progressing into malignancy. Preoperatively, distinguishing between benign gallbladder polyps, adenomatous polyps, and malignant polyps is challenging. Therefore, the objective is to develop a neural network model that utilizes these risk factors to accurately predict the nature of polyps. This predictive model can be employed to differentiate the nature of polyps before surgery, enhancing diagnostic accuracy. A retrospective study was done on patients who had cholecystectomy surgeries at the Department of Hepatobiliary Surgery of the Second People's Hospital of Shenzhen between January 2017 and December 2022. The patients' clinical characteristics, lab results, and ultrasonographic indices were examined. Using risk variables for the growth of adenomatous and malignant polyps in the gallbladder, a neural network model for predicting the kind of polyps will be created. A normalized confusion matrix, PR, and ROC curve were used to evaluate the performance of the model. In this comprehensive study, we meticulously analyzed a total of 287 cases of benign gallbladder polyps, 15 cases of adenomatous polyps, and 27 cases of malignant polyps. The data analysis revealed several significant findings. Specifically, hepatitis B core antibody (95% CI -0.237 to 0.061, p < 0.001), number of polyps (95% CI -0.214 to -0.052, p = 0.001), polyp size (95% CI 0.038 to 0.051, p < 0.001), wall thickness (95% CI 0.042 to 0.081, p < 0.001), and gallbladder size (95% CI 0.185 to 0.367, p < 0.001) emerged as independent predictors for gallbladder adenomatous polyps and malignant polyps. Based on these significant findings, we developed a predictive classification model for gallbladder polyps, represented as follows, Predictive classification model for GBPs = -0.149 * core antibody - 0.033 * number of polyps + 0.045 * polyp size + 0.061 * wall thickness + 0.276 * gallbladder size - 4.313. To assess the predictive efficiency of the model, we employed precision-recall (PR) and receiver operating characteristic (ROC) curves. The area under the curve (AUC) for the prediction model was 0.945 and 0.930, respectively, indicating excellent predictive capability. We determined that a polyp size of 10 mm served as the optimal cutoff value for diagnosing gallbladder adenoma, with a sensitivity of 81.5% and specificity of 60.0%. For the diagnosis of gallbladder cancer, the sensitivity and specificity were 81.5% and 92.5%, respectively. These findings highlight the potential of our predictive model and provide valuable insights into accurate diagnosis and risk assessment for gallbladder polyps. We identified several risk factors associated with the development of adenomatous and malignant polyps in the gallbladder, including hepatitis B core antibodies, polyp number, polyp size, wall thickness, and gallbladder size. To address the need for accurate prediction, we introduced a novel neural network learning algorithm. This algorithm utilizes the aforementioned risk factors to predict the nature of gallbladder polyps. By accurately identifying the nature of these polyps, our model can assist patients in making informed decisions regarding their treatment and management strategies. This innovative approach aims to improve patient outcomes and enhance the overall effectiveness of care.
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Affiliation(s)
- Kerong Yuan
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People's Hospital, Shenzhen, P.R. China
| | - Xiaofeng Zhang
- School of Mechanical Engineering, Nantong University, Nantong, P.R. China
| | - Qian Yang
- Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, P.R. China
| | - Xuesong Deng
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People's Hospital, Shenzhen, P.R. China
| | - Zhe Deng
- Department of Emergency Medicine, the First Affiliated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People's Hospital, Shenzhen, P.R. China
| | - Xiangyun Liao
- Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, P.R. China
| | - Weixin Si
- Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, P.R. China
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Fei X, Cheng Z, Zhu L, Han P, Li N, Jiao Z, Liang S, Jiang B, Li M, Li H, Lv W. A practical contrast-enhanced ultrasound risk prediction of gallbladder polyp: differentiation of adenoma from cholesterol polyp lesion. Abdom Radiol (NY) 2024:10.1007/s00261-024-04566-4. [PMID: 39254706 DOI: 10.1007/s00261-024-04566-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2024] [Revised: 08/26/2024] [Accepted: 08/30/2024] [Indexed: 09/11/2024]
Affiliation(s)
- Xiang Fei
- Department of Ultrasound, the First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Zhihao Cheng
- Institute of Reproductive and Child Health/National Health Commission Key Laboratory of Reproductive Health, Peking University Health Science Center, Beijing, China
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China
| | - Lianhua Zhu
- Department of Ultrasound, the First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Peng Han
- Department of Ultrasound, the First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Nan Li
- Department of Ultrasound, the First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Ziyu Jiao
- Department of Ultrasound, the First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Shuyuan Liang
- Department of Ultrasound, the First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Bo Jiang
- Department of Ultrasound, the First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Miao Li
- Department of Ultrasound, the First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Hongtian Li
- Institute of Reproductive and Child Health/National Health Commission Key Laboratory of Reproductive Health, Peking University Health Science Center, Beijing, China.
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China.
| | - Wenping Lv
- Faculty of Hepato-Pancreato-Biliary Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China.
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Li Q, Dou M, Liu H, Jia P, Wang X, Geng X, Zhang Y, Yang R, Li J, Yang W, Yao C, Zhang X, Lei D, Yang C, Hao Q, Liu Y, Guo Z, Geng Z, Zhang D. Prediction of neoplastic gallbladder polyps in patients with different age level based on preoperative ultrasound: a multi-center retrospective real-world study. BMC Gastroenterol 2024; 24:146. [PMID: 38689244 PMCID: PMC11059696 DOI: 10.1186/s12876-024-03240-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 04/24/2024] [Indexed: 05/02/2024] Open
Abstract
BACKGROUND The prevalence of neoplastic polyps in gallbladder polyps (GPs) increases sharply with age and is associated with gallbladder carcinoma (GBC). This study aims to predict neoplastic polyps and provide appropriate treatment strategies based on preoperative ultrasound features in patients with different age level. METHODS According to the age classification of WHO, 1523 patients with GPs who underwent cholecystectomy from January 2015 to December 2019 at 11 tertiary hospitals in China were divided into young adults group (n=622), middle-aged group (n=665) and elderly group (n=236). Linear scoring models were established based on independent risk variables screened by the Logistic regression model in different age groups. The area under ROC (AUC) to evaluate the predictive ability of linear scoring models, long- and short- diameter of GPs. RESULTS Independent risk factors for neoplastic polyps included the number of polyps, polyp size (long diameter), and fundus in the young adults and elderly groups, while the number of polyps, polyp size (long diameter), and polyp size (short diameter) in the middle-aged groups. In different age groups, the AUCs of its linear scoring model were higher than the AUCs of the long- and short- diameter of GPs for differentiating neoplastic and non-neoplastic polyps (all P<0.05), and Hosmer-Lemeshow goodness of fit test showed that the prediction accuracy of the linear scoring models was higher than the long- and short- diameter of GPs (all P>0.05). CONCLUSION The linear scoring models of the young adults, middle-aged and elderly groups can effectively distinguish neoplastic polyps from non-neoplastic polyps based on preoperative ultrasound features.
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Affiliation(s)
- Qi Li
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, China
| | - Minghui Dou
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, China
| | - Hengchao Liu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, China
| | - Pengbo Jia
- Department of Hepatobiliary Surgery, The First People's Hospital of Xianyang City, Xianyang, Shaanxi, 712000, China
| | - Xintuan Wang
- Department of Hepatobiliary Surgery, The First People's Hospital of Xianyang City, Xianyang, Shaanxi, 712000, China
| | - Xilin Geng
- Department of Hepatobiliary Surgery, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, 710068, China
| | - Yu Zhang
- Department of Hepatobiliary Surgery, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, 710068, China
| | - Rui Yang
- Department of Hepatobiliary Surgery, Central Hospital of Hanzhong City, Hanzhong, Shaanxi, 723000, China
| | - Junhui Li
- Department of General Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710004, China
| | - Wenbin Yang
- Department of General Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710004, China
| | - Chunhe Yao
- Department of General Surgery, Xianyang Hospital of Yan'an University, Xianyang, Shaanxi, 712000, China
| | - Xiaodi Zhang
- Department of General Surgery, 215 Hospital of Shaanxi Nuclear Industry, Xianyang, Shaanxi, 712000, China
| | - Da Lei
- Department of Hepatobiliary Surgery, Central Hospital of Baoji City, Baoji, Shaanxi, 721000, China
| | - Chenglin Yang
- Department of General Surgery, Central Hospital of Ankang City, Ankang, Shaanxi, 725000, China
| | - Qiwei Hao
- Department of Hepatobiliary Surgery, The Second Hospital of Yulin City, Yulin, Shaanxi, 719000, China
| | - Yimin Liu
- Department of Hepatobiliary Surgery, People's Hospital of Baoji City, Baoji, Shaanxi, 721000, China
| | - Zhihua Guo
- Department of Hepatobiliary Surgery, People's Hospital of Baoji City, Baoji, Shaanxi, 721000, China
| | - Zhimin Geng
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, China.
| | - Dong Zhang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, China.
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Liu H, Lu Y, Shen K, Zhou M, Mao X, Li R. Advances in the management of gallbladder polyps: establishment of predictive models and the rise of gallbladder-preserving polypectomy procedures. BMC Gastroenterol 2024; 24:7. [PMID: 38166603 PMCID: PMC10759486 DOI: 10.1186/s12876-023-03094-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 12/13/2023] [Indexed: 01/05/2024] Open
Abstract
Gallbladder polyps are a common biliary tract disease whose treatment options have yet to be fully established. The indication of "polyps ≥ 10 mm in diameter" for cholecystectomy increases the possibility of gallbladder excision due to benign polyps. Compared to enumeration of risk factors in clinical guidelines, predictive models based on statistical methods and artificial intelligence provide a more intuitive representation of the malignancy degree of gallbladder polyps. Minimally invasive gallbladder-preserving polypectomy procedures, as a combination of checking and therapeutic approaches that allow for eradication of lesions and preservation of a functional gallbladder at the same time, have been shown to maximize the benefits to patients with benign polyps. Despite the reported good outcomes of predictive models and gallbladder-preserving polypectomy procedures, the studies were associated with various limitations, including small sample sizes, insufficient data types, and unknown long-term efficacy, thereby enhancing the need for multicenter and large-scale clinical studies. In conclusion, the emergence of predictive models and minimally invasive gallbladder-preserving polypectomy procedures has signaled an ever increasing attention to the role of the gallbladder and clinical management of gallbladder polyps.
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Affiliation(s)
- Haoran Liu
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Pinghai Road, Gusu District, Suzhou, 215000, Jiangsu, China
| | - Yongda Lu
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Pinghai Road, Gusu District, Suzhou, 215000, Jiangsu, China
| | - Kanger Shen
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Pinghai Road, Gusu District, Suzhou, 215000, Jiangsu, China
| | - Ming Zhou
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Pinghai Road, Gusu District, Suzhou, 215000, Jiangsu, China
| | - Xiaozhe Mao
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Pinghai Road, Gusu District, Suzhou, 215000, Jiangsu, China
| | - Rui Li
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Pinghai Road, Gusu District, Suzhou, 215000, Jiangsu, China.
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Zhu L, Han P, Jiang B, Zhu Y, Li N, Fei X. Value of Micro Flow Imaging in the Prediction of Adenomatous Polyps. ULTRASOUND IN MEDICINE & BIOLOGY 2023; 49:1586-1594. [PMID: 37012096 DOI: 10.1016/j.ultrasmedbio.2023.03.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 02/20/2023] [Accepted: 03/03/2023] [Indexed: 05/17/2023]
Abstract
OBJECTIVE The aim of this study was to assess the value of micro flow imaging (MFI) in distinguishing adenomatous polyps from cholesterol polyps. METHODS A total of 143 patients who underwent cholecystectomy for gallbladder polyps were retrospectively analyzed. B-mode ultrasound (BUS), color Doppler flow imaging (CDFI), MFI and contrast-enhanced ultrasound (CEUS) were performed before cholecystectomy. The weighted kappa consistency test was used to evaluate the agreement of vascular morphology among CDFI, MFI and CEUS. Ultrasound image characteristics, including BUS, CDFI and MFI images, were compared between adenomatous polyps and cholesterol polyps. The independent risk factors for adenomatous polyps were selected. The diagnostic performance of MFI combined with BUS in determining adenomatous polyps was compared with CDFI combined with BUS. RESULTS Of the 143 patients, 113 cases were cholesterol polyps, and 30 cases were adenomatous polyps. The vascular morphology of gallbladder polyps was more clearly depicted by MFI than CDFI, and it had better agreement with CEUS. Differences in maximum size, height/width ratio, hyperechoic spot and vascular intensity on CDFI and MFI images were significant between adenomatous polyps and cholesterol polyps (p < 0.05). The maximum size, height/width ratio, and vascular intensity on MFI images were independent risk factors for adenomatous polyps. For MFI combined with BUS, sensitivity, specificity and accuracy were 90.00%, 94.69% and 93.70%, respectively. Area under the receiver operating characteristic curve (AUC) of MFI combined with BUS was significantly higher than that of CDFI combined with BUS (AUC = 0.923 vs. 0.784). CONCLUSION Compared with CDFI combined with BUS, MFI combined with BUS had higher diagnostic performance in determining adenomatous polyps.
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Affiliation(s)
- Lianhua Zhu
- Department of Ultrasound, First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Peng Han
- Department of Ultrasound, First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Bo Jiang
- Department of Ultrasound, First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Yaqiong Zhu
- Department of Ultrasound, First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Nan Li
- Department of Ultrasound, First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Xiang Fei
- Department of Ultrasound, First Medical Center, Chinese PLA General Hospital, Beijing, China.
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Li Q, Dou M, Zhang J, Jia P, Wang X, Lei D, Li J, Yang W, Yang R, Yang C, Zhang X, Hao Q, Geng X, Zhang Y, Liu Y, Guo Z, Yao C, Cai Z, Si S, Geng Z, Zhang D. A Bayesian network model to predict neoplastic risk for patients with gallbladder polyps larger than 10 mm based on preoperative ultrasound features. Surg Endosc 2023:10.1007/s00464-023-10056-3. [PMID: 37041283 DOI: 10.1007/s00464-023-10056-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 03/26/2023] [Indexed: 04/13/2023]
Abstract
BACKGROUND Polyp size of 10 mm is insufficient to discriminate neoplastic and non-neoplastic risk in patients with gallbladder polyps (GPs). The aim of the study is to develop a Bayesian network (BN) prediction model to identify neoplastic polyps and create more precise criteria for surgical indications in patients with GPs lager than 10 mm based on preoperative ultrasound features. METHODS A BN prediction model was established and validated based on the independent risk variables using data from 759 patients with GPs who underwent cholecystectomy from January 2015 to August 2022 at 11 tertiary hospitals in China. The area under receiver operating characteristic curves (AUCs) were used to evaluate the predictive ability of the BN model and current guidelines, and Delong test was used to compare the AUCs. RESULTS The mean values of polyp cross-sectional area (CSA), long, and short diameter of neoplastic polyps were higher than those of non-neoplastic polyps (P < 0.0001). Independent neoplastic risk factors for GPs included single polyp, polyp CSA ≥ 85 mm 2, fundus with broad base, and medium echogenicity. The accuracy of the BN model established based on the above independent variables was 81.88% and 82.35% in the training and testing sets, respectively. Delong test also showed that the AUCs of the BN model was better than that of JSHBPS, ESGAR, US-reported, and CCBS in training and testing sets, respectively (P < 0.05). CONCLUSION A Bayesian network model was accurate and practical for predicting neoplastic risk in patients with gallbladder polyps larger than 10 mm based on preoperative ultrasound features.
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Affiliation(s)
- Qi Li
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, China
| | - Minghui Dou
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, China
| | - Jingwei Zhang
- Department of Industrial Engineering, School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, 710072, Shaanxi, China
| | - Pengbo Jia
- Department of Hepatobiliary Surgery, The First People's Hospital of Xianyang City, Xianyang, 712000, Shaanxi, China
| | - Xintuan Wang
- Department of Hepatobiliary Surgery, The First People's Hospital of Xianyang City, Xianyang, 712000, Shaanxi, China
| | - Da Lei
- Department of Hepatobiliary Surgery, Central Hospital of Baoji City, Baoji, 721000, Shaanxi, China
| | - Junhui Li
- Department of General Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710004, Shaanxi, China
| | - Wenbin Yang
- Department of General Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710004, Shaanxi, China
| | - Rui Yang
- Department of Hepatobiliary Surgery, Central Hospital of Hanzhong City, Hanzhong, 723000, Shaanxi, China
| | - Chenglin Yang
- Department of General Surgery, Central Hospital of Ankang City, Ankang, 725000, Shaanxi, China
| | - Xiaodi Zhang
- Department of General Surgery, No. 215 Hospital of Shaanxi Nuclear Industry, Xianyang, 712000, Shaanxi, China
| | - Qiwei Hao
- Department of Hepatobiliary Surgery, The Second Hospital of Yulin City, Yulin, 719000, Shaanxi, China
| | - Xilin Geng
- Department of Hepatobiliary Surgery, Shaanxi Provincial People's Hospital, Xi'an, 710068, Shaanxi, China
| | - Yu Zhang
- Department of Hepatobiliary Surgery, Shaanxi Provincial People's Hospital, Xi'an, 710068, Shaanxi, China
| | - Yimin Liu
- Department of Hepatobiliary Surgery, People's Hospital of Baoji City, Baoji, 721000, Shaanxi, China
| | - Zhihua Guo
- Department of Hepatobiliary Surgery, People's Hospital of Baoji City, Baoji, 721000, Shaanxi, China
| | - Chunhe Yao
- Department of General Surgery, Xianyang Hospital of Yan'an University, Xianyang, 712000, Shaanxi, China
| | - Zhiqiang Cai
- Department of Industrial Engineering, School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, 710072, Shaanxi, China
| | - Shubin Si
- Department of Industrial Engineering, School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, 710072, Shaanxi, China
| | - Zhimin Geng
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, China.
| | - Dong Zhang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, China.
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Riddell ZC, Corallo C, Albazaz R, Foley KG. Gallbladder polyps and adenomyomatosis. Br J Radiol 2023; 96:20220115. [PMID: 35731858 PMCID: PMC9975534 DOI: 10.1259/bjr.20220115] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Incidental findings are commonly detected during examination of the gallbladder. Differentiating benign from malignant lesions is critical because of the poor prognosis associated with gallbladder malignancy. Therefore, it is important that radiologists and sonographers are aware of common incidental gallbladder findings, which undoubtedly will continue to increase with growing medical imaging use. Ultrasound is the primary imaging modality used to examine the gallbladder and biliary tree, but contrast-enhanced ultrasound and MRI are increasingly used. This review article focuses on two common incidental findings in the gallbladder; adenomyomatosis and gallbladder polyps. The imaging features of these conditions will be reviewed and compared between radiological modalities, and the pathology, epidemiology, natural history, and management will be discussed.
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Affiliation(s)
- Zena C Riddell
- National Imaging Academy of Wales (NIAW), Bridgend, United Kingdom
| | - Carmelo Corallo
- Department of Radiology, Leeds Teaching Hospitals NHS Trust, St James’s University Hospital, Leeds, England
| | - Raneem Albazaz
- Department of Radiology, Leeds Teaching Hospitals NHS Trust, St James’s University Hospital, Leeds, England
| | - Kieran G Foley
- Division of Cancer & Genetics, School of Medicine, Cardiff University, Wales, United Kingdom
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8
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Li Q, Zhang J, Cai Z, Jia P, Wang X, Geng X, Zhang Y, Lei D, Li J, Yang W, Yang R, Zhang X, Yang C, Yao C, Hao Q, Liu Y, Guo Z, Si S, Geng Z, Zhang D. A Bayesian network prediction model for gallbladder polyps with malignant potential based on preoperative ultrasound. Surg Endosc 2023; 37:518-527. [PMID: 36002683 DOI: 10.1007/s00464-022-09532-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 07/31/2022] [Indexed: 02/07/2023]
Abstract
BACKGROUND It is important to identify gallbladder polyps (GPs) with malignant potential and avoid unnecessary cholecystectomy by constructing prediction model. The aim of the study is to develop a Bayesian network (BN) prediction model for GPs with malignant potential in a long diameter of 8-15 mm based on preoperative ultrasound. METHODS The independent risk factors for GPs with malignant potential were screened by χ2 test and Logistic regression model. Prediction model was established and validated using data from 1296 patients with GPs who underwent cholecystectomy from January 2015 to December 2019 at 11 tertiary hospitals in China. A BN model was established based on the independent risk variables. RESULTS Independent risk factors for GPs with malignant potential included age, number of polyps, polyp size (long diameter), polyp size (short diameter), and fundus. The BN prediction model identified relationships between polyp size (long diameter) and three other variables [polyp size (short diameter), fundus and number of polyps]. Each variable was assigned scores under different status and the probabilities of GPs with malignant potential were classified as [0-0.2), [0.2-0.5), [0.5-0.8) and [0.8-1] according to the total points of [- 337, - 234], [- 197, - 145], [- 123, - 108], and [- 62,500], respectively. The AUC was 77.38% and 75.13%, and the model accuracy was 75.58% and 80.47% for the BN model in the training set and testing set, respectively. CONCLUSION A BN prediction model was accurate and practical for predicting GPs with malignant potential patients in a long diameter of 8-15 mm undergoing cholecystectomy based on preoperative ultrasound.
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Affiliation(s)
- Qi Li
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, China
| | - Jingwei Zhang
- Department of Industrial Engineering, School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, 710072, Shaanxi, China
| | - Zhiqiang Cai
- Department of Industrial Engineering, School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, 710072, Shaanxi, China
| | - Pengbo Jia
- Department of Hepatobiliary Surgery, The First People's Hospital of Xianyang City, Xianyang, 712000, Shaanxi, China
| | - Xintuan Wang
- Department of Hepatobiliary Surgery, The First People's Hospital of Xianyang City, Xianyang, 712000, Shaanxi, China
| | - Xilin Geng
- Department of Hepatobiliary Surgery, Shaanxi Provincial People's Hospital, Xi'an, 710068, Shaanxi, China
| | - Yu Zhang
- Department of Hepatobiliary Surgery, Shaanxi Provincial People's Hospital, Xi'an, 710068, Shaanxi, China
| | - Da Lei
- Department of Hepatobiliary Surgery, Central Hospital of Baoji City, Baoji, 721000, Shaanxi, China
| | - Junhui Li
- Department of General Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710004, Shaanxi, China
| | - Wenbin Yang
- Department of General Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710004, Shaanxi, China
| | - Rui Yang
- Department of Hepatobiliary Surgery, Central Hospital of Hanzhong City, Hanzhong, 723000, Shaanxi, China
| | - Xiaodi Zhang
- Department of General Surgery, No. 215 Hospital of Shaanxi Nuclear Industry, Xianyang, 712000, Shaanxi, China
| | - Chenglin Yang
- Department of General Surgery, Central Hospital of Ankang City, Ankang, 725000, Shaanxi, China
| | - Chunhe Yao
- Department of General Surgery, Xianyang Hospital of Yan'an University, Xianyang, 712000, Shaanxi, China
| | - Qiwei Hao
- Department of Hepatobiliary Surgery, The Second Hospital of Yulin City, Yulin, 719000, Shaanxi, China
| | - Yimin Liu
- Department of Hepatobiliary Surgery, People's Hospital of Baoji City, Baoji, 721000, Shaanxi, China
| | - Zhihua Guo
- Department of Hepatobiliary Surgery, People's Hospital of Baoji City, Baoji, 721000, Shaanxi, China
| | - Shubin Si
- Department of Industrial Engineering, School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, 710072, Shaanxi, China
| | - Zhimin Geng
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, China.
| | - Dong Zhang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, China.
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9
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Li Q, Xu S, Yuan Z, Zhang Y, Lu Q, Qian L, Xu J, Song Y, Zhao L, Chen T. Combining polyp diameter and polyp-to-bile ratio by dynamic contrast-enhanced CT scanning can improve the diagnostic specificity of gallbladder neoplastic polyps. JOURNAL OF HEPATO-BILIARY-PANCREATIC SCIENCES 2022. [PMID: 36528866 DOI: 10.1002/jhbp.1300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 11/28/2022] [Accepted: 12/11/2022] [Indexed: 12/23/2022]
Abstract
OBJECTIVE This study aimed to distinguish between cholesterol and neoplastic gallbladder polyps using dynamic contrast-enhanced CT. METHODS The dataset retrospectively comprised 222 cases, including 106 cases of cholesterol polyps and 116 cases of neoplastic polyps (59 adenoma and 57 adenocarcinoma). The perception and Hounsfield units of the polyps and gallbladder bile were assessed by contrast-enhanced CT, and the polyp-to-bile ratio (PBR) was calculated. Receiver operating characteristic (ROC) curves and area under the curve analyses were used to assess the diagnostic value of the diameter and PBR for neoplastic polyps. RESULTS The diameter of cholesterol polyps was significantly smaller than that of neoplastic polyps. The proportion of perceived cholesterol polyps in the plain and arterial phases of CT were significantly lower than those of neoplastic polyps (p < .001). On the contrary, the CT values of gallbladder bile of cholesterol polyps were always significantly higher than those of neoplastic polyps (p < .001). The median PBR values of cholesterol polyps were significantly lower than those of neoplastic polyps (p ≤ .001). ROC analysis showed that diameter and a plain phase PRB had better diagnostic value for neoplastic polyps. Polyp diameter ≥ 11.95 mm and the plain phase PBR ≥1.48 were the optimal cut-off values for diagnosis of neoplastic polyps. Combining a diameter ≥ 12 mm and a PBR in the plain phase ≥1.48 further improved neoplastic polyp diagnostic specificity and positive likelihood ratio (10.453). CONCLUSIONS Polyp-to-bile ratio in contrast-enhanced CT scanning is a new and convenient index for identifying cholesterol and neoplastic gallbladder polyps.
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Affiliation(s)
- Qiwei Li
- Department of General Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Sunwang Xu
- Department of Biliary-Pancreatic Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Zhiqing Yuan
- Department of General Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yunhe Zhang
- Department of Critical Care Medicine, Shanghai East Hospital, Tongji University of School Medicine, Shanghai, China
| | - Qing Lu
- Department of Radiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Lijun Qian
- Department of Radiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jianrong Xu
- Department of Radiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yanyan Song
- Department of Biostatistics, Clinical Research Institute, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ling Zhao
- Department of Pathology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Tao Chen
- Department of Biliary-Pancreatic Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
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10
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Zhu L, Han P, Jiang B, Li N, Jiao Z, Zhu Y, Tang W, Fei X. Value of Conventional Ultrasound-based Scoring System in Distinguishing Adenomatous Polyps From Cholesterol Polyps. J Clin Gastroenterol 2022; 56:895-901. [PMID: 34907919 DOI: 10.1097/mcg.0000000000001639] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 10/18/2021] [Indexed: 12/10/2022]
Abstract
BACKGROUND AND AIM Ultrasound has increased the detection of gallbladder polyps, but it has limitations in evaluating the nature of gallbladder polyps, especially the maximum size of 1.0 to 1.5 cm. We assessed the value of ultrasound scoring system based on independent predictive parameters in distinguishing adenomatous polyps from cholesterol polyps with the maximum size of 1.0 to 1.5 cm. MATERIALS AND METHODS We enrolled 163 patients with gallbladder polyps (1.0 to 1.5 cm) who underwent ultrasonography and cholecystectomy. Ultrasound image characteristics were compared between cholesterol polyps and adenomatous polyps in the training cohort from April 2018 to January 2020. An ultrasound scoring system was constructed in the training cohort, and its diagnostic performance was evaluated in the validation cohort from February 2020 to February 2021. RESULTS Maximum size, height/width ratio, stone or sludge, vascularity, and hyperechoic spot were significantly different between cholesterol polyps and adenomatous polyps in the training cohort ( P <0.05). The independent predictive parameters for adenomatous polyps were lower height/width ratio, presence of vascularity and absence of hyperechoic spot. The total score was as follows: (height/width ratio, <0.9=4, ≥0.9=0) + (vascularity, present=3, absent=0) + (hyperechoic spot, absent=2, present=0). The sensitivity, specificity and accuracy of ultrasound scoring system ≥5 for diagnosis of adenomatous polyps in the validation cohort were 73.33%, 80.49%, and 78.57%, respectively. CONCLUSIONS The ultrasound scoring system aids in distinguishing adenomatous polyps from cholesterol polyps, and effectively decreasing unnecessary cholecystectomy.
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Affiliation(s)
| | | | | | - Nan Li
- Departments of Ultrasound
| | | | | | - Wenbo Tang
- Hepatobiliary Surgery, the First Medical Center, Chinese PLA General Hospital, Beijing, China
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11
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Foley KG, Riddell Z, Coles B, Roberts SA, Willis BH. Risk of developing gallbladder cancer in patients with gallbladder polyps detected on transabdominal ultrasound: a systematic review and meta-analysis. Br J Radiol 2022; 95:20220152. [PMID: 35819918 PMCID: PMC10996949 DOI: 10.1259/bjr.20220152] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 06/14/2022] [Accepted: 07/06/2022] [Indexed: 01/30/2023] Open
Abstract
OBJECTIVE To estimate the risk of malignancy in gallbladder polyps of incremental sizes detected during transabdominal ultrasound (TAUS). METHODS We searched databases including MEDLINE, Embase, and Cochrane Library for eligible studies recording the polyp size from which gallbladder malignancy developed, confirmed following cholecystectomy, or by subsequent follow-up. Primary outcome was the risk of gallbladder cancer in patients with polyps. Secondary outcome was the effect of polyp size as a prognostic factor for cancer. Risk of bias was assessed using the Quality in Prognostic Factor Studies (QUIPS) tool. Bayesian meta-analysis estimated the median cancer risk according to polyp size. This study is registered with PROSPERO (CRD42020223629). RESULTS 82 studies published since 1990 reported primary data for 67,837 patients. 67,774 gallbladder polyps and 889 cancers were reported. The cumulative median cancer risk of a polyp measuring 10 mm or less was 0.60% (99% credible range 0.30-1.16%). Substantial heterogeneity existed between studies (I2 = 99.95%, 95% credible interval 99.86-99.98%). Risk of bias was generally high and overall confidence in evidence was low. 13 studies (15.6%) were graded with very low certainty, 56 studies (68.3%) with low certainty, and 13 studies (15.6%) with moderate certainty. In studies considered moderate quality, TAUS monitoring detected 4.6 cancers per 10,000 patients with polyps less than 10 mm. CONCLUSION Malignant risk in gallbladder polyps is low, particularly in polyps less than 10 mm, however the data are heterogenous and generally low quality. International guidelines, which have not previously modelled size data, should be informed by these findings. ADVANCES IN KNOWLEDGE This large systematic review and meta-analysis has shown that the mean cumulative risk of small gallbladder polyps is low, but heterogeneity and missing data in larger polyp sizes (>10 mm) means the risk is uncertain and may be higher than estimated.Studies considered to have better methodological quality suggest that previous estimates of risk are likely to be inflated.
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Affiliation(s)
- Kieran G Foley
- Division of Cancer & Genetics, School of Medicine, Cardiff
University, Cardiff,
UK
| | - Zena Riddell
- National Imaging Academy of Wales (NIAW),
Pencoed, UK
| | - Bernadette Coles
- Velindre University NHS Trust Library & Knowledge
Service, Cardiff,
UK
| | - S Ashley Roberts
- Department of Clinical Radiology, University Hospital of
Wales, Cardiff,
UK
| | - Brian H Willis
- Institute of Applied Health Research, University of
Birmingham, Birmingham,
UK
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12
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Alyanak A, Aslan F. Gallbladder Polyp and Cancer Evaluation After Cholecystectomy: A Retrospective Observational Study. Cureus 2022; 14:e28089. [PMID: 36127982 PMCID: PMC9481192 DOI: 10.7759/cureus.28089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/17/2022] [Indexed: 11/17/2022] Open
Abstract
Introduction Our aim in this study is to examine the clinical features of gallbladder polyps (GBPs) detected by preoperative ultrasonography (USG) or after cholecystectomy, especially benign and malignancy. Methods One thousand seven hundred patients between the ages of 18-80 who were operated on for cholecystectomy between January 1, 2015, and January 1, 2020, in Ankara Batıkent Medicalpark hospital were evaluated in this study. Of these patients, 149 patients who were operated on due to polyp detected in USG, who were accompanied by polyp while being operated on for another reason, or who had a benign or malignant polypoid structure in postoperative pathology were examined. Mann-Whitney U test was used for continuous variables and the chi-square test was used for categorical variables. Results The mean age for patients with polyps was 44.6 years (range: 21-78). When the patient distribution was evaluated according to gender, although women were more, they were proportionally close to each other (female 77 (51.7%), male 72 (48.3%)). When the polyps were examined in pathology, 20 (13.4%) patients did not have polyps. Given the other patients, hyperplastic polyps were detected in 15 (10.1%), cholesterol polyps in 104 (69.8%), and adenocarcinomas in five (3.4%) of them. Of the patients with adenocarcinoma, two had T2 and three had T1 tumors. Two of the patients with gallbladder cancer had sessile polyps below 5 mm. Of the malignant cases, four were female and one was male. The median age in malignant cases was 55 years. All malignant cases had single polyps. Conclusion In conclusion, in our study, it was observed that most postoperative GBPs were benign - malignancy should come to mind at an advanced age - and was compatible with current malignant polyp risk factors. Contrary to the literature, female gender dominance was present in our malignant cases.
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13
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Zhang X, Wang J, Wu B, Li T, Jin L, Wu Y, Gao P, Zhang Z, Qin X, Zhu C. A nomogram-based model and ultrasonic radiomic features for gallbladder polyp classification. J Gastroenterol Hepatol 2022; 37:1380-1388. [PMID: 35357026 DOI: 10.1111/jgh.15841] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 01/25/2022] [Accepted: 03/20/2022] [Indexed: 12/09/2022]
Abstract
BACKGROUND AND AIM Gallbladder polyps (GBPs) are relatively common. Many studies have attempted to distinguish between benign and neoplastic GBPs to identify early-stage gallbladder carcinoma. We have established an accurate neoplastic predictive model and evaluated the effectiveness of radiomics in predicting malignancy in patients with GBPs. METHODS A total of 503 patients confirmed through postoperative pathology were included in this retrospective study. Clinical information and ultrasonographic findings were retrospectively analyzed. The model was constructed from independent risk factors using Spearman correlation and logistic regression analysis of a training cohort of 250 GBP patients, and its efficacy was verified using an internal validation group of 253 consecutive patients through the receiver operating characteristic curve (ROC). The area of GBPs was delimited manually, and the texture features of ultrasound images were analyzed using correlation and ROC analysis. RESULTS Independent predictors, including age, gallstones, carcinoembryonic antigen, polyp size, and sessile shape, were incorporated into the nomogram model for the neoplastic potential of GBPs. Compared with other proposed prediction methods, the established nomogram model showed good discrimination ability in the training group (area under the curve [AUC]: 0.865) and validation group (AUC: 0.845). Regarding ultrasonic radiomics, the minimum caliper diameter was identified as the only independent predictor (AUC: 0.841). CONCLUSIONS Our preoperative nomogram model can successfully evaluate the neoplastic potential of GBPs using simple clinical data, and our study verified the use of radiomics in GBP identification, which may be valuable for avoiding unnecessary surgery in patients.
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Affiliation(s)
- Xudong Zhang
- Department of Hepato-Biliary-Pancreatic Surgery, The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou, China
| | - Jincheng Wang
- Department of Hepatobiliary Surgery, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, Nanjing, China
| | - Baoqiang Wu
- Department of Hepato-Biliary-Pancreatic Surgery, The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou, China
| | - Tao Li
- Department of Hepato-Biliary-Pancreatic Surgery, The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou, China
| | - Lei Jin
- Department of Hepato-Biliary-Pancreatic Surgery, The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou, China
| | - Yong Wu
- Department of Hepato-Biliary-Pancreatic Surgery, The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou, China
| | - Peng Gao
- Department of Hepato-Biliary-Pancreatic Surgery, The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou, China.,Clinic College, Dalian Medical University, Dalian, China
| | - Zhen Zhang
- Clinic College, Dalian Medical University, Dalian, China
| | - Xihu Qin
- Department of Hepato-Biliary-Pancreatic Surgery, The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou, China
| | - Chunfu Zhu
- Department of Hepato-Biliary-Pancreatic Surgery, The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou, China
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14
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Zhang X, Wang J, Wu B, Li T, Jin L, Wu Y, Gao P, Zhang Z, Qin X, Zhu C. A Nomogram-based Model to Predict Neoplastic Risk for Patients with Gallbladder Polyps. J Clin Transl Hepatol 2022; 10:263-272. [PMID: 35528981 PMCID: PMC9039700 DOI: 10.14218/jcth.2021.00078] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 05/14/2021] [Accepted: 06/02/2021] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND AND AIMS Gallbladder polyp (GBP) assessment aims to identify the early stages of gallbladder carcinoma. Many studies have analyzed the risk factors for malignant GBPs. In this retrospective study, we aimed to establish a more accurate predictive model for potential neoplastic polyps in patients with GBPs. METHODS We developed a nomogram-based model in a training cohort of 233 GBP patients. Clinical information, ultrasonographic findings, and blood test findings were analyzed. Mann-Whitney U test and multivariate logistic regression analyses were used to identify independent predictors and establish the nomogram model. An internal validation was conducted in 225 consecutive patients. Performance and clinical benefit of the model were evaluated using receiver operating characteristic curves and decision curve analysis (DCA), respectively. RESULTS Age, cholelithiasis, carcinoembryonic antigen, polyp size, and sessile shape were confirmed as independent predictors of GBP neoplastic potential in the training group. Compared with five other proposed prediction methods, the established nomogram model presented better discrimination of neoplastic GBPs in the training cohort (area under the curve [AUC]: 0.846) and the validation cohort (AUC: 0.835). DCA demonstrated that the greatest clinical benefit was provided by the nomogram compared with the other five methods. CONCLUSIONS Our developed preoperative nomogram model can successfully be used to evaluate the neoplastic potential of GBPs based on simple clinical variables that maybe useful for clinical decision-making.
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Affiliation(s)
- Xudong Zhang
- Department of Hepato-biliary-pancreatic Surgery, The Affiliated Changzhou No. 2 People’s Hospital of Nanjing Medical University, Changzhou, Jiangsu, China
- Nanjing Medical University, Nanjing, Jiangsu, China
| | | | - Baoqiang Wu
- Department of Hepato-biliary-pancreatic Surgery, The Affiliated Changzhou No. 2 People’s Hospital of Nanjing Medical University, Changzhou, Jiangsu, China
| | - Tao Li
- Department of Hepato-biliary-pancreatic Surgery, The Affiliated Changzhou No. 2 People’s Hospital of Nanjing Medical University, Changzhou, Jiangsu, China
| | - Lei Jin
- Department of Hepato-biliary-pancreatic Surgery, The Affiliated Changzhou No. 2 People’s Hospital of Nanjing Medical University, Changzhou, Jiangsu, China
| | - Yong Wu
- Department of Hepato-biliary-pancreatic Surgery, The Affiliated Changzhou No. 2 People’s Hospital of Nanjing Medical University, Changzhou, Jiangsu, China
| | - Peng Gao
- Dalian Medical University, Dalian, Liaoning, China
| | - Zhen Zhang
- Dalian Medical University, Dalian, Liaoning, China
| | - Xihu Qin
- Department of Hepato-biliary-pancreatic Surgery, The Affiliated Changzhou No. 2 People’s Hospital of Nanjing Medical University, Changzhou, Jiangsu, China
- Nanjing Medical University, Nanjing, Jiangsu, China
- Correspondence to: Xihu Qin and Chunfu Zhu, Department of Hepato-biliary-pancreatic Surgery, The Affiliated Changzhou No. 2 People’s Hospital of Nanjing Medical University, XingLong Road 29#, Changzhou, Jiangsu 213000, China. ORCID: https://orcid.org/0000-0002-4350-1679 (XQ), https://orcid.org/0000-0002-4363-5781 (CZ). Tel: +86-17301538687 (XQ) and 86-13961190702 (CZ), Fax: +86-0519-8811-5560, E-mail: (XQ) and (CZ)
| | - Chunfu Zhu
- Department of Hepato-biliary-pancreatic Surgery, The Affiliated Changzhou No. 2 People’s Hospital of Nanjing Medical University, Changzhou, Jiangsu, China
- Correspondence to: Xihu Qin and Chunfu Zhu, Department of Hepato-biliary-pancreatic Surgery, The Affiliated Changzhou No. 2 People’s Hospital of Nanjing Medical University, XingLong Road 29#, Changzhou, Jiangsu 213000, China. ORCID: https://orcid.org/0000-0002-4350-1679 (XQ), https://orcid.org/0000-0002-4363-5781 (CZ). Tel: +86-17301538687 (XQ) and 86-13961190702 (CZ), Fax: +86-0519-8811-5560, E-mail: (XQ) and (CZ)
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15
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Foley KG, Lahaye MJ, Thoeni RF, Soltes M, Dewhurst C, Barbu ST, Vashist YK, Rafaelsen SR, Arvanitakis M, Perinel J, Wiles R, Roberts SA. Management and follow-up of gallbladder polyps: updated joint guidelines between the ESGAR, EAES, EFISDS and ESGE. Eur Radiol 2021; 32:3358-3368. [PMID: 34918177 PMCID: PMC9038818 DOI: 10.1007/s00330-021-08384-w] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 10/04/2021] [Accepted: 10/06/2021] [Indexed: 12/16/2022]
Abstract
Abstract Main recommendations Primary investigation of polypoid lesions of the gallbladder should be with abdominal ultrasound. Routine use of other imaging modalities is not recommended presently, but further research is needed. In centres with appropriate expertise and resources, alternative imaging modalities (such as contrast-enhanced and endoscopic ultrasound) may be useful to aid decision-making in difficult cases. Strong recommendation, low–moderate quality evidence. Cholecystectomy is recommended in patients with polypoid lesions of the gallbladder measuring 10 mm or more, providing the patient is fit for, and accepts, surgery. Multidisciplinary discussion may be employed to assess perceived individual risk of malignancy. Strong recommendation, low-quality evidence. Cholecystectomy is suggested for patients with a polypoid lesion and symptoms potentially attributable to the gallbladder if no alternative cause for the patient’s symptoms is demonstrated and the patient is fit for, and accepts, surgery. The patient should be counselled regarding the benefit of cholecystectomy versus the risk of persistent symptoms. Strong recommendation, low-quality evidence. If the patient has a 6–9 mm polypoid lesion of the gallbladder and one or more risk factors for malignancy, cholecystectomy is recommended if the patient is fit for, and accepts, surgery. These risk factors are as follows: age more than 60 years, history of primary sclerosing cholangitis (PSC), Asian ethnicity, sessile polypoid lesion (including focal gallbladder wall thickening > 4 mm). Strong recommendation, low–moderate quality evidence. If the patient has either no risk factors for malignancy and a gallbladder polypoid lesion of 6–9 mm, or risk factors for malignancy and a gallbladder polypoid lesion 5 mm or less, follow-up ultrasound of the gallbladder is recommended at 6 months, 1 year and 2 years. Follow-up should be discontinued after 2 years in the absence of growth. Moderate strength recommendation, moderate-quality evidence. If the patient has no risk factors for malignancy, and a gallbladder polypoid lesion of 5 mm or less, follow-up is not required. Strong recommendation, moderate-quality evidence. If during follow-up the gallbladder polypoid lesion grows to 10 mm, then cholecystectomy is advised. If the polypoid lesion grows by 2 mm or more within the 2-year follow-up period, then the current size of the polypoid lesion should be considered along with patient risk factors. Multidisciplinary discussion may be employed to decide whether continuation of monitoring, or cholecystectomy, is necessary. Moderate strength recommendation, moderate-quality evidence. If during follow-up the gallbladder polypoid lesion disappears, then monitoring can be discontinued. Strong recommendation, moderate-quality evidence.
Source and scope These guidelines are an update of the 2017 recommendations developed between the European Society of Gastrointestinal and Abdominal Radiology (ESGAR), European Association for Endoscopic Surgery and other Interventional Techniques (EAES), International Society of Digestive Surgery–European Federation (EFISDS) and European Society of Gastrointestinal Endoscopy (ESGE). A targeted literature search was performed to discover recent evidence concerning the management and follow-up of gallbladder polyps. The changes within these updated guidelines were formulated after consideration of the latest evidence by a group of international experts. The Grading of Recommendations Assessment, Development and Evaluation (GRADE) system was adopted to define the strength of recommendations and the quality of evidence. Key Point • These recommendations update the 2017 European guidelines regarding the management and follow-up of gallbladder polyps.
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Affiliation(s)
- Kieran G Foley
- Department of Clinical Radiology, Royal Glamorgan Hospital, Llantrisant, UK.
| | - Max J Lahaye
- Department of Radiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Ruedi F Thoeni
- Department of Radiology and Biomedical Imaging, University of California, San Francisco Medical School, San Francisco, CA, USA
| | - Marek Soltes
- 1st Department of Surgery LF UPJS a UNLP, Kosice, Slovakia
| | - Catherine Dewhurst
- Department of Radiology, Mercy University Hospital, Grenville Place, Cork, Ireland
| | - Sorin Traian Barbu
- 4th Surgery Department, University of Medicine and Pharmacy "Iuliu Hatieganu", Cluj-Napoca, Romania
| | - Yogesh K Vashist
- Clinics of Surgery, Department General, Visceral and Thoracic Surgery, Asklepios Goslar, Germany
| | - Søren Rafael Rafaelsen
- Department of Radiology, Clinical Cancer Centre, Vejle Hospital, University of Southern Denmark, Odense M, Denmark
| | - Marianna Arvanitakis
- Department of Gastroenterology, Erasme University Hospital ULB, Brussels, Belgium
| | - Julie Perinel
- Department of Hepatobiliary and Pancreatic Surgery, Edouard Herriot Hospital, Lyon, France
| | - Rebecca Wiles
- Department of Radiology, Liverpool University Hospitals NHS Foundation Trust, Liverpool, UK
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16
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Fei X, Li N, Zhu L, Han P, Jiang B, Tang W, Sang M, Zhang X, Luo Y. Value of high frame rate contrast-enhanced ultrasound in distinguishing gallbladder adenoma from cholesterol polyp lesion. Eur Radiol 2021; 31:6717-6725. [PMID: 33569621 DOI: 10.1007/s00330-021-07730-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 12/10/2020] [Accepted: 01/28/2021] [Indexed: 02/05/2023]
Abstract
OBJECTIVES To compare the diagnostic value of high frame rate contrast-enhanced ultrasound (H-CEUS) in distinguishing gallbladder adenomas from cholesterol polyp lesions with that of CEUS. METHODS This study enrolled 94 patients with gallbladder polyp lesions (GPLs) who underwent laparoscopic cholecystectomy. CEUS and H-CEUS were performed before surgery. The perfusion features of GPLs and the final diagnosis as determined by both technologies were compared. RESULTS There were differences in vascular types between gallbladder adenomas and cholesterol polyp lesions observed on H-CEUS (p < 0.05), while there were no differences in vascular types between gallbladder adenomas and cholesterol polyp lesions observed on CEUS (p > 0.05). In the cholesterol polyp lesion group, there were no differences in vascular types between CEUS and H-CEUS (p > 0.05), while the vascular types were different between CEUS and H-CEUS in the gallbladder adenoma group (p < 0.05). The diagnostic value of H-CEUS in distinguishing gallbladder adenomas from cholesterol polyp lesions was better than that of CEUS. CONCLUSIONS H-CEUS improved the time resolution by increasing the frame rate, which helped to accurately reflect the difference in the microcirculation of GPLs and improved the ability of a differential diagnosis between cholesterol polyp lesions and adenomas. H-CUES may provide an effective means of imaging for patients with GPLs regarding the choice of treatment options. KEY POINTS • High frame rate CEUS improves the time resolution of CEUS by increasing the frame rate. • High frame rate CEUS is helpful to accurately evaluate the microvascular morphology of a gallbladder polyp lesion in the arterial phase. • High frame rate CEUS helps patients with gallbladder polyp lesions to choose the appropriate treatment means.
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Affiliation(s)
- Xiang Fei
- Department of Ultrasound, the First Medical Center, Chinese PLA General Hospital, No. 28, Fuxing Road, Haidian District, Beijing, 100853, China
| | - Nan Li
- Department of Ultrasound, the First Medical Center, Chinese PLA General Hospital, No. 28, Fuxing Road, Haidian District, Beijing, 100853, China
| | - Lianhua Zhu
- Department of Ultrasound, the First Medical Center, Chinese PLA General Hospital, No. 28, Fuxing Road, Haidian District, Beijing, 100853, China
| | - Peng Han
- Department of Ultrasound, the First Medical Center, Chinese PLA General Hospital, No. 28, Fuxing Road, Haidian District, Beijing, 100853, China
| | - Bo Jiang
- Department of Ultrasound, the First Medical Center, Chinese PLA General Hospital, No. 28, Fuxing Road, Haidian District, Beijing, 100853, China
| | - Wenbo Tang
- Department of Hepatobiliary Surgery, the First Medical Center, Chinese PLA General Hospital, No. 28, Fuxing Road, Haidian District, Beijing, 100853, China
| | - Maodong Sang
- Shenzhen Mindray Bio-Medical Electronics Co., Ltd., Nanshan District, Shenzhen, 518055, China
| | - Xirui Zhang
- Shenzhen Mindray Bio-Medical Electronics Co., Ltd., Nanshan District, Shenzhen, 518055, China
| | - Yukun Luo
- Department of Ultrasound, the First Medical Center, Chinese PLA General Hospital, No. 28, Fuxing Road, Haidian District, Beijing, 100853, China.
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17
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Deng Z, Xuan Y, Li X, Crawford WJ, Yuan Z, Chen Z, Brooks A, Song Y, Wang H, Liang X, Chen T. Effect of metabolic syndrome components on the risk of malignancy in patients with gallbladder lesions. J Cancer 2021; 12:1531-1537. [PMID: 33531998 PMCID: PMC7847661 DOI: 10.7150/jca.54617] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2020] [Accepted: 12/21/2020] [Indexed: 02/07/2023] Open
Abstract
Background: Gallbladder lesions have become more common nowadays. But there is limited evidence-based guidance on surveillance of these patients for malignancy. Predicting malignancy could help clinicians better manage this condition and improve the prognosis. We evaluated the independent and joint effects of metabolic syndrome components on the risk of malignancy among patients with gallbladder lesions. Methods: Using a multicenter database, consecutive patients with pathologically confirmed gallbladder lesions between 2012 and 2019 were identified. Univariate and multivariate logistic regression analyses were used to evaluate the effects of metabolic syndrome components (diabetes, hypertension, dyslipidemia and obesity) as additive or combined indicators for the risk of malignancy. Unadjusted and adjusted odds ratios were calculated. Results: Of the 625 patients, 567 patients were identified with benign gallbladder lesions and 58 patients with gallbladder cancer (GBC). GBC group had less obesity but more dyslipidemia. Among all metabolic syndrome components, only dyslipidemia was significantly associated with GBC (odds ratio 2.674, 95% confidence interval 1.173-6.094). Dyslipidemia was an independent risk factor for malignancy (adjusted odds ratio 2.164, 95% confidence interval 1.165-4.021), regardless of whether the other risk factors and metabolic syndrome components were combined. Patients with decreased high-density lipoprotein had 3.035-fold higher risk of malignancy (adjusted odds ratio 3.035, 95% confidence interval 1.645-5.600). Conclusions: Dyslipidemia is associated with a 2.674-fold increase in the risk of malignancy in patients with gallbladder lesions. Dyslipidemia is an independent risk factor for malignancy, regardless of the presence of the other risk factors and metabolic syndrome components.
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Affiliation(s)
- Zheng Deng
- Department of General Surgery, South Campus, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 201112, China
| | - Yan Xuan
- Department of Endocrinology, Luwan Branch, Ruijin Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200020, China
| | - Xinxing Li
- Department of Gastroenterological Surgery, Tongji Hospital, School of Medicine, Tongji University, Shanghai, 200065, China.,Department of General Surgery, Changzheng Hospital, The Second Military Medical University, Shanghai, 200003, China
| | - William J Crawford
- Department of Medical Sciences, University of Oxford, Oxford OX3 9DU, United Kingdom
| | - Zhiqing Yuan
- Department of General Surgery, South Campus, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 201112, China
| | - Zhoukan Chen
- Department of General Surgery, Luwan Branch, Ruijin Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200020, China
| | - Anastasia Brooks
- The University of Queensland Diamantina Institute, The University of Queensland, Brisbane, QLD, 4102, Australia.,Gallipoli Medical Research Institute, Greenslopes Private Hospital, Brisbane, QLD, 4120, Australia
| | - Yanyan Song
- Department of biostatistics, clinical research institute, School of Medine, Shanghai Jiaotong University, Shanghai, 200025, China
| | - Haolu Wang
- The University of Queensland Diamantina Institute, The University of Queensland, Brisbane, QLD, 4102, Australia.,Gallipoli Medical Research Institute, Greenslopes Private Hospital, Brisbane, QLD, 4120, Australia
| | - Xiaowen Liang
- The University of Queensland Diamantina Institute, The University of Queensland, Brisbane, QLD, 4102, Australia.,Gallipoli Medical Research Institute, Greenslopes Private Hospital, Brisbane, QLD, 4120, Australia
| | - Tao Chen
- Department of General Surgery, South Campus, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 201112, China.,Department of Biliary-Pancreatic Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
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18
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Valibouze C, El Amrani M, Truant S, Leroy C, Millet G, Pruvot FR, Zerbib P. The management of gallbladder polyps. J Visc Surg 2020; 157:410-417. [PMID: 32473822 DOI: 10.1016/j.jviscsurg.2020.04.008] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Neoplastic gallbladder polyps (NGP) are rare; the prevalence in the overall population is less than 10%. NGP are associated with a risk of malignant degeneration and must be distinguished from other benign gallbladder polypoid lesions that occur more frequently. NGP are adenomas and the main risk associated with their management is to fail to detect their progression to gallbladder cancer, which is associated with a particular poor prognosis. The conclusions of the recent European recommendations have a low level of evidence, based essentially on retrospective small-volume studies. Abdominal sonography is the first line study for diagnosis and follow-up for NGP. To prevent the onset of gallbladder cancer, or treat malignant degeneration in its early phases, all NGP larger than 10mm, or symptomatic, or larger than 6mm with associated risk factors for cancer (age over 50, sessile polyp, Indian ethnicity, or patient with primary sclerosing cholangitis) are indications for cholecystectomy. Apart from these situations, simple sonographic surveillance is recommended for at least five years; if the NGP increases in size by more than 2mm in size, cholecystectomy is indicated. Laparoscopic cholecystectomy is possible but if the surgeon feels that the risk of intra-operative gallbladder perforation is high, conversion to laparotomy should be preferred to avoid potential intra-abdominal tumoral dissemination. When malignant NGP is suspected (size greater than 15mm, signs of locoregional extension on imaging), a comprehensive imaging workup should be performed to search for liver extension: in this setting, radical surgery should be considered.
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Affiliation(s)
- C Valibouze
- Digestive and transplantation Department, Lille Nord de France University, Claude Huriez Hospital, University Hospital of Lille, rue Michel-Polonovski, 59037 Lille, France.
| | - M El Amrani
- Digestive and transplantation Department, Lille Nord de France University, Claude Huriez Hospital, University Hospital of Lille, rue Michel-Polonovski, 59037 Lille, France
| | - S Truant
- Digestive and transplantation Department, Lille Nord de France University, Claude Huriez Hospital, University Hospital of Lille, rue Michel-Polonovski, 59037 Lille, France
| | - C Leroy
- Department of Radiology and Digestive and Endocrine Imaging, Lille Nord de France University, Claude Huriez Hospital, University Hospital of Lille, 59037 Lille, France
| | - G Millet
- Digestive and transplantation Department, Lille Nord de France University, Claude Huriez Hospital, University Hospital of Lille, rue Michel-Polonovski, 59037 Lille, France
| | - F R Pruvot
- Digestive and transplantation Department, Lille Nord de France University, Claude Huriez Hospital, University Hospital of Lille, rue Michel-Polonovski, 59037 Lille, France
| | - P Zerbib
- Digestive and transplantation Department, Lille Nord de France University, Claude Huriez Hospital, University Hospital of Lille, rue Michel-Polonovski, 59037 Lille, France
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