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Yang C, Yang HC, Luo YG, Li FT, Cong TH, Li YJ, Ye F, Li X. Predicting Survival Using Whole-Liver MRI Radiomics in Patients with Hepatocellular Carcinoma After TACE Refractoriness. Cardiovasc Intervent Radiol 2024; 47:964-977. [PMID: 38750156 DOI: 10.1007/s00270-024-03730-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 04/07/2024] [Indexed: 07/12/2024]
Abstract
PURPOSE To develop a model based on whole-liver radiomics features of pre-treatment enhanced MRI for predicting the prognosis of hepatocellular carcinoma (HCC) patients undergoing continued transarterial chemoembolization (TACE) after TACE-resistance. MATERIALS AND METHODS Data from 111 TACE-resistant HCC patients between January 2014 and March 2018 were retrospectively collected. At a ratio of 7:3, patients were randomly assigned to developing and validation cohorts. The whole-liver were manually segmented, and the radiomics signature was extracted. The tumor and liver radiomics score (TLrad-score) was calculated. Models were trained by machine learning algorithms and their predictive efficacies were compared. RESULTS Tumor stage, tumor burden, body mass index, alpha-fetoprotein, and vascular invasion were revealed as independent risk factors for survival. The model trained by Random Forest algorithms based on tumor burden, whole-liver radiomics signature, and clinical features had the highest predictive efficacy, with c-index values of 0.85 and 0.80 and areas under the ROC curve of 0.96 and 0.83 in the developing cohort and validation cohort, respectively. In the high-rad-score group (TLrad-score > - 0.34), the median overall survival (mOS) was significantly shorter than in the low-rad-score group (17 m vs. 37 m, p < 0.001). A shorter mOS was observed in patients with high tumor burden compared to those with low tumor burden (14 m vs. 29 m, p = 0.007). CONCLUSION The combined radiomics model from whole-liver signatures may effectively predict survival for HCC patients continuing TACE after TACE refractoriness. The TLrad-score and tumor burden are potential prognostic markers for TACE therapy following TACE-resistance.
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Affiliation(s)
- Chao Yang
- Department of Radiology, Beijing Tongren Hospital, Capital Medical University, Beijing, 100730, China
| | - Hong-Cai Yang
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Yin-Gen Luo
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Fu-Tian Li
- Huiying Medical Technology (Beijing) Co., Ltd, Beijing, 100192, China
| | - Tian-Hao Cong
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Yu-Jie Li
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Feng Ye
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| | - Xiao Li
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China.
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Wang J, Sun X, Wei S, Chen X, Zhu H, Liantang Y, Bao R, Du Y. Noninvasive models for the prediction of liver fibrosis in patients with chronic hepatitis B. BMC Gastroenterol 2024; 24:183. [PMID: 38783185 PMCID: PMC11119390 DOI: 10.1186/s12876-024-03270-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 05/16/2024] [Indexed: 05/25/2024] Open
Abstract
OBJECTIVE To evaluate the diagnostic accuracy of aspartate aminotransferase(AST)/ alanine transaminase (ALT), AST to platelet ratio index (APRI), fibrosis-4 score (FIB-4) and gamma-glutamyl transpeptidase to platelet count ratio (GPR) for hepatic fibrosis in patients with chronic hepatitis B (CHB). METHODS A total of 1210 CHB patients who underwent liver biopsy were divided into two groups: patients with no significant fibrosis (control group) and patients with significant fibrosis, and routine laboratory tests were retrospectively included. Logistic regression models were used for the prediction, and the area under the receiver operating characteristic (AUROC) was used to assess the diagnostic accuracy. RESULTS A total of 631 (52.1%) and 275 (22.7%) patients had significant fibrosis (≥ S2) and advanced fibrosis (≥ S3), respectively. The GPR showed significantly higher diagnostic accuracy than that of APRI, FiB-4, and AST/ALT to predict ≥ S2(significant fibrosis) and ≥ S3 fibrosis(advanced fibrosis), with an AUROC was 0.69 (95%CI: 0.66-0.71) and 0.72 (0.69-0.75), respectively. After stratified by the status of HBeAg ( positive or negative), GPR, APRI, and FiB-4 showed improved predicting performance for significant fibrosis and advanced fibrosis in HBeAg positive patients, with the most significant improvement was shown for GPR in predicting significant fibrosis (AUROC = 0.74, 95%CI: 0.70-0.78). CONCLUSIONS Among the four noninvasive models, GPR has the best performance in the diagnosis of hepatic fibrosis in CHB patients and is more valuable in HBeAg-positive patients.
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Affiliation(s)
- Juanxia Wang
- Department of Infectious Diseases, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Lanzhou, Gansu, 730030, China.
| | - Xince Sun
- Department of Infectious Diseases, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Lanzhou, Gansu, 730030, China
- The Second Clinical Medical College of Lanzhou University, Lanzhou, 730030, China
| | - Shibo Wei
- Department of Infectious Diseases, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Lanzhou, Gansu, 730030, China
- The Second Clinical Medical College of Lanzhou University, Lanzhou, 730030, China
| | - Xinyue Chen
- Department of Infectious Diseases, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Lanzhou, Gansu, 730030, China
- The Second Clinical Medical College of Lanzhou University, Lanzhou, 730030, China
| | - Haoyu Zhu
- Department of Infectious Diseases, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Lanzhou, Gansu, 730030, China
- The Second Clinical Medical College of Lanzhou University, Lanzhou, 730030, China
| | - Youyou Liantang
- Department of Infectious Diseases, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Lanzhou, Gansu, 730030, China
- The Second Clinical Medical College of Lanzhou University, Lanzhou, 730030, China
| | - Ruikun Bao
- Department of Epidemiology and Statistics, School of Public Health, Lanzhou University, No. 199 West Donggang R.D, Lanzhou, Gansu, 730000, China
| | - Yufeng Du
- Department of Epidemiology and Statistics, School of Public Health, Lanzhou University, No. 199 West Donggang R.D, Lanzhou, Gansu, 730000, China.
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Chang Y, Guo T, Zhu B, Liu Y. A novel nomogram for predicting microvascular invasion in hepatocellular carcinoma. Ann Hepatol 2023; 28:101136. [PMID: 37479060 DOI: 10.1016/j.aohep.2023.101136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 06/07/2023] [Accepted: 07/05/2023] [Indexed: 07/23/2023]
Abstract
INTRODUCTION AND OBJECTIVES In hepatocellular carcinoma (HCC), the prognosis of patients with microvascular invasion (MVI) is poor. Therefore, in this study, we established and evaluated the performance of a novel nomogram to predict MVI in patients with HCC. MATERIALS AND METHODS We retrospectively obtained clinical data of 497 patients with HCC who underwent hepatectomy at Liaoning Cancer Hospital from November 1, 2018, to November 4, 2021. The patients (n = 497) were randomized in a 7:3 ratio into the training cohort (TC, n = 349) and the validation cohort (VC, n = 148). We performed Least Absolute Shrinkage and Selection Operator (LASSO) and univariate as well as multivariate logistic regression analyses (ULRA, MRLA) on patients in the TC to identify factors independently predicting MVI. RESULTS Preoperative FIB-4, AFU, AFP levels, liver cirrhosis, and non-smooth tumor margin were independent risk factors for preoperative MVI prediction. The C-index of the TC, VC, and the entire cohort was 0.846, 0.786, and 0.829, respectively. The calibration curves demonstrated the outstanding agreement between predicted MVI incidences by our model and the actual MVI risk. Decision curve analysis (DCA) confirmed the significance of our predictive model in clinical settings. The Kaplan-Meier (KM) survival curve showed that the recurrence-free survival (RFS) and overall survival (OS) of patients in the high-MVI risk group were poor compared to those in the low-MVI risk group. CONCLUSIONS We constructed and evaluated the performance of the novel nomogram for predicting MVI risk. Our predictive model could adequately predict MVI risk and aid clinicians in selecting appropriate therapeutic strategies for patients.
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Affiliation(s)
- Yuan Chang
- Department of Hepatopancreatobiliary Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, No.44 Xiaoheyan Road, Dadong District, Shenyang 110042, PR China
| | - Tianyu Guo
- Department of Hepatopancreatobiliary Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, No.44 Xiaoheyan Road, Dadong District, Shenyang 110042, PR China
| | - Bo Zhu
- Department of Cancer Prevention and Treatment, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, No. 44 Xiaoheyan Road, Dadong District, Shenyang 110042, PR China
| | - Yefu Liu
- Department of Hepatopancreatobiliary Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, No.44 Xiaoheyan Road, Dadong District, Shenyang 110042, PR China.
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Luo R, Fang C, Chen C, Zhang Y, Yao R, Wang J, Shi H, Feng K, Hu M, Zhong C. Adjuvant therapy with Jianpi Huayu decoction improves overall and recurrence-free survival after hepatectomy for hepatocellular carcinoma: a retrospective propensity score-matching study. Front Pharmacol 2023; 14:1212116. [PMID: 37818186 PMCID: PMC10561391 DOI: 10.3389/fphar.2023.1212116] [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: 04/25/2023] [Accepted: 08/29/2023] [Indexed: 10/12/2023] Open
Abstract
Hepatocellular carcinoma (HCC) patients experience high rates of recurrence following hepatectomy. Many herbal preparations used in traditional Chinese medicine have been shown to improve the postoperative condition of cancer patients. This retrospective study examined the efficacy and safety of Jianpi Huayu decoction (JPHYD) as adjuvant therapy for HCC following hepatectomy. HCC patients received postoperative management according to Chinese Society of Clinical Oncology recommendations, either alone (Control group) or in addition to daily JPHYD (1 week in hospital and 3 months after release). To reduce selection bias, we performed 1:1 propensity score matching between the Control and JPHYD groups. The main endpoint was recurrence-free survival (RFS), and secondary endpoints included overall survival (OS) and adverse event frequency. A total of 207 patients meeting inclusion criteria were enrolled, 127 in the Control group and 80 in the JPHYD group. Patients were then propensity score-matched, yielding each group of 80. Recurrence-free survival rate was significantly higher in the JPHYD group than in the Control group at 1 year (67.9% vs. 38.1%), 2 years (39.1% vs. 26.2%), and 3 years (31.3% vs. 26.2%) following hepatectomy (HR 0.5666 [95%CI, 0.3655 to 0.8784]; p = 0.0066). Additionally, OS was significantly higher in the JPHYD group than the Control group at 1 year (94.3% vs. 81.9%), 2 years (76.4% vs. 58.8%), and 3 years (66.3% vs. 51.4%) following hepatectomy (HR 0.5199 [95%CI, 0.2849 to 0.9490]; p = 0.027). Adverse events frequencies did not differ between the two groups. In conclusion, JPHYD can safely improve RFS and OS following hepatectomy for HCC.
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Affiliation(s)
- Rui Luo
- The First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China
- Lingnan Medical Research Center of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Chongkai Fang
- The First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China
- Lingnan Medical Research Center of Guangzhou University of Chinese Medicine, Guangzhou, China
- Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Chuyao Chen
- The First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China
- Lingnan Medical Research Center of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Ying Zhang
- The First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China
- Lingnan Medical Research Center of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Ruiwei Yao
- The First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China
- Lingnan Medical Research Center of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Jinan Wang
- The First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China
- Lingnan Medical Research Center of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Hanqian Shi
- The First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China
- Lingnan Medical Research Center of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Kunliang Feng
- Department of Surgery, Baiyun Hospital of the First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Mingli Hu
- The Second Affiliated Hospital of Guizhou University of Chinese Medicine, Guizhou, China
| | - Chong Zhong
- The First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China
- Lingnan Medical Research Center of Guangzhou University of Chinese Medicine, Guangzhou, China
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Zheng Y, Yu Z, Li Y, Zhong S, Sun Y, Sun L, Zheng X, Qi X, Zhang S. Alcohol extracts of Chinese bayberry branch induce S-phase arrest and apoptosis in HepG2 cells. Food Sci Nutr 2023; 11:493-503. [PMID: 36655066 PMCID: PMC9834848 DOI: 10.1002/fsn3.3080] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 08/31/2022] [Accepted: 09/15/2022] [Indexed: 01/21/2023] Open
Abstract
The alcohol extracts of Chinese bayberry (Myrica rubra) branches (MRBE) are rich in flavonoids which have a variety of medicinal benefits, but their effects on human HepG2 were unknown. In this study, the effects of MRBE on HepG2 cell growth and its potential for inhibiting cancer were explored. The results displayed that MRBE inhibited HepG2 proliferation both by arresting cells in S phase and promoting apoptosis. Quantitative reverse-transcription PCR (qRT-PCR), western blotting, and immunofluorescence showed that MRBE induced S-phase arrest by upregulating p21, which in turn downregulated cyclin and cyclin-dependent kinase messenger RNA (mRNA) and protein. Apoptosis was induced by blocking the expression of BCL-2 and suppression of the Raf/ERK1 signaling pathways. These results indicated that MRBE may have the potential for treatment of human liver cancer, highlighting novel approaches for developing new pharmacological tools for the treatment of this deadly type cancer. Meanwhile, it provides a new direction for the medicinal added values of Chinese bayberry, which helped to broaden the diversified development of its industry chain.
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Affiliation(s)
- Yuanyuan Zheng
- Institute of HorticultureZhejiang Academy of Agricultural SciencesHangzhouChina
| | - Zheping Yu
- Institute of HorticultureZhejiang Academy of Agricultural SciencesHangzhouChina
| | - Yougui Li
- Institute of Sericultural and TeaZhejiang Academy of Agricultural SciencesHangzhouChina
| | - Shi Zhong
- Institute of Sericultural and TeaZhejiang Academy of Agricultural SciencesHangzhouChina
| | - Yuqing Sun
- Institute of Sericultural and TeaZhejiang Academy of Agricultural SciencesHangzhouChina
| | - Li Sun
- Institute of HorticultureZhejiang Academy of Agricultural SciencesHangzhouChina
| | - Xiliang Zheng
- Institute of HorticultureZhejiang Academy of Agricultural SciencesHangzhouChina
| | - Xingjiang Qi
- Institute of HorticultureZhejiang Academy of Agricultural SciencesHangzhouChina
- Xianghu LabHangzhouChina
| | - Shuwen Zhang
- Institute of HorticultureZhejiang Academy of Agricultural SciencesHangzhouChina
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Younossi ZM, Stepanova M, Younossi I, Racila A. Development and validation of a hepatitis B-specific health-related quality-of-life instrument: CLDQ-HBV. J Viral Hepat 2021; 28:484-492. [PMID: 33306234 DOI: 10.1111/jvh.13451] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 11/20/2020] [Accepted: 11/26/2020] [Indexed: 01/08/2023]
Abstract
Hepatitis B virus (HBV) carries a large global burden. Efforts abound to decrease the burden, which necessitates reporting of patient-reported outcomes (PROs). We aimed to develop and validate an HBV-specific PRO instrument using the Chronic Liver Disease Questionnaire (CLDQ). Data were obtained from patients enrolled in our HBV registries who completed the CLDQ, Short Form-36 (SF-36) and FACIT-F. The sample was split randomly 1:1 into training and testing groups. A standard PRO instrument validation pipeline was used to develop and validate the new CLDQ-HBV instrument. HBV patients (n = 1,339) were 48 ± 13 years old, 60% male, 8% cirrhosis, with 53% receiving oral antivirals (OAV). After reduction of 10 redundant items, exploratory factor analysis for the remaining 19 items found 95% of variance was explained by five factors-emotional function, fatigue, systemic symptoms, worry and sleep. Good-to-excellent internal consistency was found: Cronbach's alphas 0.70-0.90 and item-to-own-domain correlations >0.50 for 18/19 items. Known-group validity tests discriminated between HBV patients with and without cirrhosis, with FIB-4 ≥ 3.25 vs <3.25, with and without history of depression or clinically overt fatigue (all p < 0.0001), and treatment (all p < 0.05, all but one <0.0001). After 48-week follow-up, HBV patients receiving OAV (N = 144) with ≥2.7 log 10/mL decline in HBV viral load experienced significant improvements in fatigue, worry and total CLDQ-HBV scores (p < 0.05). The newly developed CLDQ-HBV is a short, disease-specific PRO instrument for HBV patients which was developed and validated using large data set and an established methodology showing excellent psychometric characteristics.
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Affiliation(s)
- Zobair M Younossi
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, VA, USA
| | - Maria Stepanova
- Center for Outcomes Research in Liver Disease, Washington, DC, USA
| | - Issah Younossi
- Center for Outcomes Research in Liver Disease, Washington, DC, USA
| | - Andrei Racila
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, VA, USA
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Huang DQ, Nguyen MH. Treatment eligibility in hepatitis B: a call for better linkage to optimal care. Lancet Gastroenterol Hepatol 2021; 6:160. [DOI: 10.1016/s2468-1253(20)30391-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Revised: 11/27/2020] [Accepted: 11/30/2020] [Indexed: 02/01/2023]
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Zhang X, El-Serag HB, Thrift AP. Predictors of five-year survival among patients with hepatocellular carcinoma in the United States: an analysis of SEER-Medicare. Cancer Causes Control 2021; 32:317-325. [PMID: 33394207 DOI: 10.1007/s10552-020-01386-x] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Accepted: 12/17/2020] [Indexed: 12/23/2022]
Abstract
BACKGROUND Most patients with hepatocellular carcinoma (HCC) are ≥ 65 years old at diagnosis and ~ 20% present with disease amenable to curative intent surgical therapy. The aim of this study was to examine whether treatment, the demographic variables, and clinical factors could predict 5-year survival among HCC patients. METHODS We included patients, 66 years or older, diagnosed with a first primary HCC from 1994 through 2007 in the SEER-Medicare database, and followed up until death or 31 December 2012. Curative intent treatment was defined as liver transplantation, surgery resection, or ablation. We estimated odds ratios (OR) and 95% confidence intervals (CI) for associations with 5-year survival using logistic regression. RESULTS We identified 10,826 patients with HCC with mean age 75.3 (standard deviation, 6.4) years. Most were male (62.2%) and non-Hispanic white (59.7%). Overall, only 8.1% of patients were alive 5 years post-HCC diagnosis date. Among all patients that survived ≥ 5 years, 69.8% received potentially curative treatment. Conversely, patients who received potentially curative treatment represented only 15.7% of patients who survived < 5 years. Curative intent treatment was the strongest predictor for surviving ≥ 5 years (vs. none/palliative treatment; adjusted OR 8.12, 95% CI 6.90-9.64). While stage at diagnosis and comorbidities were also independently associated with ≥ 5-year survival in HCC patients, these factors did not improve discrimination between short- and long-term survivors. CONCLUSIONS Curative intent treatment was the strongest predictor for survival ≥ 5 years among HCC patients. Given the limited availability of liver transplant and limited eligibility for surgical resection, finding curative intent HCC therapies remain critically important.
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Affiliation(s)
- Xiaotao Zhang
- Section of Epidemiology and Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, TX, USA. .,Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA. .,Baylor College of Medicine, One Baylor Plaza, MS: BCM307, Room 613D, Houston, TX, 77030-3498, USA.
| | - Hashem B El-Serag
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, TX, USA.,Center for Innovations in Quality, Effectiveness and Safety (IQuESt), Michael E DeBakey Veterans Affairs Medical Center, Houston, TX, USA
| | - Aaron P Thrift
- Section of Epidemiology and Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, TX, USA.,Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
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Chen VL, Yeh M, Yang JD, Leong J, Huang DQ, Toyoda H, Chen Y, Guy J, Maeda M, Tsai P, Huang C, Yasuda S, Le AK, Dang H, Giama NH, Ali HA, Zhang N, Wang X, Jun DW, Tseng C, Hsu Y, Huang J, Dai C, Chuang W, Zhu Q, Dan YY, Schwartz M, Roberts LR, Yu M, Nguyen MH. Effects of Cirrhosis and Diagnosis Scenario in Metabolic-Associated Fatty Liver Disease-Related Hepatocellular Carcinoma. Hepatol Commun 2021; 5:122-132. [PMID: 33437906 PMCID: PMC7789832 DOI: 10.1002/hep4.1606] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 08/02/2020] [Accepted: 08/08/2020] [Indexed: 12/15/2022] Open
Abstract
Metabolic-associated fatty liver disease (MAFLD) is a major cause of liver-related complications, including hepatocellular carcinoma (HCC). While MAFLD-related HCC is known to occur in the absence of cirrhosis, our understanding of MAFLD-related HCC in this setting is limited. Here, we characterize MAFLD-related HCC and the impact of cirrhosis and screening on survival. This was a multicenter, retrospective, cohort study of MAFLD-related HCC. MAFLD was defined based on the presence of race-adjusted overweight, diabetes, or both hypertension and dyslipidemia in the absence of excess alcohol use or other underlying cause of liver disease. The primary outcome of interest was overall survival, and the primary dependent variables were cirrhosis status and prior HCC screening. We used Kaplan-Meier methods to estimate overall survival and Cox proportional hazards models and random forest machine learning to determine factors associated with prognosis. This study included 1,382 patients from 11 centers in the United States and East/Southeast Asia. Cirrhosis was present in 62% of patients, but under half of these patients had undergone imaging within 12 months of HCC diagnosis. Patients with cirrhosis were more likely to have early stage disease but less often received curative therapy. After adjustment, cirrhosis was not associated with prognosis, but the presence of cancer-related symptoms at diagnosis was associated with poorer prognosis. Conclusion: Cirrhosis was not associated with overall survival in this cohort of MAFLD-related HCC, while diagnosis in the presence of symptoms was associated with poorer prognosis. The HCC surveillance rate in patients with MAFLD-related HCC was disappointingly low in a multicenter cohort.
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Zhang CC, Zhang CW, Xing H, Wang Y, Liang L, Diao YK, Chen TH, Lau WY, Bie P, Chen ZY, Yang T. Preoperative Inversed Albumin-to-Globulin Ratio Predicts Worse Oncologic Prognosis Following Curative Hepatectomy for Hepatocellular Carcinoma. Cancer Manag Res 2020; 12:9929-9939. [PMID: 33116850 PMCID: PMC7567562 DOI: 10.2147/cmar.s275307] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Accepted: 09/16/2020] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND A normal albumin-to-globulin ratio (NAGR) in serum is greater than 1. Inversed albumin-to-globulin ratio (IAGR < 1) indicates poor synthetic liver function or malnutrition. The aim of this study is to evaluate whether preoperative IAGR was associated with worse oncologic survival after hepatectomy for hepatocellular carcinoma (HCC). PATIENTS AND METHODS Patients who underwent curative hepatectomy for HCC between 2009 and 2016 in four centers were divided into the IAGR and NAGR groups based on their preoperative levels, and their clinical characteristics and long-term survival outcomes were compared. Univariable and multivariable Cox regression analyses were performed to identify risk factors of overall survival (OS) and recurrence-free survival (RFS). RESULTS Of 693 enrolled patients, 136 (19.6%) were in the IAGR group. Their 5-year OS and RFS rates were 31.6% and 21.3%, respectively, which were significantly worse than the NAGR group (43.4% and 28.7%, both P < 0.001). The area under the receiver operating characteristic curves in predicting 5-year OS and RFS using the albumin-to-globulin ratio were 0.68 and 0.67, respectively, which were significantly higher than albumin (0.60 and 0.59), globulin (0.56 and 0.57), Child-Pugh grading (0.61 and 0.60), Model for End-Stage Liver Disease Score (0.59 and 0.58), and Albumin-Bilirubin grading (0.64 and 0.63). Multivariable analyses identified that preoperative IAGR was independently associated with worse OS (HR: 1.444, 95% confidence interval (CI): 1.125-1.854, P = 0.004) and RFS (HR: 1.463, 95% CI: 1.159-1.848, P = 0.001). CONCLUSION Preoperative IAGR was useful in predicting worse OS and RFS in patients who underwent curative hepatectomy for HCC.
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Affiliation(s)
- Cheng-Cheng Zhang
- Department of Hepatobiliary Surgery, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing, China
| | - Cheng-Wu Zhang
- Department of Hepatobiliary, Pancreatic and Minimal Invasive Surgery, Zhejiang Provincial People’s Hospital, People’s Hospital of Hangzhou Medical College, Zhejiang, China
| | - Hao Xing
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
| | - Yu Wang
- Department of Hepatobiliary Surgery, Chongqing University Cancer Hospital, Chongqing, China
| | - Lei Liang
- Department of Hepatobiliary, Pancreatic and Minimal Invasive Surgery, Zhejiang Provincial People’s Hospital, People’s Hospital of Hangzhou Medical College, Zhejiang, China
- Key Laboratory of Tumor Molecular Diagnosis and Individualized Medicine of Zhejiang Province, Hangzhou, China
| | - Yong-Kang Diao
- Department of Hepatobiliary, Pancreatic and Minimal Invasive Surgery, Zhejiang Provincial People’s Hospital, People’s Hospital of Hangzhou Medical College, Zhejiang, China
- Key Laboratory of Tumor Molecular Diagnosis and Individualized Medicine of Zhejiang Province, Hangzhou, China
| | - Ting-Hao Chen
- Department of General Surgery, Ziyang First People’s Hospital, Sichuan, China
| | - Wan Yee Lau
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
- Faculty of Medicine, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China
| | - Ping Bie
- Department of Hepatobiliary, The Third Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Zhi-Yu Chen
- Department of Hepatobiliary Surgery, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing, China
| | - Tian Yang
- Department of Hepatobiliary Surgery, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing, China
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
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11
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Cheng E, Hung P, Wang SY. Geographic Variations of Potentially Curative Treatments for Hepatocellular Carcinoma in the United States: A SEER-Medicare Study. J Natl Compr Canc Netw 2020; 18:729-736. [DOI: 10.6004/jnccn.2020.7529] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Accepted: 01/06/2020] [Indexed: 11/17/2022]
Abstract
Background: Transplantation, surgical resection, radiofrequency ablation, and percutaneous ethanol injection are generally considered potentially curative treatments for patients with hepatocellular carcinoma (HCC). With the increasing incidence of HCC, it is critical to investigate geographic variations in curative treatments and their associations with survival among patients. Methods: A total of 6,782 patients with HCC during 2004 to 2011 were identified in the SEER-Medicare linked database and placed in quartiles based on the proportions undergoing potentially curative treatments per hospital referral region (HRR). Hierarchical Cox proportional hazards models were used to examine the association between regional potentially curative treatment patterns and survival across quartiles. Results: An average of 16.9% of patients with HCC underwent potentially curative treatments during 2004 to 2011, varying substantially from 0% to 34.5% across HRRs. Compared with patients residing in the lowest-quartile regions, those in the highest-quartile regions were more likely to be of other races (vs white or black), be infected with hepatitis B virus, and have more comorbidities. The 5-year survival was 4.7% in the lowest-quartile regions and 11.4% in the highest-quartile regions (P<.001). After controlling for confounders, patients in the highest-quartile regions had a lower risk of mortality (adjusted hazard ratio, 0.78; 95% CI, 0.72–0.85). Conclusions: Patients with HCC who resided in HRRs with higher proportions of potentially curative treatments had better survival. Given its proven survival benefits, prompt clinical and policy actions are needed to reduce variations in treatment utilization.
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Affiliation(s)
- En Cheng
- 1Department of Chronic Disease Epidemiology, School of Public Health, Yale University, New Haven, Connecticut
| | - Peiyin Hung
- 2Department of Health Services Policy and Management, Arnold School of Public Health, University of South Carolina, and
- 3Rural and Minority Health Research Center, Columbia, South Carolina; and
| | - Shi-Yi Wang
- 1Department of Chronic Disease Epidemiology, School of Public Health, Yale University, New Haven, Connecticut
- 4Cancer Outcomes, Public Policy, and Effectiveness Research Center, Yale Cancer Center, New Haven, Connecticut
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12
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Chen VL, Singal AG, Tapper EB, Parikh ND. Hepatocellular carcinoma surveillance, early detection and survival in a privately insured US cohort. Liver Int 2020; 40:947-955. [PMID: 31943689 PMCID: PMC8047296 DOI: 10.1111/liv.14379] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2019] [Revised: 01/05/2020] [Accepted: 01/07/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND/AIMS Semiannual hepatocellular carcinoma (HCC) surveillance is recommended in patients with cirrhosis; however, recent studies have raised questions over its utility. We investigated the impact of surveillance on early detection and survival in a nationally representative database. METHODS We included patients with cirrhosis and HCC from the Optum database (2001-2015) with >6 months of follow-up between cirrhosis and HCC diagnoses. Surveillance adherence was defined as proportion of time covered (PTC), with each 6-month period after abdominal imaging defined as 'covered'. To determine the association between surveillance and mortality, we compared PTC between fatal and non-fatal HCC. RESULTS Of 1001 patients with cirrhosis and HCC, 256 died with median follow-up 30 months. Median PTC by any imaging was greater in early-stage vs late-stage HCC (43.6% vs 37.4%, P = .003) and non-fatal vs fatal HCC (40.8% vs 34.3%, P = .001). In multivariable analyses, each 10% increase in PTC was associated with increased early HCC detection (OR 1.07, 95% CI 1.01-1.12) and decreased mortality (HR 0.95; 95% CI 0.90-1.00). On subgroup analysis, PTC by CT/MRI was associated with early tumour detection and decreased mortality; however, PTC by ultrasound was only associated with early detection but not decreased mortality. These findings were robust across sensitivity analyses. CONCLUSIONS In a US cohort of privately insured HCC patients, PTC by any imaging modality was associated with increased early detection and decreased mortality. Continued evaluation of HCC surveillance strategies and effectiveness is warranted.
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Affiliation(s)
- Vincent L. Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - Amit G. Singal
- Division of Digestive and Liver Diseases, UT Southwestern Medical Center, Dallas, Texas
| | - Elliot B. Tapper
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI,Ann Arbor VA Health System, Ann Arbor, MI
| | - Neehar D. Parikh
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
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13
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Only one-third of hepatocellular carcinoma cases are diagnosed via screening or surveillance: a systematic review and meta-analysis. Eur J Gastroenterol Hepatol 2020; 32:406-419. [PMID: 31490419 DOI: 10.1097/meg.0000000000001523] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND/OBJECTS Early hepatocellular carcinoma diagnosis is associated with better long-term survival. Studies of at-risk patients who are monitored in routine practice have reported an overall adherence rate to hepatocellular carcinoma screening/surveillance of approximately 60% and suboptimal diagnostic efficacy of the current screening/surveillance tools. However, it is unclear how many hepatocellular carcinoma patients were actually diagnosed via screening/surveillance given these obstacles. Therefore, via a systematic review of PubMed and Scopus databases from 2000 to 2019, we aimed to identify the proportion of patients with hepatocellular carcinoma diagnosed via screening/surveillance in routine practice. METHODS We included original research articles of studies of patients already diagnosed with hepatocellular carcinoma that reported the proportion of hepatocellular carcinoma diagnosed via screening/surveillance. RESULTS The study included 60 studies and 50 554 hepatocellular carcinoma cases. The pooled proportion of hepatocellular carcinoma diagnosed by screening/surveillance was 37% (95% confidence interval: 31%-44%) and differed by geographic region (North America/Asia/Europe/Oceania/Africa/South America, 31%/42%/41%/30%/29%/47%, P = 0.017, respectively) and by surveillance interval (<12 months 39% vs. 12 months 19%, P < 0.01) but not by disease etiology, cirrhosis status, clinical setting, practice setting, hepatocellular carcinoma diagnosis period, or surveillance method. CONCLUSION Globally, hepatocellular carcinoma was diagnosed via screening/surveillance in less than half of the patients (37%) regardless of healthcare setting or liver disease etiology and without improvement over time despite several recent guideline updates. Research is needed to understand the barriers to screening/surveillance to include medical as well as social and cultural influences.
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14
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Zhao H, Ding WZ, Wang H, Gu S, Yan XP, Sun SQ, Mao L, Jin HH, Qiu YD. Prognostic value of precise hepatic pedicle dissection in anatomical resection for patients with hepatocellular carcinoma. Medicine (Baltimore) 2020; 99:e19475. [PMID: 32150111 PMCID: PMC7478661 DOI: 10.1097/md.0000000000019475] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
The present study aimed to investigate the long-term and perioperative outcomes of precise hepatic pedicle dissection in anatomical resection (precise AR) vs non-anatomical resection (NAR) for hepatocellular carcinoma (HCC) patients.Data from a total of 270 consecutive HCC patients who underwent curative hepatectomy were retrospectively collected. Propensity score matching (PSM) analysis was performed. The long-term outcomes of precise AR and NAR were analyzed using the Kaplan-Meier method and the Cox proportional hazards model.The 1-, 3-, and 5-year overall survival (OS) rates were 90.3%, 76.2%, and 65.7% in the PS-precise AR group, respectively (n = 103); and 88.3%, 70.5%, and 52.0% in the PS-NAR group, respectively (n = 103) (P = .043). The 1-, 3-, and 5-year recurrence-free survival (RFS) rates were 83.4%, 63.2%, and 46.0% in the PS-precise AR group, respectively; and 75.7%, 47.4%, and 28.3% in the PS-NAR group, respectively (P = .002). Multivariate analysis showed that ICG-R15, BCLC staging, and microvascular invasion (MVI) were independent risk factors for OS; while tumor size, types of resection, surgical margin, and MVI were independent risk factors for RFS. Subgroup analysis indicated that the RFS rate was significantly better in the PS-precise AR group than in the PS-NAR group for patients with MVI and tumor size ≤5 cm.After PSM, precise hepatic pedicle dissection in AR significantly improved the recurrence-free survival rate of solitary HCC patients compared with NAR, especially in those with MVI and tumor size ≤5 cm.
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Affiliation(s)
- Hui Zhao
- Department of Hepatopancreatobiliary Surgery, the Affiliated Wuxi No. 2 People's Hospital of Nanjing Medical University, Wuxi
| | - Wen-Zhou Ding
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Hong Wang
- Department of Hepatopancreatobiliary Surgery, the Affiliated Wuxi No. 2 People's Hospital of Nanjing Medical University, Wuxi
| | - Shen Gu
- Department of Hepatopancreatobiliary Surgery, Drum Tower Hospital, Medical School of Nanjing University
| | - Xiao-Peng Yan
- Department of Hepatopancreatobiliary Surgery, Drum Tower Hospital, Medical School of Nanjing University
| | - Shi-Quan Sun
- Department of Hepatopancreatobiliary Surgery, Drum Tower Hospital, Medical School of Nanjing University
| | - Liang Mao
- Department of Hepatopancreatobiliary Surgery, Drum Tower Hospital, Medical School of Nanjing University
| | - Hui-Han Jin
- Department of Hepatopancreatobiliary Surgery, the Affiliated Wuxi No. 2 People's Hospital of Nanjing Medical University, Wuxi
| | - Yu-Dong Qiu
- Department of Hepatopancreatobiliary Surgery, Drum Tower Hospital, Medical School of Nanjing University
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15
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Chen VL, Yeh ML, Le AK, Jun M, Saeed WK, Yang JD, Huang CF, Lee HY, Tsai PC, Lee MH, Giama N, Kim NG, Nguyen PP, Dang H, Ali HA, Zhang N, Huang JF, Dai CY, Chuang WL, Roberts LR, Jun DW, Lim YS, Yu ML, Nguyen MH. Anti-viral therapy is associated with improved survival but is underutilised in patients with hepatitis B virus-related hepatocellular carcinoma: real-world east and west experience. Aliment Pharmacol Ther 2018; 48:44-54. [PMID: 29797518 DOI: 10.1111/apt.14801] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Revised: 03/02/2018] [Accepted: 04/23/2018] [Indexed: 12/15/2022]
Abstract
BACKGROUND Hepatitis B virus (HBV) is the leading cause of hepatocellular carcinoma (HCC) worldwide. It remains incompletely understood in the real world how anti-viral therapy affects survival after HCC diagnosis. METHODS This was an international multicentre cohort study of 2518 HBV-related HCC cases diagnosed between 2000 and 2015. Cox proportional hazards models were utilised to estimate hazard ratios (HR) with 95% (CI) for anti-viral therapy and cirrhosis on patients' risk of death. RESULTS Approximately, 48% of patients received anti-viral therapy at any time, but only 17% were on therapy at HCC diagnosis (38% at US centres, 11% at Asian centres). Anti-viral therapy would have been indicated for >60% of the patients not on anti-viral therapy based on American criteria. Patients with cirrhosis had lower 5-year survival (34% vs 46%; P < 0.001) while patients receiving anti-viral therapy had increased 5-year survival compared to untreated patients (42% vs 25% with cirrhosis and 58% vs 36% without cirrhosis; P < 0.001 for both). Similar findings were seen for other patient subgroups by cancer stages and cancer treatment types. Anti-viral therapy was associated with a decrease in risk of death, whether started before or after HCC diagnosis (adjusted HR 0.62 and 0.79, respectively; P < 0.001). CONCLUSIONS Anti-viral therapy improved overall survival in patients with HBV-related HCC across cancer stages and treatment types but was underutilised at both US and Asia centres. Expanded use of anti-viral therapy in HBV-related HCC and better linkage-to-care for HBV patients are needed.
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Affiliation(s)
- V L Chen
- Division of Gastroenterology, University of Michigan Health System, Ann Arbor, MI, USA
- Department of Medicine, Stanford University Medical Center, Stanford, CA, USA
| | - M-L Yeh
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - A K Le
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Stanford, CA, USA
| | - M Jun
- Department of Gastroenterology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - W K Saeed
- Division of Gastroenterology, Hanyang University Medical Center, Seoul, Korea
| | - J D Yang
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - C-F Huang
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - H Y Lee
- Division of Gastroenterology, Hanyang University Medical Center, Seoul, Korea
| | - P-C Tsai
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - M-H Lee
- Institute of Clinical Medicine, National Yang-Ming University, Taipei, Taiwan
| | - N Giama
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - N G Kim
- Stanford University School of Medicine, Stanford, CA, USA
| | - P P Nguyen
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Stanford, CA, USA
| | - H Dang
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Stanford, CA, USA
| | - H A Ali
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - N Zhang
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - J-F Huang
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - C-Y Dai
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - W-L Chuang
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - L R Roberts
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - D W Jun
- Division of Gastroenterology, Hanyang University Medical Center, Seoul, Korea
| | - Y-S Lim
- Department of Gastroenterology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - M-L Yu
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - M H Nguyen
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Stanford, CA, USA
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16
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Kim NG, Nguyen PP, Dang H, Kumari R, Garcia G, Esquivel CO, Nguyen MH. Temporal trends in disease presentation and survival of patients with hepatocellular carcinoma: A real-world experience from 1998 to 2015. Cancer 2018; 124:2588-2598. [PMID: 29624631 DOI: 10.1002/cncr.31373] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Revised: 02/24/2018] [Accepted: 02/27/2018] [Indexed: 12/13/2022]
Affiliation(s)
- Nathan G. Kim
- Stanford University School of Medicine; Stanford California
| | - Pauline P. Nguyen
- Division of Gastroenterology and Hepatology, Department of Medicine; Stanford University Medical Center; Palo Alto California
| | - Hansen Dang
- Division of Gastroenterology and Hepatology, Department of Medicine; Stanford University Medical Center; Palo Alto California
| | - Radhika Kumari
- Division of Gastroenterology and Hepatology, Department of Medicine; Stanford University Medical Center; Palo Alto California
| | - Gabriel Garcia
- Division of Gastroenterology and Hepatology, Department of Medicine; Stanford University Medical Center; Palo Alto California
| | - Carlos O. Esquivel
- Division of Abdominal Transplantation, Department of Surgery; Stanford University Medical Center; Palo Alto California
| | - Mindie H. Nguyen
- Division of Gastroenterology and Hepatology, Department of Medicine; Stanford University Medical Center; Palo Alto California
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17
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Huang P, Yu G, Kapp DS, Bian XF, Ma CS, Li HS, Chen JH, Liang YQ, Zhang Y, Qin SH, Xie YQ, Yang Y, Yin Y, Xing L, Li DW. Cumulative dose of radiation therapy of hepatocellular carcinoma patients and its deterministic relation to radiation-induced liver disease. Med Dosim 2017; 43:258-266. [PMID: 29198389 DOI: 10.1016/j.meddos.2017.10.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2017] [Revised: 09/24/2017] [Accepted: 10/09/2017] [Indexed: 12/25/2022]
Abstract
This study aimed to investigate the relationship between dose and radiation-induced liver disease (RILD) in patients with hepatocellular carcinoma (HCC) receiving 3-dimensional conformal radiotherapy (3DCRT). Twenty-three patients with HCC who received conventional fractionated 3DCRT, including 7 who were diagnosed with classic RILD, were enrolled in this retrospective investigation. Cone-beam computed tomography (CBCT) scans were acquired at the time of treatment for each patient. The beams from each patient's treatment plan were applied to each pretreatment CBCT (the modified CBCT or mCBCT) to construct the delivered dose distribution of the day considering inter-treatment anatomy changes. The daily doses were summed together with the help of deformable image registration (DIR) to obtain the adjusted cumulative dose (Dadjusted). The dose changes to the normal liver between the original planned dose (Dplan) and Dadjusted were evaluated by V20, V30, V40, and the mean dose to normal liver (MDTNL). Univariate analysis was performed to identify the significant dose changes. Among the 23 patients, the liver V20, V30, V40, and MDTNL showed significant differences between Dplan and Dadjusted, with average values of these parameters increased by 4.1%, 4.7%, 4.5%, and 3.9 Gy, respectively (p < 0.05). The adjusted liver dose in 21 patients (91%) was higher than the planned value. For patients without and with RILD,the MDTNL was increased on average by 3.5 Gy and 4.7 Gy, and normal tissue complication probability (NTCP) increased on average by 2.8% and 7.5%, respectively. Our study found that the adjusted cumulative dose based on calculations using pretreatment mCBCT differs significantly from planned dose; the use of the dosimetric results of the initial plan was found to be less predictive of RILD as compared with Dadjusted. Determination of a reconstructed Dadjusted using the mCBCT scans are more accurate in predicting RILD and has the potential to reduce the risk of RILD.
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Affiliation(s)
- Pu Huang
- Shandong Province Key Laboratory of Medical Physics and Image Processing Technology, Institute of Biomedical Sciences, School of Physics and Electronics, Shandong Normal University, Jinan, Shandong, China
| | - Gang Yu
- Shandong Province Key Laboratory of Medical Physics and Image Processing Technology, Institute of Biomedical Sciences, School of Physics and Electronics, Shandong Normal University, Jinan, Shandong, China
| | - Daniel S Kapp
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, USA
| | - Xue-Feng Bian
- Jinan Municipal Center for Disease Control and Prevention of Shandong Province, Jinan, Shandong, China
| | - Chang-Sheng Ma
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Jinan, Shandong, China
| | - Hong-Sheng Li
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Jinan, Shandong, China
| | - Jin-Hu Chen
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Jinan, Shandong, China
| | - Yue-Qiang Liang
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Jinan, Shandong, China
| | - Yang Zhang
- Department of Radiation Oncology, Qingdao University Medical College Affiliated Yantai Yuhuangding Hospital, Yantai, China
| | - Shao-Hua Qin
- Shandong Province Key Laboratory of Medical Physics and Image Processing Technology, Institute of Biomedical Sciences, School of Physics and Electronics, Shandong Normal University, Jinan, Shandong, China
| | - Yao-Qin Xie
- Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Yong Yang
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, USA
| | - Yong Yin
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Jinan, Shandong, China
| | - Lei Xing
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, USA
| | - Deng-Wang Li
- Shandong Province Key Laboratory of Medical Physics and Image Processing Technology, Institute of Biomedical Sciences, School of Physics and Electronics, Shandong Normal University, Jinan, Shandong, China.
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18
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Fu YP, Yi Y, Huang JL, Jing CY, Sun J, Ni XC, Lu ZF, Cao Y, Zhou J, Fan J, Qiu SJ. Prognostic Nomograms Stratify Survival of Patients with Hepatocellular Carcinoma Without Portal Vein Tumor Thrombosis After Curative Resection. Oncologist 2017; 22:561-569. [PMID: 28438885 DOI: 10.1634/theoncologist.2016-0231] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2016] [Accepted: 11/12/2016] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND The prognosis of patients with hepatocellular carcinoma (HCC) without portal vein tumor thrombosis (PVTT) after curative resection is at variance. We identified the risk factors of poor postoperative prognosis and consequently developed prognostic nomograms generating individual risk of death and recurrence for this subgroup of patients with HCC. METHODS The risk factors were identified and nomograms were developed based on a retrospective study of 734 patients in the primary cohort who underwent curative resection for HCC from 2010 to 2012. The predictive accuracy and discriminative ability of the nomograms were determined by concordance index (C-index) and calibration curve and compared with traditional staging systems of HCC. The results were validated in an independent cohort of 349 patients operated at the same institution in 2007. RESULTS All of the independent factors for survival in multivariate analysis in the primary cohort were selected into the nomograms. The calibration curve for probability of survival showed good agreement between prediction by nomograms and actual observation. The C-indices of the nomograms for predicting overall survival and recurrence-free survival were 0.755 (95% confidence interval [CI], 0.752-0.758) and 0.665 (95% CI, 0.662-0.668), respectively, which were statistically higher than the C-indices of other HCC prognostic models. The results were further confirmed in the validation cohort. CONCLUSION The proposed nomograms resulted in more accurate prognostic prediction for patients with HCC without PVTT after curative resection. The Oncologist 2017;22:561-569 IMPLICATIONS FOR PRACTICE: Hepatocellular carcinoma (HCC) poses a great therapeutic challenge due to the poor prognosis in patients underwent surgical resection. The portal vein tumor thrombosis (PVTT) as a robust risk factor for survival has been routinely integrated to staging systems. Nonetheless, the prognosis stratification for patients without PVTT was neglected to some extent. Herein, independent risk factors of OS and RFS in HCC patients without PVTT were reconfirmed. A predictive nomogram was constructed on these risk factors and was demonstrated to be a more accurate predictive model in HCC patients without PVTT, compared with the traditional staging systems.
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Affiliation(s)
- Yi-Peng Fu
- Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis & Cancer Invasion, The Chinese Ministry of Education, Shanghai, People's Republic of China
| | - Yong Yi
- Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis & Cancer Invasion, The Chinese Ministry of Education, Shanghai, People's Republic of China
| | - Jin-Long Huang
- Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis & Cancer Invasion, The Chinese Ministry of Education, Shanghai, People's Republic of China
| | - Chu-Yu Jing
- Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis & Cancer Invasion, The Chinese Ministry of Education, Shanghai, People's Republic of China
| | - Jian Sun
- Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis & Cancer Invasion, The Chinese Ministry of Education, Shanghai, People's Republic of China
| | - Xiao-Chun Ni
- Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis & Cancer Invasion, The Chinese Ministry of Education, Shanghai, People's Republic of China
| | - Zhu-Feng Lu
- Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis & Cancer Invasion, The Chinese Ministry of Education, Shanghai, People's Republic of China
| | - Ya Cao
- Cancer Research Institute, Xiangya School of Medicine, Central South University, Changsha, Hunan, China
| | - Jian Zhou
- Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis & Cancer Invasion, The Chinese Ministry of Education, Shanghai, People's Republic of China
| | - Jia Fan
- Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis & Cancer Invasion, The Chinese Ministry of Education, Shanghai, People's Republic of China
| | - Shuang-Jian Qiu
- Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis & Cancer Invasion, The Chinese Ministry of Education, Shanghai, People's Republic of China
- Biomedical Research Center, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
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19
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Wang JZ, Huang BS, Cao Y, Chen KL, Li J. Anti-hepatoma activities of ethyl acetate extract from Ampelopsis sinica root. Oncol Rep 2017; 37:2227-2236. [DOI: 10.3892/or.2017.5504] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2016] [Accepted: 02/13/2017] [Indexed: 11/05/2022] Open
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20
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Chayanupatkul M, Omino R, Mittal S, Kramer JR, Richardson P, Thrift AP, El-Serag HB, Kanwal F. Hepatocellular carcinoma in the absence of cirrhosis in patients with chronic hepatitis B virus infection. J Hepatol 2017; 66:355-362. [PMID: 27693539 DOI: 10.1016/j.jhep.2016.09.013] [Citation(s) in RCA: 99] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2016] [Revised: 09/01/2016] [Accepted: 09/13/2016] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Cirrhosis related to chronic hepatitis B (CHB) is a major risk factor for hepatocellular carcinoma (HCC). The extent to which HCC occurs in U.S. in the absence of cirrhosis in CHB remains unclear. METHODS We identified CHB patients who were diagnosed with HCC in the national Veterans Administration (VA) between 2001 and 2013. We defined presence and absence of cirrhosis at the time of HCC diagnosis using explicit histological, radiological, endoscopic, and laboratory criteria. We used multivariable regression analysis to identify demographic and clinical characteristics associated with CHB-related HCC in the absence of cirrhosis. We also examined liver transplant-free survival in CHB-HCC patients with and without cirrhosis. RESULTS Among 8539 CHB patients, 317 developed HCC of whom 30 (9.5%) did not have any evidence of cirrhosis at the time of HCC diagnosis. Compared to HCC patients with cirrhosis, HCC patients without cirrhosis were more likely to be non-white (African American, OR=6.78; 95% CI 2.05-22.4; Asian, OR 11.6, 95% CI 2.63-50.8), have a family history of HCC (OR 32.9, 95% CI 3.76-288), and hypertension (OR 3.15, 95% CI 1.02-9.75). There was no significant difference in the transplant-free survival between CHB-HCC patients with and without cirrhosis (hazard ratio 0.68, 95% CI 0.43-1.09). CONCLUSIONS Fewer than 10% of U.S. based CHB-related HCC patients did not have cirrhosis. Race and family history of HCC were the main risk factors for HCC in the absence of cirrhosis in CHB. These factors may help guide the decision to initiate HCC surveillance in CHB patients without cirrhosis. LAY SUMMARY Patients with chronic hepatitis B who are African American, or Asian, older than 40years of age with family members with liver cancer or high blood pressure are at a higher risk of developing liver cancer in the absence of cirrhosis. These patients should be included in the screening program for liver cancer.
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Affiliation(s)
- Maneerat Chayanupatkul
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, TX, United States.
| | - Ronald Omino
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, TX, United States
| | - Sahil Mittal
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, TX, United States; Center of Innovation, Effectiveness and Quality, Michael E. DeBakey Veteran Affairs Medical Center, Houston, TX, United States
| | - Jennifer R Kramer
- Center of Innovation, Effectiveness and Quality, Michael E. DeBakey Veteran Affairs Medical Center, Houston, TX, United States; Section of Health Services Research, Section of Gastroenterology and Hepatology, Michael E. DeBakey Veteran Affairs Medical Center, Houston, TX, United States
| | - Peter Richardson
- Center of Innovation, Effectiveness and Quality, Michael E. DeBakey Veteran Affairs Medical Center, Houston, TX, United States; Section of Health Services Research, Section of Gastroenterology and Hepatology, Michael E. DeBakey Veteran Affairs Medical Center, Houston, TX, United States
| | - Aaron P Thrift
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, TX, United States; Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, United States
| | - Hashem B El-Serag
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, TX, United States; Center of Innovation, Effectiveness and Quality, Michael E. DeBakey Veteran Affairs Medical Center, Houston, TX, United States; Section of Health Services Research, Section of Gastroenterology and Hepatology, Michael E. DeBakey Veteran Affairs Medical Center, Houston, TX, United States
| | - Fasiha Kanwal
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, TX, United States; Center of Innovation, Effectiveness and Quality, Michael E. DeBakey Veteran Affairs Medical Center, Houston, TX, United States; Section of Health Services Research, Section of Gastroenterology and Hepatology, Michael E. DeBakey Veteran Affairs Medical Center, Houston, TX, United States
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Huang P, Yu G, Chen J, Ma C, Qin S, Yin Y, Liang Y, Li H, Li D. Investigation of dosimetric variations of liver radiotherapy using deformable registration of planning CT and cone-beam CT. J Appl Clin Med Phys 2016; 18:66-75. [PMID: 28291931 PMCID: PMC5689896 DOI: 10.1002/acm2.12008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2016] [Accepted: 09/26/2016] [Indexed: 12/25/2022] Open
Abstract
Many patients with technically unresectable or medically inoperable hepatocellular carcinoma (HCC) had hepatic anatomy variations as a result of interfraction deformation during fractionated radiotherapy. We conducted this retrospective study to investigate interfractional normal liver dosimetric consequences via reconstructing weekly dose in HCC patients. Twenty‐three patients with HCC received conventional fractionated three‐dimensional conformal radiation therapy (3DCRT) were enrolled in this retrospective investigation. Among them, seven patients had been diagnosed of radiation‐induced liver disease (RILD) and the other 16 patients had good prognosis after treatment course. The cone‐beam CT (CBCT) scans were acquired once weekly for each patient throughout the treatment, deformable image registration (DIR) of planning CT (pCT) and CBCT was performed to acquire modified CBCT (mCBCT), and the structural contours were propagated by the DIR. The same plan was applied to mCBCT to perform dose calculation. Weekly dose distribution was displayed on the pCT dose space and compared using dose difference, target coverage, and dose volume histograms. Statistical analysis was performed to identify the significant dosimetric variations. Among the 23 patients, the three weekly normal liver D50 increased by 0.2 Gy, 4.2 Gy, and 4.7 Gy, respectively, for patients with RILD, and 1.0 Gy, 2.7 Gy, and 3.1 Gy, respectively, for patients without RILD. Mean dose to the normal liver (Dmean) increased by 0.5 Gy, 2.6 Gy, and 4.0 Gy, respectively, for patients with RILD, and 0.4 Gy, 3.1 Gy, and 3.4 Gy, respectively, for patients without RILD. Regarding patients with RILD, the average values of the third weekly D50 and Dmean were both over hepatic radiation tolerance, while the values of patients without RILD were below. The dosimetric consequence showed that the liver dose between patients with and without RILD were different relative to the planned dose, and the RILD patients suffered from liver dose over hepatic radiation tolerance. Evaluation of routinely acquired CBCT images during radiation therapy provides biological information on the organs at risk, and dose estimation based on mCBCT could potentially form the basis for personalized response adaptive therapy.
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Affiliation(s)
- Pu Huang
- Shandong Province Key Laboratory of Medical Physics and Image Processing Technology, Institute of Biomedical Sciences, School of Physics and Electronics, Shandong Normal University, Jinan, Shandong, China
| | - Gang Yu
- Shandong Province Key Laboratory of Medical Physics and Image Processing Technology, Institute of Biomedical Sciences, School of Physics and Electronics, Shandong Normal University, Jinan, Shandong, China
| | - Jinhu Chen
- Department of Radiation Oncology, Shandong Cancer Hospital, Jinan, China
| | - Changsheng Ma
- Department of Radiation Oncology, Shandong Cancer Hospital, Jinan, China
| | - Shaohua Qin
- Shandong Province Key Laboratory of Medical Physics and Image Processing Technology, Institute of Biomedical Sciences, School of Physics and Electronics, Shandong Normal University, Jinan, Shandong, China
| | - Yong Yin
- Department of Radiation Oncology, Shandong Cancer Hospital, Jinan, China
| | - Yueqiang Liang
- Department of Radiation Oncology, Shandong Cancer Hospital, Jinan, China
| | - Hongsheng Li
- Department of Radiation Oncology, Shandong Cancer Hospital, Jinan, China
| | - Dengwang Li
- Shandong Province Key Laboratory of Medical Physics and Image Processing Technology, Institute of Biomedical Sciences, School of Physics and Electronics, Shandong Normal University, Jinan, Shandong, China
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Ji JS, Xu M, Song JJ, Zhao ZW, Chen MJ, Chen WQ, Tu JF, Yang XM. Inhibition of microRNA-126 promotes the expression of Spred1 to inhibit angiogenesis in hepatocellular carcinoma after transcatheter arterial chemoembolization: in vivo study. Onco Targets Ther 2016; 9:4357-67. [PMID: 27499630 PMCID: PMC4959414 DOI: 10.2147/ott.s106513] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
MicroRNA-126 (miR-126) has been found to promote angiogenesis, but the underlying mechanisms are still unclear. So, we conducted this study to explore the effect of miR-126 expression on angiogenesis in hepatocellular carcinoma (HCC) after transcatheter arterial chemoembolization (TACE). The expression levels of miR-126 and sprouty-related, EVH1 domain containing protein (Spred)1 in surgically resected HCC tissue, HCC tissue with TACE + operation, and tumor-adjacent tissues were determined by quantitative real-time polymerase chain reaction. The expression levels of miR-126, Spred1, and vascular endothelial growth factor were found by quantitative real-time polymerase chain reaction and Western blot. The microvessel density (MVD) of tumor tissues was determined by immunohistochemical staining. The miR-126 and Spred1 expressions in HCC tissue with TACE + operation were elevated and decreased, respectively, as compared to those in surgically resected HCC tissues and tumor-adjacent tissues (all P<0.001), which indicated that the expression of Spred1 was negatively correlated with miR-126 (P<0.001, r=−0.6224). Based on the bioinformatics analysis and luciferase reporter gene activity detection, Spred1 was found to target miR-126 (P<0.001). Inhibition of miR-126 expression reduces the degree of weight loss and tumor size in TACE model rats. The MVD in TACE + operation group was increased compared to that in the control group; inhibition of miR-126 expression had a reversal effect, to a certain extent, on MVD increase after TACE (all P<0.05). Inhibition of miR-126 expression increased Spred1 expression and decreased vascular endothelial growth factor expression (P<0.01). In summary, this study unveiled the potential mechanism by which miR-126 regulates angiogenesis in HCC tissues through embolization treatment by targeting Spred1, and also showed that the feasibility of TACE with the miR-126 inhibitor has a certain value in the medical treatment of HCC.
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Affiliation(s)
- Jian-Song Ji
- Department of Radiology, Affiliated Lishui Hospital of Zhejiang University, Fifth Affiliated Hospital of Wenzhou Medical University, Central Hospital of Zhejiang Lishui, Lishui, People's Republic of China; Department of Radiology, Lab-Yang, University of Washington, Seattle, WA, USA
| | - Min Xu
- Department of Radiology, Affiliated Lishui Hospital of Zhejiang University, Fifth Affiliated Hospital of Wenzhou Medical University, Central Hospital of Zhejiang Lishui, Lishui, People's Republic of China
| | - Jing-Jing Song
- Department of Radiology, Affiliated Lishui Hospital of Zhejiang University, Fifth Affiliated Hospital of Wenzhou Medical University, Central Hospital of Zhejiang Lishui, Lishui, People's Republic of China
| | - Zhong-Wei Zhao
- Department of Radiology, Affiliated Lishui Hospital of Zhejiang University, Fifth Affiliated Hospital of Wenzhou Medical University, Central Hospital of Zhejiang Lishui, Lishui, People's Republic of China
| | - Min-Jiang Chen
- Department of Radiology, Affiliated Lishui Hospital of Zhejiang University, Fifth Affiliated Hospital of Wenzhou Medical University, Central Hospital of Zhejiang Lishui, Lishui, People's Republic of China
| | - Wei-Qian Chen
- Department of Radiology, Affiliated Lishui Hospital of Zhejiang University, Fifth Affiliated Hospital of Wenzhou Medical University, Central Hospital of Zhejiang Lishui, Lishui, People's Republic of China
| | - Jian-Fei Tu
- Department of Radiology, Affiliated Lishui Hospital of Zhejiang University, Fifth Affiliated Hospital of Wenzhou Medical University, Central Hospital of Zhejiang Lishui, Lishui, People's Republic of China
| | - Xiao-Ming Yang
- Department of Radiology, Lab-Yang, University of Washington, Seattle, WA, USA
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