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Su BB, Zhu CJ, Cao J, Peng R, Tu DY, Jiang GQ, Jin SJ, Wang Q, Zhang C, Bai DS. Enhanced prediction of 5-year postoperative recurrence in hepatocellular carcinoma by incorporating LASSO regression and random forest models. Surg Endosc 2025; 39:2540-2550. [PMID: 40032663 DOI: 10.1007/s00464-025-11631-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2024] [Accepted: 02/18/2025] [Indexed: 03/05/2025]
Abstract
BACKGROUND Tumor recurrence post-operation of hepatocellular carcinoma (HCC) impacts patient prognosis. Identifying and predicting 5-year HCC recurrence following surgery remains a substantial challenge. METHODS We included 338 patients diagnosed with HCC who underwent surgery from January 2013 to December 2018. Traditional logistic regression, random forest (RF), and LASSO regression methods were used to develop a predictive model for 5-year recurrence. The findings were presented visually using nomogram. The accuracy and sensitivity of the predictive model were evaluated by receiver operating curves (ROC) and decision curve analysis (DCA). RESULTS Of the 338 patients, 172 (50.9%) experienced 5 years recurrence, with a gender distribution of 79.7% males. Univariate and multivariate logistic regression analysis identified that three independent predictors of 5-year HCC recurrence (all P < 0.001). The area under the curve (AUC) value of the model (Model-1) constructed was 0.678. Then we combined LASSO regression and RF construct a predictive model including six factors: age, transarterial chemoembolization (TACE), microvascular invasion (MVI), alcohol, size, and number. The AUC of the model (Model-2) constructed was 0.733. DeLong's test results showed that Model-2 had significantly better prediction ability compared with Model-1 (P = 0.004). DCA also demonstrated that Model-2 had better predictive accuracy (P < 0.05). Then we constructed a nomogram, and Kaplan-Meier analysis showed that patients in the low-risk group had significantly better prognosis than the high (P < 0.001). CONCLUSION The predictive accuracy of our model, incorporating factors, such as age, alcohol, size, number, MVI, and TACE, significantly enhances clinical practice management by accurately forecasting 5 years HCC recurrence.
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Affiliation(s)
- Bing-Bing Su
- Department of Hepatobiliary Surgery, Northern Jiangsu People'S Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Chao-Jie Zhu
- Department of Hepatobiliary Surgery, Northern Jiangsu People'S Hospital Affiliated to Yangzhou University, Yangzhou, China
- Department of Hepatobiliary Surgery, The Yangzhou Clinical Medical College of Xuzhou Medical University, Yangzhou, China
| | - Jun Cao
- Department of Hepatobiliary Surgery, Northern Jiangsu People'S Hospital Affiliated to Yangzhou University, Yangzhou, China
- Department of Hepatobiliary Surgery, The Yangzhou Clinical Medical College of Xuzhou Medical University, Yangzhou, China
| | - Rui Peng
- Department of Hepatobiliary Surgery, Northern Jiangsu People'S Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Dao-Yuan Tu
- Department of Hepatobiliary Surgery, Northern Jiangsu People'S Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Guo-Qing Jiang
- Department of Hepatobiliary Surgery, Northern Jiangsu People'S Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Sheng-Jie Jin
- Department of Hepatobiliary Surgery, Northern Jiangsu People'S Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Qian Wang
- Department of Hepatobiliary Surgery, Northern Jiangsu People'S Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Chi Zhang
- Department of Hepatobiliary Surgery, Northern Jiangsu People'S Hospital Affiliated to Yangzhou University, Yangzhou, China
- Department of Hepatobiliary Surgery, The Yangzhou Clinical Medical College of Xuzhou Medical University, Yangzhou, China
| | - Dou-Sheng Bai
- Department of Hepatobiliary Surgery, Northern Jiangsu People'S Hospital Affiliated to Yangzhou University, Yangzhou, China.
- Department of Hepatobiliary Surgery, The Yangzhou Clinical Medical College of Xuzhou Medical University, Yangzhou, China.
- General Surgery Institute of Northern Jiangsu People'S Hospital, Yangzhou, China.
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Cillo U, Gringeri E, D'Amico FE, Lanari J, Furlanetto A, Vitale A. Hepatocellular carcinoma: Revising the surgical approach in light of the concept of multiparametric therapeutic hierarchy. Dig Liver Dis 2025; 57:809-818. [PMID: 39828438 DOI: 10.1016/j.dld.2024.12.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 11/20/2024] [Accepted: 12/02/2024] [Indexed: 01/22/2025]
Abstract
The clinical management of hepatocellular carcinoma (HCC) is strongly influenced by several prognostic factors, mainly tumor stage, patient's health, liver function and specific characteristics of each intervention. The interplay between these factors should be carefully evaluated by a multidisciplinary tumor board. To support this, the novel "multiparametric therapeutic hierarchy" (MTH) concept has been recently proposed. This review will present the main features of available surgical treatments for HCC (liver transplantation, liver resection, ablation). Strengths and weaknesses are reported in the light of clinical decision making and of treatment allocation, with a special focus on the collocation of each treatment in the MTH framework and on how MTH may be useful in supporting clinical decision. Sequential treatments and their role to allow further surgical treatments will also be analyzed.
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Affiliation(s)
- Umberto Cillo
- Department of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Padova, Italy.
| | - Enrico Gringeri
- Department of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Padova, Italy
| | - Francesco Enrico D'Amico
- Department of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Padova, Italy
| | - Jacopo Lanari
- Department of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Padova, Italy
| | - Alessandro Furlanetto
- Department of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Padova, Italy
| | - Alessandro Vitale
- Department of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Padova, Italy
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Lee JS, Park DA, Ryoo S, Park J, Choi GH, Yoo JJ. Efficacy and Safety of Surgical Resection in Elderly Patients with Hepatocellular Carcinoma: A Systematic Review and Meta-Analysis. Gut Liver 2024; 18:695-708. [PMID: 38712397 PMCID: PMC11249930 DOI: 10.5009/gnl230485] [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: 11/22/2023] [Revised: 01/17/2024] [Accepted: 01/29/2024] [Indexed: 05/08/2024] Open
Abstract
Background/Aims : With increased life expectancy, the management of elderly hepatocellular carcinoma (HCC) patients became a crucial issue, yet it is still challenging due to comorbidities and high surgical risks. While surgical resection is considered as primary treatment for eligible HCC patients, systematic evidence on its outcomes in elderly patients remains scarce. In this review, we aimed to analyze the efficacy and safety outcomes of surgical resection in elderly HCC patients. Methods : The studies included in this meta-analysis were selected from Ovid-MEDLINE, Ovid-Embase, CENTRAL, KoreaMed, KMbase, and KISS databases following a predefined protocol. Efficacy outcomes included overall survival and disease-free survival, while the safety outcomes included postoperative mortality and complications. Results : Patients in the elderly group (≥65 years) who underwent surgery exhibited non-inferior overall survival (hazard ratio [HR], 1.26; 95% confidence interval [CI], 0.92 to 1.74) and disease-free survival (HR, 1.03; 95% CI, 0.99 to 1.08) compared to the non-elderly group. Overall postoperative mortality exhibited no statistical difference (odds ratio [OR], 1.07; 95% CI, 0.87 to 1.31), but 30-day, 90-day, and in-hospital mortality were higher in the elderly group. The incidence of overall complications was higher in the elderly group (OR, 1.44; 95% CI, 1.22 to 1.69). Sensitivity analysis for the super elderly group (≥80 years) showed significantly higher in-hospital mortality compared to the non-super elderly group (OR, 2.51; 95% CI, 1.16 to 5.45). Conclusions : The efficacy outcome of surgical resection in the elderly HCC patients was not worse than that in the non-elderly HCC patients, while in-hospital mortality and complications rates were higher. Therefore, surgical resection should be purposefully considered in the elderly population, with careful candidate selection.
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Affiliation(s)
- Jin-Soo Lee
- Department of Internal Medicine, Soonchunhyang University School of Medicine, Asan, Korea
| | - Dong Ah Park
- Division of Healthcare Technology Assessment Research, National Evidence-based Healthcare Collaborating Agency, Seoul, Korea
| | - Seungeun Ryoo
- Division of Healthcare Technology Assessment Research, National Evidence-based Healthcare Collaborating Agency, Seoul, Korea
| | - Jungeun Park
- Division of Healthcare Technology Assessment Research, National Evidence-based Healthcare Collaborating Agency, Seoul, Korea
| | - Gi Hong Choi
- Department of General Surgery, Yonsei University School of Medicine, Seoul, Korea
| | - Jeong-Ju Yoo
- Department of Internal Medicine, Soonchunhyang University School of Medicine, Asan, Korea
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Wei Y, Zhang L, Zhang S, Song M, Ji C. Laparoscopic-assisted microwave ablation in treatment of small hepatocellular carcinoma: safety and efficacy in comparison with laparoscopic hepatectomy. BMC Surg 2024; 24:138. [PMID: 38715071 PMCID: PMC11075224 DOI: 10.1186/s12893-024-02432-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Accepted: 04/30/2024] [Indexed: 05/12/2024] Open
Abstract
Laparoscopic-assisted microwave ablation (LAMWA), as one of the locoregional therapies, has been employed to treat hepatocellular carcinoma (HCC). This study aims to compare the efficacy and safety of LAMWA and laparoscopic hepatectomy in the treatment of small HCC.This study included 140 patients who met the inclusion criteria. Among them, 68 patients received LAMWA and 72 patients underwent laparoscopic hepatectomy. The perioperative condition, liver function recovery, the alpha fetoprotein (AFP) level, morbidities, hospitalization time, overall survival (OS), disease-free survival (DFS) and recurrence rate between the two groups were compared. The rate of complete elimination of tumor tissue was 100% and the AFP level was returned to normal within 3 months after surgery in both groups (P > 0.05). The mean alanine transaminase (ALT) and aspartate transaminase (AST) peak in the LAMWA group was lower than that in the laparoscopic hepatectomy group (259.51 ± 188.75 VS 388.9 ± 173.65, P = 0.000) and (267.34 ± 190.65 VS 393.1 ± 185.67, P = 0.000), respectively. The mean operation time in the LAMWA group was shorter than that in the laparoscopic hepatectomy group (89 ± 31 min VS 259 ± 48 min, P = 0.000). The blood loss in the LAMWA group was less than that in the laparoscopic hepatectomy group (58.4 ± 64.0 ml VS 213.0 ± 108.2 ml, P = 0.000). Compared with the laparoscopic hepatectomy group, patients in the LAMWA group had lower mean hospital stay (4.8 ± 1.2d VS 11.5 ± 2.9d, P = 0.000). The morbidities of the LAMWA group and the hepatectomy group were 14.7%(10/68) and 34.7%(25/72), respectively (P = 0.006). The one-, three-, and five-year OS rates were 88.2%, 69.9%, 45.6% for the LAMWA group and 86.1%, 72.9%, 51.4% for the laparoscopic hepatectomy group (P = 0.693). The corresponding DFS rates for the two groups were 76.3%, 48.1%, 27.9% and 73.2%, 56.7%, 32.0% (P = 0.958). Laparoscopic-assisted microwave ablation is a safe and effective therapeutic option for selected small HCC.
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Affiliation(s)
- Youping Wei
- Department of imaging, Aviation General Hospital, China Medical University, Beijing, 100012, China
| | - Lihong Zhang
- Department of hepatobiliary surgery, Affiliated Hospital of Yangzhou University, Yangzhou, 225012, China
| | - Shun Zhang
- Department of imaging, Aviation General Hospital, China Medical University, Beijing, 100012, China
| | - Meina Song
- Department of imaging, Aviation General Hospital, China Medical University, Beijing, 100012, China
| | - Changhui Ji
- Department of general surgery, Taixing Peoplès Hospital of Yangzhou University, No. 1, Changzheng Road, Taixing City, 225400, China.
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Sun Y, Liu B, Shen H, Zhang Y, Zheng R, Liu J, Hu H, Xie X, Huang G. Cox model risk score to predict survival of intrahepatic cholangiocarcinoma after ultrasound-guided ablation. Abdom Radiol (NY) 2024; 49:1653-1663. [PMID: 38443551 DOI: 10.1007/s00261-024-04192-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 01/06/2024] [Accepted: 01/12/2024] [Indexed: 03/07/2024]
Abstract
PURPOSE To explore factors associated with overall survival (OS) and progression-free survival (PFS) of intrahepatic cholangiocarcinoma (iCCA) after ultrasound-guided ablation and establish a model for survival risk evaluation. METHODS Data from 54 patients with 86 iCCAs between August 2008 and October 2022 were retrospectively analyzed. Cox regression were used to analyze the effects of clinical features on OS and PFS. Based on the variables screened by multivariable analysis, a model was established to predict the survival of the patients. Time-dependent receiver operating characteristic (timeROC) curve was constructed to evaluate the performance of this model. The model was further verified by bootstrap validation. The clinical usefulness of the model was evaluated by the decision curve analysis (DCA). RESULTS During follow up, 39 patients died and 49 patients developed recurrence. Pre-ablation CA199 level > 140 U/ml was the only independent predictor of poor PFS. Age > 70 years, early recurrence, maximal diameter of tumor size > 1.5 cm and pre-ablation CA199 level > 140 U/ml were significantly associated with poor OS. Then a model was established based on the above four variables. The areas under the timeROC curve (AUC) for 1-year, 2-year, 3-year, 5-year were 0.767, 0.854, 0.791 and 0.848, respectively. After bootstrapping for 1000 repetitions, the AUCs were similar to the initial model. DCA also demonstrated that the model had good positive net benefits. CONCLUSION The established model in this study could predict the survival outcomes of the patients with iCCA after thermal ablation, but further research was needed to validate the results.
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Affiliation(s)
- Yueting Sun
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhong Shan Road, Guangzhou, 510000, Guangdong Province, China
| | - Baoxian Liu
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhong Shan Road, Guangzhou, 510000, Guangdong Province, China
| | - Hui Shen
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhong Shan Road, Guangzhou, 510000, Guangdong Province, China
| | - Yi Zhang
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhong Shan Road, Guangzhou, 510000, Guangdong Province, China
| | - Ruiying Zheng
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhong Shan Road, Guangzhou, 510000, Guangdong Province, China
| | - Jiaming Liu
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhong Shan Road, Guangzhou, 510000, Guangdong Province, China
| | - Hanliang Hu
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhong Shan Road, Guangzhou, 510000, Guangdong Province, China
| | - Xiaoyan Xie
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhong Shan Road, Guangzhou, 510000, Guangdong Province, China
| | - Guangliang Huang
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhong Shan Road, Guangzhou, 510000, Guangdong Province, China.
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Zeindler J, Hess GF, von Heesen M, Aegerter N, Reber C, Schmitt AM, Muenst S, Bolli M, Soysal SD, Kollmar O. Anatomic versus non-anatomic liver resection for hepatocellular carcinoma-A European multicentre cohort study in cirrhotic and non-cirrhotic patients. Cancer Med 2024; 13:e6981. [PMID: 38477510 DOI: 10.1002/cam4.6981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 11/20/2023] [Accepted: 01/18/2024] [Indexed: 03/14/2024] Open
Abstract
BACKGROUND The incidence of hepatocellular carcinoma (HCC) is increasing in the western world over the past decades. As liver resection (LR) represents one of the most efficient treatment options, advantages of anatomic (ALR) versus non-anatomic liver resection (NALR) show a lack of consistent evidence. Therefore, the aim of this study was to investigate complications and survival rates after both resection types. METHODS This is a multicentre cohort study using retrospectively and prospectively collected data. We included all patients undergoing LR for HCC between 2009 and 2020 from three specialised centres in Switzerland and Germany. Complication and survival rates after ALR versus NALR were analysed using uni- and multivariate Cox regression models. RESULTS Two hundred and ninety-eight patients were included. Median follow-up time was 52.76 months. 164/298 patients (55%) underwent ALR. Significantly more patients with cirrhosis received NALR (n = 94/134; p < 0.001). Complications according to the Clavien Dindo classification were significantly more frequent in the NALR group (p < 0.001). Liver failure occurred in 13% after ALR versus 8% after NALR (p < 0.215). Uni- and multivariate cox regression models showed no significant differences between the groups for recurrence free survival (RFS) and overall survival (OS). Furthermore, cirrhosis had no significant impact on OS and RFS. CONCLUSION No significant differences on RFS and OS rates could be observed. Post-operative complications were significantly less frequent in the ALR group while liver specific complications were comparable between both groups. Subgroup analysis showed no significant influence of cirrhosis on the post-operative outcome of these patients.
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Affiliation(s)
- Jasmin Zeindler
- Clarunis, University Centre for Gastrointestinal and Liver Diseases, Basel, Switzerland
| | - Gabriel Fridolin Hess
- Clarunis, University Centre for Gastrointestinal and Liver Diseases, Basel, Switzerland
| | - Maximilian von Heesen
- Department of General, Visceral, Vascular and Pediatric Surgery, University of Saarland, Homburg/Saar, Germany
- Department of General- and Visceral Surgery, University Hospital Göttingen, Göttingen, Germany
| | - Noa Aegerter
- Faculty of Medicine, University of Basel, Basel, Switzerland
| | - Cornelia Reber
- Faculty of Medicine, University of Basel, Basel, Switzerland
| | - Andreas Michael Schmitt
- The Royal Marsden NHS Foundation Trust, London, UK
- Department of Medical Oncology, University Hospital Basel, Basel, Switzerland
| | - Simone Muenst
- Institute of Medical Genetics and Pathology University Hospital Basel, Basel, Switzerland
| | - Martin Bolli
- Clarunis, University Centre for Gastrointestinal and Liver Diseases, Basel, Switzerland
| | - Savas Deniz Soysal
- Clarunis, University Centre for Gastrointestinal and Liver Diseases, Basel, Switzerland
| | - Otto Kollmar
- Clarunis, University Centre for Gastrointestinal and Liver Diseases, Basel, Switzerland
- Department of General, Visceral, Vascular and Pediatric Surgery, University of Saarland, Homburg/Saar, Germany
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Zhou H, Zheng H, Wang Y, Lao M, Shu H, Huang M, Ou C. Nomogram for Predicting Postoperative Pulmonary Metastasis in Hepatocellular Carcinoma Based on Inflammatory Markers. Cancer Control 2024; 31:10732748241236333. [PMID: 38425007 PMCID: PMC10908236 DOI: 10.1177/10732748241236333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 01/14/2024] [Accepted: 02/08/2024] [Indexed: 03/02/2024] Open
Abstract
BACKGROUND Uncertainty surrounds the usefulness of inflammatory markers in hepatocellular carcinoma (HCC) patients for predicting postoperative pulmonary metastasis (PM). The purpose of this study was to assess the predictive value of inflammatory markers as well as to create a new nomogram model for predicting PM. METHODS Cox regression was utilized to identify independent prognostic variables and to create a nomogram that predicted PM for comparison with a validation cohort and other prediction systems. We retrospectively analyzed a total of 1109 cases with HCC were included. RESULTS The systemic inflammatory response index (SIRI) and aspartate aminotransferase-to-platelet ratio index (APRI) were independent risk factors for PM, with a concordance index of .78 (95% CI: .74-.81) for the nomogram. The areas under the curve of the nomograms for PM predicted at 1-, 3-, and 5-year were .82 (95% CI: .77-.87), .82 (95% CI: .78-.87) and .81 (95% CI: .75-.86), respectively, which were better than those of Barcelona Clinic Liver Cancer and China liver cancer stage. Decision curve analyses demonstrated a broader range of nomogram threshold probabilities. CONCLUSION A nomogram based on SIRI and APRI can accurately predict postoperative PM in HCC.
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Affiliation(s)
- Huanjie Zhou
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, People’s Republic of China
| | - Haiping Zheng
- Department of Oncology, The First Affiliated Hospital of Guangxi Medical University, Nanning, People’s Republic of China
| | - Ying Wang
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, People’s Republic of China
| | - Ming Lao
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, People’s Republic of China
| | - Hong Shu
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, People’s Republic of China
| | - Meifang Huang
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, People’s Republic of China
| | - Chao Ou
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, People’s Republic of China
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Tu X, Zhang J, Li M, Lu F, Wang T, Gong W, Xiang B. Development and Validation of a Prediction Model for Hepatitis B Virus-Related Hepatocellular Carcinoma Patients Receiving Postoperative Adjuvant Transarterial Chemoembolization. J Hepatocell Carcinoma 2023; 10:1881-1895. [PMID: 37901717 PMCID: PMC10612509 DOI: 10.2147/jhc.s422565] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 10/05/2023] [Indexed: 10/31/2023] Open
Abstract
Background Hepatocellular carcinoma (HCC) patients who are at significant risk of tumor recurrence and mortality can benefit from postoperative adjuvant transarterial chemoembolization (PA-TACE). However, the benefits of PA-TACE remain unclear. Herein, we aimed to develop a model for predicting the prognosis of HBV-related patients who undergo PA-TACE and endeavored to guide individualized clinical treatment. Methods We included 432 HBV-related patients who underwent PA-TACE after curative resection were included. The dataset was divided into a training set (n=216) and an internal validation set (n=216). For identifying independent risk factors, the least absolute shrinkage and selection operator and univariate and multivariate Cox analyses were performed. We derived a prognostic model from the training set that was internally validated. The concordance index (C-index), receiver operating characteristic (ROC) curve, calibration curve, and risk stratification were used to evaluate the performance of the nomogram. Results Patients undergoing PA-TACE had significantly longer overall survival (OS) than those who did not undergo PA-TACE. Age, albumin levels, macrovascular invasion, tumor size, and, stages of Barcelona Clinic Liver Cancer were identified as independent risk variables and concluded into the nomogram to predict the OS of HBV-related patients who received PA-TACE. The nomogram's C-index values OS were 0.710 and 0.652 in the training and internal validation sets, respectively. Both time-dependent AUC and the calibration curve showed good discrimination and model fitness. The risk score -0.12 was kept as the cut-off value that would accurately divide patients into high-risk and low-risk groups; furthermore, the Kaplan-Meier curve showed a high discriminative ability of the model. Conclusion We developed a predictive model. comprising a formula and nomogram to predict the OS and provide risk stratification for HBV-related patients undergoing PA-TACE, which could contribute to suitable treatment options for this patient population.
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Affiliation(s)
- Xinyue Tu
- Guangxi Medical University Cancer Hospital, Nanning, 530021, People’s Republic of China
| | - Jie Zhang
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Nanning, 530021, People’s Republic of China
| | - Minjun Li
- Guangxi Medical University Cancer Hospital, Nanning, 530021, People’s Republic of China
| | - Fei Lu
- Department of Radiotherapy, Guangxi Medical University Cancer Hospital, Nanning, 530021, People’s Republic of China
| | - Ting Wang
- Department of Radiotherapy, Guangxi Medical University Cancer Hospital, Nanning, 530021, People’s Republic of China
| | - Wenfeng Gong
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Nanning, 530021, People’s Republic of China
| | - Bangde Xiang
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Nanning, 530021, People’s Republic of China
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9
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Goh BKP, Tan LLY, Syn N. Reply to: Does age affect the short- and long-term outcomes of patients undergoing liver resection for hepatocellular carcinoma? EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2023; 49:677-678. [PMID: 35027233 DOI: 10.1016/j.ejso.2022.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2022] [Accepted: 01/04/2022] [Indexed: 11/25/2022]
Affiliation(s)
- Brian K P Goh
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital, Singapore; Duke-National University of Singapore Medical School, Singapore; Liver Transplant Service, Singhealth-Duke-National University of Singapore Transplant Center, Singapore.
| | - Laura L Y Tan
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital, Singapore; Ministry of Health Holdings, Singapore
| | - Nicholas Syn
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital, Singapore; Ministry of Health Holdings, Singapore
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10
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Tan LLY, Chew VTW, Syn N, Tan EK, Koh YX, Teo JY, Cheow PC, Jeyaraj PR, Chow PKH, Chan CY, Chung AYF, Ooi LLPJ, Goh BKP. Intraoperative blood transfusion does not impact overall and recurrence-free survival after curative hepatectomy for hepatocellular carcinoma: A propensity-score-matched and inverse probability of treatment-weighted study. J Surg Oncol 2023; 127:598-606. [PMID: 36354172 DOI: 10.1002/jso.27141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 08/24/2022] [Accepted: 10/03/2022] [Indexed: 11/11/2022]
Abstract
INTRODUCTION Our primary objective was to determine if receiving intraoperative blood transfusion was a significant prognostic factor for overall and recurrence-free survival after curative resection of hepatic cellular carcinoma (HCC). METHODOLOGY Between 2001 and 2018, 1092 patients with histologically proven primary HCC who underwent curative liver resection were retrospectively reviewed. Primary study endpoints were recurrence-free survival (RFS) and overall survival (OS). The main analysis was undertaken using propensity-score matching (PSM) to minimize confounding and selection biases in the comparison of patients with or without transfusion. RESULTS There were 220 patients who received and 666 patients who did not receive intraoperative blood transfusion. The PSM cohort consisted of 163 pairs of patients. After PSM, the only perioperative outcome that appeared to significantly affect whether patients would receive blood transfusion was median blood loss (p = 0.001). In the PSM cohort, whether patients received blood transfusion was neither associated with OS (p = 0.759) nor RFS (p = 0.830). When the volume of blood transfusion was analyzed as a continuous variable, no significant dose-response relationship between blood transfusion volume and HR for OS and RFS was noted. CONCLUSION Intraoperative blood transfusion had no significant impact on the survival outcomes in patients who receive curative resection in primary HCC.
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Affiliation(s)
- Laura L Y Tan
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Singapore, Singapore.,Ministry of Health Holdings, Singapore, Singapore
| | - Valerie T W Chew
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Singapore, Singapore.,Ministry of Health Holdings, Singapore, Singapore
| | - Nicholas Syn
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Singapore, Singapore.,Ministry of Health Holdings, Singapore, Singapore
| | - Ek-Khoon Tan
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Singapore, Singapore.,Liver Transplant Service, Singhealth Duke-National University of Singapore Transplant Center, Singapore, Singapore
| | - Ye-Xin Koh
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Singapore, Singapore.,Liver Transplant Service, Singhealth Duke-National University of Singapore Transplant Center, Singapore, Singapore.,Duke-National University of Singapore Medical School, Singapore, Singapore
| | - Jin-Yao Teo
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Singapore, Singapore.,Duke-National University of Singapore Medical School, Singapore, Singapore
| | - Peng-Chung Cheow
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Singapore, Singapore.,Liver Transplant Service, Singhealth Duke-National University of Singapore Transplant Center, Singapore, Singapore.,Duke-National University of Singapore Medical School, Singapore, Singapore
| | - Prema Raj Jeyaraj
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Singapore, Singapore.,Liver Transplant Service, Singhealth Duke-National University of Singapore Transplant Center, Singapore, Singapore.,Duke-National University of Singapore Medical School, Singapore, Singapore
| | - Pierce K H Chow
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Singapore, Singapore.,Duke-National University of Singapore Medical School, Singapore, Singapore
| | - Chung-Yip Chan
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Singapore, Singapore.,Liver Transplant Service, Singhealth Duke-National University of Singapore Transplant Center, Singapore, Singapore.,Duke-National University of Singapore Medical School, Singapore, Singapore
| | - Alexander Y F Chung
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Singapore, Singapore.,Liver Transplant Service, Singhealth Duke-National University of Singapore Transplant Center, Singapore, Singapore.,Duke-National University of Singapore Medical School, Singapore, Singapore
| | - London L P J Ooi
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Singapore, Singapore.,Duke-National University of Singapore Medical School, Singapore, Singapore
| | - Brian K P Goh
- Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Singapore, Singapore.,Liver Transplant Service, Singhealth Duke-National University of Singapore Transplant Center, Singapore, Singapore.,Duke-National University of Singapore Medical School, Singapore, Singapore
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11
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Sun LY, Diao YK, Li C, Liang L, Zhang CW, Huang DS. Letter to editor: Does age effect on the short- and long-term outcomes of patients undergoing liver resection for hepatocellular carcinoma? EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2022; 48:933-934. [PMID: 35027235 DOI: 10.1016/j.ejso.2022.01.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2021] [Accepted: 01/04/2022] [Indexed: 11/25/2022]
Affiliation(s)
- Li-Yang Sun
- Department of Hepatobiliary, Pancreatic and Minimal Invasive Surgery, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang, 310014, China; Graduate Department, Bengbu Medical College, Bengbu, Anhui, 233030, China
| | - Yong-Kang Diao
- Department of Hepatobiliary, Pancreatic and Minimal Invasive Surgery, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang, 310014, China; Graduate Department, Bengbu Medical College, Bengbu, Anhui, 233030, China
| | - Chao Li
- Department of Hepatobiliary, Pancreatic and Minimal Invasive Surgery, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang, 310014, China
| | - Lei Liang
- Department of Hepatobiliary, Pancreatic and Minimal Invasive Surgery, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang, 310014, China
| | - Cheng-Wu Zhang
- Department of Hepatobiliary, Pancreatic and Minimal Invasive Surgery, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang, 310014, China
| | - Dong-Sheng Huang
- Department of Hepatobiliary, Pancreatic and Minimal Invasive Surgery, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang, 310014, China; Key Laboratory of Tumor Molecular Diagnosis and Individualized Medicine of Zhejiang Province, Hangzhou, Zhejiang, 310014, China.
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