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Zhao Y, Yang Y, Lv W, Zhu S, Chen X, Wang T, Huang M, An T, Duan C, Yu X, Li Q, Chen J, Luo J, Zhou S, Lu L, Huang M, Fu S. A modified model for predicting mortality after transjugular intrahepatic portosystemic shunt: A multicentre study. Liver Int 2023. [PMID: 38010919 DOI: 10.1111/liv.15790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 10/14/2023] [Accepted: 11/05/2023] [Indexed: 11/29/2023]
Abstract
BACKGROUND AND AIMS The transjugular intrahepatic portosystemic shunt has controversial survival benefits; thus, patient screening should be performed preoperatively. In this study, we aimed to develop a model to predict post-transjugular intrahepatic portosystemic shunt mortality to aid clinical decision making. METHODS A total of 811 patients undergoing transjugular intrahepatic portosystemic shunt from five hospitals were divided into the training and external validation data sets. A modified prediction model of post-transjugular intrahepatic portosystemic shunt mortality (ModelMT ) was built after performing logistic regression. To verify the improved performance of ModelMT , we compared it with seven previous models, both in discrimination and calibration. Furthermore, patients were stratified into low-, medium-, high- and extremely high-risk subgroups. RESULTS ModelMT demonstrated a satisfying predictive efficiency in both discrimination and calibration, with an area under the curve of .875 in the training set and .852 in the validation set. Compared to previous models (ALBI, BILI-PLT, MELD-Na, MOTS, FIPS, MELD, CLIF-C AD), ModelMT showed superior performance in discrimination by statistical difference in the Delong test, net reclassification improvement and integrated discrimination improvement (all p < .050). Similar results were observed in calibration. Low-, medium-, high- and extremely high-risk groups were defined by scores of ≤160, 160-180, 180-200 and >200, respectively. To facilitate future clinical application, we also built an applet for ModelMT . CONCLUSIONS We successfully developed a predictive model with improved performance to assist in decision making for transjugular intrahepatic portosystemic shunt according to survival benefits.
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Affiliation(s)
- Yujie Zhao
- Zhuhai Interventional Medical Center, Zhuhai Hospital Affiliated with Jinan University (Zhuhai People's Hospital), Zhuhai, China
- Zhuhai Engineering Technology Research Center of Intelligent Medical Imaging, Zhuhai Hospital Affiliated with Jinan University (Zhuhai People's Hospital), Zhuhai, China
| | - Yang Yang
- Zhuhai Interventional Medical Center, Zhuhai Hospital Affiliated with Jinan University (Zhuhai People's Hospital), Zhuhai, China
| | - Weifu Lv
- Division of Life Sciences and Medicine, Interventional Radiology Department, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, China
| | - Siyu Zhu
- Department of Biostatistics, School of Public Health, Southern Medical University, Guangzhou, China
| | - Xiaoqiong Chen
- Zhuhai Interventional Medical Center, Zhuhai Hospital Affiliated with Jinan University (Zhuhai People's Hospital), Zhuhai, China
- Zhuhai Engineering Technology Research Center of Intelligent Medical Imaging, Zhuhai Hospital Affiliated with Jinan University (Zhuhai People's Hospital), Zhuhai, China
| | - Tao Wang
- School of Biomedical Engineering, Southern Medical University, Guangzhou, China
| | - Mingsheng Huang
- Department of Interventional Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Taixue An
- Department of Laboratory Medicine, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Chongyang Duan
- Department of Biostatistics, School of Public Health, Southern Medical University, Guangzhou, China
| | - Xiangrong Yu
- Zhuhai Engineering Technology Research Center of Intelligent Medical Imaging, Zhuhai Hospital Affiliated with Jinan University (Zhuhai People's Hospital), Zhuhai, China
- Department of Radiology, Zhuhai People's Hospital (Zhuhai hospital affiliated with Jinan University), Zhuhai, China
| | - Qiyang Li
- Department of Radiology, Shenzhen People's Hospital, Shenzhen, China
| | - Jinqiang Chen
- Zhuhai Interventional Medical Center, Zhuhai Hospital Affiliated with Jinan University (Zhuhai People's Hospital), Zhuhai, China
- Zhuhai Engineering Technology Research Center of Intelligent Medical Imaging, Zhuhai Hospital Affiliated with Jinan University (Zhuhai People's Hospital), Zhuhai, China
| | - Junyang Luo
- Department of Interventional Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Shuoling Zhou
- School of Biomedical Engineering, Southern Medical University, Guangzhou, China
| | - Ligong Lu
- Zhuhai Interventional Medical Center, Zhuhai Hospital Affiliated with Jinan University (Zhuhai People's Hospital), Zhuhai, China
| | - Meiyan Huang
- School of Biomedical Engineering, Southern Medical University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Medical Image Processing, Southern Medical University, Guangzhou, China
- Guangdong Province Engineering Laboratory for Medical Imaging and Diagnostic Technology, Southern Medical University, Guangzhou, China
| | - Sirui Fu
- Zhuhai Interventional Medical Center, Zhuhai Hospital Affiliated with Jinan University (Zhuhai People's Hospital), Zhuhai, China
- Zhuhai Engineering Technology Research Center of Intelligent Medical Imaging, Zhuhai Hospital Affiliated with Jinan University (Zhuhai People's Hospital), Zhuhai, China
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Zhao Y, Wang Y, Xu J. Predictive Accuracy Comparison of Prognostic Scoring Systems for Survival in Patients Undergoing TIPS Placement: A Systematic Review and Meta-analysis. Acad Radiol 2023:S1076-6332(23)00603-7. [PMID: 38000922 DOI: 10.1016/j.acra.2023.10.050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 10/25/2023] [Accepted: 10/26/2023] [Indexed: 11/26/2023]
Abstract
RATIONALE AND OBJECTIVES This meta-analysis aimed to evaluate the performance of different risk assessment models (RAMs) for survival after Transjugular Intrahepatic Portosystemic Shunt (TIPS) in patients with cirrhotic portal hypertension. MATERIALS AND METHODS A systematic search of PubMed, WOS, Embase, Cochrane, and CNKI from inception to February 2023 was conducted. We comprehensively reviewed and aggregated data from numerous studies covering prevalent RAMs such as Child-Turcotte-Pugh, the Model for End-Stage Liver Disease (MELD), MELD-Sodium (MELD-Na), the Freiburg Index of Post-TIPS Survival (FIPS), Bilirubin-platelet, Chronic Liver Failure Consortium Acute Decompensation score, and Albumin-Bilirubin grade across different timeframes. For this study, short-term is defined as outcomes within a year while long-term refers to outcomes beyond one year. The area under the receiver operating characteristic (AUC) curve or Concordance Statistics was chosen as the metric to assess predictive capacity for mortality outcomes across six predetermined time intervals. Mean effect sizes at various time points were determined using robust variance estimation. RESULTS MELD consistently stood out as a primary short-term survival predictor, particularly for 1 month (± 2 weeks) (AUC: 0.72) and 3 months of (± 1 month) survival (AUC: 0.72). MELD-Na showed the best long-term predictive ability, with an AUC of 0.70 at 3.5 years (± 1.5 years). FIPS performed well for 6 months of (± 2 months) survival (AUC: 0.68) and overall transplant-free survival (AUC: 0.75). Efficacy nuances were observed in RAMs when applied to particular subgroups. Meta-regression emphasized the potential predictor overlaps in models like MELD and FIPS. CONCLUSION This meta-analysis underscores the MELD score as the premier predictor for short-term survival following TIPS. Meanwhile, the FIPS score and MELD-Na model exhibit potential in forecasting long-term outcomes. The study accentuates the significance of RAM selection for enhancing patient outcomes and advocates for additional research to corroborate these findings and fine-tune risk assessment in TIPS.
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Affiliation(s)
- Yan Zhao
- Department of Gastroenterology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Yun Wang
- Department of Gastroenterology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Junwang Xu
- Department of Gastroenterology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
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Lu CY, Hsiao CY, Peng PJ, Huang SC, Chuang MR, Su HJ, Huang KW. DNA Methylation Biomarkers as Prediction Tools for Therapeutic Response and Prognosis in Intermediate-Stage Hepatocellular Carcinoma. Cancers (Basel) 2023; 15:4465. [PMID: 37760434 PMCID: PMC10527266 DOI: 10.3390/cancers15184465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 08/29/2023] [Accepted: 09/04/2023] [Indexed: 09/29/2023] Open
Abstract
INTRODUCTION Alfa-fetoprotein (AFP), as the main serum tumor marker of hepatocellular carcinoma (HCC), is limited in terms of specificity and ability to predict outcomes. This study investigated the clinical utility of DNA methylation biomarkers to predict therapeutic responses and prognosis in intermediate-stage HCC. METHODS This study enrolled 72 patients with intermediate-stage HCC who underwent locoregional therapy (LRT) between 2020 and 2021. The immediate therapeutic response and disease status during a two-year follow-up were recorded. Analysis was performed on 10 selected DNA methylation biomarkers via pyrosequencing analysis of plasma collected before and after LRT. RESULTS Analysis was performed on 53 patients with complete responses and 19 patients with disease progression after LRT. The mean follow-up duration was 2.4 ± 0.6 years. A methylation prediction model for tumor response (MMTR) and a methylation prediction model for early progression (MMEP) were constructed. The area under the curve (AUC) for sensitivity and specificity of MMTR was 0.79 for complete response and 0.759 for overall survival. The corresponding AUCs for sensitivity and specificity of AFP and protein induced by vitamin K absence-II (PIVKA-II) were 0.717 and 0.708, respectively. Note that the MMTR index was the only significant predictor in multivariate analysis. The AUC for sensitivity and specificity of the MMEP in predicting early progression was 0.79. The corresponding AUCs for sensitivity and specificity of AFP and PIVKA-II were 0.758 and 0.714, respectively. Multivariate analysis revealed that platelet count, beyond up-to-7 criteria, and the MMEP index were strongly correlated with early tumor progression. Combining the indexes and serum markers further improved the predictive accuracy (AUC = 0.922). Multivariate analysis revealed the MMEP index was the only independent risk factor for overall survival. DISCUSSION/CONCLUSIONS This study indicates that these methylation markers could potentially outperform current serum markers in terms of accuracy and reliability in assessing treatment response and predicting outcomes. Combining methylation markers and serum markers further improved predictive accuracy, indicating that a multi-marker approach may be more effective in clinical practice. These findings suggest that DNA methylation biomarkers may be a useful tool for managing intermediate-stage HCC patients and guiding personalized treatment, particularly for those who are at high risk for close surveillance or adjuvant treatment after LRT.
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Affiliation(s)
- Chang-Yi Lu
- Phalanx Biotech Group, Hsinchu 300, Taiwan; (C.-Y.L.); (S.-C.H.); (H.-J.S.)
| | - Chih-Yang Hsiao
- Department of Surgery and Hepatitis Research Center, National Taiwan University Hospital, Taipei 100, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei 100, Taiwan
- Department of Traumatology, National Taiwan University Hospital, Taipei 100, Taiwan
| | - Pey-Jey Peng
- Phalanx Biotech Group, Hsinchu 300, Taiwan; (C.-Y.L.); (S.-C.H.); (H.-J.S.)
| | - Shao-Chang Huang
- Phalanx Biotech Group, Hsinchu 300, Taiwan; (C.-Y.L.); (S.-C.H.); (H.-J.S.)
| | - Meng-Rong Chuang
- Phalanx Biotech Group, Hsinchu 300, Taiwan; (C.-Y.L.); (S.-C.H.); (H.-J.S.)
| | - Hung-Ju Su
- Phalanx Biotech Group, Hsinchu 300, Taiwan; (C.-Y.L.); (S.-C.H.); (H.-J.S.)
| | - Kai-Wen Huang
- Department of Surgery and Hepatitis Research Center, National Taiwan University Hospital, Taipei 100, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei 100, Taiwan
- Center for Functional Image and Interventional Therapy, National Taiwan University, Taipei 100, Taiwan
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Xiong B, Yang C, Zhu X, Zhou C, Chen S, Zhang Z, Wu X, Huang S. The Added Value of Sarcopenia on Existing Risk Scores to Predict Mortality after TIPS Placement: A Multicenter Study. Acad Radiol 2023; 30 Suppl 1:S246-S256. [PMID: 37029067 DOI: 10.1016/j.acra.2023.03.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Revised: 03/09/2023] [Accepted: 03/10/2023] [Indexed: 04/08/2023]
Abstract
RATIONALE AND OBJECTIVES Multiple prognostic scores have been applied for predicting survival after TIPS placement. The aim was to evaluate the added value of sarcopenia on existing risk scores and develop a sarcopenia-based scoring system for survival prediction and risk stratification. MATERIALS AND METHODS In the derivation cohort of 386 cirrhotic patients undergoing TIPS, five risk scores (Child-Pugh, MELD, MELD-Na, MELD 3.0, and FIPS) were compared for prediction of short- and long-term mortality after TIPS. Sarcopenia was diagnosed based on the L3 skeletal muscle index and was incorporated into existing scores to assess its added value. A novel sarcopenia-based score was developed and externally validated in an independent cohort of 198 patients undergoing TIPS. RESULTS Among existing scores, the FIPS score showed the highest discrimination (c-index: 0.756-0.783) and calibration (Brier score: 0.059-0.127). Besides, the FIPS score was significantly associated with the severity of baseline sarcopenia and reversal of sarcopenia after TIPS. The inclusion of sarcopenia improved discrimination of existing scores in different degrees and sarcopenia could stratify the low-risk categories deemed by these scores. A FIPS-sarcopenia score was developed, showing superior discrimination over existing scores (c-index: 0.777-0.804 in the derivation cohort, 0.738-0.788 in the validation cohort). With a determined cutoff of 0.8, this score allowed for the identification of two prognostic subgroups with distinct prognoses. CONCLUSION FIPS score was highly correlated with the severity of sarcopenia and sarcopenia reversal after TIPS, and sarcopenia could improve the prognostic ability of existing scores. A FIPS-sarcopenia score was developed and validated, showing improved survival prediction and risk stratification.
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Affiliation(s)
- Bin Xiong
- Department of Interventional Radiology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China (B.X., X.W.).
| | - Chongtu Yang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China (C.Y.); Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China (C.Y., C.Z., S.H.)
| | - Xiaoli Zhu
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University (X.Z., Z.Z.)
| | - Chen Zhou
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China (C.Y., C.Z., S.H.)
| | - Shirui Chen
- Department of Dermatology, Chengdu Second People's Hospital, Chengdu, China (S.C.)
| | - Zichen Zhang
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University (X.Z., Z.Z.)
| | - Xiaomei Wu
- Department of Interventional Radiology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China (B.X., X.W.)
| | - Songjiang Huang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China (C.Y.); Department of Interventional Radiology, Zhongshan Hospital, Fudan University, Shanghai, China (S.H.)
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Sohal A, Chaudhry H, Kohli I, Arora K, Patel J, Dhillon N, Singh I, Dukovic D, Roytman M. Frailty as a risk-stratification tool in patients undergoing transjugular intrahepatic portosystemic shunt (TIPS). J Frailty Sarcopenia Falls 2023; 8:83-93. [PMID: 37275658 PMCID: PMC10233326 DOI: 10.22540/jfsf-08-083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/08/2023] [Indexed: 06/07/2023] Open
Abstract
Objectives The concept of frailty has gained importance, especially in patients with liver disease. Our study systematically investigated the effect of frailty on post-procedural outcomes in patients undergoing transjugular intrahepatic portosystemic shunt (TIPS). Methods We used National Inpatient Sample(NIS) 2016-2019 data to identify patients who underwent TIPS. Hospital frailty risk score (HFRS) was used to classify patients as frail (HFRS>=5) and non-frail (HFRS<5). The relationship between frailty and outcomes such as death, post-procedural shock, non-home discharge, length of stay (LOS), post-procedural LOS, and total hospitalization charges (THC) was assessed. Results A total of 13,700 patients underwent TIPS during 2016-2019. Of them, 5,995 (43.76%) patients were frail, while 7,705 (56.24%) were non-frail. There were no significant differences between the two groups based on age, gender, race, insurance, and income. Frail patients had higher mortality (15.18% vs. 2.07%, p<0.001), a higher incidence of non-home discharge (53.38% vs. 19.08%, p<0.001), a longer overall LOS (12.5 days vs. 3.35,p<0.001), longer post-procedural stay (8.2 days vs. 3.4 days, p<0.001), and higher THC ($240,746.7 vs. $121,763.1, p<0.001) compared to the non-frail patients. On multivariate analysis, frail patients had a statistically significant higher risk of mortality (aOR-3.22, 95% CI-1.98- 5.00, p<0.001). Conclusion Frailty assessment can be beneficial in risk stratification in patients undergoing TIPS.
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Affiliation(s)
- Aalam Sohal
- Department of Hepatology, Liver Institute Northwest, Seattle, USA
| | - Hunza Chaudhry
- Department of Internal Medicine, University of California, San Francisco, Fresno, USA
| | - Isha Kohli
- Department of Public Health, Icahn School of Medicine, Mount Sinai, New York, USA
| | - Kirti Arora
- Dayanand Medical College and Hospital, India
| | - Jay Patel
- Department of Internal Medicine, Orange Park Medical Center, Orange Park, Florida, USA
| | | | | | - Dino Dukovic
- Ross University School of Medicine, Barbados, USA
| | - Marina Roytman
- Department of Gastroenterology and Hepatology, University of California, San Francisco, Fresno, USA
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Song J, Wang X, Yan Y, Xiang T, Luo X. MELD 3.0 Score for Predicting Survival in Patients with Cirrhosis After Transjugular Intrahepatic Portosystemic Shunt Creation. Dig Dis Sci 2023. [PMID: 36715817 DOI: 10.1007/s10620-023-07834-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Accepted: 01/09/2023] [Indexed: 01/31/2023]
Abstract
BACKGROUND AND AIMS The selection of appropriate candidates for transjugular intrahepatic portosystemic shunt (TIPS) is important and challenging. To validate the Model for End-Stage Liver Disease (MELD) 3.0 in predicting mortality in patients with cirrhosis after TIPS creation. METHODS A total of 855 consecutive patients with cirrhosis from December 2011 to October 2019 who underwent TIPS placement were retrospectively reviewed. The prognostic value of the MELD 3.0, MELD, MELD-Na, Child-Pugh and FIPS score was assessed using Harrell's C concordance index (c-index). The Hosmer-Lemeshow test was used to test the goodness of fit of all models and the calibration plot was drawn. RESULTS The c-index of the MELD 3.0 in predicting 3-month mortality was 0.727 (0.645-0.808), which were significantly superior to the MELD (0.663 [0.565-0.761]; P = 0.015), MELD-Na (0.672 [0.577-0.768]; P = 0.008) and FIPS (0.582 [0.477-0.687]; P = 0.015). The Child-Pugh score reached c-indices of 0.754 (0.673-0.835), 0.720 (0.649-0.792), 0.705 (0.643-0.766) and 0.665 (0.614-0.716) for 3-month, 6-month, 1-year, and 2-year mortality, respectively, which seems comparable to MELD 3.0. A MELD 3.0 of 14 could be used as a cut-off point for discriminating between high- and low-risk patients. The MELD 3.0 could stratify patients with Child-Pugh grade B (log-rank P < 0.001). The Child-Pugh score could stratify patients defined as low risk by MELD 3.0 (log-rank P < 0.001). CONCLUSIONS The MELD 3.0 was significantly superior to the MELD, MELD-Na and FIPS scores in predicting mortality in patients with cirrhosis after TIPS creation.
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Park SB, Jeon JW, Shin HP. The Risk of Endoscopy-Related Bleeding in Patients with Liver Cirrhosis: A Retrospective Study. Medicina (Kaunas) 2023; 59. [PMID: 36676794 DOI: 10.3390/medicina59010170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 01/10/2023] [Accepted: 01/13/2023] [Indexed: 01/19/2023]
Abstract
Background and Objectives: The risk of bleeding after endoscopic procedures in patients with liver cirrhosis remains unclear because of secondary blood coagulation disorders. In this study, we used various indices to evaluate the risk of bleeding in patients with cirrhosis. Materials and Methods: Patients with liver cirrhosis aged ≥18 years who underwent endoscopic interventions at Kyung Hee University Hospital at Gangdong between February 2007 and September 2021 were included. Clinical information, including demographic data, laboratory results, the presence of cirrhosis complications, and the degree of fibrosis, was checked and evaluated based on medical records. Results: A total of 101 patients with cirrhosis were analyzed. A total of 16 of the 101 patients (15.8%) experienced bleeding after the endoscopic procedure. One patient (0.99%) presented with spurting, while the others presented with mild oozing. All patients underwent hemostatic procedures using hemoclips. The presence of a varix significantly increased post-endoscopic bleeding (p = 0.03). Patients with FIB > 3.25 showed a statistically significant bleeding tendency (p = 0.00). Conclusions: There was no significant difference in bleeding risk according to the platelet count, prothrombin time, Child−Pugh score, and model for end-stage liver disease (MELD). Considering the degree of liver fibrosis and the invasiveness of the planned procedure, most endoscopic procedures can be performed safely but should be further evaluated in a cohort with a larger sample size.
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Wang P, Yang S, Li C, Han X, Hong D, Shao H. Nomogram-based development and evaluation for predictions of 30-day and 1-year survival in patients with spontaneously ruptured hepatocellular carcinoma. BMC Cancer 2022; 22:1177. [PMCID: PMC9664604 DOI: 10.1186/s12885-022-10290-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Accepted: 11/07/2022] [Indexed: 11/17/2022] Open
Abstract
Background Accurately predicting the prognosis of patients with spontaneously ruptured hepatocellular carcinoma (HCC) is crucial for effective clinical management. The aim of the present study was to establish and evaluate prediction models for 30-day and 1-year survival in patients with spontaneously ruptured HCC. Methods A total of 118 patients with spontaneous rupture HCC were enrolled. Univariate and multivariate analyses were performed using logistic-regression model and Cox proportional-hazard model. The identified indicators were used to establish prediction models, the performance of which we compared with those of commonly used liver disease scoring models. The survival possibilities of different risk categories were calculated using the newly developed models. Results Largest tumor size (LTS), serum albumin (ALB), total bilirubin (TBil), and serum creatinine were identified as independent predictors, which were used to establish a 30-day survival prediction model. LTS, BCLC staging, ALB, TBil, hepatectomy at rupture, and TACE during follow-up were identified as independent predictors of 1-year survival model. The 30-day survival model had sensitivity of 79.3%, specificity of 87.1%, and an AUC of 0.879, exhibiting better predictive performance than scores for Chronic Liver Failure Consortium Acute Decompensation score (CLIF-C ADs) and Model for End-stage Liver Disease (MELD). The 1-year survival model had sensitivity of 66.7%, specificity of 94.6%, and an AUC of 0.835, showing better predictive performance than Albumin–Bilirubin (ALBI), Child–Pugh, CLIF-C ADs, and MELD. After stratification, survival possibilities were 90.9 and 21.1% in low- and high-risk groups within 30 days, respectively, and 43.90, 4.35%, and 0 in low-, intermediate-, and high-risk groups at 1 year, respectively. Conclusions The established models exhibited good performance in predicting both 30-day and 1-year survival in patients with spontaneously ruptured HCC.
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Affiliation(s)
- Peng Wang
- grid.412636.40000 0004 1757 9485Department of Interventional Radiology, the First Hospital of China Medical University, Shenyang, China
| | - Shuping Yang
- grid.412636.40000 0004 1757 9485Department of Pain Medicine, the First Hospital of China Medical University, Shenyang, China
| | - Chao Li
- grid.412558.f0000 0004 1762 1794Department of Radiology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xiangjun Han
- grid.412636.40000 0004 1757 9485Department of Interventional Radiology, the First Hospital of China Medical University, Shenyang, China
| | - Duo Hong
- grid.412636.40000 0004 1757 9485Department of Interventional Radiology, the First Hospital of China Medical University, Shenyang, China
| | - Haibo Shao
- grid.412636.40000 0004 1757 9485Department of Interventional Radiology, the First Hospital of China Medical University, Shenyang, China
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Song J, Wang X, Yan Y, Xiang T, Luo X. Validating the prognostic value of Freiburg index of posttransjugular intrahepatic portosystemic shunt survival score and classic scores in Chinese patients with implantation of transjugular intrahepatic portosystemic shunt. Eur J Gastroenterol Hepatol 2022; 34:1074-80. [PMID: 36062497 DOI: 10.1097/MEG.0000000000002427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
BACKGROUND AND AIMS It is important and challenging to evaluate the survival of cirrhotic patients undergoing transjugular intrahepatic portosystemic shunt (TIPS). We aimed to validate the Freiburg index of post-TIPS survival (FIPS) score and classic scores for predicting mortality in Chinese patients after TIPS creation. METHODS A total of 709 consecutive patients with cirrhosis from December 2011 to July 2018 who underwent TIPS placement were retrospectively reviewed. The prognostic value of the FIPS score, the model for end-stage liver disease (MELD) score, Child-Pugh score and Chronic Liver Failure Consortium Acute Decompensation score was validated with the receiver operating characteristic (ROC) curve and DeLong et al. test. RESULTS The MELD-Na score was superior to the FIPS score in predicting 1-month mortality [AUROC, 0.727 (0.692-0.759) vs. 0.588 (0.551-0.625); P = 0.048]. The MELD and MELD-Na scores were significant superior to the FIPS score in predicting 3-month mortality [AUROC, 0.730 (0.696-0.762) vs. 0.598 (0.561-0.634); P = 0.044 and 0.740 (0.706-0.772) vs. 0.598 (0.561-0.634); P = 0.028]. Subgroup analyses revealed that Child-Pugh score was better than FIPS score in predicting 3-month mortality [AUROC, 0.797 (0.745-0.843) vs. 0.578 (0.517-0.637); P = 0.049] in nonviral cirrhosis group. CONCLUSION Classic scores still had good risk stratification and predictive ability of post-TIPS mortality. The FIPS score was not superior to the classic scores in the current Chinese cohort. The MELD and MELD-Na scores were significantly superior to the FIPS score in predicting 3-month mortality.
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Chapin SE, Goldberg DS, Kaplan DE, Mahmud N. External Validation of the FIPS Score for Post-TIPS Mortality in a National Veterans Affairs Cohort. Dig Dis Sci 2022; 67:4581-4589. [PMID: 34797445 PMCID: PMC9117561 DOI: 10.1007/s10620-021-07307-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 10/25/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND The Freiburg index of post-TIPS survival (FIPS) score was recently demonstrated to improve prediction of post-TIPS mortality relative to existing standards. As this score was derived from a German cohort over an extended time period, it is unclear if performance will translate well to other settings. This study aimed to externally validate the FIPS score in a large Veterans Affairs (VA) cohort over two separate eras of TIPS-related care. METHODS This was a retrospective cohort study of patients with cirrhosis who underwent TIPS placement in the VA from 2008 to 2020. Cox regression models for post-TIPS survival were constructed using FIPS, MELD, MELD-Na, or CTP scores as predictors. Discrimination (Harrell's C) and calibration (joint tests of calibration curve slope and intercept) were evaluated for each score. A stratified analysis was performed for time periods between 2008-2013 and 2014-2020. RESULTS The cohort of 1,274 patients was 97.3% male with mean age 60.9 years and mean MELD-Na 14. The FIPS score demonstrated the highest overall discrimination versus MELD, MELD-Na, and CTP (0.634 vs. 0.585, 0.626, 0.612, respectively). However, in the modern treatment era (2014-2020), the FIPS score performed similarly to MELD-Na. Additionally, the FIPS score demonstrated poor calibration at one-month and six-month post-TIPS timepoints (joint p = 0.04 and 0.004, respectively). MELD, MELD-Na, and CTP were well-calibrated at each timepoint (each joint p > 0.05). CONCLUSION The FIPS score performed similarly to MELD-Na in the modern TIPS treatment era and demonstrated regions of poor calibration. Future models derived with contemporary data may improve prediction of post-TIPS mortality.
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Affiliation(s)
- Sara E Chapin
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - David S Goldberg
- Division of Digestive Health and Liver Diseases, Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - David E Kaplan
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
| | - Nadim Mahmud
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
- Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA.
- Leonard David Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA.
- Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology & Informatics, Perelman School of Medicine, University of Pennsylvania, 3400 Civic Center Boulevard, 4th Floor, South Pavilion, Philadelphia, PA, 19104, USA.
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11
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Yang C, Xiong B. A comprehensive review of prognostic scoring systems to predict survival after transjugular intrahepatic portosystemic shunt placement. Portal Hypertension & Cirrhosis 2022; 1:133-144. [DOI: 10.1002/poh2.28] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Accepted: 06/05/2022] [Indexed: 09/01/2023]
Abstract
AbstractPatient prognosis after transjugular intrahepatic portosystemic shunt (TIPS) placement is relatively poor and highly heterogeneous; therefore, a prognostic scoring system is essential for survival prediction and risk stratification. Conventional scores include the Child–Turcotte–Pugh (CTP) and model for end‐stage liver disease (MELD) scores. The CTP score was created empirically and displayed a high correlation with post‐TIPS survival. However, the inclusion of subjective parameters and the use of discrete cut‐offs limit its utility. The advantages of the MELD score include its statistical validation and objective and readily available predictors that contribute to its broad application in clinical practice to predict post‐TIPS outcomes. In addition, multiple modifications of the MELD score, by incorporating additional predictors (e.g., MELD‐Sodium and MELD‐Sarcopenia scores), adjusting coefficients (recalibrated MELD score), or combined (MELD 3.0), have been proposed to improve the prognostic ability of the standard MELD score. Despite several updates to conventional scores, a prognostic score has been proposed (based on contemporary data) specifically for outcome prediction after TIPS placement. However, this novel score (the Freiburg index of post‐TIPS survival, FIPS) exhibited inconsistent discrimination in external validation studies, and its superiority over conventional scores remains undetermined. Additionally, several tools display potential for application in specific TIPS indications (e.g., bilirubin‐platelet grade for refractory ascites), and biomarkers of systemic inflammation, nutritional status, liver disease progression, and cardiac decompensation may provide additional value, but require further validation. Future studies should consider the effect of TIPS placement when exploring predictors, as TIPS is a pathophysiological approach that substantially alters systemic hemodynamics and ameliorates bacterial translocation and malnutrition.
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Affiliation(s)
- Chongtu Yang
- Department of Radiology Union Hospital, Tongji Medical College Huazhong University of Science and Technology Wuhan China
- Hubei Province Key Laboratory of Molecular Imaging Wuhan China
| | - Bin Xiong
- Department of Radiology Union Hospital, Tongji Medical College Huazhong University of Science and Technology Wuhan China
- Hubei Province Key Laboratory of Molecular Imaging Wuhan China
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12
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Ho SY, Liu PH, Hsu CY, Huang YH, Liao JI, Su CW, Hou MC, Huo TI. Tumor burden score as a new prognostic surrogate in patients with hepatocellular carcinoma undergoing radiofrequency ablation: role of albumin-bilirubin (ALBI) grade vs easy ALBI grade. Expert Rev Gastroenterol Hepatol 2022; 16:903-911. [PMID: 35999514 DOI: 10.1080/17474124.2022.2117156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Tumor burden score (TBS) was proposed to represent tumor burden in solid tumors, including hepatocellular carcinoma (HCC). The prognostic role of TBS in HCC patients in relation to recently introduced liver reserve markers, albumin-bilirubin (ALBI) grade, and easy (EZ)-ALBI grade, is unclear. We aimed to investigate the feasibility of TBS in HCC patients undergoing radiofrequency ablation (RFA). RESEARCH DESIGN AND METHODS A total of 576 treatment-naïve patients with HCC undergoing RFA were analyzed. The multivariate Cox analysis was used to identify independent predictors associated with tumor recurrence and long-term survival. RESULTS Patients with high TBS had increased risk of tumor recurrence and mortality compared with those with low TBS. The Cox analysis showed that serum ɑ-fetoprotein (AFP) level >20 ng/mL, medium and high TBS, ALBI grade 2 and grade 3, EZ-ALBI grade 2 and grade 3 were associated with tumor recurrence and decreased patient survival (all p <0.05). In addition, TBS can reliably stratify tumor recurrence and overall survival in different ALBI and EZ-ALBI grade groups. CONCLUSIONS TBS is a simple and feasible prognostic surrogate to predict tumor recurrence and survival in HCC patients undergoing RFA. Its prognostic ability remains stable in patients with variable liver functional reserve.
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Affiliation(s)
- Shu-Yein Ho
- Division of Gastroenterology and Hepatology, Min-Sheng General Hospital, Taoyuan, Taiwan.,Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan.,School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Po-Hong Liu
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Chia-Yang Hsu
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,VA Sierra Nevada Health Care System, Reno, Nevada, USA
| | - Yi-Hsiang Huang
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Jia-I Liao
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Chien-Wei Su
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Ming-Chih Hou
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Teh-Ia Huo
- Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan.,School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Institute of Pharmacology, National Yang Ming Chiao Tung University, Taipei, Taiwan
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13
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Wang P, Moses AS, Li C, Chen S, Qi X, Xu K, Shao HB, Han XJ. Prognosis factors of predicting survival in spontaneously ruptured hepatocellular carcinoma. Hepatol Int 2022; 16:1330-1338. [PMID: 36002714 DOI: 10.1007/s12072-022-10403-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 07/10/2022] [Indexed: 11/28/2022]
Abstract
AIM To investigate predictors affecting survival in patients with spontaneously ruptured hepatocellular carcinoma (srHCC). METHODS One-hundred-and-twenty-seven patients experiencing srHCC between January 2010 and December 2020 were enrolled. The clinical features, treatments, and outcomes were reviewed. Statistics included univariate analysis, Kaplan-Meier analysis, multivariate analysis using Cox proportional hazards model and logistic regression model, and receiver operating characteristic (ROC) curve analysis. RESULTS Of the 127 srHCC patients, 24, 42, and 61 patients received conservative treatment, surgical treatment, and transarterial chemoembolization/embolization (TACE/TAE) treatment at HCC rupture, respectively. The largest tumor size [hazard ratio (HR) 1.127; p < 0.001], Barcelona-Clinic Liver Cancer (BCLC) stage (HR 2.184, p = 0.023), international normalized ratio (INR; HR 3.895; p = 0.012), total bilirubin level (TBil; HR 1.014; p = 0.014), TACE after rupture (compared with conservative treatment) (HR 0.549; p = 0.029), TACE/TAE and surgery at rupture, and albumin level (HR 0.949; p = 0.017) were independent predictors affecting overall survival. A survival predictive model for HCC rupture (SPHR) using these predictors was created. ROC analysis showed that the area under the curve (AUC) of the SPHR model for 30 day survival was 0.925, and the AUCs of the model for end-stage liver disease (MELD) score and Child-Pugh score for 30 day survival were 0.767 and 0.757, respectively. CONCLUSION The largest tumor size, advanced BCLC stage, higher INR and TBil, lower albumin, and conservative treatment were negative independent predictors for overall survival. The SPHR model may be more suitable than the MELD score and Child-Pugh score for predicting 30 day survival in srHCC.
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Affiliation(s)
- Peng Wang
- Department of Interventional Radiology, The First Affiliated Hospital of China Medical University, Shenyang, 110001, Liaoning, China
| | - Abraham S Moses
- Department of Pharmaceutical Sciences, College of Pharmacy, Oregon State University, Portland, OR, 97201, USA
| | - Chao Li
- Department of Interventional Radiology, The First Affiliated Hospital of China Medical University, Shenyang, 110001, Liaoning, China
| | - Song Chen
- Department of Interventional Radiology, The First Affiliated Hospital of China Medical University, Shenyang, 110001, Liaoning, China
| | - Xun Qi
- Department of Interventional Radiology, The First Affiliated Hospital of China Medical University, Shenyang, 110001, Liaoning, China
| | - Ke Xu
- Department of Interventional Radiology, The First Affiliated Hospital of China Medical University, Shenyang, 110001, Liaoning, China
| | - Hai-Bo Shao
- Department of Interventional Radiology, The First Affiliated Hospital of China Medical University, Shenyang, 110001, Liaoning, China
| | - Xiang-Jun Han
- Department of Interventional Radiology, The First Affiliated Hospital of China Medical University, Shenyang, 110001, Liaoning, China.
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14
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Fürschuß L, Rainer F, Effenberger M, Niederreiter M, Portugaller RH, Horvath A, Fickert P, Stadlbauer V. A novel score predicts mortality after transjugular intrahepatic portosystemic shunt: MOTS - Modified TIPS Score. Liver Int 2022; 42:1849-1860. [PMID: 35261130 PMCID: PMC9539997 DOI: 10.1111/liv.15236] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2021] [Revised: 02/04/2022] [Accepted: 03/02/2022] [Indexed: 02/13/2023]
Abstract
BACKGROUND AND AIMS The high risk for severe shunting-related post-interventional complications demands a stringent selection of candidates for transjugular intrahepatic portosystemic shunt (TIPS). We aimed to develop a simple and reliable tool to accurately predict early post-TIPS mortality. METHODS 144 cases of TIPS implantation were retrospectively analysed. Using univariate and multivariate Cox regression analysis of factors predicting mortality within 90 days after TIPS, a score integrating urea, international normalized ratio (INR) and bilirubin was developed. The Modified TIPS-Score (MOTS) ranges from 0 to 3 points: INR >1.6, urea >71 mg/dl and bilirubin >2.2 mg/dl account for one point each. Additionally, MOTS was tested in an external validation cohort (n = 187) and its performance was compared to existing models. RESULTS Modified TIPS-Score achieved a significant prognostic discrimination reflected by 90-day mortality of 8% in patients with MOTS 0-1 and 60% in patients with MOTS 2-3 (p < .001). Predictive performance (area under the curve) of MOTS was accurate (c = 0.845 [0.73-0.96], p < .001), also in patients with renal insufficiency (c = 0.830 [0.64-1.00], p = .02) and in patients with refractory ascites (c = 0.949 [0.88-1.00], p < .001), which are subgroups with particular room for improvement of post-TIPS mortality prediction. The results were reproducible in the validation cohort. CONCLUSIONS Modified TIPS-Score is a novel, practicable tool to predict post-TIPS mortality, that can significantly simplify clinical decision making. Its practical applicability should be further investigated.
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Affiliation(s)
- Luisa Fürschuß
- Department of Internal Medicine, Research Unit “Transplantation Research”Medical University of GrazGrazAustria
| | - Florian Rainer
- Department of Internal Medicine, Research Unit “Transplantation Research”Medical University of GrazGrazAustria
| | - Maria Effenberger
- Department of Internal Medicine I, Gastroenterology, Hepatology and Endocrinology & MetabolismMedical University of InnsbruckInnsbruckAustria
| | - Markus Niederreiter
- Department of Internal Medicine I, Gastroenterology, Hepatology and Endocrinology & MetabolismMedical University of InnsbruckInnsbruckAustria
| | - Rupert H. Portugaller
- Division of Vascular and Interventional Radiology, Department of RadiologyMedical University of GrazGrazAustria
| | - Angela Horvath
- Department of Internal Medicine, Research Unit “Transplantation Research”Medical University of GrazGrazAustria,Centre for Biomarker Research in Medicine (CBmed)GrazAustria
| | - Peter Fickert
- Department of Internal Medicine, Research Unit “Transplantation Research”Medical University of GrazGrazAustria
| | - Vanessa Stadlbauer
- Department of Internal Medicine, Research Unit “Transplantation Research”Medical University of GrazGrazAustria,Centre for Biomarker Research in Medicine (CBmed)GrazAustria
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15
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Keimburg SA, Theysohn J, Buechter M, Rashidi-Alavijeh J, Willuweit K, Schneider H, Wetter A, Maasoumy B, Lange C, Wedemeyer H, Markova AA. FIB-4 and APRI as Predictive Factors for Short- and Long-Term Survival in Patients with Transjugular Intrahepatic Portosystemic Stent Shunts. Biomedicines 2022; 10:biomedicines10051018. [PMID: 35625755 PMCID: PMC9138812 DOI: 10.3390/biomedicines10051018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 04/15/2022] [Accepted: 04/22/2022] [Indexed: 12/10/2022] Open
Abstract
(1) Background: Transjugular intrahepatic portosystemic shunt (TIPS) is a standard therapy for portal hypertension. We aimed to explore the association of established baseline scores with TIPS outcomes. (2) Methods: In total, 136 liver cirrhosis patients underwent TIPS insertion, mainly to treat refractory ascites (86%), between January 2016 and December 2019. An external validation cohort of 187 patients was chosen. (3) Results: The majority of the patients were male (62%); the median follow-up was 715 days. The baseline Child—Turcotte−Pugh stage was A in 14%, B in 75% and C in 11%. The patients’ liver-transplant-free (LTF) survival rates after 3, 12 and 24 months were 87%, 72% and 61%, respectively. In the univariate analysis, neither bilirubin, nor the international normalized ratio (INR), nor liver enzymes were associated with survival. However, both the APRI (AST-to-platelet ratio index) and the FIB-4 (fibrosis-4 score) were associated with LTF survival. For patients with FIB-4 > 3.25, the hazard ratio for mortality after 2 years was 3.952 (p < 0.0001). Liver-related clinical events were monitored for 24 months. High FIB-4 scores were predictive of liver-related events (HR = 2.404, p = 0.001). Similarly, in our validation cohort, LTF survival was correlated with the APRI and FIB-4 scores. (4) Conclusions: Well-established scores that reflect portal hypertension and biochemical disease activity predict long-term outcomes after TIPS and support clinical decisions over TIPS insertion.
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Affiliation(s)
- Simone Anna Keimburg
- Department of Gastroenterology and Hepatology, University Hospital Essen, Hufelandstrasse 55, 45147 Essen, Germany; (S.A.K.); (M.B.); (J.R.-A.); (K.W.); (C.L.); (H.W.)
| | - Jens Theysohn
- Institute of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Hufelandstrasse 55, 45147 Essen, Germany; (J.T.); (A.W.)
| | - Matthias Buechter
- Department of Gastroenterology and Hepatology, University Hospital Essen, Hufelandstrasse 55, 45147 Essen, Germany; (S.A.K.); (M.B.); (J.R.-A.); (K.W.); (C.L.); (H.W.)
| | - Jassin Rashidi-Alavijeh
- Department of Gastroenterology and Hepatology, University Hospital Essen, Hufelandstrasse 55, 45147 Essen, Germany; (S.A.K.); (M.B.); (J.R.-A.); (K.W.); (C.L.); (H.W.)
| | - Katharina Willuweit
- Department of Gastroenterology and Hepatology, University Hospital Essen, Hufelandstrasse 55, 45147 Essen, Germany; (S.A.K.); (M.B.); (J.R.-A.); (K.W.); (C.L.); (H.W.)
| | - Hannah Schneider
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Carl-Neuberg-Str.1, 30625 Hannover, Germany; (H.S.); (B.M.)
| | - Axel Wetter
- Institute of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Hufelandstrasse 55, 45147 Essen, Germany; (J.T.); (A.W.)
| | - Benjamin Maasoumy
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Carl-Neuberg-Str.1, 30625 Hannover, Germany; (H.S.); (B.M.)
| | - Christian Lange
- Department of Gastroenterology and Hepatology, University Hospital Essen, Hufelandstrasse 55, 45147 Essen, Germany; (S.A.K.); (M.B.); (J.R.-A.); (K.W.); (C.L.); (H.W.)
| | - Heiner Wedemeyer
- Department of Gastroenterology and Hepatology, University Hospital Essen, Hufelandstrasse 55, 45147 Essen, Germany; (S.A.K.); (M.B.); (J.R.-A.); (K.W.); (C.L.); (H.W.)
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Carl-Neuberg-Str.1, 30625 Hannover, Germany; (H.S.); (B.M.)
| | - Antoaneta Angelova Markova
- Department of Gastroenterology and Hepatology, University Hospital Essen, Hufelandstrasse 55, 45147 Essen, Germany; (S.A.K.); (M.B.); (J.R.-A.); (K.W.); (C.L.); (H.W.)
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Carl-Neuberg-Str.1, 30625 Hannover, Germany; (H.S.); (B.M.)
- Correspondence:
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16
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Sun SH, Eche T, Dorczynski C, Otal P, Revel-Mouroz P, Zadro C, Partouche E, Fares N, Maulat C, Bureau C, Schwartz LH, Rousseau H, Dercle L, Mokrane FZ. Predicting death or recurrence of portal hypertension symptoms after TIPS procedures. Eur Radiol 2022; 32:3346-3357. [PMID: 35015124 DOI: 10.1007/s00330-021-08437-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 09/25/2021] [Accepted: 10/24/2021] [Indexed: 11/28/2022]
Abstract
BACKGROUND Accurate prediction of portal hypertension recurrence after transjugular intrahepatic portosystemic shunt (TIPS) placement will improve clinical decision-making. PURPOSE To evaluate if perioperative variables could predict disease-free survival (DFS) in cirrhotic patients with portal hypertension (PHT) treated with TIPS. MATERIALS AND METHODS We recruited 206 cirrhotic patients with PHT treated with TIPS, randomly assigned to training (n = 138) and validation (n = 68) sets. We recorded 7 epidemiological, 4 clinical, and 9 radiological variables. TIPS-distal end positioning (TIPS-DEP) measured the distance between the distal end of the stent and the hepatocaval junction on contrast-enhanced CT scans. In the training set, the signature was defined as the random forest for survival algorithm achieving the lowest error rate for the prediction of DFS which was landmarked 4 weeks after the TIPS procedure. In the training set, a simple to use scoring system was derived from variables selected by the signature. The primary endpoint was to assess if TIPS-DEP was associated with DFS. The secondary endpoint was to validate the scoring system in the validation set. RESULTS Overall, patients with TIPS-DEP ≥ 6 mm (n = 49) had a median DFS of 24.5 months vs. 72.8 months otherwise (n = 157, p = 0.004). In the training set, the scoring system was calculated by adding age ≥ 60 years old, Child-Pugh B or C, and TIPS-DEP ≥ 6 mm (1 point each) since the signature showed high DFS probability at 6.5 months post-landmark in patients that did not meet these criteria: 86%, 80%, and 78%, respectively. The hazard ratio [95 CI] between patients determined to be low-risk (< 2 points) and high-risk (≥ 2 points) was 2.30 [1.35-3.93] (p = 0.002) in the training set and 2.01 [0.94-4.32] (p = 0.072) in the validation set. CONCLUSION TIPS-DEP is an actionable radiological biomarker which can be combined with age and Child-Pugh score to predict death or PHT symptom recurrence after TIPS procedure. KEY POINTS • TIPS-DEP measurement was the third most important but only actionable variable for predicting DFS. • TIPS-DEP < 6 mm was associated with a DFS probability of 78% at 6.5 months post-landmark. • A simple scoring system calculated using age, Child-Pugh score, and TIPS-DEP predicted DFS after TIPS.
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Affiliation(s)
- Shawn H Sun
- Department of Radiology, Columbia University Vagellos College of Physicians and Surgeons, New York, NY, 10032, USA.,Department of Radiology, New York Presbyterian Hospital, New York, NY, USA
| | - Thomas Eche
- Radiology Department, Rangueil University Hospital, 1, avenue du Professeur Jean Poulhes, 31059, Toulouse, France
| | - Chloé Dorczynski
- Radiology Department, Rangueil University Hospital, 1, avenue du Professeur Jean Poulhes, 31059, Toulouse, France
| | - Philippe Otal
- Radiology Department, Rangueil University Hospital, 1, avenue du Professeur Jean Poulhes, 31059, Toulouse, France
| | - Paul Revel-Mouroz
- Radiology Department, Rangueil University Hospital, 1, avenue du Professeur Jean Poulhes, 31059, Toulouse, France
| | - Charline Zadro
- Radiology Department, Rangueil University Hospital, 1, avenue du Professeur Jean Poulhes, 31059, Toulouse, France
| | - Ephraim Partouche
- Radiology Department, Rangueil University Hospital, 1, avenue du Professeur Jean Poulhes, 31059, Toulouse, France
| | - Nadim Fares
- Hepato-Gastroenterology Department, Purpan University Hospital, Toulouse, France
| | - Charlotte Maulat
- The Digestive Surgery and Liver Transplantation Department, Toulouse University Hospital, Toulouse, France
| | - Christophe Bureau
- Hepato-Gastroenterology Department, Purpan University Hospital, Toulouse, France
| | - Lawrence H Schwartz
- Department of Radiology, Columbia University Vagellos College of Physicians and Surgeons, New York, NY, 10032, USA.,Department of Radiology, New York Presbyterian Hospital, New York, NY, USA
| | - Hervé Rousseau
- Radiology Department, Rangueil University Hospital, 1, avenue du Professeur Jean Poulhes, 31059, Toulouse, France
| | - Laurent Dercle
- Department of Radiology, Columbia University Vagellos College of Physicians and Surgeons, New York, NY, 10032, USA. .,Department of Radiology, New York Presbyterian Hospital, New York, NY, USA.
| | - Fatima-Zohra Mokrane
- Radiology Department, Rangueil University Hospital, 1, avenue du Professeur Jean Poulhes, 31059, Toulouse, France.
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17
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Li J, Tang S, Zhao J, Zhang C, Jiang Z, Xue H, Sun J, Zhu X, Ren W, Zhu X, Wang Q, Wang E, Lv Y, Guo S, Wang Z, Yang Q, Wang Z, Niu J, Yin Z, Xia J, Fan D, Han G. Long-term survival prediction for transjugular intrahepatic portosystemic shunt in severe cirrhotic ascites: assessment of ten prognostic models. Eur J Gastroenterol Hepatol 2021; 33:1547-55. [PMID: 32868654 DOI: 10.1097/MEG.0000000000001890] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVES Patients with severe cirrhotic ascites have poor prognosis, yet individual patient survival varies greatly. Therefore, suitable prognostic models can be helpful in clinical decision making. The aim of this study was to evaluate and compare the performance of 10 scores in predicting transplant-free survival (TFS) after transjugular intrahepatic portosystemic shunt (TIPS) in severe cirrhotic ascites. METHODS Two hundred eighty consecutive cirrhotic patients with severe ascites undergoing TIPS between March 2006 and December 2017 were retrospectively screened and included from nine tertiary Chinese centers, consisting of 123 patients with refractory ascites and 157 with recurrent ascites. Discriminatory ability of these models was further assessed in the whole cohort and subgroups. RESULTS TFS rates of all 280 patients were 75.4, 65.7, and 53.6% at 6-month, 1-year, and 2-year follow-up, respectively. Compared with other prognostic systems, the integrated model for end-stage liver disease (iMELD, incorporating serum sodium and age) showed optimal performance in predicting 6-month, 1-year, and 2-year TFS. Cutoffs were determined according to c-index and were used to stratify patients into three strata presenting significantly different TFS for short-term and long-term: iMELD < 32, ≥32 but <38 and ≥38 (log-rank P < 0.001). CONCLUSIONS The iMELD score proved to be the best prognostic model in predicting TFS in patients with severe cirrhotic ascites receiving TIPS. Meanwhile, the model could stratify patients in three strata to help guiding clinical practice.
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Pohl J, Gebauer B, Gebert P, Tacke F, Wree A. Predicting survival after TIPS: Child Pugh score is not inferior to MELD and FIPS score - back to basics? J Hepatol 2021; 75:1505-1506. [PMID: 34265365 DOI: 10.1016/j.jhep.2021.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 07/01/2021] [Indexed: 12/04/2022]
Affiliation(s)
- Julian Pohl
- Department of Hepatology and Gastroenterology, Charité - Universitätsmedizin Berlin, Campus Virchow Klinikum and Charité Campus Mitte, Berlin, Germany
| | - Bernhard Gebauer
- Department of Radiology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Pimrapat Gebert
- Institute of Biometry and Clinical Epidemiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117 Berlin, Germany; Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Frank Tacke
- Department of Hepatology and Gastroenterology, Charité - Universitätsmedizin Berlin, Campus Virchow Klinikum and Charité Campus Mitte, Berlin, Germany
| | - Alexander Wree
- Department of Hepatology and Gastroenterology, Charité - Universitätsmedizin Berlin, Campus Virchow Klinikum and Charité Campus Mitte, Berlin, Germany.
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Lichoska-Josifovikj F, Grivcheva-Stardelova K, Todorovska B, Genadieva Dimitrovа M, Petkovska L, Trajkovska M. Predictive potential of the MELD and Child-Turcotte-Pugh II scores for SBP in patients with cirrhosis and ascites. Arch Public Health 2021. [DOI: 10.3889/aph.2021.6022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
It is very important for patients with spontaneous bacterial peritonitis (SBP) to assess the length of survival and the risk of death, primarily because of the wide range of potential complications that can lead to multisystem organ failure and fatal outcome. The aim of this study was to determine the predictive potential of MELD and Child-Turcotte-Pugh II score for SBP in patients with cirrhosis and ascites. Material and methods: The study was designed as a prospective-analytical-observational and was conducted at the University Clinic for Gastroenterohepatology in Skopje for a period of one year. The study population included 70 hospitalized patients with established liver cirrhosis, regardless of etiology, divided into two groups, 35 patients with SBP and 35 non-SBP. Prognostic scores in patients with liver cirrhosis and ascites: MELD score, according to the formula: MELD = [(0.957 x Ln Creatinin) + (0.378 x Ln Bilirubin) + (1.12 x Ln INR) + (0.643) x 10]. The Child-Turcotte-Pugh II score includes 6 parameters: serum albumin and bilirubin, amount of ascites, degree of encephalopathy ( HE), prothrombin time (PT) and serum creatinine, and assessment of the degree of hepatic encephalopathy according to the West Haven criteria. Results: The average value of the MELD score in patients with SBP was 22.6 ± 8.27 and in non-SBP the average value was lower - 17.83±5.87. According to the Mann-Whitney U test, the difference between the mean values was statistically significant for p <0.05 (z = 2.41; p = 0.015). A score of 30 to 39 was registered in 25.7% of patients with SBP, and only in 2.9% in non-SBP; the percentage difference was statistically significant for p <0.05 (Difference test, p = 0.0064 ). Patients with SBP had an average Child-Pugh score of 13.09 ± 2.48 or 100.0% C-class points. In patients with non-SBP, an average child-Pugh score of 9.63 ± 1.62 was recorded, or class B in 65.7% and class C in 34.3%. The percentage difference was statistically significant for p <0.05 (Difference test, p = 0.000000). According to the Mann-Whitney U test, the difference between the mean values was statistically significant for p <0.05 (z = -5.44; p = 0.00001). ROC analysis indicated that the Child-Turcotte-Pugh II score contributed to the diagnosis of SBP - 90.7% (p = 0.000) (excellent predictor), closer to the ideal value of 1.0 and above the worst value of 0.5. ROC analysis indicated that the MELD score did not contribute to the diagnosis of SBP - 66.7% (p = 0.017) (weak predictor), closer to the worst value of 0.5. Conclusion:Our research confirmed that SBP occurs in patients with severe hepatic dysfunction calculated according to the CTP II score and MELD score. Mean value of the MELD score in patients with SBP was higher then in patients with non-SBP. On the other hand all patients with SBP had an average CTP II score, C-class points, while the largest percentage of patients with non-SBP were class B-class points. MELD score is a weak predictor of SBP. The best predictor for predicting SBP is the CTP II score (rank C).
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Petagine L, Zariwala MG, Patel VB. Alcoholic liver disease: Current insights into cellular mechanisms. World J Biol Chem 2021; 12:87-103. [PMID: 34630912 PMCID: PMC8473419 DOI: 10.4331/wjbc.v12.i5.87] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 07/20/2021] [Accepted: 08/12/2021] [Indexed: 02/06/2023] Open
Abstract
Alcoholic liver disease (ALD) due to chronic alcohol consumption is a significant global disease burden and a leading cause of mortality. Alcohol abuse induces a myriad of aberrant changes in hepatocytes at both the cellular and molecular level. Although the disease spectrum of ALD is widely recognized, the precise triggers for disease progression are still to be fully elucidated. Oxidative stress, mitochondrial dysfunction, gut dysbiosis and altered immune system response plays an important role in disease pathogenesis, triggering the activation of inflammatory pathways and apoptosis. Despite many recent clinical studies treatment options for ALD are limited, especially at the alcoholic hepatitis stage. We have therefore reviewed some of the key pathways involved in the pathogenesis of ALD and highlighted current trials for treating patients.
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Affiliation(s)
- Lucy Petagine
- Center for Nutraceuticals, School of Life Sciences, University of Westminster, London W1W 6UW, United Kingdom
| | - Mohammed Gulrez Zariwala
- Center for Nutraceuticals, School of Life Sciences, University of Westminster, London W1W 6UW, United Kingdom
| | - Vinood B Patel
- Center for Nutraceuticals, School of Life Sciences, University of Westminster, London W1W 6UW, United Kingdom
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Rajesh S, Philips CA, Betgeri SS, George T, Ahamed R, Mohanan M, Augustine P. Transjugular intrahepatic portosystemic shunt (TIPS) placement at index portal hypertensive decompensation (anticipant TIPS) in cirrhosis and the role of early intervention in variceal bleeding and ascites. Indian J Gastroenterol 2021; 40:361-372. [PMID: 34324168 DOI: 10.1007/s12664-021-01179-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 04/01/2021] [Indexed: 02/04/2023]
Abstract
BACKGROUND Transjugular intrahepatic portosystemic shunt (TIPS) placement improves survival in patients with refractory/recurrent acute variceal bleeding (RAVB) and refractory ascites/hydrothorax. Recently, early TIPS was shown to reduce rebleeding and improve survival compared to the conventional TIPS. We aimed to study outcomes in patients with cirrhosis undergoing TIPS at first significant portal hypertensive (PHT) decompensation (termed anticipant TIPS) compared to those undergoing TIPS for recurrent or persistent PHT complications (conventional) and compared the former to matched controls on standard medical management (SMT). METHODS We retrospectively analyzed the clinical, biochemical, and liver disease severity parameters and survival at baseline and post-intervention in cirrhosis patients at two major hepatobiliary intervention centers undergoing anticipant (n = 27) or conventional TIPS (n = 30) and compared the former group to matched historical controls on SMT (n = 35). RESULTS Baseline parameters were comparable between both the groups, including the Child-Pugh class and model for end-stage liver disease (MELD) scores. Length of stay in the intensive care unit, post-procedure admission rates, and sepsis events were higher among patients undergoing conventional TIPS (p < 0.05). Post-TIPS, at 1 year, overall and sub-grouped survivals were better in patients undergoing anticipant TIPS. On further sub-group analysis, based on the PHT events and stratified based on Child-Pugh and MELD scores, a higher proportion of patients survived after anticipant TIPS at 1 year. Compared to SMT, patients undergoing anticipant TIPS had significantly lesser hospitalizations, recurrence of varices, and as |