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Haghshomar M, Rodrigues D, Kalyan A, Velichko Y, Borhani A. Leveraging radiomics and AI for precision diagnosis and prognostication of liver malignancies. Front Oncol 2024; 14:1362737. [PMID: 38779098 PMCID: PMC11109422 DOI: 10.3389/fonc.2024.1362737] [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: 12/28/2023] [Accepted: 04/12/2024] [Indexed: 05/25/2024] Open
Abstract
Liver tumors, whether primary or metastatic, have emerged as a growing concern with substantial global health implications. Timely identification and characterization of liver tumors are pivotal factors in order to provide optimum treatment. Imaging is a crucial part of the detection of liver tumors; however, conventional imaging has shortcomings in the proper characterization of these tumors which leads to the need for tissue biopsy. Artificial intelligence (AI) and radiomics have recently emerged as investigational opportunities with the potential to enhance the detection and characterization of liver lesions. These advancements offer opportunities for better diagnostic accuracy, prognostication, and thereby improving patient care. In particular, these techniques have the potential to predict the histopathology, genotype, and immunophenotype of tumors based on imaging data, hence providing guidance for personalized treatment of such tumors. In this review, we outline the progression and potential of AI in the field of liver oncology imaging, specifically emphasizing manual radiomic techniques and deep learning-based representations. We discuss how these tools can aid in clinical decision-making challenges. These challenges encompass a broad range of tasks, from prognosticating patient outcomes, differentiating benign treatment-related factors and actual disease progression, recognizing uncommon response patterns, and even predicting the genetic and molecular characteristics of the tumors. Lastly, we discuss the pitfalls, technical limitations and future direction of these AI-based techniques.
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Affiliation(s)
| | | | | | | | - Amir Borhani
- Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
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2
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Lee SJ, Kang SH, Choi Y, Lee B, Hong S, Cho JY, Yi N, Lee K, Suh K, Han H. Long-term outcomes of laparoscopic versus open liver resection for intrahepatic combined hepatocellular-cholangiocarcinoma with propensity score matching. Ann Gastroenterol Surg 2022; 6:562-568. [PMID: 35847442 PMCID: PMC9271021 DOI: 10.1002/ags3.12555] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 01/04/2022] [Accepted: 02/01/2022] [Indexed: 11/23/2022] Open
Abstract
Background Combined hepatocellular-cholangiocarcinoma (cHCC-CCA) is a rare primary hepatic neoplasm. Currently, there are no well-structured studies that analyze the feasibility of laparoscopic liver resection in cHCC-CCA alone. This retrospective cohort study aimed to compare the long-term survival of laparoscopic liver resection with open liver resection in cHCC-CCA. Methods Patients with a postoperative pathologic report of cHCC-CCA who underwent liver resection from August 2004 to December 2017 were included in this study. Kaplan-Meier survival analysis was performed to analyze the 3-y disease-free survival and 3-y overall survival. Propensity score matching was done to reduce the influence of confounding variables. Results A total of 145 patients were pathologically confirmed to have cHCC-CCA, of which 10 patients were excluded due to having received palliative surgery. Of the remaining 135 patients, 43 underwent laparoscopic and 92 underwent open liver resection; propensity score matching yielded 30 patients for each group. The 3-y overall survival was 38 (88.4%) in the laparoscopic group and 84 (91.3%) in the open group before propensity score matching (P = .678), and 25 (83.3%) and 28 (93.3%), respectively, after matching (P = .257). The 3-y disease-free survival was 24 (55.8%) in the laparoscopic group and 32 (34.8%) in the open group before matching (P = .040), and 17 (56.7%) and 16 (53.3%), respectively, after matching (P = .958). The hospital stay was shorter in the laparoscopic group before and after matching, while other operative outcomes were similar in both groups. Conclusion Laparoscopic liver resection for cHCC-CCA is technically feasible and safe, having a shorter hospital stay without compromising oncological outcomes.
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Affiliation(s)
- Seung Jae Lee
- Department of SurgerySeoul National University College of MedicineSeoul National University HospitalSeoulKorea
| | - So Hyun Kang
- Department of SurgerySeoul National University College of MedicineSeoul National University Bundang HospitalSeongnamKorea
| | - YoungRok Choi
- Department of SurgerySeoul National University College of MedicineSeoul National University HospitalSeoulKorea
- Department of SurgerySeoul National University College of MedicineSeoul National University Bundang HospitalSeongnamKorea
| | - Boram Lee
- Department of SurgerySeoul National University College of MedicineSeoul National University Bundang HospitalSeongnamKorea
| | - Suk Kyun Hong
- Department of SurgerySeoul National University College of MedicineSeoul National University HospitalSeoulKorea
| | - Jai Young Cho
- Department of SurgerySeoul National University College of MedicineSeoul National University Bundang HospitalSeongnamKorea
| | - Nam‐Joon Yi
- Department of SurgerySeoul National University College of MedicineSeoul National University HospitalSeoulKorea
| | - Kwang‐Woong Lee
- Department of SurgerySeoul National University College of MedicineSeoul National University HospitalSeoulKorea
| | - Kyung‐Suk Suh
- Department of SurgerySeoul National University College of MedicineSeoul National University HospitalSeoulKorea
| | - Ho‐Seong Han
- Department of SurgerySeoul National University College of MedicineSeoul National University Bundang HospitalSeongnamKorea
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Wang X, Wang S, Yin X, Zheng Y. MRI-based radiomics distinguish different pathological types of hepatocellular carcinoma. Comput Biol Med 2021; 141:105058. [PMID: 34836622 DOI: 10.1016/j.compbiomed.2021.105058] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Revised: 11/19/2021] [Accepted: 11/20/2021] [Indexed: 02/07/2023]
Abstract
OBJECT To distinguish combined hepatocellular cholangiocarcinoma (cHCC-CC), hepatocellular carcinoma (HCC) and cholangiocarcinoma (CC) before operation using MRI radiomics. METHOD This study retrospectively analyzed 196 liver cancers: 33 cHCC-CC, 88 HCC and 75 CC. They had confirmed by pathological analysis in the Affiliated Hospital of Hebei University. MRI lesions were manually segmented by a radiologist.1316 features were extracted from MRI lesions by Pyradiomics. Useful features were retained through two-level feature selection to establish a classification model. Receiver operating characteristic (ROC), area under curve (AUC) and F1-score were used to evaluate the performance of the model. RESULTS Compared with low-order image features, the performance of the model based on high-order features was improved by about 10%. The model showed better performance in identifying HCC tumors during the delay phase (AUC = 0.91, sensitivity = 0.88, specificity = 0.89, accuracy = 0.89, F1-Score = 0.88). CONCLUSION The classification ability of cHCC-CC, HCC and CC can be further improved by extracting MRI high-order features and using a two-level feature selection method.
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Affiliation(s)
- Xuehu Wang
- College of Electronic and Information Engineering, Hebei University, Baoding, 071002, China; Research Center of Machine Vision Engineering & Technology of Hebei Province, Baoding, 071002, China; Key Laboratory of Digital Medical Engineering of Hebei Province, Baoding, 071002, China.
| | - Shuping Wang
- College of Electronic and Information Engineering, Hebei University, Baoding, 071002, China; Research Center of Machine Vision Engineering & Technology of Hebei Province, Baoding, 071002, China; Key Laboratory of Digital Medical Engineering of Hebei Province, Baoding, 071002, China
| | - Xiaoping Yin
- Affiliated Hospital of Hebei University, Baoding, 071000, China
| | - Yongchang Zheng
- Department of Liver Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS & PUMC), Beijing, 100010, China
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Kim M, Hwang S, Song GW, Ahn CS, Moon DB, Jung DH, Park GC, Lee SG. Salvage living donor liver transplantation for post-resection recurrence of combined hepatocellular carcinoma-cholangiocarcinoma. KOREAN JOURNAL OF TRANSPLANTATION 2021; 35:116-123. [PMID: 35769525 PMCID: PMC9235333 DOI: 10.4285/kjt.20.0037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 11/19/2020] [Accepted: 11/20/2020] [Indexed: 11/18/2022] Open
Abstract
Salvage liver transplantation (LT) is a definite treatment for recurrent hepatocellular carcinoma (HCC) after hepatectomy. Combined hepatocellular carcinoma-cholangiocarcinoma (cHCC-CC) is not eligibly indicated for LT because of high post-transplant recurrence. We present a case of salvage living donor liver transplantation (LDLT) in a patient with tumor recurrence after surgical resection of cHCC-CC. A 61-year-old male patient diagnosed with chronic hepatitis B underwent right posterior sectionectomy for HCC. The pathological diagnosis revealed presence of a 3.2-cm-sized cHCC-CC with stem cell features and intermediate cell-subtype. Intrahepatic tumor recurrence occurred 9 months later and transarterial chemoembolization was performed. Due to the progress of recurrent tumors, ABO-incompatible LDLT was performed. The explant liver pathology revealed four small masses of cHCC-CC with stem cell features. Pulmonary metastasectomy and chest wall resection were performed for metastatic lesions at 10 months after LT. Multiple tumor recurrence was detected at 21 months after LT with progression despite sorafenib administration. Currently, the patient is alive for past 26 months after LT. In conclusion, the clinical sequences of this case suggest that the role of salvage LT for cHCC-CC is much more limited than that for HCC because the tumor biology of cHCC-CC is more aggressive compared with HCC.
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Affiliation(s)
- Minjae Kim
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Shin Hwang
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Gi-Won Song
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Chul-Soo Ahn
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Deok-Bog Moon
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Dong-Hwan Jung
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Gil-Chun Park
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sung-Gyu Lee
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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Kim M, Hwang S, Ahn CS, Kim KH, Moon DB, Ha TY, Song GW, Jung DH, Park GC, Hong SM. Postresection prognosis of combined hepatocellular carcinoma-cholangiocarcinoma according to the 2010 World Health Organization classification: single-center experience of 168 patients. Ann Surg Treat Res 2021; 100:260-269. [PMID: 34012943 PMCID: PMC8103158 DOI: 10.4174/astr.2021.100.5.260] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 01/21/2021] [Accepted: 02/16/2021] [Indexed: 12/13/2022] Open
Abstract
Purpose Combined hepatocellular carcinoma and cholangiocarcinoma (cHCC-CC) has wide histologic diversity. This study investigated the effects of cHCC-CC histology, according to the 2010 World Health Organization (WHO) classification, on patient prognosis. Methods The medical records of patients who underwent surgical resection for cHCC-CC at our institution between July 2012 and June 2019 were retrospectively evaluated. Results During the study period, 168 patients, 122 males (72.6%) and 46 females (27.4%), underwent surgical resection for cHCC-CC, including 159 patients (94.6%) who underwent R0 resection. Mean tumor diameter was 4.4 ± 2.8 cm, and 161 patients (95.8%) had solitary tumors. Histologically, 86 patients (51.2%) had classical type, and 82 (48.8%) had tumors with stem cell (SC) features, including 33 (19.6%) with intermediate-cell and 23 (13.7%) each with typical SC and cholangiolocellular features; 3 tumors (1.8%) were unclassifiable. At 1, 3, and 5 years, tumor recurrence rates were 31.9%, 49.6%, and 58.1%, respectively, and patient survival rates were 91.0%, 70.2%, and 60.3%, respectively. Univariate analysis showed that tumor size of >5 cm, microscopic and macroscopic vascular invasion, lymph node metastasis, 8th edition of the American Joint Committee on Cancer (AJCC) tumor stage, and 2010 WHO classification were significantly prognostic. Multivariate analysis showed that the 8th AJCC tumor stage and 2010 WHO histologic classification were independently prognostic for tumor recurrence and patient survival. There were no significant prognostic differences among the 3 SC subtypes. Conclusion Postresection outcomes are better in patients with SC-type than with classical-type cHCC-CC.
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Affiliation(s)
- Minjae Kim
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Shin Hwang
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Chul-Soo Ahn
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Ki-Hun Kim
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Deok-Bog Moon
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Tae-Yong Ha
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Gi-Won Song
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Dong-Hwan Jung
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Gil-Chun Park
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Seung-Mo Hong
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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Kim M, Hwang S, Ahn CS, Kim KH, Moon DB, Song GW, Jung DH, Hong SM. Post-resection prognosis of combined hepatocellular carcinoma-cholangiocarcinoma cannot be predicted by the 2019 World Health Organization classification. Asian J Surg 2021; 44:1389-1395. [PMID: 33766528 DOI: 10.1016/j.asjsur.2021.03.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2020] [Revised: 03/07/2021] [Accepted: 03/10/2021] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Combined hepatocellular carcinoma and cholangiocarcinoma (cHCC-CCA) has wide histologic diversity. This study investigated the prognostic impacts of cHCC-CCA histology according to the 2019 World Health Organization (WHO) classification. METHODS This retrospective observational study included 153 patients who underwent surgical resection for cHCC-CCA at Asan Medical Center between August 2012 and July 2019. RESULTS During the study period, 153 patients, 112 (73.2%) men and 41 (26.8%) women with a mean age of 56.4 ± 10.8 years, underwent R0 resection for cHCC-CCA. Mean tumor diameter was 4.2 ± 2.6 cm, and 147 (96.1%) patients had solitary tumors. According to 2019 WHO classification, 111 (72.5%) patients had cHCC-CCA alone, and 29 of them (26.1%) showed stem cell features. cHCC-CCA-intermediate cell carcinoma and cHCC-CCA-cholangiolocellular carcinoma were identified in 27 (17.6%) and 15 (9.8%), respectively. The 1-, 3-, and 5-year tumor recurrence and patient survival rates were 31.8% and 92.1%, 49.8% and 70.9%, and 59.0% and 61.7%, respectively. Univariate analyses revealed that significant prognostic factors were tumor size >5 cm, microscopic and macroscopic vascular invasion, lymph node metastasis, 8th American Joint Committee on Cancer (AJCC) tumor stage, and status of stem cell features. Multivariate analysis revealed 8th AJCC tumor stage and status of stem cell features as independent prognostic factors. 2019 WHO classification was not associated with post-resection prognosis. CONCLUSIONS 2019 WHO classification was not associated with post-resection prognosis, thus was considered as simplified histologic classification requiring prognostic validation. We suggest that stem cell features should be included as an essential component of the pathology report for cHCC-CCA.
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Affiliation(s)
- Minjae Kim
- Department of Surgery and Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea.
| | - Shin Hwang
- Department of Surgery and Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea.
| | - Chul-Soo Ahn
- Department of Surgery and Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea.
| | - Ki-Hun Kim
- Department of Surgery and Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea.
| | - Deok-Bog Moon
- Department of Surgery and Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea.
| | - Gi-Won Song
- Department of Surgery and Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea.
| | - Dong-Hwan Jung
- Department of Surgery and Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea.
| | - Seung-Mo Hong
- Department of Surgery and Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea.
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Zhou Q, Cai H, Xu MH, Ye Y, Li XL, Shi GM, Huang C, Zhu XD, Cai JB, Zhou J, Fan J, Ji Y, Sun HC, Shen YH. Do the existing staging systems for primary liver cancer apply to combined hepatocellular carcinoma-intrahepatic cholangiocarcinoma? Hepatobiliary Pancreat Dis Int 2021; 20:13-20. [PMID: 33160852 DOI: 10.1016/j.hbpd.2020.10.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Accepted: 10/15/2020] [Indexed: 02/05/2023]
Abstract
BACKGROUND The incidence of combined hepatocellular carcinoma-intrahepatic cholangiocarcinoma (cHCC-ICC) is relatively low, and the knowledge about the prognosis of cHCC-ICC remains obscure. In the study, we aimed to screen existing primary liver cancer staging systems and shed light on the prognosis and risk factors for cHCC-ICC. METHODS We retrospectively reviewed 206 cHCC-ICC patients who received curative surgical resection from April 1999 to March 2017. The correlation of survival measures with the histological types or with tumor staging systems was determined and predictive values of tumor staging systems with cHCC-ICC prognosis were compared. RESULTS The histological type was not associated with overall survival (OS) (P = 0.338) or disease-free survival (DFS) (P = 0.843) of patients after curative surgical resection. BCLC, TNM for HCC, and TNM for ICC stages correlated with both OS and DFS in cHCC-ICC (all P < 0.05). The predictive values of TNM for HCC and TNM for ICC stages were similar in terms of predicting postoperative OS (P = 0.798) and DFS (P = 0.191) in cHCC-ICC. TNM for HCC was superior to BCLC for predicting postoperative OS (P = 0.022) in cHCC-ICC. CONCLUSION The TNM for HCC staging system should be prioritized for clinical applications in predicting cHCC-ICC prognosis.
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Affiliation(s)
- Qiang Zhou
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China
| | - Hao Cai
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China
| | - Ming-Hao Xu
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China
| | - Yao Ye
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Xiao-Long Li
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China
| | - Guo-Ming Shi
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China
| | - Cheng Huang
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China
| | - Xiao-Dong Zhu
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China
| | - Jia-Bin Cai
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China
| | - Jian Zhou
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China
| | - Jia Fan
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China
| | - Yuan Ji
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Hui-Chuan Sun
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China
| | - Ying-Hao Shen
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China.
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Takamura H, Gabata R, Obatake Y, Nakanuma S, Hayashi H, Kozaka K, Sasaki M, Okazaki M, Yamaguchi T, Shimbashi H, Terai S, Okamoto K, Makino I, Kinoshita J, Nakamura K, Miyashita T, Tajima H, Ninomiya I, Fushida S, Kitao A, Kitahara M, Arai K, Yamashita T, Yamashita T, Ikeda H, Satoh Y, Harada K, Kaneko S, Gabata T, Kosaka T, Ohta T. Clinical features and diagnostic imaging of cholangiolocellular carcinoma compared with other primary liver cancers: a surgical perspective. Technol Cancer Res Treat 2020; 19:1533033820948141. [PMID: 33073719 PMCID: PMC7592326 DOI: 10.1177/1533033820948141] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Background and Objectives: Although cholangiolocellular carcinoma is considered a combined hepatocellular and cholangiocarcinoma, we feel that this classification is not appropriate. Therefore, we compared the diagnostic imaging findings, surgical prognosis, and pathological features of cholangiolocellular carcinoma with those of other combined hepatocellular and cholangiocarcinoma subtypes, hepatocellular carcinoma, and cholangiocarcinoma. Methods: The study patients included 7 with classical type combined hepatocellular and cholangiocarcinoma; 8 with stem cell feature, intermediate type combined hepatocellular and cholangiocarcinoma; 13 with cholangiolocellular carcinoma; 58 with cholangiocarcinoma; and 359 with hepatocellular carcinoma. All patients underwent hepatectomy or living-related donor liver transplantation from 2001 to 2014. Results: cholangiolocellular carcinoma could be distinguished from hepatocellular carcinom, other combined hepatocellular and cholangiocarcinoma subtypes, and cholangiocarcinoma by the presence of intratumoral Glisson’s pedicle, hepatic vein penetration, and tumor-staining pattern on angiography-assisted CT. Cholangiolocellular carcinoma was associated with a significantly lower SUV-max than that of cholangiocarcinoma on FDG-PET. Hepatocellular carcinoma, classical type, and cholangiolocellular carcinoma had significantly better prognoses than stem cell feature, intermediate type and cholangiocarcinoma. A cholangiocarcinoma component was detected in cholangiolocellular carcinoma that progressed to the hepatic hilum, and the cholangiocarcinoma component was found in perineural invasion and lymph node metastases. Conclusions: From the viewpoint of surgeon, cholangiolocellular carcinoma should be classified as a good-prognosis subtype of biliary tract carcinoma because of its tendency to differentiate into cholangiocarcinoma during its progression, and its distinctive imaging and few recurrence rates different from other combined hepatocellular and cholangiocarcinoma subtypes.
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Affiliation(s)
- Hiroyuki Takamura
- General and Digestive Surgery, 12857Kanazawa Medical University, Kahoku, Ishikawa, Japan.,Gastroenterologic Surgery, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Ryousuke Gabata
- Gastroenterologic Surgery, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Yoshinao Obatake
- Gastroenterologic Surgery, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Shinichi Nakanuma
- Gastroenterologic Surgery, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Hironori Hayashi
- Gastroenterologic Surgery, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Kazuto Kozaka
- Radiology, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Motoko Sasaki
- Pathology, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Mitsuyoshi Okazaki
- Gastroenterologic Surgery, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Takahisa Yamaguchi
- Gastroenterologic Surgery, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Hiroyuki Shimbashi
- Gastroenterologic Surgery, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Shiro Terai
- Gastroenterologic Surgery, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Koichi Okamoto
- Gastroenterologic Surgery, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Isamu Makino
- Gastroenterologic Surgery, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Jun Kinoshita
- Gastroenterologic Surgery, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Keishi Nakamura
- Gastroenterologic Surgery, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Tomoharu Miyashita
- Gastroenterologic Surgery, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Hidehiro Tajima
- Gastroenterologic Surgery, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Itasu Ninomiya
- Gastroenterologic Surgery, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Sachio Fushida
- Gastroenterologic Surgery, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Azusa Kitao
- Radiology, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Masaaki Kitahara
- Gastroenterology, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Kuniaki Arai
- Gastroenterology, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Taro Yamashita
- Gastroenterology, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Tatsuya Yamashita
- Gastroenterology, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Hiroko Ikeda
- Pathology, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Yasunori Satoh
- Pathology, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Kenichi Harada
- Pathology, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Syuichi Kaneko
- Gastroenterology, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
| | | | - Tateo Kosaka
- General and Digestive Surgery, 12857Kanazawa Medical University, Kahoku, Ishikawa, Japan
| | - Tetsuo Ohta
- Gastroenterologic Surgery, 12858Kanazawa University, Kanazawa, Ishikawa, Japan
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Wang X, Wang W, Ma X, Lu X, Li S, Zeng M, Xu K, Yang C. Combined hepatocellular-cholangiocarcinoma: which preoperative clinical data and conventional MRI characteristics have value for the prediction of microvascular invasion and clinical significance? Eur Radiol 2020; 30:5337-5347. [PMID: 32385649 PMCID: PMC7476977 DOI: 10.1007/s00330-020-06861-2] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 03/13/2020] [Accepted: 04/02/2020] [Indexed: 02/07/2023]
Abstract
Objectives To explore which preoperative clinical data and conventional MRI findings may indicate microvascular invasion (MVI) of combined hepatocellular-cholangiocarcinoma (cHCC-CCA) and have clinical significance. Methods The study enrolled 113 patients with histopathologically confirmed cHCC-CCA (MVI-positive group [n = 56], MVI-negative group [n = 57]). Two radiologists retrospectively assessed the preoperative MRI features (qualitative analysis of morphology and dynamic enhancement features), and each lesion was assigned according to the LI-RADS. Preoperative clinical data were also evaluated. Logistic regression analyses were used to assess the relative value of these parameters as potential predictors of MVI. Recurrence-free survival (RFS) rates after hepatectomy in the two groups were estimated using Kaplan–Meier survival curves and compared using the log-rank test. Results The majority of cHCC-CCAs were categorized as LR-M. On multivariate analysis, a higher serum AFP level (OR, 0.523; 95% CI, 0.282–0.971; p = 0.040), intratumoral fat deposition (OR, 14.368; 95% CI, 2.749–75.098; p = 0.002), and irregular arterial peritumoral enhancement (OR, 0.322; 95% CI, 0.164–0.631; p = 0.001) were independent variables associated with the MVI of cHCC-CCA. After hepatectomy, patients with MVI of cHCC-CCA showed earlier recurrence than those without MVI (hazard ratio [HR], 0.402; 95% CI, 0.189–0.854, p = 0.013). Conclusion A higher serum AFP level and irregular arterial peritumoral enhancement are potential predictive biomarkers for the MVI of cHCC-CCA, while intratumoral fat detected on MRI suggests a low risk of MVI. Furthermore, cHCC-CCAs with MVI may have worse surgical outcomes with regard to early recurrence than those without MVI. Key Points • Higher serum levels of AFP combined with irregular arterial peritumoral enhancement are independent risk factors for the MVI of cHCC-CCA, while fat deposition might be a protective factor. • cHCC-CCA with MVI may have a higher risk of early recurrence after surgery. • Most cHCC-CCAs were categorized as LR-M in this study, and no significant difference was found in MVI based on LI-RADS category.
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MESH Headings
- Adult
- Aged
- Bile Duct Neoplasms/blood supply
- Bile Duct Neoplasms/diagnostic imaging
- Bile Duct Neoplasms/pathology
- Bile Duct Neoplasms/surgery
- Bile Ducts, Intrahepatic/pathology
- Biomarkers, Tumor/blood
- Carcinoma, Hepatocellular/blood supply
- Carcinoma, Hepatocellular/diagnostic imaging
- Carcinoma, Hepatocellular/pathology
- Carcinoma, Hepatocellular/surgery
- Cholangiocarcinoma/blood supply
- Cholangiocarcinoma/diagnostic imaging
- Cholangiocarcinoma/pathology
- Cholangiocarcinoma/surgery
- Disease-Free Survival
- Female
- Hepatectomy
- Humans
- Liver Neoplasms/blood supply
- Liver Neoplasms/diagnostic imaging
- Liver Neoplasms/pathology
- Liver Neoplasms/surgery
- Magnetic Resonance Imaging
- Male
- Microcirculation
- Middle Aged
- Neoplasm Invasiveness
- Neoplasms, Multiple Primary/blood supply
- Neoplasms, Multiple Primary/diagnostic imaging
- Neoplasms, Multiple Primary/pathology
- Neoplasms, Multiple Primary/surgery
- Recurrence
- Retrospective Studies
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Affiliation(s)
- Xiaolong Wang
- Department of Radiology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, China
- Department of Radiology, The Affiliated Hospital of Xuzhou Medical University, No. 99 Huaihai West Road, Xuzhou, Jiangsu Province, China
- School of Medical Imaging, Xuzhou Medical University, Xuzhou, Jiangsu Province, China
| | - Wentao Wang
- Department of Radiology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, China
| | - Xijuan Ma
- Department of Radiology, Xuzhou Central Hospital, Xuzhou, Jiangsu Province, China
| | - Xin Lu
- Department of Radiology, The Affiliated Hospital of Xuzhou Medical University, No. 99 Huaihai West Road, Xuzhou, Jiangsu Province, China
- School of Medical Imaging, Xuzhou Medical University, Xuzhou, Jiangsu Province, China
| | - Shaodong Li
- Department of Radiology, The Affiliated Hospital of Xuzhou Medical University, No. 99 Huaihai West Road, Xuzhou, Jiangsu Province, China
- School of Medical Imaging, Xuzhou Medical University, Xuzhou, Jiangsu Province, China
| | - Mengsu Zeng
- Department of Radiology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, China
| | - Kai Xu
- Department of Radiology, The Affiliated Hospital of Xuzhou Medical University, No. 99 Huaihai West Road, Xuzhou, Jiangsu Province, China.
- School of Medical Imaging, Xuzhou Medical University, Xuzhou, Jiangsu Province, China.
| | - Chun Yang
- Department of Radiology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, China.
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10
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Zhang J, Huang Z, Cao L, Zhang Z, Wei Y, Zhang X, Song B. Differentiation combined hepatocellular and cholangiocarcinoma from intrahepatic cholangiocarcinoma based on radiomics machine learning. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:119. [PMID: 32175412 PMCID: PMC7049063 DOI: 10.21037/atm.2020.01.126] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Accepted: 01/14/2020] [Indexed: 02/05/2023]
Abstract
BACKGROUND Combined hepatocellular and cholangiocarcinoma (CHC) and intrahepatic cholangiocarcinoma (ICC) are hard to identify in clinical practice preoperatively. This study looked to develop and confirm a radiomics-based model for preoperative differentiation CHC from ICC. METHODS The model was developed in 86 patients with ICC and 46 CHC, confirmed in 37 ICC and 20 CHC, and data were collected from January 2014 to December 2018. The radiomics scores (Radscores) were built from radiomics features of contrast-enhanced computed tomography in 12 regions of interest (ROI). The Radscore and clinical-radiologic factors were integrated into the combined model using multivariable logistic regression. The best-combined model constructed the radiomics-based nomogram, and the performance was assessed concerning its calibration, discrimination, and clinical usefulness. RESULTS The radiomics features extracted from tumor ROI in the arterial phase (AP) with preprocessing were selected to build Radscore and yielded an area under the curve (AUC) of 0.800 and 0.789 in training and validation cohorts, respectively. The radiomics-based model contained Radscore and 4 clinical-radiologic factors showed the best performance (training cohort, AUC =0.942; validation cohort, AUC =0.942) and good calibration (training cohort, AUC =0.935; validation cohort, AUC =0.931). CONCLUSIONS The proposed radiomics-based model may be used conveniently to the preoperatively differentiate CHC from ICC.
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Affiliation(s)
- Jun Zhang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Zixing Huang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Likun Cao
- Department of Radiology, Peking Union Medical College Hospital (Dongdan Campus), Beijing 100730, China
| | - Zhen Zhang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Yi Wei
- Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Xin Zhang
- Pharmaceutical Diagnostic team, GE Healthcare, Life Sciences, Beijing 100176, China
| | - Bin Song
- Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, China
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11
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Park WK, Joshi PK, Lee KW, Lee KB, Hong SK, Yoon KC, Lee JM, Cho JH, Yi NJ, Suh KS. Risk Factors of Tumor Recurrence After Liver Transplantation for Combined Hepatocellular Carcinoma and Cholangiocarcinoma. Transplant Proc 2020; 52:271-275. [PMID: 31926744 DOI: 10.1016/j.transproceed.2019.09.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Accepted: 09/26/2019] [Indexed: 11/16/2022]
Abstract
BACKGROUND Combined hepatocellular carcinoma and cholangiocarcinoma (cHCC-CC) is commonly diagnosed as hepatocellular carcinoma (HCC) preoperatively. Therefore, unexpected recurrence occurs in some patients after liver transplantation (LT). The aim of this study was to identify the risk factors of recurrence. METHODS We retrospectively reviewed the data of 20 patients who underwent LT for cHCC-CC from January 2005 to December 2015. RESULTS Of the 20 patients, 11 (55%) had concurrent HCC and 10 (50%) had multiple cHCC-CCs. Before LT, 13 patients had undergone transarterial chemoembolization (TACE, n = 9), radiofrequency ablation, and TACE (n = 3) or surgical resection (n = 1). Four of the patients (20%) had the classical type, whereas 16 (80%) had subtypes with stem cell features. Six of the 16 patients (37.5%) with subtypes with stem cell features and 3 of the 4 patients (75%) with the classical type showed recurrence after LT. In multivariate analysis, the classical type was significantly associated with poorer recurrence-free survival (RFS) (hazard ratio [HR]: 8.65, confidence interval [CI]: 1.25-60.05, P = .03) and poorer overall survival (HR: 8.89, CI: 1.37-57.84, P = .02). Spontaneous tumor necrosis also showed significance on RFS (P = .03) among 11 patients with nontreated lesions. CONCLUSION In cHCC-CC, the classical type and spontaneous tumor necrosis were associated with recurrence. If these risk factors are found after LT, short-interval follow-up and strategies such as chemotherapy and/or use of mammalian target of rapamycin inhibitors to prevent recurrence are needed.
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Affiliation(s)
- Woong Ki Park
- Department of Surgery, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea
| | - Pravin Kumar Joshi
- Department of Surgery, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea
| | - Kwang-Woong Lee
- Department of Surgery, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea.
| | - Kyoung Bun Lee
- Department of Pathology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea
| | - Suk Kyun Hong
- Department of Surgery, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea
| | - Kyung Chul Yoon
- Department of Surgery, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea
| | - Jeong-Moo Lee
- Department of Surgery, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea
| | - Jae-Hyung Cho
- Department of Surgery, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea
| | - Nam-Joon Yi
- Department of Surgery, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea
| | - Kyung-Suk Suh
- Department of Surgery, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea
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12
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Radiological features and outcomes of combined hepatocellular-cholangiocarcinoma in patients undergoing surgical resection. J Formos Med Assoc 2020; 119:125-133. [DOI: 10.1016/j.jfma.2019.02.012] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2018] [Revised: 02/01/2019] [Accepted: 02/23/2019] [Indexed: 12/14/2022] Open
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13
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Lim CH, Moon SH, Cho YS, Choi JY, Lee KH, Hyun SH. Prognostic value of 18F-fluorodeoxyglucose positron emission tomography/computed tomography in patients with combined hepatocellular-cholangiocarcinoma. Eur J Nucl Med Mol Imaging 2019; 46:1705-1712. [DOI: 10.1007/s00259-019-04327-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Accepted: 04/01/2019] [Indexed: 12/17/2022]
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14
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Wang Y, Yang Q, Li S, Luo R, Mao S, Shen J. Imaging features of combined hepatocellular and cholangiocarcinoma compared with those of hepatocellular carcinoma and intrahepatic cholangiocellular carcinoma in a Chinese population. Clin Radiol 2019; 74:407.e1-407.e10. [PMID: 30799097 DOI: 10.1016/j.crad.2019.01.016] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2018] [Accepted: 01/23/2019] [Indexed: 12/11/2022]
Abstract
AIM To determine the enhanced computed tomography (CT) and magnetic resonance imaging (MRI) characteristics of combined hepatocellular carcinoma and cholangiocarcinoma (cHCC-CC) in Chinese patients. MATERIALS AND METHODS Patients with histopathologically proven cHCC-CC (n=54) were compared with hepatocellular carcinoma (HCC; n=41) and cholangiocellular carcinoma (CCC; n=41) patients. Clinical information was measured in all patients. Tumour size, tumour margins, signs of cirrhosis, pseudocapsule, capsular retraction, rim enhancement, intrahepatic biliary dilatation, portal vein thrombosis, upper abdominal lymphadenopathy, were assessed on CT and/or MRI. The dynamic pattern of enhancement was also assessed. RESULTS The majority (81.5%) of cHCC-CC patients had positive hepatitis B serology. The presence of cirrhosis and tumour blood vessels was comparable in cHCC-CC and HCC, but significantly lower in CCC (p>0.05). The presence of ill-defined margin and regional lymphadenopathy was comparable in cHCC-CC and CCC, but significantly lower in HCC (p>0.05). The pseudocapsule, capsular retraction, biliary dilatation, rim enhancement, and abnormal perfusion were significantly different between the three types of lesions, with cHCC-CC being intermediate between HCC and CCC. Nearly half of the cHCC-CC tumours (25; 46.3%) showed the wash-in and wash-out enhancement pattern; the gradual, persistent, and mixed patterns were seen in 12 (22.2%), 5 (9.3%), and 12 (22.2%) tumours, respectively. CONCLUSION The majority of cHCC-CC tumours occur against a background of positive hepatitis B serology and cirrhosis. Imaging findings vary widely between cHCC-CC tumours. In the present series, the enhancement pattern of cHCC-CC tumours was HCC-like in most cases.
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Affiliation(s)
- Y Wang
- Department of Radiology, State Key Laboratory of Oncology in South China, Cancer Center, Sun Yat-sen University, Guangzhou, 510060, PR China; Cancer Prevention Center, State Key Laboratory of Oncology in South China, Cancer Center, Sun Yat-sen University, Guangzhou, 510060, PR China
| | - Q Yang
- Department of Radiology, State Key Laboratory of Oncology in South China, Cancer Center, Sun Yat-sen University, Guangzhou, 510060, PR China; Cancer Prevention Center, State Key Laboratory of Oncology in South China, Cancer Center, Sun Yat-sen University, Guangzhou, 510060, PR China
| | - S Li
- Department of Radiology, State Key Laboratory of Oncology in South China, Cancer Center, Sun Yat-sen University, Guangzhou, 510060, PR China
| | - R Luo
- Department of Radiology, State Key Laboratory of Oncology in South China, Cancer Center, Sun Yat-sen University, Guangzhou, 510060, PR China
| | - S Mao
- Department of Radiology, State Key Laboratory of Oncology in South China, Cancer Center, Sun Yat-sen University, Guangzhou, 510060, PR China
| | - J Shen
- Department of Radiology, State Key Laboratory of Oncology in South China, Cancer Center, Sun Yat-sen University, Guangzhou, 510060, PR China.
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15
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Antwi SO, Habboush YY, Chase LA, Lee DD, Patel T. Response to Loco-Regional Therapy Predicts Outcomes After Liver Transplantation for Combined Hepatocellular-Cholangiocarcinoma. Ann Hepatol 2018; 17:969-979. [PMID: 30600299 DOI: 10.5604/01.3001.0012.7197] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
INTRODUCTION AND AIM Combined hepatocellular-cholangiocarcinoma (HCC-CCA) is a rare liver malignancy distinct from either hepatocellular carcinoma (HCC) or cholangiocarcinoma. Liver transplantation (LT) is not recommended for HCC-CCA because of suboptimal outcomes. Non-invasive diagnosis of HCC-CCA is extremely challenging; thus, some HCC-CCAs are presumed as HCC on imaging and listed for LT with the correct diagnosis ultimately made on explant pathology. We compared HCC-CCA with HCC to determine the utility of response to pre-transplant loco-regional therapy (LRT) in predicting outcomes for HCC-CCA after LT as a potential means of identifying appropriate HCC-CCA patients for LT. MATERIAL AND METHODS Retrospective review of 19 patients with pathologically confirmed HCC-CCA were individually matched to 38 HCC patients (1:2) based on age, sex, and Milan criteria at listing was performed. The modified response evaluation criteria in solid tumors was used to categorize patients as responders or non-responders to pre-transplant LRT based on imaging performed before and after LRT. Overall survival (OS) and recurrence-free survival (RFS) were examined. RESULTS OS at 3 years post-transplant was 74% for HCC-CCA and 87% for HCC. RFS at 3 years was 74% for HCC-CCA, and 87% for HCC. Among responders to LRT, the 3-year OS was 92% for HCC-CCA and 88% for HCC; among non-responders, 3-year OS was 43% for HCC-CCA and 83% for HCC. Higher 3-year OS was observed among HCC-CCA responders (77%) compared with HCC-CCA non-responders (23%). CONCLUSIONS OS was similarly high among.
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Affiliation(s)
- Samuel O Antwi
- Department of Transplantation, Mayo Clinic, Jacksonville, FL, USA
| | - Yacob Y Habboush
- Department of Transplantation, Mayo Clinic, Jacksonville, FL, USA
| | - Lori A Chase
- Department of Transplantation, Mayo Clinic, Jacksonville, FL, USA
| | - David D Lee
- Department of Transplantation, Mayo Clinic, Jacksonville, FL, USA
| | - Tushar Patel
- Department of Transplantation, Mayo Clinic, Jacksonville, FL, USA
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16
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He C, Mao Y, Wang J, Song Y, Huang X, Lin X, Li S. The Predictive Value of Staging Systems and Inflammation Scores for Patients with Combined Hepatocellular Cholangiocarcinoma After Surgical Resection: a Retrospective Study. J Gastrointest Surg 2018; 22:1239-1250. [PMID: 29667093 DOI: 10.1007/s11605-018-3756-3] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Accepted: 03/21/2018] [Indexed: 01/31/2023]
Abstract
BACKGROUND Combined hepatocellular cholangiocarcinoma (cHCC-CC) is a rare form of primary liver tumor. A specific staging system for predicting survival in patients with cHCC-CC is not available. The aim of the present study was to evaluate the ability of staging systems and inflammation-based scores to predict overall survival (OS) and progression-free survival (PFS) of patients with cHCC-CC after surgical resection. METHODS The data from 99 patients with cHCC-CC after surgical resection from June 2000 and January 2017 were retrospectively collected. Patients were allocated into HCC (hepatocellular carcinoma)-dominant (IHD) group and ICC (intrahepatic cholangiocarcinoma)-dominant (IID) group based on radiological characteristics. Similarly, patients were also divided into HCC-dominant (PHD) group and ICC-dominant (PID) group based on pathological characteristics. Univariate and multivariate analyses were performed to identify variables associated with OS and PFS. The prognostic value of staging systems and inflammation-based scores were analyzed and compared using receiver operating characteristic (ROC) curves. RESULTS The 1-, 2-, and 3-year OS rates were 82.6, 66.3, and 59.6%, respectively. The 1-, 2-, and 3-year PFS rates were 52.2, 38.1, and 31.5%, respectively. Independent prognostic factors identified by multivariate analyses included HCC-TNM staging system and tumor diameter both for OS and PFS analyses. HCC-TNM staging system displayed higher area under ROC curve (AUC) values than the other staging systems or inflammation-based scores. CONCLUSIONS HCC-TNM staging system was able to adequately predict prognosis of patients with cHCC-CC after surgical resection, especially for patients with HCC-dominant characteristics in clinical practice.
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Affiliation(s)
- Chaobin He
- Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, People's Republic of China
| | - Yize Mao
- Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, People's Republic of China
| | - Jun Wang
- Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, People's Republic of China
| | - Yunda Song
- Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, People's Republic of China
| | - Xin Huang
- Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, People's Republic of China
| | - Xiaojun Lin
- Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, People's Republic of China
| | - Shengping Li
- Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, People's Republic of China.
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17
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A Case of Cholangiolocellular Carcinoma Preoperatively Diagnosed With Typical Imaging Findings. Int Surg 2018. [DOI: 10.9738/intsurg-d-18-00002.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Introduction:
Cholangiolocellular carcinoma (CoCC) is a rare primary liver neoplasm. A recent integrative genomic analysis has revealed that CoCC represents a distinct biliary-derived molecular entity. Several cases of CoCC have been reported so far, but accurate preoperative diagnosis was difficult in most cases.
Case presentation:
We report a case of 70-year-old woman with CoCC. Preoperative imaging findings revealed several typical signs of CoCC (i.e., thick early ring enhancement in the peripheral area of the tumor and its prolongation, vessel penetration through the tumor, no dilatation of the peripheral bile ducts, and dot-/band-like internal enhancement or a target appearance on contrast-enhanced magnetic resonance imaging). We strongly suspected CoCC from these preoperative imaging findings of the tumor and performed extended left hepatectomy. Pathologic diagnosis was CoCC, and the histologic findings such as peripheral highly cellular areas, central abundant hyalinized/edematous fibrotic stroma, and retained Glisson's sheath structures in the tumor, corresponded closely to each preoperative imaging finding. Immunohistochemical study revealed the tumor cells were positive for cytokeratin 7 and epithelial membrane antigen. The postoperative course was uneventful, and the patient is alive without recurrence for 15 months. The prognosis of CoCC is known to be better than that of cholangiocellular carcinoma, indicating the importance of preoperative differential diagnosis of these tumors.
Conclusion:
Even though preoperative diagnosis of CoCC is difficult because of its rarity, cautious investigation of preoperative typical imaging findings can possibly lead to accurate diagnosis of CoCC.
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18
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Jung DH, Hwang S, Song GW, Ahn CS, Moon DB, Kim KH, Ha TY, Park GC, Hong SM, Kim WJ, Kang WH, Kim SH, Yu ES, Lee SG. Longterm prognosis of combined hepatocellular carcinoma-cholangiocarcinoma following liver transplantation and resection. Liver Transpl 2017; 23:330-341. [PMID: 28027599 DOI: 10.1002/lt.24711] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2016] [Accepted: 12/06/2016] [Indexed: 12/14/2022]
Abstract
Combined hepatocellular carcinoma-cholangiocarcinoma (cHCC-CC) is a rare disease. We investigated the clinicopathological features of cHCC-CC and compared the longterm outcomes following liver transplantation (LT) and hepatic resection (HR). We identified 32 LT patients with cHCC-CC through an institutional database search. The HR control group (n = 100) was selected through propensity score-matching. The incidence of cHCC-CC among all adult LT patients was 1.0%. Mean patient age was 53.4 ± 6.7 years, and 26 patients were male. Thirty patients had hepatitis B virus infection. All patients of cHCC-CC were diagnosed incidentally in the explanted livers. Mean tumor diameter was 2.5 ± 1.3 cm, and 28 patients had single tumors. Tumor stage was stage I in 23 and II in 9. Concurrent hepatocellular carcinoma (HCC) was detected in 12 patients with stage I in 5 and II in 7. Mean tumor diameter was 1.9 ± 1.2 cm, and 5 had single tumors. Tumor recurrence and survival rates were 15.6% and 84.4% at 1 year and 32.2% and 65.8% at 5 years, respectively. Patients with very early stage cHCC-CC (1 or 2 tumors ≤ 2.0 cm) showed 13.3% tumor recurrence and 93.3% patient survival rates at 5 years, which were significantly improved than those with advanced tumors (P = 0.002). Tumor recurrence and survival rates did not differ significantly between the LT and HR control groups (P = 0.22 and P = 0.91, respectively); however, postrecurrence patient survival did (P = 0.016). In conclusion, cHCC-CC is rarely diagnosed following LT, and one-third of such patients have concurrent HCC. The longterm posttransplant prognosis was similar following LT and HR. Very early cHCC-CC resulted in favorable posttransplant prognosis, thus this selection condition can be prudently considered for LT indication. Liver Transplantation 23 330-341 2017 AASLD.
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Affiliation(s)
- Dong-Hwan Jung
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, University of Ulsan College of Medicine, Seoul, South Korea
| | - Shin Hwang
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, University of Ulsan College of Medicine, Seoul, South Korea
| | - Gi-Won Song
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, University of Ulsan College of Medicine, Seoul, South Korea
| | - Chul-Soo Ahn
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, University of Ulsan College of Medicine, Seoul, South Korea
| | - Deok-Bog Moon
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, University of Ulsan College of Medicine, Seoul, South Korea
| | - Ki-Hun Kim
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, University of Ulsan College of Medicine, Seoul, South Korea
| | - Tae-Yong Ha
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, University of Ulsan College of Medicine, Seoul, South Korea
| | - Gil-Chun Park
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, University of Ulsan College of Medicine, Seoul, South Korea
| | - Seung-Mo Hong
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Wan-Jun Kim
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, University of Ulsan College of Medicine, Seoul, South Korea
| | - Woo-Hyoung Kang
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, University of Ulsan College of Medicine, Seoul, South Korea
| | - Seok-Hwan Kim
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, University of Ulsan College of Medicine, Seoul, South Korea
| | - Eun Sil Yu
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Sung-Gyu Lee
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, University of Ulsan College of Medicine, Seoul, South Korea
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19
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Tsuda S, Maeda H, Uemura S, Kanagawa T, Tsuda S, Akimori T, Fujieda Y, Kamioka N, Kobayashi M, Hanazaki K. Sarcomatoid combined hepatocellular carcinoma and cholangiocarcinoma of liver with spontaneous intra-tumor bleeding: a case report. ACTA ACUST UNITED AC 2017. [DOI: 10.4993/acrt.25.77] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Affiliation(s)
| | | | - Sunao Uemura
- Department of Surgery, Kochi Medical School, Kochi University
| | | | - Sachi Tsuda
- Department of Surgery, Kochi Medical School, Kochi University
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