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Ristau J, Hörner-Rieber J, Körber SA. MR-linac based radiation therapy in gastrointestinal cancers: a narrative review. J Gastrointest Oncol 2024; 15:1893-1907. [PMID: 39279945 PMCID: PMC11399841 DOI: 10.21037/jgo-22-961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 08/14/2023] [Indexed: 09/18/2024] Open
Abstract
Background and Objective Magnetic resonance guided radiotherapy (MRgRT) is an emerging technological innovation with more and more institutions gaining clinical experience in this new field of radiation oncology. The ability to better visualize both tumors and healthy tissues due to excellent soft tissue contrast combined with new possibilities regarding motion management and the capability of online adaptive radiotherapy might increase tumor control rates while potentially reducing the risk of radiation-induced toxicities. As conventional computed tomography (CT)-based image guidance methods are insufficient for adaptive workflows in abdominal tumors, MRgRT appears to be an optimal method for this tumor site. The aim of this narrative review is to outline the opportunities and challenges in magnetic resonance guided radiation therapy in gastrointestinal cancers. Methods We searched for studies, reviews and conceptual articles, including the general technique of MRgRT and the specific utilization in gastrointestinal cancers, focusing on pancreatic cancer, liver metastases and primary liver cancer, rectal cancer and esophageal cancer. Key Content and Findings This review is highlighting the innovative approach of MRgRT in gastrointestinal cancer and gives an overview of the currently available literature with regard to clinical experiences and theoretical background. Conclusions MRgRT is a promising new tool in radiation oncology, which can play off several of its beneficial features in the specific field of gastrointestinal cancers. However, clinical data is still scarce. Nevertheless, the available literature points out large potential for improvements regarding dose coverage and escalation as well as the reduction of dose exposure to critical organs at risk (OAR). Further prospective studies are needed to demonstrate the role of this innovative technology in gastrointestinal cancer management, in particular trials that randomly compare MRgRT with conventional CT-based image-guided radiotherapy (IGRT) would be of high value.
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Affiliation(s)
- Jonas Ristau
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
- Heidelberg Institute of Radiation Oncology (HIRO), Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
- National Center for Tumor diseases (NCT), Heidelberg University Hospital, Heidelberg, Germany
- Heidelberg Ion-Beam Therapy Center (HIT), Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Juliane Hörner-Rieber
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
- Heidelberg Institute of Radiation Oncology (HIRO), Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
- National Center for Tumor diseases (NCT), Heidelberg University Hospital, Heidelberg, Germany
- Heidelberg Ion-Beam Therapy Center (HIT), Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), Core Center Heidelberg, Heidelberg, Germany
| | - Stefan A Körber
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
- Heidelberg Institute of Radiation Oncology (HIRO), Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
- National Center for Tumor diseases (NCT), Heidelberg University Hospital, Heidelberg, Germany
- Heidelberg Ion-Beam Therapy Center (HIT), Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), Core Center Heidelberg, Heidelberg, Germany
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Yang K, Wu K, Lei Z, Liu T, Zhang X, Li J, Yang K, Peng Q, Lin T, Liu C, Qu K. Tumor budding is a meaningful prognostic marker in patients with hepatocellular carcinoma after curative hepatectomy. PORTAL HYPERTENSION & CIRRHOSIS 2024; 3:86-95. [DOI: 10.1002/poh2.85] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 04/19/2024] [Indexed: 01/05/2025]
Abstract
AbstractAimTumor budding (TB) has excellent prognostic value in many solid tumors, but there is little research on it in hepatocellular carcinoma (HCC). This study assessed the prognostic value of TB in patients with HCC who received hepatectomy.MethodsThis retrospective study included 210 patients with HCC who received curative hepatectomy at the First Affiliated Hospital of Xi'an Jiaotong University, between 2016 and 2018. TB was evaluated on hematoxylin‐ and eosin‐stained slides according to the criteria established by the 2016 International Tumor Budding Consensus Conference. t‐tests, Chi‐squared tests, and rank‐sum tests were used to correlate the extent of TB with clinicopathological parameters. Prognostic analysis was performed using Cox regression models and the Kaplan–Meier method.ResultsThe positive detection rate of TB was 45.2% (95/210) in 210 patients with HCC. Patients positive for TB always exhibit lower tumor differentiation, higher hepatitis B virus DNA levels, and more severe liver fibrosis. Multivariate Cox analysis identified TB (hazard ratio [HR]: 2.232, 95% confidence interval [CI]: 1.479–3.368, p < 0.001) as an independent prognostic factor for patients' recurrence‐free survival (RFS), similar to tumor size (HR: 1.070, 95% CI: 1.070–1.142, p = 0.042) and satellite nodule (HR: 2.266, 95% CI: 1.298–3.956, p = 0.004). Kaplan–Meier analysis also demonstrated that TB‐positive patients had a significantly worse RFS. Interestingly, subgroup analysis revealed that among HCC patients with negative microvascular invasion (MVI), TB was also strongly associated with RFS (HR: 3.206, 95% CI: 1.667–6.168, p < 0.001). These findings suggest that TB may serve as a supplemental prognostic biomarker for HCC‐negative MVI.ConclusionsTB is an adverse prognostic biomarker for HCC, particularly in patients negative for MVI. TB evaluation should be considered in the postoperative pathological examination of HCC in clinical practice.
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Affiliation(s)
- Kaibo Yang
- Department of Hepatobiliary Surgery and Liver Transplantation The Second Affiliated Hospital of Xi'an Jiaotong University Xi'an Shaanxi China
- Key Laboratory of Surgical Critical Care and Life Support (Xi'an Jiaotong University), Ministry of Education Xi'an Shaanxi China
| | - Kunjin Wu
- Department of Hepatobiliary Surgery and Liver Transplantation The Second Affiliated Hospital of Xi'an Jiaotong University Xi'an Shaanxi China
- Key Laboratory of Surgical Critical Care and Life Support (Xi'an Jiaotong University), Ministry of Education Xi'an Shaanxi China
| | - Zitong Lei
- Department of Critical Care Nephrology and Blood Purification The First Affiliated Hospital of Xi'an Jiaotong University Xi'an Shaanxi China
| | - Tong Liu
- Department of Hepatobiliary Surgery and Liver Transplantation The Second Affiliated Hospital of Xi'an Jiaotong University Xi'an Shaanxi China
- Key Laboratory of Surgical Critical Care and Life Support (Xi'an Jiaotong University), Ministry of Education Xi'an Shaanxi China
| | - Xing Zhang
- Department of Hepatobiliary Surgery and Liver Transplantation The Second Affiliated Hospital of Xi'an Jiaotong University Xi'an Shaanxi China
- Key Laboratory of Surgical Critical Care and Life Support (Xi'an Jiaotong University), Ministry of Education Xi'an Shaanxi China
- Hangzhou Institute of National Extremely‐weak Magnetic Field Infrastructure Hangzhou Zhejiang China
| | - Jing Li
- Department of Hepatobiliary Surgery and Liver Transplantation The Second Affiliated Hospital of Xi'an Jiaotong University Xi'an Shaanxi China
- Key Laboratory of Surgical Critical Care and Life Support (Xi'an Jiaotong University), Ministry of Education Xi'an Shaanxi China
| | - Kun Yang
- Department of Hepatobiliary Surgery and Liver Transplantation The Second Affiliated Hospital of Xi'an Jiaotong University Xi'an Shaanxi China
- Key Laboratory of Surgical Critical Care and Life Support (Xi'an Jiaotong University), Ministry of Education Xi'an Shaanxi China
| | - Qiuting Peng
- Department of Hepatobiliary Surgery and Liver Transplantation The Second Affiliated Hospital of Xi'an Jiaotong University Xi'an Shaanxi China
- Key Laboratory of Surgical Critical Care and Life Support (Xi'an Jiaotong University), Ministry of Education Xi'an Shaanxi China
| | - Ting Lin
- Key Laboratory of Surgical Critical Care and Life Support (Xi'an Jiaotong University), Ministry of Education Xi'an Shaanxi China
- Department of Surgical Intensive Care Units The First Affiliated Hospital of Xi'an Jiaotong University Xi'an Shaanxi China
| | - Chang Liu
- Department of Hepatobiliary Surgery and Liver Transplantation The Second Affiliated Hospital of Xi'an Jiaotong University Xi'an Shaanxi China
- Key Laboratory of Surgical Critical Care and Life Support (Xi'an Jiaotong University), Ministry of Education Xi'an Shaanxi China
| | - Kai Qu
- Department of Hepatobiliary Surgery and Liver Transplantation The Second Affiliated Hospital of Xi'an Jiaotong University Xi'an Shaanxi China
- Key Laboratory of Surgical Critical Care and Life Support (Xi'an Jiaotong University), Ministry of Education Xi'an Shaanxi China
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Lee KI, Liang PC, Hsu PY, Jang TY, Wei YJ, Huang CI, Hsieh MY, Lin ZY, Yeh ML, Huang CF, Huang JF, Dai CY, Chuang WL, Yu ML. Unawareness of hepatitis B infection and lack of surveillance are associated with severity of hepatocellular carcinoma. Kaohsiung J Med Sci 2023; 39:1145-1154. [PMID: 37658712 DOI: 10.1002/kjm2.12744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 07/06/2023] [Accepted: 07/20/2023] [Indexed: 09/03/2023] Open
Abstract
Unawareness of hepatitis B virus (HBV) infection and lack of surveillance may serve as major barriers to HBV control and contributors to severe hepatocellular carcinoma (HCC) at presentation. This study evaluated the risk of HBV unawareness and its relationship with HCC severity. This retrospective study was conducted in a tertiary hospital in Taiwan. Patients with HBV-related HCC diagnosed from 2011 to 2021 were enrolled. The demographic, clinical, and HCC characteristics were collected and compared between patients with HBV unawareness and awareness with and without surveillance. Of 501 HBV-related HCC patients enrolled, 105 (21%) patients were unaware of HBV infection at the time of HCC diagnosis. Patients with HBV unawareness were significantly younger and had poorer liver function than those with HBV awareness. Patients with HBV unawareness also had a significantly higher rate of detectable HBV DNA and an advanced stage of HCC. Ninety-one (23%) of the HBV-aware patients did not receive regular surveillance. Patients with HBV unawareness and awareness without surveillance shared similar clinical characteristics with more severe HCC status. Further regression analysis demonstrated that HBV awareness with periodic surveillance was associated with early stage HCC. Meanwhile, we observed that there was no change in the proportion of HBV awareness over the past 10 years. Patients with surveillance also had better HCC survival than patients without surveillance or unawareness. HBV unawareness and lack of regular surveillance correlated with advanced HCC at presentation. Efforts to improve HBV education, disease awareness, and HCC surveillance are needed.
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Affiliation(s)
- Kuan-I Lee
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Po-Cheng Liang
- Division of Hepatobiliary, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Po-Yau Hsu
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Division of Hepatobiliary, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Tyng-Yuan Jang
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Division of Hepatobiliary, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Yu-Ju Wei
- Division of Hepatobiliary, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Ching-I Huang
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Division of Hepatobiliary, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Ming-Yen Hsieh
- Division of Hepatobiliary, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Zu-Yau Lin
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Division of Hepatobiliary, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Ming-Lun Yeh
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Division of Hepatobiliary, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Chung-Feng Huang
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Division of Hepatobiliary, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Jee-Fu Huang
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Division of Hepatobiliary, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Chia-Yen Dai
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Division of Hepatobiliary, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Wan-Long Chuang
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Division of Hepatobiliary, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Ming-Lung Yu
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Division of Hepatobiliary, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
- School of Medicine, College of Medicine and Center of Excellence for Metabolic Associated Fatty Liver Disease, National Sun Yat-sen University, Kaohsiung, Taiwan
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4
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Wu J, Chan YT, Lu Y, Wang N, Feng Y. The tumor microenvironment in the postsurgical liver: Mechanisms and potential targets of postoperative recurrence in human hepatocellular carcinoma. Med Res Rev 2023; 43:1946-1973. [PMID: 37102365 DOI: 10.1002/med.21967] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 03/23/2023] [Accepted: 04/13/2023] [Indexed: 04/28/2023]
Abstract
Surgery remains to be the mainstay of treatment for hepatocellular carcinoma (HCC). Nonetheless, its therapeutic efficacy is significantly impaired by postoperative recurrence, which occurs in more than half of cases as a result of intrahepatic metastasis or de novo tumorigenesis. For decades, most therapeutic strategies on inhibiting postoperative HCC recurrence have been focused on the residual tumor cells but satisfying therapeutic outcomes are barely observed in the clinic. In recent years, a better understanding of tumor biology allows us to shift our focus from tumor cells toward the postoperative tumor microenvironment (TME), which is gradually identified to play a pivotal role in tumor recurrence. In this review, we describe various surgical stress and surgical perturbation on postoperative TME. Besides, we discuss how such alternations in TME give rise to postoperative recurrence of HCC. Based on its clinical significance, we additionally highlight the potential of the postoperative TME as a target for postoperative adjuvant therapeutics.
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Affiliation(s)
- Junyu Wu
- School of Chinese Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Yau-Tuen Chan
- School of Chinese Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Yuanjun Lu
- School of Chinese Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Ning Wang
- School of Chinese Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Yibin Feng
- School of Chinese Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
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5
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Wang Y, Tsai M, Chen Y, Hsieh P, Hung C, Lin H, Hsu Y, Yeh J, Hsiao P, Su Y, Ma C, Lee C, Lin C, Shu C, Li Y, Tsai M, Lin JY, Peng W, Yu M, Lin C. NPRL2 down-regulation facilitates the growth of hepatocellular carcinoma via the mTOR pathway and autophagy suppression. Hepatol Commun 2022; 6:3563-3577. [PMID: 36321403 PMCID: PMC9701468 DOI: 10.1002/hep4.2019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 04/27/2022] [Accepted: 05/17/2022] [Indexed: 11/28/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is a highly invasive malignancy. Recently, GATOR1 (Gap Activity TOward Rags 1) complexes have been shown to play an important role in regulating tumor growth. NPRL2 is a critical component of the GATOR1 complex. Therefore, this study used NPRL2 knockdown to investigate how GATORC1 regulates the prognosis and development of HCC via the mammalian target of rapamycin (mTOR) and autophagy signaling pathways. We established HepG2 cells with NPRL2 knockdown using small interfering RNA (siRNA) and short hairpin RNA (shRNA) systems. The siRNA-mediated and shRNA-mediated NPRL2 down-regulation significantly reduced the expression of NPRL2 and two other GATPOR1 complex components, NPRL3 and DEPDC5, in HepG2 cells; furthermore, the efficient down-regulation of NPRL2 protein expression by both the shRNA and siRNA systems enhanced the proliferation, migration, and colony formation in vitro. Additionally, the NPRL2 down-regulation significantly increased HCC growth in the subcutaneous and orthotopic xenograft mouse models. The NPRL2 down-regulation increased the Rag GTPases and mTOR activation and inhibited autophagy in vitro and in vivo. Moreover, the NPRL2 level in the tumors was significantly associated with mortality, recurrence, the serum alpha fetoprotein level, the tumor size, the American Joint Committee on Cancer stage, and the Barcelona Clinic Liver Cancer stage. Low NPRL2, NPRL3, DEPDC5, and LC3, and high p62 and mTOR protein expression in the tumors was significantly associated with disease-free survival and overall survival in 300 patients with HCC after surgical resection. Conclusion: The efficient down-regulation of NPRL2 significantly increased HCC proliferation, migration, and colony formation in vitro, and increased HCC growth in vivo. Low NPRL2 protein expression in the tumors was closely correlated with poorer clinical outcomes in patients with HCC. These results provide a mechanistic understanding of HCC and aid the development of treatments for HCC.
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Affiliation(s)
- Ya‐Chin Wang
- Division of Gastroenterology and HepatologyE‐Da Dachang HospitalI‐Shou UniversityKaohsiungTaiwan,School of MedicineCollege of MedicineI‐Shou UniversityKaohsiungTaiwan
| | - Ming‐Chao Tsai
- Division of Hepato‐GastroenterologyDepartment of MedicineKaohsiung Chang Gung Memorial HospitalChang Gung University College of MedicineKaohsiungTaiwan
| | - Yaw‐Sen Chen
- School of MedicineCollege of MedicineI‐Shou UniversityKaohsiungTaiwan,Department of SurgeryE‐Da HospitalI‐Shou UniversityKaohsiungTaiwan
| | - Pei‐Min Hsieh
- School of MedicineCollege of MedicineI‐Shou UniversityKaohsiungTaiwan,Department of SurgeryE‐Da HospitalI‐Shou UniversityKaohsiungTaiwan
| | - Chao‐Ming Hung
- School of MedicineCollege of MedicineI‐Shou UniversityKaohsiungTaiwan,Department of SurgeryE‐Da HospitalI‐Shou UniversityKaohsiungTaiwan,Department of SurgeryE‐Da Cancer HospitalI‐Shou UniversityKaohsiungTaiwan
| | - Hung‐Yu Lin
- School of MedicineCollege of MedicineI‐Shou UniversityKaohsiungTaiwan,Department of SurgeryE‐Da HospitalI‐Shou UniversityKaohsiungTaiwan,Department of SurgeryE‐Da Cancer HospitalI‐Shou UniversityKaohsiungTaiwan
| | - Yao‐Chun Hsu
- School of MedicineCollege of MedicineI‐Shou UniversityKaohsiungTaiwan,Division of Gastroenterology and HepatologyDepartment of Internal MedicineE‐Da HospitalI‐Shou UniversityKaohsiungTaiwan
| | - Jen‐Hao Yeh
- Division of Gastroenterology and HepatologyE‐Da Dachang HospitalI‐Shou UniversityKaohsiungTaiwan,School of MedicineCollege of MedicineI‐Shou UniversityKaohsiungTaiwan,Division of Gastroenterology and HepatologyDepartment of Internal MedicineE‐Da HospitalI‐Shou UniversityKaohsiungTaiwan
| | - Pojen Hsiao
- Division of Gastroenterology and HepatologyE‐Da Dachang HospitalI‐Shou UniversityKaohsiungTaiwan,School of MedicineCollege of MedicineI‐Shou UniversityKaohsiungTaiwan
| | - Yu‐Cheih Su
- School of MedicineCollege of MedicineI‐Shou UniversityKaohsiungTaiwan,Division of Hematology‐OncologyDepartment of MedicineE‐Da HospitalI‐Shou UniversityKaohsiungTaiwan
| | - Ching‐Hou Ma
- Department of Orthopedic SurgeryE‐Da HospitalI‐Shou UniversityKaohsiungTaiwan
| | - Chih‐Yuan Lee
- Department of SurgeryNational Taiwan University HospitalTaipeiTaiwan
| | - Chih‐Che Lin
- Department of SurgeryKaohsiung Chang Gung Memorial Hospital and Chang Gung University College of MedicineKaohsiungTaiwan
| | - Chih‐Wen Shu
- School of MedicineCollege of MedicineI‐Shou UniversityKaohsiungTaiwan
| | - Yu‐Chan Li
- Division of Gastroenterology and HepatologyE‐Da Dachang HospitalI‐Shou UniversityKaohsiungTaiwan,School of MedicineCollege of MedicineI‐Shou UniversityKaohsiungTaiwan
| | - Mei‐Hsing Tsai
- School of MedicineCollege of MedicineI‐Shou UniversityKaohsiungTaiwan
| | - James Yu Lin
- Division of Gastroenterology and HepatologyE‐Da Dachang HospitalI‐Shou UniversityKaohsiungTaiwan,School of MedicineCollege of MedicineI‐Shou UniversityKaohsiungTaiwan,Kaohsiung American SchoolKaohsiungTaiwan
| | - Wei‐Hao Peng
- School of MedicineCollege of MedicineI‐Shou UniversityKaohsiungTaiwan
| | - Ming‐Lung Yu
- Hepatobiliary SectionDepartment of Internal Medicine, Hepatitis CenterKaohsiung Medical University HospitalKaohsiungTaiwan,School of Medicine and Hepatitis Research CenterCollege of Medicine and Center for Liquid Biopsy and Cohort ResearchKaohsiung Medical UniversityKaohsiungTaiwan
| | - Chih‐Wen Lin
- Division of Gastroenterology and HepatologyE‐Da Dachang HospitalI‐Shou UniversityKaohsiungTaiwan,School of MedicineCollege of MedicineI‐Shou UniversityKaohsiungTaiwan,Division of Gastroenterology and HepatologyDepartment of Internal MedicineE‐Da HospitalI‐Shou UniversityKaohsiungTaiwan,School of Chinese MedicineCollege of Chinese Medicine, Research Center for Traditional Chinese Medicine China Medical UniversityTaichungTaiwan
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Jeon D, Choi WM, Kim JS, Jung Y, Lee SY, Seo HR, Kim KM. Serum Sorbitol Dehydrogenase as a Novel Prognostic Factor for Hepatocellular Carcinoma after Surgical Resection. Cancers (Basel) 2021; 13:6143. [PMID: 34885252 PMCID: PMC8657083 DOI: 10.3390/cancers13236143] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2021] [Revised: 12/02/2021] [Accepted: 12/03/2021] [Indexed: 12/12/2022] Open
Abstract
The majority of patients with hepatocellular carcinoma (HCC) undergoing curative resection experience tumor recurrence. To examine the association between preoperative serum sorbitol dehydrogenase (SORD), a liver-derived enzyme that reflects liver damage, and recurrence of HCC after curative resection, 92 patients were randomly selected who underwent curative resection for HCC between 2011 and 2012 from a prospective registry. Recurrence-free survival (RFS) was compared based on serum SORD levels. Cox proportional hazard models were used to investigate prognostic factors for RFS. During a median follow-up duration of 57.1 months, 43 patients experienced HCC recurrence. Patients with serum SORD ≥15 ng/mL (HR, 3.46; 95% CI, 1.76-6.81; p < 0.001) had worse RFS compared with patients with serum SORD <15 ng/mL. Serum AFP and SORD levels were two independent prognostic factors for RFS. When patients were stratified by baseline serum SORD and AFP levels, patients with serum AFP levels ≥400 ng/mL and serum SORD levels ≥15 ng/mL had a distinctly poor prognosis with the lowest RFS rates (HR, 22.08; 95% CI, 6.91-70.50; p < 0.001). Baseline serum SORD is an effective prognostic factor for HCC after resection. It may help guide patient selection for surgery, especially when combined with serum AFP levels.
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Affiliation(s)
- Dongsub Jeon
- Department of Gastroenterology, Asan Liver Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (D.J.); (W.-M.C.); (J.-S.K.); (Y.J.)
| | - Won-Mook Choi
- Department of Gastroenterology, Asan Liver Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (D.J.); (W.-M.C.); (J.-S.K.); (Y.J.)
| | - Jin-Sun Kim
- Department of Gastroenterology, Asan Liver Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (D.J.); (W.-M.C.); (J.-S.K.); (Y.J.)
| | - Yusun Jung
- Department of Gastroenterology, Asan Liver Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (D.J.); (W.-M.C.); (J.-S.K.); (Y.J.)
| | - Su-Yeon Lee
- Advanced Biomedical Research Laboratory, Institut Pasteur Korea, Seongnam-si 13488, Korea;
| | - Haeng Ran Seo
- Advanced Biomedical Research Laboratory, Institut Pasteur Korea, Seongnam-si 13488, Korea;
| | - Kang Mo Kim
- Department of Gastroenterology, Asan Liver Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (D.J.); (W.-M.C.); (J.-S.K.); (Y.J.)
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7
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Ye D, Qu J, Wang J, Li G, Sun B, Xu Q. A New Clinical Nomogram From the TCGA Database to Predict the Prognosis of Hepatocellular Carcinoma. Front Oncol 2021; 11:698980. [PMID: 34552865 PMCID: PMC8450568 DOI: 10.3389/fonc.2021.698980] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 08/20/2021] [Indexed: 01/27/2023] Open
Abstract
Background and Aim Hepatocellular carcinoma is a common malignant tumor of the digestive system with a poor prognosis. The high recurrence rate and metastasis after surgery reduce the survival time of patients. Therefore, assessing the overall survival of patients with hepatocellular carcinoma after hepatectomy is critical to clinicians' clinical decision-making. Conventional hepatocellular carcinoma assessment systems (such as tumor lymph node metastasis and Barcelona clinical hepatocellular carcinoma) are obviously insufficient in assessing the overall survival rate of patients. This research is devoted to the development of nomogram assessment tools to assess the overall survival probability of patients undergoing liver resection. Methods We collected the clinical and pathological information of 438 hepatocellular carcinoma patients undergoing surgery from The Cancer Genome Atlas (TCGA) database, then excluded 87 patients who did not meet inclusion criteria. Univariate and multivariate analyses were performed on patient characteristics and related pathological factors. Finally, we developed a nomogram model to predict patient's prognosis. Results A retrospective analysis of 438 consecutive samples from the TCGA database of patients with hepatocellular carcinoma who underwent potentially curative liver resections. Six risk factors were included in the final model. In the training set, the discriminative ability of the nomogram was very good (concordance index = 0.944), and the external verification method (concordance index = 0.962) was used for verification. At the same time, the internal and external calibration of the model was verified, showing that the model was well calibrated. The calibration between the evaluation of the nomogram and the actual observations was good. According to the patient's risk factors, we determined the patient's Kaplan-Meyer survival analysis curve. Finally, the clinical decision curve was used to compare the benefits of two different models in evaluating patients' clinical outcomes. Conclusions The nomogram can be used to evaluate the post-hepatectomy 1-, 3-, and 5-year survival rates of patients with hepatocellular carcinoma. The Kaplan-Meyer curve can intuitively display the survival differences among patients with various risk factors. The clinical decision curve is a good reference guide for clinical application.
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Affiliation(s)
- Dingde Ye
- Medicine School of Southeast University Nanjing Drum Tower Hospital, Nanjing, China
| | - Jiamu Qu
- Nanjing Medical University, Nanjing, China
| | - Jian Wang
- Medicine School of Southeast University Nanjing Drum Tower Hospital, Nanjing, China
| | - Guoqiang Li
- Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Beicheng Sun
- Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Qingxiang Xu
- Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
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8
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Lin CW, Chen YS, Lo GH, Wu TC, Yeh JH, Yeh ML, Dai CY, Huang JF, Chuang WL, Roberts L, Jun DW, Toyoda H, Yasuda S, Nguyen MH, Yu ML. Resubclassification and clinical management for Barcelona Clinic Liver Cancer Stage C hepatocellular carcinoma. Hepatol Int 2021; 15:946-956. [PMID: 34008091 DOI: 10.1007/s12072-021-10169-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 02/23/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND Patients with Barcelona Clinic Liver Cancer Stage C (BCLC-C) hepatocellular carcinoma (HCC) can be markedly heterogeneous with varying prognosis. This study aims to establish a new subclassification system for BCLC-C HCC to better predict overall survival (OS) and to tailor therapy. METHODS We retrospectively studied 1856 BCLC-C HCC patients between 2006 and 2017 from E-Da Hospital, Taiwan (n = 622, training cohort), Kaohsiung Medical University Hospital, Taiwan (n = 774, Taiwan validation cohort), and Stanford University Medical Center and Mayo Clinic (United States), Hanyang University Hospital (South Korea), and Ogaki Municipal Hospital (Japan) to make up the international validation cohort (n = 460). RESULTS In the training cohort, significant factors associated with OS were largest tumor size ≥ 10 cm, extrahepatic spread, macrovascular invasion, and Child-Pugh class, which provided the basis, together with aged ≥ 75 years, for the substaging, through C0 to C4, of BCLC-C HCC patients. The median OS for substages C0, C1, C2, C3, and C4 were 43.8 months (95% confidence interval [CI] 32.2-53.7), 20.6 months (CI 14.1-25.9), 11.5 months (CI 8.02-14.1), 5.7 months (CI 4.02-5.98), and 3.2 months (CI 2.41-3.59), respectively, (p < 0.05). OS remained distinct among the proposed substages in the Taiwan validation cohort as well as the international validation cohort. The distinction between the substages persisted in subgroup analysis by substage combined with treatment modality. In substage C0-C3, patients receiving HCC curative therapy had a significantly better median OS than those receiving sorafenib or palliative therapy. CONCLUSION Our new substaging system provides more precise prognosis to better tailor therapy for BCLC-C HCC patients.
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Affiliation(s)
- Chih-Wen Lin
- Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, I-Shou University, Kaohsiung, Taiwan
- Division of Gastroenterology and Hepatology, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
- School of Chinese Medicine, College of Chinese Medicine, and Research Center for Traditional Chinese Medicine, China Medical University, Taichung, Taiwan
| | - Yaw-Sen Chen
- Department of Surgery, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Gin-Ho Lo
- Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, I-Shou University, Kaohsiung, Taiwan
- Division of Gastroenterology and Hepatology, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Tsung-Chin Wu
- Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, I-Shou University, Kaohsiung, Taiwan
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Jen-Hao Yeh
- Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, I-Shou University, Kaohsiung, Taiwan
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Ming-Lun Yeh
- Hepatobiliary Division, Department of Internal Medicine, and Hepatitis Center, Kaohsiung Medical University Hospital, School of Medicine, College of Medicine, Kaohsiung Medical University, No. 100, Tzyou 1st Road, Kaohsiung, 807, Taiwan
- Hepatitis Research Center, College of Medicine, and Cohort Research Center and Center for Cancer Research, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chia-Yen Dai
- Hepatobiliary Division, Department of Internal Medicine, and Hepatitis Center, Kaohsiung Medical University Hospital, School of Medicine, College of Medicine, Kaohsiung Medical University, No. 100, Tzyou 1st Road, Kaohsiung, 807, Taiwan
- Hepatitis Research Center, College of Medicine, and Cohort Research Center and Center for Cancer Research, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Jee-Fu Huang
- Hepatobiliary Division, Department of Internal Medicine, and Hepatitis Center, Kaohsiung Medical University Hospital, School of Medicine, College of Medicine, Kaohsiung Medical University, No. 100, Tzyou 1st Road, Kaohsiung, 807, Taiwan
- Hepatitis Research Center, College of Medicine, and Cohort Research Center and Center for Cancer Research, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Wan-Long Chuang
- Hepatobiliary Division, Department of Internal Medicine, and Hepatitis Center, Kaohsiung Medical University Hospital, School of Medicine, College of Medicine, Kaohsiung Medical University, No. 100, Tzyou 1st Road, Kaohsiung, 807, Taiwan
- Hepatitis Research Center, College of Medicine, and Cohort Research Center and Center for Cancer Research, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Lewis Roberts
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Dae Won Jun
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hanyang University Seoul Hospital, Seoul, Korea
| | - Hidenori Toyoda
- Department of Gastroenterology, Ogaki Municipal Hospital, Ogaki, Japan
| | - Satoshi Yasuda
- Department of Gastroenterology, Ogaki Municipal Hospital, Ogaki, Japan
| | - Mindie H Nguyen
- Division of Gastroenterology and Hepatology, Stanford University, Palo Alto, CA, USA.
| | - Ming-Lung Yu
- Hepatobiliary Division, Department of Internal Medicine, and Hepatitis Center, Kaohsiung Medical University Hospital, School of Medicine, College of Medicine, Kaohsiung Medical University, No. 100, Tzyou 1st Road, Kaohsiung, 807, Taiwan.
- Hepatitis Research Center, College of Medicine, and Cohort Research Center and Center for Cancer Research, Kaohsiung Medical University, Kaohsiung, Taiwan.
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9
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Perng DS, Hung CM, Lin HY, Morgan P, Hsu YC, Wu TC, Hsieh PM, Yeh JH, Hsiao P, Lee CY, Li YC, Wang YC, Chen YS, Lin CW. Role of autophagy-related protein in the prognosis of combined hepatocellular carcinoma and cholangiocarcinoma after surgical resection. BMC Cancer 2021; 21:828. [PMID: 34273969 PMCID: PMC8286562 DOI: 10.1186/s12885-021-08553-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Accepted: 06/21/2021] [Indexed: 01/13/2023] Open
Abstract
Background Autophagy-related proteins may predict postresection overall survival (OS) and disease-free survival (DFS) in patients with combined hepatocellular carcinoma and cholangiocarcinoma (cHCC-CC). Methods We prospectively investigated how these proteins affect clinical prognosis in 40 patients who underwent hepatectomy for cHCC-CC from 2011 to 2019 at a Taiwanese hospital. Levels of autophagy-related proteins, namely LC3, Beclin-1, and p62, were immunohistochemically assessed in patient tumor and non-tumor tissues. Results We noted that LC3 expression was significantly correlated with mild clinicopathological characteristics, including macrovascular invasion, lymph node metastasis, American Joint Committee on Cancer and Barcelona Clinic Liver Cancer stages, recurrence, and mortality. Ten patient showed tumor recurrence, and 15 patients died. Postresection 5-year OS and DFS rates were 43.7 and 57.4%, respectively. Cox regression analysis showed that high intratumoral LC3 expression was significantly associated with improved OS [hazard ratio (HR; 95% confidence interval (CI)): (1.68–26.9), p = 0.007], but multiple tumors and microvascular invasion was significantly correlated with poor OS [HR (95% CI): 0.03 (0.01–0.34), p = 0.004, and 0.07 (0.01–0.46), p = 0.006, respectively]. Furthermore, high LC3 expression and cirrhosis had improved DFS [HR (95% CI): 51.3 (2.85–922), p = 0.008, and 17.9 (1.05–306), p = 0.046, respectively]. The 5-year OS and DFS rates were respectively 61.2 and 74.6% in high LC3 expression patients and 0 and 0% in those with low LC3 expression. Conclusion High LC3 expression in tumors is significantly associated with mild clinicopathological characteristics and favorable clinical prognosis in patients with cHCC-CC after resection. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-021-08553-6.
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Affiliation(s)
- Daw-Shyong Perng
- Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, and School of Medicine, College of Medicine, I-Shou University, No. 1, Yida Road, Jiaosu Village, Yanchao District, Kaohsiung City, 82445, Taiwan.,Division of Gastroenterology and Hepatology, Department of Medicine, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Chao-Ming Hung
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan.,Department of Surgery, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.,Department of Surgery, E-Da Cancer Hospital, I-Shou University, Kaohsiung, Taiwan
| | - Hung-Yu Lin
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan.,Department of Surgery, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.,Department of Surgery, E-Da Cancer Hospital, I-Shou University, Kaohsiung, Taiwan
| | - Paul Morgan
- Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, and School of Medicine, College of Medicine, I-Shou University, No. 1, Yida Road, Jiaosu Village, Yanchao District, Kaohsiung City, 82445, Taiwan.,Division of Gastroenterology and Hepatology, Department of Medicine, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan
| | - Yao-Chun Hsu
- Division of Gastroenterology and Hepatology, Department of Medicine, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Tsung-Chin Wu
- Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, and School of Medicine, College of Medicine, I-Shou University, No. 1, Yida Road, Jiaosu Village, Yanchao District, Kaohsiung City, 82445, Taiwan.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Pei-Min Hsieh
- Department of Surgery, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.,Department of Surgery, E-Da Cancer Hospital, I-Shou University, Kaohsiung, Taiwan
| | - Jen-Hao Yeh
- Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, and School of Medicine, College of Medicine, I-Shou University, No. 1, Yida Road, Jiaosu Village, Yanchao District, Kaohsiung City, 82445, Taiwan.,Division of Gastroenterology and Hepatology, Department of Medicine, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Pojen Hsiao
- Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, and School of Medicine, College of Medicine, I-Shou University, No. 1, Yida Road, Jiaosu Village, Yanchao District, Kaohsiung City, 82445, Taiwan.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Chih-Yuan Lee
- Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Yu-Chan Li
- Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, and School of Medicine, College of Medicine, I-Shou University, No. 1, Yida Road, Jiaosu Village, Yanchao District, Kaohsiung City, 82445, Taiwan.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Ya-Chin Wang
- Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, and School of Medicine, College of Medicine, I-Shou University, No. 1, Yida Road, Jiaosu Village, Yanchao District, Kaohsiung City, 82445, Taiwan.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Yaw-Sen Chen
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan.,Department of Surgery, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan
| | - Chih-Wen Lin
- Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, and School of Medicine, College of Medicine, I-Shou University, No. 1, Yida Road, Jiaosu Village, Yanchao District, Kaohsiung City, 82445, Taiwan. .,Division of Gastroenterology and Hepatology, Department of Medicine, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan. .,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan. .,School of Chinese Medicine, College of Chinese Medicine, and Research Center for Traditional Chinese Medicine, China Medical University, Taichung, Taiwan.
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10
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Sim JH, Kim SH, Jun IG, Kang SJ, Kim B, Kim S, Song JG. The Association between Prognostic Nutritional Index (PNI) and Intraoperative Transfusion in Patients Undergoing Hepatectomy for Hepatocellular Carcinoma: A Retrospective Cohort Study. Cancers (Basel) 2021; 13:cancers13112508. [PMID: 34063772 PMCID: PMC8196581 DOI: 10.3390/cancers13112508] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 05/05/2021] [Accepted: 05/17/2021] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND PNI is significantly associated with surgical outcomes; however, the association between PNI and intraoperative transfusions is unknown. METHODS This study retrospectively analyzed 1065 patients who underwent hepatectomy. We divided patients into two groups according to the PNI (<44 and >44) and compared their transfusion rates and surgical outcomes. We performed multivariate logistic and Cox regression analysis to determine risk factors for transfusion and the 5-year survival. Additionally, we found the net reclassification index (NRI) to validate the discriminatory power of PNI. RESULTS The PNI <44 group had higher transfusion rates (adjusted odds ratio [OR]: 2.20, 95%CI: 1.06-4.60, p = 0.035) and poor surgical outcomes, such as post hepatectomy liver failure (adjusted [OR]: 3.02, 95%CI: 1.87-4.87, p < 0.001), and low 5-year survival (adjusted OR: 1.68, 95%CI: 1.17-2.24, p < 0.001). On multivariate analysis, PNI <44, age, hemoglobin, operation time, synthetic colloid use, and laparoscopic surgery were risk factors for intraoperative transfusion. On Cox regression analysis, PNI <44, MELD score, TNM staging, synthetic colloid use, and transfusion were associated with poorer 5-year survival. NRI analysis showed significant improvement in the predictive power of PNI for transfusion (p = 0.002) and 5-year survival (p = 0.004). CONCLUSIONS Preoperative PNI <44 was significantly associated with higher transfusion rates and surgical outcomes.
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Affiliation(s)
- Ji Hoon Sim
- Department of Anesthesiology and Pain Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (J.H.S.); (S.-H.K.); (I.-G.J.); (S.-J.K.); (B.K.)
| | - Sung-Hoon Kim
- Department of Anesthesiology and Pain Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (J.H.S.); (S.-H.K.); (I.-G.J.); (S.-J.K.); (B.K.)
| | - In-Gu Jun
- Department of Anesthesiology and Pain Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (J.H.S.); (S.-H.K.); (I.-G.J.); (S.-J.K.); (B.K.)
| | - Sa-Jin Kang
- Department of Anesthesiology and Pain Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (J.H.S.); (S.-H.K.); (I.-G.J.); (S.-J.K.); (B.K.)
| | - Bomi Kim
- Department of Anesthesiology and Pain Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (J.H.S.); (S.-H.K.); (I.-G.J.); (S.-J.K.); (B.K.)
| | - Seonok Kim
- Department of Clinical Epidemiology and Biostatistics, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea;
| | - Jun-Gol Song
- Department of Anesthesiology and Pain Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (J.H.S.); (S.-H.K.); (I.-G.J.); (S.-J.K.); (B.K.)
- Correspondence: ; Tel.: +82-2-3010-3869; Fax: +82-2-3010-6790
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11
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Chen YS, Hsieh PM, Lin HY, Hung CM, Lo GH, Hsu YC, Lu IC, Lee CY, Wu TC, Yeh JH, Hsiao P, Li YC, Wang YC, Hsieh KC, Lin CW. Surgical resection significantly promotes the overall survival of patients with hepatocellular carcinoma: a propensity score matching analysis. BMC Gastroenterol 2021; 21:220. [PMID: 33990184 PMCID: PMC8120780 DOI: 10.1186/s12876-021-01807-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2020] [Accepted: 05/06/2021] [Indexed: 12/15/2022] Open
Abstract
Background The benefits of surgical resection (SR) for various Barcelona Clinic Liver Cancer (BCLC) stages of hepatocellular carcinoma (HCC) remain unclear. We investigated the risk factors of overall survival (OS) and survival benefits of SR over nonsurgical treatments in patients with HCC of various BCLC stages.
Methods Overall, 2316 HCC patients were included, and their clinicopathological data and OS were recorded. OS was analyzed by the Kaplan-Meier method and Cox regression analysis. Propensity score matching (PSM) analysis was performed. Results
In total, 66 (2.8%), 865 (37.4%), 575 (24.8%) and 870 (35.0%) patients had BCLC stage 0, A, B, and C disease, respectively. Furthermore, 1302 (56.2%) of all patients, and 37 (56.9%), 472 (54.6%), 313 (54.4%) and 480 (59.3%) of patients with BCLC stage 0, A, B, and C disease, respectively, died. The median follow-up duration time was 20 (range 0–96) months for the total cohort and was subdivided into 52 (8–96), 32 (1–96), 19 (0–84), and 12 (0–79) months for BCLC stages 0, A, B, and C cohorts, respectively. The risk factors for OS were (1) SR and cirrhosis; (2) SR, cirrhosis, and Child–Pugh (C–P) class; (3) SR, hepatitis B virus (HBV) infection, and C–P class; and (4) SR, HBV infection, and C–P class for the BCLC stage 0, A, B, and C cohorts, respectively. Compared to non-SR treatment, SR resulted in significantly higher survival rates in all cohorts. The 5-year OS rates for SR vs. non-SR were 44.0% versus 28.7%, 72.2% versus 42.6%, 42.6% versus 36.2, 44.6% versus 23.5%, and 41.4% versus 15.3% (all P values < 0.05) in the total and BCLC stage 0, A, B, and C cohorts, respectively. After PSM, SR resulted in significantly higher survival rates compared to non-SR treatment in various BCLC stages. Conclusions SR conferred significant survival benefits to patients with HCC of various BCLC stages and should be considered a recommended treatment for select HCC patients, especially patients with BCLC stage B and C disease. Supplementary Information The online version contains supplementary material available at 10.1186/s12876-021-01807-4.
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Affiliation(s)
- Yaw-Sen Chen
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, 824, Taiwan, ROC.,Department of Surgery, E-Da Hospital, I-Shou University, Kaohsiung, 824, Taiwan, ROC
| | - Pei-Min Hsieh
- Department of Surgery, E-Da Hospital, I-Shou University, Kaohsiung, 824, Taiwan, ROC
| | - Hung-Yu Lin
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, 824, Taiwan, ROC.,Department of Surgery, E-Da Hospital, I-Shou University, Kaohsiung, 824, Taiwan, ROC
| | - Chao-Ming Hung
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, 824, Taiwan, ROC.,Department of Surgery, E-Da Hospital, I-Shou University, Kaohsiung, 824, Taiwan, ROC
| | - Gin-Ho Lo
- Division of Gastroenterology and Hepatology, Department of Medicine, E-Da Hospital, I-Shou University, Kaohsiung, 824, Taiwan, ROC.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, 824, Taiwan, ROC
| | - Yao-Chun Hsu
- Division of Gastroenterology and Hepatology, Department of Medicine, E-Da Hospital, I-Shou University, Kaohsiung, 824, Taiwan, ROC.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, 824, Taiwan, ROC
| | - I-Cheng Lu
- Health Examination Center, E-Da Hospital, I-Shou University, Kaohsiung, 824, Taiwan, ROC.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, 824, Taiwan, ROC
| | - Chih-Yuan Lee
- Department of Surgery, National Taiwan University Hospital, Taipei, 100, Taiwan, ROC
| | - Tsung-Chin Wu
- Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, I-Shou University, No. 1, Yida Road, Jiaosu Village, Yanchao District, Kaohsiung, 807, Taiwan, ROC.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, 824, Taiwan, ROC
| | - Jen-Hao Yeh
- Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, I-Shou University, No. 1, Yida Road, Jiaosu Village, Yanchao District, Kaohsiung, 807, Taiwan, ROC.,Division of Gastroenterology and Hepatology, Department of Medicine, E-Da Hospital, I-Shou University, Kaohsiung, 824, Taiwan, ROC.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, 824, Taiwan, ROC
| | - Pojen Hsiao
- Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, I-Shou University, No. 1, Yida Road, Jiaosu Village, Yanchao District, Kaohsiung, 807, Taiwan, ROC.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, 824, Taiwan, ROC
| | - Yu-Chan Li
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, 824, Taiwan, ROC
| | - Ya-Chin Wang
- Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, I-Shou University, No. 1, Yida Road, Jiaosu Village, Yanchao District, Kaohsiung, 807, Taiwan, ROC.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, 824, Taiwan, ROC
| | - Kun-Chou Hsieh
- Department of Surgery, E-Da Hospital, I-Shou University, Kaohsiung, 824, Taiwan, ROC
| | - Chih-Wen Lin
- Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, I-Shou University, No. 1, Yida Road, Jiaosu Village, Yanchao District, Kaohsiung, 807, Taiwan, ROC. .,Division of Gastroenterology and Hepatology, Department of Medicine, E-Da Hospital, I-Shou University, Kaohsiung, 824, Taiwan, ROC. .,Health Examination Center, E-Da Hospital, I-Shou University, Kaohsiung, 824, Taiwan, ROC. .,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, 824, Taiwan, ROC. .,School of Chinese Medicine, College of Chinese Medicine, China Medical University, Taichung, 404, Taiwan, ROC. .,Research Center for Traditional Chinese Medicine, China Medical University Hospital, Taichung, 404, Taiwan, ROC.
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12
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Boldrini L, Corradini S, Gani C, Henke L, Hosni A, Romano A, Dawson L. MR-Guided Radiotherapy for Liver Malignancies. Front Oncol 2021; 11:616027. [PMID: 33869001 PMCID: PMC8047407 DOI: 10.3389/fonc.2021.616027] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Accepted: 03/15/2021] [Indexed: 12/12/2022] Open
Abstract
MR guided radiotherapy represents one of the most promising recent technological innovations in the field. The possibility to better visualize therapy volumes, coupled with the innovative online adaptive radiotherapy and motion management approaches, paves the way to more efficient treatment delivery and may be translated in better clinical outcomes both in terms of response and reduced toxicity. The aim of this review is to present the existing evidence about MRgRT applications for liver malignancies, discussing the potential clinical advantages and the current pitfalls of this new technology.
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Affiliation(s)
- Luca Boldrini
- Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Roma, Italy
| | - Stefanie Corradini
- Department of Radiation Oncology, University Hospital, LMU Munich, Munich, Germany
| | - Cihan Gani
- Department of Radiation Oncology, University Hospital and Medical Faculty, Eberhard Karls University, Tübingen, Germany
| | - Lauren Henke
- Department of Radiation Oncology, Washington University in St Louis, St Louis, MO, United States
| | - Ali Hosni
- Radiation Medicine Program, Princess Margaret Cancer Centre, Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
| | - Angela Romano
- Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Roma, Italy
| | - Laura Dawson
- Radiation Medicine Program, Princess Margaret Cancer Centre, Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
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13
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Wang Y, Ji C, Wang Y, Ji M, Yang JJ, Zhou CM. Predicting postoperative liver cancer death outcomes with machine learning. Curr Med Res Opin 2021; 37:629-634. [PMID: 33539249 DOI: 10.1080/03007995.2021.1885361] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
OBJECTIVE To investigate the effect of 5 machine learning algorithms in predicting total hepatocellular carcinoma (HCC) postoperative death outcomes. METHODS This study was a secondary analysis. A prognosis model was established using machine learning with python. RESULTS The results from the machine learning gbm algorithm showed that the most important factors, ranked from first to fifth, were: preoperative aspartate aminotransferase (GOT), preoperative AFP, preoperative cereal third transaminase (GPT), preoperative total bilirubin, and LC3. Postoperative death model results for liver cancer patients in the test group: of the 5 algorithm models, the highest accuracy rate was that of forest (0.739), followed by the gbm algorithm (0.714); of the 5 algorithms, the AUC values, from high to low, were forest (0.803), GradientBoosting (0.746), gbm (0.724), Logistic (0.660) and DecisionTree (0.578). CONCLUSION Machine learning can predict total hepatocellular carcinoma postoperative death outcomes.
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Affiliation(s)
- Yong Wang
- Department of Anesthesiology, Pain and Perioperative Medicine, The first Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Chaopeng Ji
- Department of Rehabilitation Medicine, The first Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Medical College, Zhengzhou University, Zhengzhou, China
| | - Ying Wang
- Department of Anesthesiology, Pain and Perioperative Medicine, The first Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Muhuo Ji
- Department of Anesthesiology, Pain and Perioperative Medicine, The first Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jian-Jun Yang
- Department of Anesthesiology, Pain and Perioperative Medicine, The first Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Cheng-Mao Zhou
- Department of Anesthesiology, Pain and Perioperative Medicine, The first Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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14
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Zhou D, Yang YD, Jin LY, Yang Y, Wang SH, Cai Q, Guan WB, Ma F, Xiong L. Near-Infrared Polymer Dots in the Portal-Hepatic Circulation Achieve Localization of Hepatic Carcinoma In Vivo. ACS APPLIED BIO MATERIALS 2020; 3:6177-6186. [PMID: 35021750 DOI: 10.1021/acsabm.0c00729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The present study aims to use polymer dots to explore whether they can visualize tumor lesions in a diethylnitrosamine (DENA)-induced hepatocellular carcinoma (HCC) model. The HCC rat model was set up, and serum liver function indexes and AFP were tested on days 0, 30, 60, and 90 of the modeling process. After characterization of the polymer dots, they were injected into the rats and mice. The liver, spleen, and kidney of rats and the gallbladder of mice were extracted to verify the metabolic pathways of the polymer dots and their capability of fluorescent localization of HCC and gallbladder by fluorescence imaging. Strong fluorescent emission from the liver appeared immediately and 15 min after the polymer dots were injected through the main portal veins and tail veins of the model rats, respectively. A satisfactory fluorescent imaging effect lasted up to 45 min. Polymer dots circulate through the bloodstream within intrahepatic vessels rather than intracellular areas and can be clearly visualized by using both the pCLE and IVIS spectrum imaging systems. Contrast imaging of HCC lesions without fluorescent emissions was due to the lack of normal portal-hepatic veins within the tumor areas. Fluorescent imaging of the gallbladder could also be detected at 15 min after the polymer dots were injected through the tail veins of mice. The polymer dots had satisfactory fluorescent localization capability for targeted intrahepatic vessels and HCC lesions in vivo and showed potential practical value in hepato-biliary surgery.
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Affiliation(s)
- Di Zhou
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 1665 Kong-Jiang Road, Shanghai 200092, China
| | - Yi Dian Yang
- Nano Biomedical Research Center, School of Biomedical Engineering, Med-X Research Institute, Shanghai Jiao Tong University. No. 1954 Hua-Shan Road, Shanghai 200030, China
| | - Long Yang Jin
- Department of Colorectal Surgery, The Sixth Affiliated Hospital of Sun Yat-Sen University, No. 26 Erheng Road, Guangzhou, Guangdong 510655, China
| | - Yong Yang
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 1665 Kong-Jiang Road, Shanghai 200092, China
| | - Shou Hua Wang
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 1665 Kong-Jiang Road, Shanghai 200092, China
| | - Qiang Cai
- Department of General Surgery, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai JiaoTong University School of Medicine, No. 197 Ruijin Er Road, Shanghai 200025, People's Republic of China
| | - Wen Bin Guan
- Department of Pathology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 1665 Kong-Jiang Road, Shanghai 200092, China
| | - Fei Ma
- Department of Oncology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 1665 Kong-Jiang Road, Shanghai 200092, China
| | - Liqin Xiong
- Nano Biomedical Research Center, School of Biomedical Engineering, Med-X Research Institute, Shanghai Jiao Tong University. No. 1954 Hua-Shan Road, Shanghai 200030, China
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15
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Holzner ML, Tabrizian P, Parvin-Nejad FP, Fei K, Gunasekaran G, Rocha C, Facciuto ME, Florman S, Schwartz ME. Resection of Mixed Hepatocellular-Cholangiocarcinoma, Hepatocellular Carcinoma, and Intrahepatic Cholangiocarcinoma. Liver Transpl 2020; 26:888-898. [PMID: 32352208 DOI: 10.1002/lt.25786] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2019] [Revised: 02/16/2020] [Accepted: 03/11/2020] [Indexed: 12/13/2022]
Abstract
Mixed hepatocellular-cholangiocarcinoma (HCC-CC) is a biphenotypic liver cancer thought to have unfavorable tumor biology and a poor prognosis. Surgical outcomes of HCC-CC remain unclear. We aimed to evaluate the clinical characteristics and surgical outcomes of HCC-CC. We analyzed a series of patients undergoing resection for HCC-CC (n = 47), hepatocellular carcinoma (HCC; n = 468), and intrahepatic cholangiocarcinoma (ICC; n = 108) at a single Western center between 2001 and 2015. Patients with HCC-CC were matched to patients with HCC and ICC on important clinical factors including tumor characteristics (size, vascular invasion, and differentiation) and underlying cirrhosis. Patients with HCC-CC had rates of viral hepatitis comparable to patients with HCC (78.7% versus 80.0%), and 42.5% had underlying cirrhosis. When matched on tumor size, HCC-CC was more poorly differentiated than HCC (68.3% versus 27.3%; P < 0.001) and ICC (68.3% versus 34.8%; P = 0.01) but had similar postresection survival (5-year survival: HCC-CC 49.7%, HCC 54.8%, ICC 68.7%; P = 0.61) and recurrence (3-year recurrence: HCC-CC 57.9%, HCC 61.5%, and ICC 56%; P = 0.58). Outcomes were similar between HCC-CC and HCC when matched on underlying cirrhosis and tumor size. Cancer type was not predictive of survival or tumor recurrence. Survival after resection of HCC-CC is similar to HCC when matched for tumor size, despite HCC-CC tumors being more poorly differentiated. Exclusion of HCC-CC from management strategies recommended for HCC, including consideration for liver transplantation, may not be warranted.
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Affiliation(s)
- Matthew L Holzner
- Liver Cancer Program, Recanati-Miller Transplantation Institute, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Parissa Tabrizian
- Liver Cancer Program, Recanati-Miller Transplantation Institute, Icahn School of Medicine at Mount Sinai, New York, NY
| | | | - Kezhen Fei
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Ganesh Gunasekaran
- Liver Cancer Program, Recanati-Miller Transplantation Institute, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Chiara Rocha
- Liver Cancer Program, Recanati-Miller Transplantation Institute, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Marcelo E Facciuto
- Liver Cancer Program, Recanati-Miller Transplantation Institute, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Sander Florman
- Liver Cancer Program, Recanati-Miller Transplantation Institute, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Myron E Schwartz
- Liver Cancer Program, Recanati-Miller Transplantation Institute, Icahn School of Medicine at Mount Sinai, New York, NY
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16
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Hsu CC, Hsieh PM, Chen YS, Lo GH, Lin HY, Dai CY, Huang JF, Chuang WL, Chen YL, Yu ML, Lin CW. Axl and autophagy LC3 expression in tumors is strongly associated with clinical prognosis of hepatocellular carcinoma patients after curative resection. Cancer Med 2019; 8:3453-3463. [PMID: 31094090 PMCID: PMC6601576 DOI: 10.1002/cam4.2229] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 04/10/2019] [Accepted: 04/18/2019] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND The role of Axl and LC3 as predictors of tumor recurrence and overall survival (OS) after hepatocellular carcinoma (HCC) resection remains unclear. METHODS We retrospectively included 535 HCC patients who underwent hepatectomy from 2010 to 2014 in this study. Axl and the autophagy-related marker LC3 were immunohistochemically assessed in tumors. RESULTS Axl expression was significantly associated with advanced clinicopathological features, including cirrhosis, microvascular invasion, macrovascular invasion, tumor size, BCLC stage, recurrence, and mortality. HCC recurrence occurred in 245 patients, and 219 patients died. The 5-year cumulative incidences of HCC recurrence and OS rate after HCC resection were 53.3% and 58.8%, respectively. In the Cox proportional analyses, high Axl expression and high LC3 expression were significantly associated with HCC recurrence (hazard ratio [HR]: 3.85, 95% confidence interval [CI]: 2.95-5.02, P < 0.001; and HR: 0.38, 95% CI: 0.26-0.55, P < 0.001, respectively). In addition, HCC recurrence (HR: 2.87, 95% CI: 2.01-4.01, P < 0.0001), microvascular invasion (HR: 1.85, 95% CI: 1.08-3.19, P = 0.026), hepatitis B virus-related HCC (HR: 1.77, 95% CI: 1. 21-2.56, P = 0.003), high Axl expression (HR: 1.66, 95% CI: 1.41-1.97, P < 0.0001), antiviral therapy (HR: 0.54, CI: 0.38-0.76, P < 0.001) and LC3 expression (HR: 0.41, 95% CI: 0.28-0.58, P < 0.001) were significantly associated with mortality. Furthermore, patients with a combination of high Axl and low LC3 expression had the highest risk of HCC recurrence (HR: 6.53, 95% CI: 4.11-10.4, P < 0.001) and mortality (HR: 6.66, 95% CI: 4.07-10.9, P < 0.001). In patients with high Axl, low LC3, and combined high Axl and low LC3 expression, the 5-year cumulative incidences of HCC recurrence and OS rate were 77.9%, 73.3%, and 90.0% and 28.8%, 26.7%, and 16.8%, respectively. CONCLUSION High Axl expression in tumors is associated with aggressive tumor behavior and worse clinical outcomes. Furthermore, the combination of high Axl and low LC3 expression significantly predicts poorer prognosis for HCC patients who underwent hepatectomy.
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Affiliation(s)
- Chia-Chang Hsu
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan.,Health Examination Center, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.,Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, I-Shou University, Kaohsiung, Taiwan
| | - Pei-Min Hsieh
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan.,Department of Surgery, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan
| | - Yaw-Sen Chen
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan.,Department of Surgery, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan
| | - Gin-Ho Lo
- Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, I-Shou University, Kaohsiung, Taiwan.,Division of Gastroenterology and Hepatology, Department of Medicine, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan
| | - Hung-Yu Lin
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan.,Department of Surgery, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.,Center for Infectious Disease and Cancer Research, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chia-Yen Dai
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.,Hepatobiliary Division, Department of Internal Medicine, and Hepatitis Center, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Jee-Fu Huang
- Hepatobiliary Division, Department of Internal Medicine, and Hepatitis Center, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Wan-Long Chuang
- Hepatobiliary Division, Department of Internal Medicine, and Hepatitis Center, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Yao-Li Chen
- Division of General Surgery, Department of Surgery, Changhua Christian Hospital, Changhua, Taiwan
| | - Ming-Lung Yu
- Center for Infectious Disease and Cancer Research, Kaohsiung Medical University, Kaohsiung, Taiwan.,Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.,Hepatobiliary Division, Department of Internal Medicine, and Hepatitis Center, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.,Institute of Biomedical Sciences, National Sun Yat-Sen University, Kaohsiung, Taiwan.,Center for Intelligent Drug Systems and Smart Bio-devices, College of Biological Science and Technology, National Chiao Tung University, Hsin-Chu, Taiwan
| | - Chih-Wen Lin
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan.,Health Examination Center, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.,Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, I-Shou University, Kaohsiung, Taiwan.,Division of Gastroenterology and Hepatology, Department of Medicine, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.,Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.,School of Chinese Medicine, College of Chinese Medicine, China Medical University, Taichung, Taiwan.,Research Center for Traditional Chinese Medicine, China Medical University Hospital, Taichung, Taiwan
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