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Brunese MC, Rocca A, Santone A, Cesarelli M, Brunese L, Mercaldo F. Explainable and Robust Deep Learning for Liver Segmentation Through U-Net Network. Diagnostics (Basel) 2025; 15:878. [PMID: 40218228 PMCID: PMC11989174 DOI: 10.3390/diagnostics15070878] [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: 02/28/2025] [Revised: 03/26/2025] [Accepted: 03/27/2025] [Indexed: 04/14/2025] Open
Abstract
Background/Objectives: Clinical imaging techniques, such as magnetic resonance imaging and computed tomography, play a vital role in supporting clinicians by aiding disease diagnosis and facilitating the planning of appropriate interventions. This is particularly important in malignant conditions like hepatocellular carcinoma, where accurate image segmentation, delineating the liver and tumor, is a critical initial step in optimizing diagnosis, staging, and treatment planning, including interventions like transplantation, surgical resection, radiotherapy, portal vein embolization, and other procedures. Therefore, effective segmentation methods can significantly influence both diagnostic accuracy and treatment outcomes. Method: In this paper, we propose a deep learning-based approach aimed at accurately segmenting the liver in medical images, thus addressing a critical need in hepatic disease diagnosis and treatment planning. We consider a U-Net architecture with residual connections to capture fine-grained anatomical details. We also take into account the prediction explainability, aiming to highlight, in the image under analysis, the areas that are symptomatic for a certain segmentation. In detail, by exploiting the U-Net architecture, two different models are trained with two annotated datasets of computed tomography medical images, resulting in four different experiments. Results: We consider two different datasets to improve robustness and generalization across diverse patient populations and imaging conditions. Experimental results demonstrate that the proposed method obtains interesting performances, with an accuracy ranging from 0.81 to 0.93. Conclusions: We thus show that the proposed method can provide a reliable and efficient solution for automated liver segmentation, promising significant advancements in clinical workflows and precision medicine.
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Affiliation(s)
- Maria Chiara Brunese
- Department of Medicine and Health Sciences “Vincenzo Tiberio”, University of Molise, 86100 Campobasso, Italy (A.S.)
| | - Aldo Rocca
- Department of Medicine and Health Sciences “Vincenzo Tiberio”, University of Molise, 86100 Campobasso, Italy (A.S.)
| | - Antonella Santone
- Department of Medicine and Health Sciences “Vincenzo Tiberio”, University of Molise, 86100 Campobasso, Italy (A.S.)
| | - Mario Cesarelli
- Department of Engineering, University of Sannio, 82100 Benevento, Italy;
| | - Luca Brunese
- Department of Medicine and Health Sciences “Vincenzo Tiberio”, University of Molise, 86100 Campobasso, Italy (A.S.)
| | - Francesco Mercaldo
- Department of Medicine and Health Sciences “Vincenzo Tiberio”, University of Molise, 86100 Campobasso, Italy (A.S.)
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Jiang K, Li J, Liu Z, Chen M, Cai W, Liu L, Yin D. Impact of major hepatectomy on recurrence after resection of hepatocellular carcinoma at CNLC Ib stage: a propensity score matching study. Int J Surg 2025; 111:857-864. [PMID: 38913430 PMCID: PMC11745688 DOI: 10.1097/js9.0000000000001879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Accepted: 06/17/2024] [Indexed: 06/26/2024]
Abstract
OBJECTIVE Patients with hepatocellular carcinoma (HCC) who undergo curative hepatectomy may experience varying remnant liver volumes. Our study aimed to evaluate whether the extent of liver resection has an effect on postoperative recurrence in HCC patients at China Liver Cancer Staging (CNLC) Ib stage. METHODS A retrospective analysis was conducted on 197 patients who underwent hepatectomy for a solitary HCC lesion measuring ≥5 cm (CNLC Ιb stage) between January 2019 and June 2022. Patients were divided into a major hepatectomy (MAH) group ( n =70) and a minor hepatectomy (MIH) group ( n =127) based on the extent of liver resection. Recurrence-free survival (RFS) was compared between the two groups. Propensity score matching (PSM) was employed to minimize bias in the retrospective analysis. RESULTS Patients who underwent MAH had a greater total complication rate than those who underwent MIH (35.7 vs. 11.8%, P <0.001). The median RFS was 14.6 months (95% CI: 11.1-18.1) for the MAH group and 24.1 months (95% CI: 21.2-27.1) for the MIH group ( P <0.001). After PSM, patients who underwent MAH still had a greater total complication rate than those who underwent MIH (36.7 vs. 16.3%, P =0.037). The median RFS was 13.2 months (95% CI: 15.1-21.7) for the MAH group and 22.3 months (95% CI: 18.1-26.5) for the MIH group ( P =0.0013). The Cox regression model identified MAH as an independent poor predictor for HCC recurrence (hazard ratios of 1.826 and 2.062 before and after PSM, respectively; both P <0.05). CONCLUSION MIH can be performed with fewer postoperative complications and contributes to improved RFS in patients with HCC at CNLC Ιb stage compared to MAH. Parenchyma-sparing resection should be considered the first choice for these HCCs.
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Affiliation(s)
- Kunyuan Jiang
- Department of General Surgery, Anhui Provincial Hospital, Anhui Medical University
| | - Jingfei Li
- Department of General Surgery, Anhui Provincial Hospital, Anhui Medical University
| | - Zihao Liu
- Department of General Surgery, Anhui Provincial Hospital, Anhui Medical University
| | - Miao Chen
- Department of Hepatobiliary surgery, The First Affiliated Hospital of University of Science and Technology of China
| | - Wei Cai
- Department of Hepatobiliary surgery, The First Affiliated Hospital of University of Science and Technology of China
| | - Lianxin Liu
- Department of Hepatobiliary surgery, The First Affiliated Hospital of University of Science and Technology of China
- Department of Hepatobiliary Surgery and Centre for Leading Medicine and Advanced Technologies of IHM, The First Affiliated HospitalDivision of Life Sciences and Medicine, University of Science and Technology of China
- Anhui Province Key Laboratory of Hepatopancreatobiliary Surgery
- Anhui Provincial Clinical Research Center for Hepatobiliary Diseases, Hefei, Anhui, People’s Republic of China
| | - Dalong Yin
- Department of General Surgery, Anhui Provincial Hospital, Anhui Medical University
- Department of Hepatobiliary Surgery and Centre for Leading Medicine and Advanced Technologies of IHM, The First Affiliated HospitalDivision of Life Sciences and Medicine, University of Science and Technology of China
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Valenzuela-Fuenzalida JJ, Rodríguez-Osorio B, Salgado-Torres C, Nova-Baeza P, Orellana-Donoso M, Bruna-Mejías A, Avila-Sepulveda R, Becerra-Farfán Á, Rodríguez-Luengo M, Sanchis-Gimeno J, Granite G, Gutiérrez-Espinoza H. A systematic review and meta-analysis: prevalence and clinical implications of anatomical variants of the hepatic portal vein. Sci Rep 2024; 14:30002. [PMID: 39622958 PMCID: PMC11612438 DOI: 10.1038/s41598-024-81543-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Accepted: 11/27/2024] [Indexed: 12/06/2024] Open
Abstract
The hepatic portal vein is the main vascular route responsible for collecting blood from the liver, spleen, pancreas, stomach, gallbladder, and intestines. Its key function is to metabolize the components acquired from the blood. The objective of this study was to analyze the characteristics of HPV variants and understand the possible clinical considerations that arise with them. The databases Medline, Scopus, Web of Science, Google Scholar, Cumulative Index to Nursing and Allied Health Literature and Latin American and Caribbean Literature in Health Sciences were researched until January 2024. Tree authors independently performed the search, study selection and data extraction. Methodological quality was evaluated with an assurance tool for anatomical studies. Pooled prevalence was estimated using a random effects model. A total of 31 studies met the established selection criteria. In this study, 21 articles were included for the meta-analysis with a total of 51,244 subjects. Of these 21 articles, the topics studied came mainly from Europe and Asia, with three (n = 554; 1.08%) and 11 articles (n = 50,090; 97.75%) respectively, also having six articles from North America (n = 442; 0.86%) and one from Africa (n = 158; 0.31%), discarding the articles from Oceania and South America. For the HPV trifurcation variant, it was 8% (CI = 7-10%). Apropos the right posterior portal vein variant, as the primary tributary from the main HPV, it was 7% (CI = 4-11%). About the right anterior portal vein variant originating from the left portal vein, it was 4% (CI = 1-6%). Finally, the prevalence of the isolated variants was 2% (CI = 1-3%). The knowledge of HPV and its anatomical variants is of utmost importance for both medical professionals and anatomists, as it is one of the vessels that collects blood from many important viscera found in the abdominal cavity, any structural alteration could be crucial in diagnosis and surgical procedures.
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Affiliation(s)
- Juan José Valenzuela-Fuenzalida
- Departamento de Morfología, Facultad de Medicina, Universidad Andrés Bello, Santiago, 8370146, Chile
- Departamento de Ciencias Química y Biológicas, Facultad de Ciencias de la Salud, Universidad Bernardo O'Higgins, Santiago, 8370993, Chile
- Faculty of Health and Social Sciences, Universidad de Las Américas, Santiago, 8370040, Chile
| | - Benjamín Rodríguez-Osorio
- Departamento de Morfología, Facultad de Medicina, Universidad Andrés Bello, Santiago, 8370146, Chile
| | - Cristian Salgado-Torres
- Departamento de Morfología, Facultad de Medicina, Universidad Andrés Bello, Santiago, 8370146, Chile
| | - Pablo Nova-Baeza
- Departamento de Morfología, Facultad de Medicina, Universidad Andrés Bello, Santiago, 8370146, Chile
| | | | - Alejandro Bruna-Mejías
- Departamento de Ciencias y Geografía, Facultad de Ciencias Naturales y Exactas, Universidad de Playa Ancha, Valparaíso, 2360072, Chile
| | - Roberto Avila-Sepulveda
- Departamento de Morfología, Facultad de Medicina, Universidad Andrés Bello, Santiago, 8370146, Chile
| | - Álvaro Becerra-Farfán
- Departamento de Ciencias Química y Biológicas, Facultad de Ciencias de la Salud, Universidad Bernardo O'Higgins, Santiago, 8370993, Chile
| | - Macarena Rodríguez-Luengo
- Departamento de Morfología, Facultad de Medicina, Universidad Andrés Bello, Santiago, 8370146, Chile
| | - Juan Sanchis-Gimeno
- GIAVAL Research Group, Department of Anatomy and Human Embryology, Faculty of Medicine, University of Valencia, Valencia, 46001, Spain
| | - Guinevere Granite
- Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, 20814, USA
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Kim H, McRedmond L, McFarlin P, Ritchie D, Heblij P, Dunn J, Connor S. An anatomical analysis of liver volume and quality by ethnicity in a New Zealand population. ANZ J Surg 2024; 94:2201-2205. [PMID: 39373113 DOI: 10.1111/ans.19255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2024] [Revised: 09/18/2024] [Accepted: 09/22/2024] [Indexed: 10/08/2024]
Abstract
BACKGROUND Post-hepatectomy liver failure is a major cause of mortality, where future liver remnant (FLR) is the key controllable factor. Recommended minimum FLR is influenced by quality of liver parenchyma. Historical research has often failed to include Māori and Pacific Island (PI) populations despite worse health outcomes. Liver analysis by ethnicity is one such example of this. The aims were to determine digital FLR for various anatomical hepatectomies, investigate any correlations between computed tomography (CT) hepatic textural analysis and body mass index (BMI); and assess the variance of these relationships for different ethnicities. METHOD One hundred and fifty-one patients who underwent abdominal CT scans at Burwood Hospital, Christchurch were retrospectively analysed. Māori and PI patients were selectively recruited to represent New Zealand's diversity. Liver volumetry, segmental ratio, and intra-hepatic fat deposits (IHFD) per ethnicity were examined. RESULTS Median age of the cohort was 66 (19-95) and 75 (50%) were males. 68%, 23% and 9% patients identified as being European, Māori/PI and Asian, respectively. No statistically significant difference in volume or segment/total volume ratio were noted across different ethnicities. Obese patients had higher IHFD compared with overweight and normal BMI groups. When stratified across ethnic groups, higher IHFD were observed in Asian compared with Māori/PI populations, despite lower BMI. CONCLUSION No significant variances in liver volumetry were found across different ethnic groups in New Zealand. However association between BMI and IHFD varied across different ethnic cohorts. Consequently, knowledge of liver volumetry is not enough; patient liver quality and ethnicity should considered for hepatic-surgery planning.
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Affiliation(s)
- Hannah Kim
- General Surgery Department, Christchurch Hospital, Christchurch, New Zealand
| | - Liam McRedmond
- Radiology Department, Christchurch Hospital, Christchurch, New Zealand
| | - Paul McFarlin
- Radiology Department, Christchurch Hospital, Christchurch, New Zealand
| | - Darren Ritchie
- General Surgery Department, Christchurch Hospital, Christchurch, New Zealand
| | - Pieter Heblij
- Radiology Department, Christchurch Hospital, Christchurch, New Zealand
| | - Joel Dunn
- Radiology Department, Christchurch Hospital, Christchurch, New Zealand
| | - Saxon Connor
- General Surgery Department, Christchurch Hospital, Christchurch, New Zealand
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Sun J, Li W, He W, Yang Y, Duan L, Su T, Zhang A, Zhang T, Zhao X, Chang X, Duan X. Radiofrequency Ablation Therapy versus Stereotactic Body Radiation Therapy for Naive Hepatocellular Carcinoma (≤5cm): A Retrospective Multi-Center Study. J Hepatocell Carcinoma 2024; 11:2199-2210. [PMID: 39558967 PMCID: PMC11571075 DOI: 10.2147/jhc.s488138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Accepted: 11/05/2024] [Indexed: 11/20/2024] Open
Abstract
Purpose Radiofrequency ablation (RFA) is a micro-invasive treatment for early-stage HCC patients. Stereotactic body radiation therapy (SBRT) has also been proven an effective and safe treatment for HCC patients. This multi-center study is to compare the efficacy of computed tomography (CT)-guided RFA and CT-based SBRT in naïve HCC patients with tumor diameters ≤5 cm. Patients and Methods This retrospective cohort study included 1001 treatment-naïve HCC patients from three hospitals or medical centers. The patients received RFA (n = 481) or SBRT (n = 520) treatment between December 2011 and May 2019. Furthermore, subgroup analyses of all patients were conducted based on Couinaud's classification of liver segments. Results After matching, the local control (LC) rates of the SBRT group were better than those of the RFA group (p=0.024*), which mainly referred to the patients whose tumors were located in the S7/S8 (p=0.006*). Among patients with tumors located in S1, nineteen patients (19/21) underwent SBRT. The 1-, 3- and 5-year LC rates were 100%, 87.8% and 87.8% in the SBRT group, and the 1-, 3- and 5-year OS rates were 100%, 69.8% and 69.8%, respectively. Moreover, the OS rates in S5/S6 group in RFA were higher than those in SBRT group. Conclusion The LC rates were better in the SBRT group than in the RFA group for the patients with lesions localized in S7/S8, and SBRT could also be a therapeutic option for patients with lesions in S1. Moreover, patients with tumors located in S5/S6 were better candidates for RFA treatment than SBRT.
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Affiliation(s)
- Jing Sun
- 307 Clinical College of PLA, ANHUI Medical University, Beijing, People’s Republic of China
- The Fifth Clinical College, ANHUI Medical University, Hefei, Anhui, People’s Republic of China
| | - Wengang Li
- Department of Radiation Oncology, Senior Department of Oncology, The Fifth Medical Center of PLA General Hospital, Beijing, People’s Republic of China
| | - Weiping He
- Department of Radiation Oncology, Senior Department of Oncology, The Fifth Medical Center of PLA General Hospital, Beijing, People’s Republic of China
| | - Yanping Yang
- Department of Oncology, Kaifeng People’s Hospital, Kaifeng, Henan, People’s Republic of China
| | - Lewei Duan
- Laboratory of Epigenetics at Institutes of Biomedical Sciences, and Intelligent Medicine Institute, Fudan University, Shanghai, People’s Republic of China
| | - Tingshi Su
- Department of Radiation Oncology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, People’s Republic of China
| | - Aimin Zhang
- Department of Radiation Oncology, Senior Department of Oncology, The Fifth Medical Center of PLA General Hospital, Beijing, People’s Republic of China
| | - Tao Zhang
- Department of Radiation Oncology, Senior Department of Oncology, The Fifth Medical Center of PLA General Hospital, Beijing, People’s Republic of China
| | - Xiaofang Zhao
- Graduate School of PLA Medical College, Beijing, People’s Republic of China
| | - Xiaoyun Chang
- Department of Radiation Oncology, Senior Department of Oncology, The Fifth Medical Center of PLA General Hospital, Beijing, People’s Republic of China
| | - Xuezhang Duan
- 307 Clinical College of PLA, ANHUI Medical University, Beijing, People’s Republic of China
- The Fifth Clinical College, ANHUI Medical University, Hefei, Anhui, People’s Republic of China
- Department of Radiation Oncology, Senior Department of Oncology, The Fifth Medical Center of PLA General Hospital, Beijing, People’s Republic of China
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Liu J, Zhang Y, Wang K, Yavuz MC, Chen X, Yuan Y, Li H, Yang Y, Yuille A, Tang Y, Zhou Z. Universal and extensible language-vision models for organ segmentation and tumor detection from abdominal computed tomography. Med Image Anal 2024; 97:103226. [PMID: 38852215 DOI: 10.1016/j.media.2024.103226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 03/30/2024] [Accepted: 05/27/2024] [Indexed: 06/11/2024]
Abstract
The advancement of artificial intelligence (AI) for organ segmentation and tumor detection is propelled by the growing availability of computed tomography (CT) datasets with detailed, per-voxel annotations. However, these AI models often struggle with flexibility for partially annotated datasets and extensibility for new classes due to limitations in the one-hot encoding, architectural design, and learning scheme. To overcome these limitations, we propose a universal, extensible framework enabling a single model, termed Universal Model, to deal with multiple public datasets and adapt to new classes (e.g., organs/tumors). Firstly, we introduce a novel language-driven parameter generator that leverages language embeddings from large language models, enriching semantic encoding compared with one-hot encoding. Secondly, the conventional output layers are replaced with lightweight, class-specific heads, allowing Universal Model to simultaneously segment 25 organs and six types of tumors and ease the addition of new classes. We train our Universal Model on 3410 CT volumes assembled from 14 publicly available datasets and then test it on 6173 CT volumes from four external datasets. Universal Model achieves first place on six CT tasks in the Medical Segmentation Decathlon (MSD) public leaderboard and leading performance on the Beyond The Cranial Vault (BTCV) dataset. In summary, Universal Model exhibits remarkable computational efficiency (6× faster than other dataset-specific models), demonstrates strong generalization across different hospitals, transfers well to numerous downstream tasks, and more importantly, facilitates the extensibility to new classes while alleviating the catastrophic forgetting of previously learned classes. Codes, models, and datasets are available at https://github.com/ljwztc/CLIP-Driven-Universal-Model.
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Affiliation(s)
- Jie Liu
- City University of Hong Kong, Hong Kong
| | - Yixiao Zhang
- Johns Hopkins University, United States of America
| | - Kang Wang
- University of California, San Francisco, United States of America
| | - Mehmet Can Yavuz
- University of California, San Francisco, United States of America
| | - Xiaoxi Chen
- University of Illinois Urbana-Champaign, United States of America
| | | | | | - Yang Yang
- University of California, San Francisco, United States of America
| | - Alan Yuille
- Johns Hopkins University, United States of America
| | | | - Zongwei Zhou
- Johns Hopkins University, United States of America.
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Liu Z, Shen T, Xia K, He J, Rui T, Chen W. Classification of variant portal vein anatomy based on three-dimensional CT: surgical implications. Surg Radiol Anat 2024; 46:1177-1184. [PMID: 38963433 PMCID: PMC11246292 DOI: 10.1007/s00276-024-03427-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Accepted: 06/19/2024] [Indexed: 07/05/2024]
Abstract
PURPOSES The purpose of this study was to develop a new and more comprehensive classification system for portal vein (PV) variations using three-dimensional visualization and evaluation (3DVE) and to discuss the prevalence rates and clinical implications of the variants. METHODS The anatomies of PVs were tracked and analyzed by using three-dimensional visualization of CT images acquired between 2013 and 2022. Scans from 200 adults were evaluated and a total of 178 patients (N = 178) were included in the study. The new classification system, named BLB classification, was developed based on the level of the absent PV branch in each variant anatomy. RESULTS Using the BLB classification system, PVs were divided into thirteen subtypes. Only 82.6-84.8% of the portal veins of the 178 patients were depicted in Atri's, Cheng's or Covey's classification, compared with 100% identified by the BLB classification. The BLB classification was validated against external data sets from previous studies, with 97.0-98.9% of patients classified by the BLB system. CONCLUSION Variant PV anatomies are more commonly seen based on 3DVE than in previous reports. The BLB classification covers almost all portal vein variants and may be used for planning liver surgery.
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Affiliation(s)
- Zheyu Liu
- Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, P.R. China
| | - Tianni Shen
- Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, P.R. China
| | - Kexin Xia
- Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, P.R. China
| | - Junye He
- Shanghai Jiao Tong University, Shanghai, 200240, P.R. China
| | - Tianhao Rui
- Shanghai Jiao Tong University, Shanghai, 200240, P.R. China
| | - Wei Chen
- Department of Biliary-Pancreatic Surgery, Renji Hospital, Shanghai Jiao Tong University School of Medicine, 160 Pujian Road, Shanghai, 200127, P.R. China.
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Sundaravadanan S, Welsh FK, Sethi P, Noorani S, Cresswell BA, Connell JJ, Knapp SK, Núñez L, Brady JM, Banerjee R, Rees M. Novel multiparametric MRI detects improved future liver remnant quality post-dual vein embolization. HPB (Oxford) 2024; 26:764-771. [PMID: 38480098 DOI: 10.1016/j.hpb.2024.02.008] [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: 06/06/2023] [Accepted: 02/11/2024] [Indexed: 06/02/2024]
Abstract
BACKGROUND Optimisation of the future liver remnant (FLR) is crucial to outcomes of extended liver resections. This study aimed to assess the quality of the FLR before and after dual vein embolization (DVE) by quantitative multiparametric MRI. METHODS Of 100 patients with liver metastases recruited in a clinical trial (Precision1:NCT04597710), ten consecutive patients with insufficient FLR underwent quantitative multiparametric MRI pre- and post-DVE (right portal and hepatic vein). FLR volume, liver fibro-inflammation (corrected T1) scores and fat percentage (proton density fat fraction, PDFF) were determined. Patient metrics were compared by Wilcoxon signed-rank test and statistical analysis done using R software. RESULTS All patients underwent uncomplicated DVE with improvement in liver remnant health, median 37 days after DVE: cT1 scores reduced from median (interquartile range) 790 ms (753-833 ms) to 741 ms (708-760 ms) p = 0.014 [healthy range <795 ms], as did PDFF from 11% (4-21%), to 3% (2-12%) p = 0.017 [healthy range <5.6%]. There was a significant increase in median (interquartile range) FLR volume from 33% (30-37%)% to 49% (44-52%), p = 0.002. CONCLUSION This non-invasive and reproducible MRI technique showed improvement in volume and quality of the FLR after DVE. This is a significant advance in our understanding of how to prevent liver failure in patients undergoing major liver surgery.
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Affiliation(s)
- Senthil Sundaravadanan
- Department of Hepatobiliary Surgery, Basingstoke and North Hampshire Hospital, Basingstoke, Hampshire, United Kingdom.
| | - Fenella Ks Welsh
- Department of Hepatobiliary Surgery, Basingstoke and North Hampshire Hospital, Basingstoke, Hampshire, United Kingdom
| | - Pulkit Sethi
- Department of Hepatobiliary Surgery, Basingstoke and North Hampshire Hospital, Basingstoke, Hampshire, United Kingdom
| | - Shaheen Noorani
- Department of Interventional Radiology, Basingstoke and North Hampshire Hospital, Basingstoke, Hampshire, United Kingdom
| | - Ben A Cresswell
- Department of Hepatobiliary Surgery, Basingstoke and North Hampshire Hospital, Basingstoke, Hampshire, United Kingdom
| | | | | | - Luis Núñez
- Perspectum, Gemini One, Oxford, United Kingdom
| | | | | | - Myrddin Rees
- Department of Hepatobiliary Surgery, Basingstoke and North Hampshire Hospital, Basingstoke, Hampshire, United Kingdom
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Yang B, Xi X, Yu H, Jiang H, Liang Z, Smayi A, Wu B, Yang Y. Evaluation of the effectiveness of surgical resection and ablation for the treatment of early-stage hepatocellular carcinoma: A retrospective cohort study. Cancer Rep (Hoboken) 2024; 7:e2030. [PMID: 38488487 PMCID: PMC10941592 DOI: 10.1002/cnr2.2030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 02/08/2024] [Accepted: 02/21/2024] [Indexed: 03/18/2024] Open
Abstract
BACKGROUND The optimal treatment strategy for early-stage hepatocellular carcinoma (HCC) remains controversial, specifically in regard to surgical resection (SR) and ablation. The aim of this study was to investigate the impact of SR and ablation on recurrence and prognosis in early-stage HCC patients, to optimize treatment strategies and improve long-term survival. METHODS A retrospective analysis was conducted on 801 patients diagnosed with Barcelona Clinic Liver Cancer (BCLC) stage 0/A HCC and treated with SR or ablation between January 2015 and December 2019. The effectiveness and complications of both treatments were analyzed, and patients were followed up to measure recurrence and survival. Propensity score matching (PSM) was employed to increase comparability between the two groups. The Kaplan-Meier method was used to analyze recurrence and survival, and a Cox risk proportional hazard model was used to identify risk factors that affect recurrence and surviva. RESULTS Before PSM, the overall survival (OS) rates were similar in both groups, with recurrence-free survival (RFS) rates better in the SR group than in the ablation group. After PSM, there was no significant difference in OS between the two groups. However, the RFS rates were significantly better in the SR group than in the ablation group. The ablation group exhibited superior outcomes compared to the SR group, with shorter treatment times, reduced bleeding, shorter hospital stays, and lower hospital costs. Concerning the location of the HCC within the liver, comparable efficacy was observed between SR and ablation for disease located in the noncentral region or left lobe. However, for HCCs located in the central region or right lobe of the liver, SR was more effective than ablation. CONCLUSIONS This study revealed no significant difference in OS between SR and ablation for early-stage HCC, with SR providing better RFS and ablation demonstrating better safety profiles and lower hospital costs. These findings offer valuable insights for clinicians in determining optimal treatment strategies for early-stage HCC patients, particularly in terms of balancing efficacy, safety, and cost considerations.
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Affiliation(s)
- Bilan Yang
- Department of GastroenterologyThe Third Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouPeople's Republic of China
- Guangdong Provincial Key Laboratory of Liver Disease ResearchGuangzhouGuangdongPeople's Republic of China
| | - Xiaoli Xi
- Department of GastroenterologyThe Third Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouPeople's Republic of China
- Guangdong Provincial Key Laboratory of Liver Disease ResearchGuangzhouGuangdongPeople's Republic of China
| | - Hongsheng Yu
- Department of GastroenterologyThe Third Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouPeople's Republic of China
- Guangdong Provincial Key Laboratory of Liver Disease ResearchGuangzhouGuangdongPeople's Republic of China
| | - Hao Jiang
- Department of GastroenterologyThe Third Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouPeople's Republic of China
- Guangdong Provincial Key Laboratory of Liver Disease ResearchGuangzhouGuangdongPeople's Republic of China
| | - Zixi Liang
- Department of GastroenterologyThe Third Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouPeople's Republic of China
- Guangdong Provincial Key Laboratory of Liver Disease ResearchGuangzhouGuangdongPeople's Republic of China
| | - Abdukyamu Smayi
- Department of GastroenterologyThe Third Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouPeople's Republic of China
- Guangdong Provincial Key Laboratory of Liver Disease ResearchGuangzhouGuangdongPeople's Republic of China
| | - Bin Wu
- Department of GastroenterologyThe Third Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouPeople's Republic of China
- Guangdong Provincial Key Laboratory of Liver Disease ResearchGuangzhouGuangdongPeople's Republic of China
| | - Yidong Yang
- Department of GastroenterologyThe Third Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouPeople's Republic of China
- Guangdong Provincial Key Laboratory of Liver Disease ResearchGuangzhouGuangdongPeople's Republic of China
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10
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Gündoğdu E. Relationship of the Presence of the Inferior Right Hepatic Vein with the Right Hepatic Vein Diameter and CT Liver Volumetry. Indian J Radiol Imaging 2023; 33:332-337. [PMID: 37362359 PMCID: PMC10289848 DOI: 10.1055/s-0043-1767784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/28/2023] Open
Abstract
Background Right hepatic venous anatomy, right lobe volume, and percentage of remnant liver are issues to be considered in preoperative planning especially transplantation. Objectives The aim of this study was to investigate the relationship of the presence of the inferior right hepatic vein (IRHV) with the right hepatic vein (RHV) diameter, right lobe volume, and percentage of remnant liver. Materials and Methods In t his cross-sectional study, the computed tomography (CT) images of 90 patients who underwent triphasic CT for being living liver donation were evaluated retrospectively. The number and diameter of IRHVs and the diameter of main RHV were recorded. For the liver volume analysis, a deep learning-based automatic liver segmentation (Hepatic VCAR) program was used. A virtual hepatectomy plane was drawn, where the right and left liver volumes were found and the percentage of the left lobe to the total liver volume was calculated. Pearson's correlation analysis was used for correlation analysis and Student's t -test was used to compare parameters. Results A total of 74 IRHVs were detected in 53 (58.88%) of 90 patients. There were no differences in the percentage of remnant left lobe volume, right lobe volume, and RHV diameter between the IRHV (+) and (-) groups. The RHV diameter had a weak negative correlation with the IRHV diameter, and a weak positive correlation with the right lobe volume. Conclusions The percentage of remnant left lobe volume, right lobe volume, and RHV diameter did not differ in liver donors with and without an IRHV. The RHV diameter had a weak negative correlation with the IRHV diameter and a weak positive correlation with the right lobe volume.
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Affiliation(s)
- Elif Gündoğdu
- Department of Radiology, Faculty of Medicine, Eskişehir Osmangazi University, Eskişehir, Turkey
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11
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Liu T, Ou Y, Huang T, Xue Z, Yao M, Li J, Huang Y, Cai X, Yan Y. Delimiting Low Level of Difficulty Scoring System Based on the Extent of Resection Difficulty Scoring System for Laparoscopic Liver Resection. J Laparoendosc Adv Surg Tech A 2023. [PMID: 36862541 DOI: 10.1089/lap.2022.0591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/03/2023] Open
Abstract
Background: The difficulty scoring system based on the extent of resection (DSS-ER) is a common tool for assessing the difficulty and risk of laparoscopic liver resection (LLR), but DSS-ER fails to comprehensively and accurately assess low level for beginners. Methods: The 93 cases of LLRs for primary liver cancer in the general surgery department of the Second Affiliated Hospital of Guangxi Medical University from 2017 to 2021 were retrospectively analyzed. The low level of DSS-ER difficulty scoring system was reclassified into three grades. The intraoperative and postoperative complications were compared among different groups. Results: There were significant differences in the operative time, blood loss, intraoperative allogeneic blood transfusion, conversion to laparotomy, and allogeneic blood transfusion among the different groups. Meanwhile, the postoperative complications were mainly pleural effusion and pneumonia, and the incidence of grade III was higher compared with other two grades. No significant difference existed in the postoperative biliary leakage and liver failure among three grades. Conclusions: This reclassified low level of DSS-ER difficulty scoring system has certain clinical value for LLR beginners to complete the corresponding learning curve.
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Affiliation(s)
- Tao Liu
- Department of General Surgery, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Yangyang Ou
- Department of General Surgery, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Taiyun Huang
- Department of General Surgery, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Zhaosong Xue
- Department of General Surgery, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Ming Yao
- Department of General Surgery, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Jianjun Li
- Department of General Surgery, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Yubin Huang
- Department of General Surgery, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Xiaoyong Cai
- Department of General Surgery, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Yihe Yan
- Department of General Surgery, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
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12
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Liao CC, Cheng YF, Yu CY, Tsang LCL, Chen CL, Hsu HW, Chang WC, Lim WX, Chuang YH, Huang PH, Ou HY. A Scoring System for Predicting Microvascular Invasion in Hepatocellular Carcinoma Based on Quantitative Functional MRI. J Clin Med 2022; 11:3789. [PMID: 35807074 PMCID: PMC9267530 DOI: 10.3390/jcm11133789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 06/23/2022] [Accepted: 06/28/2022] [Indexed: 11/17/2022] Open
Abstract
Microvascular invasion (MVI) in hepatocellular carcinoma (HCC) is a histopathological marker and risk factor for HCC recurrence. We integrated diffusion-weighted imaging (DWI) and magnetic resonance (MR) image findings of tumors into a scoring system for predicting MVI. In total, 228 HCC patients with pathologically confirmed MVI who underwent surgical resection or liver transplant between November 2012 and March 2021 were enrolled retrospectively. Patients were divided into a right liver lobe group (n = 173, 75.9%) as the model dataset and a left liver lobe group (n = 55, 24.1%) as the model validation dataset. Multivariate logistic regression identified two-segment involved tumor (Score: 1; OR: 3.14; 95% CI: 1.22 to 8.06; p = 0.017); ADCmin ≤ 0.95 × 10-3 mm2/s (Score: 2; OR: 10.88; 95% CI: 4.61 to 25.68; p = 0.000); and largest single tumor diameter ≥ 3 cm (Score: 1; OR: 5.05; 95% CI: 2.25 to 11.30; p = 0.000), as predictive factors for the scoring model. Among all patients, sensitivity was 89.66%, specificity 58.04%, positive predictive value 68.87%, and negative predictive value 84.41%. For validation of left lobe group, sensitivity was 80.64%, specificity 70.83%, positive predictive value 78.12%, and negative predictive value 73.91%. The scoring model using ADCmin, largest tumor diameter, and two-segment involved tumor provides high sensitivity and negative predictive value in MVI prediction for use in routine functional MR.
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Affiliation(s)
- Chien-Chang Liao
- Department of Radiology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, 123 Ta-Pei Road, Niao-Sung District, Kaohsiung 833, Taiwan; (C.-C.L.); (Y.-F.C.); (C.-Y.Y.); (L.-C.L.T.); (H.-W.H.); (W.-C.C.); (W.-X.L.); (Y.-H.C.); (P.-H.H.)
| | - Yu-Fan Cheng
- Department of Radiology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, 123 Ta-Pei Road, Niao-Sung District, Kaohsiung 833, Taiwan; (C.-C.L.); (Y.-F.C.); (C.-Y.Y.); (L.-C.L.T.); (H.-W.H.); (W.-C.C.); (W.-X.L.); (Y.-H.C.); (P.-H.H.)
| | - Chun-Yen Yu
- Department of Radiology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, 123 Ta-Pei Road, Niao-Sung District, Kaohsiung 833, Taiwan; (C.-C.L.); (Y.-F.C.); (C.-Y.Y.); (L.-C.L.T.); (H.-W.H.); (W.-C.C.); (W.-X.L.); (Y.-H.C.); (P.-H.H.)
| | - Leung-Chit Leo Tsang
- Department of Radiology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, 123 Ta-Pei Road, Niao-Sung District, Kaohsiung 833, Taiwan; (C.-C.L.); (Y.-F.C.); (C.-Y.Y.); (L.-C.L.T.); (H.-W.H.); (W.-C.C.); (W.-X.L.); (Y.-H.C.); (P.-H.H.)
| | - Chao-Long Chen
- Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, 123 Ta-Pei Road, Niao-Sung District, Kaohsiung 833, Taiwan;
| | - Hsien-Wen Hsu
- Department of Radiology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, 123 Ta-Pei Road, Niao-Sung District, Kaohsiung 833, Taiwan; (C.-C.L.); (Y.-F.C.); (C.-Y.Y.); (L.-C.L.T.); (H.-W.H.); (W.-C.C.); (W.-X.L.); (Y.-H.C.); (P.-H.H.)
| | - Wan-Ching Chang
- Department of Radiology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, 123 Ta-Pei Road, Niao-Sung District, Kaohsiung 833, Taiwan; (C.-C.L.); (Y.-F.C.); (C.-Y.Y.); (L.-C.L.T.); (H.-W.H.); (W.-C.C.); (W.-X.L.); (Y.-H.C.); (P.-H.H.)
| | - Wei-Xiong Lim
- Department of Radiology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, 123 Ta-Pei Road, Niao-Sung District, Kaohsiung 833, Taiwan; (C.-C.L.); (Y.-F.C.); (C.-Y.Y.); (L.-C.L.T.); (H.-W.H.); (W.-C.C.); (W.-X.L.); (Y.-H.C.); (P.-H.H.)
| | - Yi-Hsuan Chuang
- Department of Radiology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, 123 Ta-Pei Road, Niao-Sung District, Kaohsiung 833, Taiwan; (C.-C.L.); (Y.-F.C.); (C.-Y.Y.); (L.-C.L.T.); (H.-W.H.); (W.-C.C.); (W.-X.L.); (Y.-H.C.); (P.-H.H.)
| | - Po-Hsun Huang
- Department of Radiology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, 123 Ta-Pei Road, Niao-Sung District, Kaohsiung 833, Taiwan; (C.-C.L.); (Y.-F.C.); (C.-Y.Y.); (L.-C.L.T.); (H.-W.H.); (W.-C.C.); (W.-X.L.); (Y.-H.C.); (P.-H.H.)
| | - Hsin-You Ou
- Department of Radiology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, 123 Ta-Pei Road, Niao-Sung District, Kaohsiung 833, Taiwan; (C.-C.L.); (Y.-F.C.); (C.-Y.Y.); (L.-C.L.T.); (H.-W.H.); (W.-C.C.); (W.-X.L.); (Y.-H.C.); (P.-H.H.)
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13
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Wang M, Jin R, Lu J, Song E, Ma G. Automatic CT liver Couinaud segmentation based on key bifurcation detection with attentive residual hourglass-based cascaded network. Comput Biol Med 2022; 144:105363. [DOI: 10.1016/j.compbiomed.2022.105363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 02/21/2022] [Accepted: 02/26/2022] [Indexed: 11/03/2022]
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14
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Renzulli M, Brandi N, Pecorelli A, Pastore LV, Granito A, Martinese G, Tovoli F, Simonetti M, Dajti E, Colecchia A, Golfieri R. Segmental Distribution of Hepatocellular Carcinoma in Cirrhotic Livers. Diagnostics (Basel) 2022; 12:834. [PMID: 35453882 PMCID: PMC9032124 DOI: 10.3390/diagnostics12040834] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 03/25/2022] [Accepted: 03/27/2022] [Indexed: 02/07/2023] Open
Abstract
Background: To evaluate the segmental distribution of hepatocellular carcinoma (HCC) according to Couinaud’s anatomical division in cirrhotic patients. Methods: Between 2020 and 2021, a total of 322 HCC nodules were diagnosed in 217 cirrhotic patients who underwent computed tomography (CT) or magnetic resonance imaging (MRI) for the evaluation of suspicious nodules (>1 cm) detected during ultrasound surveillance. For each patient, the segmental position of the HCC nodule was recorded according to Couinaud’s description. The clinical data and nodule characteristics were collected. Results: A total of 234 (72.7%) HCC nodules were situated in the right lobe whereas 79 (24.5%) were detected in the left lobe (p < 0.0001) and only 9 nodules were in the caudate lobe (2.8%). HCC was most common in segment 8 (n = 88, 27.4%) and least common in segment 1 (n = 9, 2.8%). No significant differences were found in the frequencies of segmental or lobar involvement considering patient demographic and clinical characteristics, nodule dimension, or disease appearance. Conclusions: The intrahepatic distribution of HCC differs among Couinaud’s segments, with segment 8 being the most common location and segment 1 being the least common. The segmental distribution of tumour location was similar to the normal liver volume distribution, supporting a possible correlation between HCC location and the volume of hepatic segments and/or the volumetric distribution of the portal blood flow.
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Affiliation(s)
- Matteo Renzulli
- Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, 40138 Bologna, Italy; (A.P.); (L.V.P.); (G.M.); (M.S.); (R.G.)
| | - Nicolò Brandi
- Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, 40138 Bologna, Italy; (A.P.); (L.V.P.); (G.M.); (M.S.); (R.G.)
| | - Anna Pecorelli
- Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, 40138 Bologna, Italy; (A.P.); (L.V.P.); (G.M.); (M.S.); (R.G.)
| | - Luigi Vincenzo Pastore
- Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, 40138 Bologna, Italy; (A.P.); (L.V.P.); (G.M.); (M.S.); (R.G.)
| | - Alessandro Granito
- Division of Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (A.G.); (F.T.)
| | - Giuseppe Martinese
- Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, 40138 Bologna, Italy; (A.P.); (L.V.P.); (G.M.); (M.S.); (R.G.)
| | - Francesco Tovoli
- Division of Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (A.G.); (F.T.)
| | - Mario Simonetti
- Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, 40138 Bologna, Italy; (A.P.); (L.V.P.); (G.M.); (M.S.); (R.G.)
| | - Elton Dajti
- Department of Medical and Surgical Sciences (DIMEC), IRCCS, University of Bologna, Via Massarenti 9, 40138 Bologna, Italy;
| | - Antonio Colecchia
- Unit of Gastroenterology, Borgo Trento University Hospital of Verona, 25122 Verona, Italy;
| | - Rita Golfieri
- Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, 40138 Bologna, Italy; (A.P.); (L.V.P.); (G.M.); (M.S.); (R.G.)
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15
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Abstract
Liver segmentation is a crucial step in surgical planning from computed tomography scans. The possibility to obtain a precise delineation of the liver boundaries with the exploitation of automatic techniques can help the radiologists, reducing the annotation time and providing more objective and repeatable results. Subsequent phases typically involve liver vessels’ segmentation and liver segments’ classification. It is especially important to recognize different segments, since each has its own vascularization, and so, hepatic segmentectomies can be performed during surgery, avoiding the unnecessary removal of healthy liver parenchyma. In this work, we focused on the liver segments’ classification task. We exploited a 2.5D Convolutional Neural Network (CNN), namely V-Net, trained with the multi-class focal Dice loss. The idea of focal loss was originally thought as the cross-entropy loss function, aiming at focusing on “hard” samples, avoiding the gradient being overwhelmed by a large number of falsenegatives. In this paper, we introduce two novel focal Dice formulations, one based on the concept of individual voxel’s probability and another related to the Dice formulation for sets. By applying multi-class focal Dice loss to the aforementioned task, we were able to obtain respectable results, with an average Dice coefficient among classes of 82.91%. Moreover, the knowledge of anatomic segments’ configurations allowed the application of a set of rules during the post-processing phase, slightly improving the final segmentation results, obtaining an average Dice coefficient of 83.38%. The average accuracy was close to 99%. The best model turned out to be the one with the focal Dice formulation based on sets. We conducted the Wilcoxon signed-rank test to check if these results were statistically significant, confirming their relevance.
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16
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Vogl TJ, Lahrsow M. The Role of Conventional TACE (cTACE) and DEBIRI-TACE in Colorectal Cancer Liver Metastases. Cancers (Basel) 2022; 14:1503. [PMID: 35326651 PMCID: PMC8946099 DOI: 10.3390/cancers14061503] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 03/11/2022] [Accepted: 03/12/2022] [Indexed: 02/06/2023] Open
Abstract
Colorectal cancer (CRC) is one of the most common tumor entities worldwide and a common cause of cancer-associated death. Colorectal cancer liver metastases (CRLM) thereby constitute a severe life-limiting factor. The therapy of CRLM presents a major challenge and surgical resection as well as systemic chemotherapy remain the first-line treatment options. Over the years several locoregional, vascular- and image-based treatments offered by interventional radiologists have emerged when conventional therapies fail, or metastases recurrence occurs. Among such options is the conventional/traditional transarterial chemoembolization (cTACE) by local injection of a combination of chemotherapeutic- and embolic-agents. A similar treatment is the more recent irinotecan-loaded drug-eluting beads TACE (DEBIRI-TACE), which are administered using the same approach. Numerous studies have shown that these different types of chemoembolization can be applied in different clinical settings safely. Furthermore, such treatments can also be combined with other local or systemic therapies. Unfortunately, due to the incoherent patient populations of studies investigating TACE in CRLM, critics state that the definite evidence supporting positive patient outcomes is still lacking. In the following article we review studies on conventional and DEBIRI-TACE. Although highly dependent on the clinical setting, prior therapies and generally the study population, cTACE and DEBIRI-TACE show comparable results. We present the most representative studies on the different chemoembolization procedures and compare the results. Although there is compelling evidence for both approaches, further studies are necessary to determine which patients profit most from these therapies. In conclusion, we determine TACE to be a viable option in CRLM in different clinical settings. Nevertheless, a multidisciplinary approach is desired to offer patients the best possible care.
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Affiliation(s)
| | - Maximilian Lahrsow
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany;
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17
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Martens B, Wildberger JE, Van Kuijk SMJ, De Vos-Geelen J, Jeukens CRLPN, Mihl C. Influence of Contrast Material Temperature on Patient Comfort and Image Quality in Computed Tomography of the Abdomen: A Randomized Controlled Trial. Invest Radiol 2022; 57:85-89. [PMID: 34280944 DOI: 10.1097/rli.0000000000000807] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND International guideline recommendations on safe use of contrast media (CM) are conflicting regarding the necessity to prewarm iodinated CM. PURPOSE Aim of the study was to evaluate the effects of room temperature CM compared with prewarmed CM on image quality, safety, and patient comfort in abdominal computed tomography (CT). METHODS CATCHY (Contrast Media Temperature and Patient Comfort in Computed Tomography of the Abdomen) is a double-blinded, randomized noninferiority trial. Between February and August 2020, 218 participants referred for portal venous abdominal CT were prospectively and randomly assigned to 1 of 2 groups. All patients received iopromide at 300 mg I/mL: group 1 at room temperature (~23°C [~73°F]) and group 2 prewarmed to body temperature (37°C [99°F]). A state-of-the-art individualized CM injection protocol was used, based on body weight and adapted to tube voltage. Primary outcome was absolute difference in mean liver attenuation between groups, calculated with a 2-sided 95% confidence interval. The noninferiority margin was set at -10 HU. Secondary outcomes were objective (signal-to-noise ratio and contrast-to-noise ratio) and subjective image quality; CM extravasations and other adverse events; and participant comfort (5-point scale questionnaire) and pain (numeric rating scale). This trial is registered with ClinicalTrials.gov (NCT04249479). RESULTS The absolute difference in mean attenuation between groups was + 4.23 HU (95% confidence interval, +0.35 to +8.11; mean attenuation, 122.2 ± 13.1 HU in group 1, 118.0 ± 15.9 HU in group 2; P = 0.03). Signal-to-noise ratio, contrast-to-noise ratio, and subjective image quality were not significantly different between groups (P = 0.53, 0.23, and 0.99 respectively). Contrast extravasation occurred in 1 patient (group 2), and no other adverse events occurred. Comfort scores were significantly higher in group 1 than in group 2 (P = 0.03); pain did not significantly differ (perceived P > 0.99; intensity P = 0.20). CONCLUSIONS Not prewarming iodinated CM was found noninferior in abdominal CT imaging. Prewarming conferred no beneficial effect on image quality, safety, and comfort, and might therefore no longer be considered a prerequisite in state-of-the art injection protocols for parenchymal imaging.
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Affiliation(s)
| | | | - Sander M J Van Kuijk
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Center
| | | | - Cécile R L P N Jeukens
- From the Department of Radiology and Nuclear Medicine, Maastricht University Medical Center
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18
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Mojtahed A, Núñez L, Connell J, Fichera A, Nicholls R, Barone A, Marieiro M, Puddu A, Arya Z, Ferreira C, Ridgway G, Kelly M, Lamb HJ, Caseiro-Alves F, Brady JM, Banerjee R. Repeatability and reproducibility of deep-learning-based liver volume and Couinaud segment volume measurement tool. Abdom Radiol (NY) 2022; 47:143-151. [PMID: 34605963 PMCID: PMC8776724 DOI: 10.1007/s00261-021-03262-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 08/23/2021] [Accepted: 08/23/2021] [Indexed: 12/27/2022]
Abstract
Purpose Volumetric and health assessment of the liver is crucial to avoid poor post-operative outcomes following liver resection surgery. No current methods allow for concurrent and accurate measurement of both Couinaud segmental volumes for future liver remnant estimation and liver health using non-invasive imaging. In this study, we demonstrate the accuracy and precision of segmental volume measurements using new medical software, Hepatica™. Methods MRI scans from 48 volunteers from three previous studies were used in this analysis. Measurements obtained from Hepatica™ were compared with OsiriX. Time required per case with each software was also compared. The performance of technicians and experienced radiologists as well as the repeatability and reproducibility were compared using Bland–Altman plots and limits of agreement. Results High levels of agreement and lower inter-operator variability for liver volume measurements were shown between Hepatica™ and existing methods for liver volumetry (mean Dice score 0.947 ± 0.010). A high consistency between technicians and experienced radiologists using the device for volumetry was shown (± 3.5% of total liver volume) as well as low inter-observer and intra-observer variability. Tight limits of agreement were shown between repeated Couinaud segment volume (+ 3.4% of whole liver), segmental liver fibroinflammation and segmental liver fat measurements in the same participant on the same scanner and between different scanners. An underestimation of whole-liver volume was observed between three non-reference scanners. Conclusion Hepatica™ produces accurate and precise whole-liver and Couinaud segment volume and liver tissue characteristic measurements. Measurements are consistent between trained technicians and experienced radiologists. Graphic abstract ![]()
Supplementary Information The online version contains supplementary material available at 10.1007/s00261-021-03262-x.
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Affiliation(s)
- Amirkasra Mojtahed
- Division of Abdominal Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Luis Núñez
- Perspectum Ltd., Gemini One, 5520 John Smith Drive, Oxford, OX4 2LL, UK
| | - John Connell
- Perspectum Ltd., Gemini One, 5520 John Smith Drive, Oxford, OX4 2LL, UK.
| | | | - Rowan Nicholls
- Perspectum Ltd., Gemini One, 5520 John Smith Drive, Oxford, OX4 2LL, UK
| | - Angela Barone
- Perspectum Ltd., Gemini One, 5520 John Smith Drive, Oxford, OX4 2LL, UK
| | - Mariana Marieiro
- Perspectum Ltd., Gemini One, 5520 John Smith Drive, Oxford, OX4 2LL, UK
| | - Anthony Puddu
- Perspectum Ltd., Gemini One, 5520 John Smith Drive, Oxford, OX4 2LL, UK
| | - Zobair Arya
- Perspectum Ltd., Gemini One, 5520 John Smith Drive, Oxford, OX4 2LL, UK
| | - Carlos Ferreira
- Perspectum Ltd., Gemini One, 5520 John Smith Drive, Oxford, OX4 2LL, UK
| | - Ged Ridgway
- Perspectum Ltd., Gemini One, 5520 John Smith Drive, Oxford, OX4 2LL, UK
| | - Matt Kelly
- Perspectum Ltd., Gemini One, 5520 John Smith Drive, Oxford, OX4 2LL, UK
| | - Hildo J Lamb
- Department of Radiology, Leiden University Medical Centre, Leiden, The Netherlands
| | | | - J Michael Brady
- Perspectum Ltd., Gemini One, 5520 John Smith Drive, Oxford, OX4 2LL, UK
| | - Rajarshi Banerjee
- Perspectum Ltd., Gemini One, 5520 John Smith Drive, Oxford, OX4 2LL, UK
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Conventional Hepatic Volumetry May Lead to Inaccurate Segmental Yttrium-90 Radiation Dosimetry. Cardiovasc Intervent Radiol 2021; 44:1973-1985. [PMID: 34414494 DOI: 10.1007/s00270-021-02898-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2020] [Accepted: 06/10/2021] [Indexed: 12/17/2022]
Abstract
OBJECTIVE To compare radioembolization treatment zone volumes from mapping cone beam CT (CBCT) versus planning CT/MRI and to model their impact on dosimetry. METHODS Y90 cases were retrospectively identified in which intra-procedural CBCT angiograms were performed. Segmental and lobar treatment zone volumes were calculated with semi-automated contouring using Couinaud venous anatomy (planning CT/MRI) or tumor angiosome enhancement (CBCT). Differences were compared with a Wilcoxon signed-rank test. Treatment zone-specific differences in segmental volumes by volumetric method were also calculated and used to model differences in delivered dose using medical internal radiation dosimetry (MIRD) at 200 and 120 Gy targets. Anatomic, pathologic, and technical factors likely affecting segmental volumes by volumetric method were evaluated. RESULTS Forty segmental and 48 lobar CBCT angiograms and corresponding planning CT/MRI scans were included. Median Couinaud- and CBCT-derived segmental volumes were 281 and 243 mL, respectively (p = 0.005). Differences between Couinaud and CBCT lobar volumes (right, left) were not significant (p = 0.24, p = 0.07). Couinaud overestimated segmental volumes in 28 cases by a median of 98 mL (83%) and underestimated in 12 cases by median 69 mL (20%). At a 200 Gy dose target, Couinaud estimates produced median delivered doses of 367 and 160 Gy in these 28 and 12 cases. At a 120 Gy target, Couinaud produced doses of 220 and 96 Gy. Proximal vs. distal microcatheter positioning, variant arterial anatomy, and tumor location on or near segmental watersheds were leading factors linked to volumetric differences. CONCLUSION Use of CBCT-based volumetry may allow more accurate, personalized dosimetry for segmental Y90 radioembolization.
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Lopez Benítez R, Reyes Del Castillo T, Benz D, Fechner C, Szabo L, Kara L, Monnard E, Kostrzewa M, Roos JE. Percutaneous transhepatic biliary puncture simulator: a cord network prototype. Adv Simul (Lond) 2021; 6:27. [PMID: 34362469 PMCID: PMC8343814 DOI: 10.1186/s41077-021-00178-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 07/14/2021] [Indexed: 11/30/2022] Open
Abstract
Background The aim of this study was to present a percutaneous transhepatic biliary puncture simulator that can be used without radiation exposure and that reflects the conventional anatomy of the biliary ducts and its vicinity structures. Methods An anatomically based model of the biliary tree was developed using a cord network fixed to a wooden frame. The skin, ribs, intercostal muscles, and right lower lobe pleura were simulated using foam sponge, plastic tubes, a polystyrene foam panel, and an air pad, respectively. For the puncture, we used a 20-G Chiba needle and a wire with distal double arches; these were used to troll a cord, simulating the successful puncture of a bile duct. A camera was also placed above the model to allow the trainees to train eye-hand coordination while viewing the image on a monitor in real time. The simulator was tested with 60 radiology residents to evaluate the confidence and skills transferability of the training model. Results After receiving an introduction of the system and 5 min of training under tutor surveillance, all participants were able to troll a cord of the biliary simulator by themselves in less than 4 min. Only one participant punctured the simulated pleura. The participants’ evaluations showed positive results, with increased user confidence and skills transferability after the training session. Conclusions This proposed simulator can be an effective tool to improve a trainee’s confidence and competence while achieving procedural and non-procedural interventional radiology skills related to the liver. Trial registration Retrospectively registered
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Affiliation(s)
- Rubén Lopez Benítez
- Department of Radiology and Nuclear Medicine, Luzerner Kantonsspital, 6000, Lucerne, Switzerland
| | - Tomás Reyes Del Castillo
- Department of Radiology and Nuclear Medicine, Luzerner Kantonsspital, 6000, Lucerne, Switzerland.
| | - David Benz
- Department of Radiology and Nuclear Medicine, Luzerner Kantonsspital, 6000, Lucerne, Switzerland
| | - Carsten Fechner
- Department of Radiology and Nuclear Medicine, Luzerner Kantonsspital, 6000, Lucerne, Switzerland
| | - Lorant Szabo
- Department of Radiology and Nuclear Medicine, Luzerner Kantonsspital, 6000, Lucerne, Switzerland
| | - Levent Kara
- Institute of Radiology and Nuclear Medicine, Stadtspital Triemli Zürich, 8063, Zurich, Switzerland
| | - Etienne Monnard
- Department of Radiology, Fribourg Hopital Cantonal, 1752, Fribourg, Switzerland
| | - Michael Kostrzewa
- Institute of Radiology, Kantosspital Baden, 5404, Baden, Switzerland
| | - Justus E Roos
- Department of Radiology and Nuclear Medicine, Luzerner Kantonsspital, 6000, Lucerne, Switzerland
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Morshid A, Szklaruk J, Yacoub JH, Elsayes KM. Errors and Misinterpretations in Imaging of Chronic Liver Diseases. Magn Reson Imaging Clin N Am 2021; 29:419-436. [PMID: 34243927 DOI: 10.1016/j.mric.2021.05.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
MRI is an important problem-solving tool for accurate characterization of liver lesions. Chronic liver disease alters the typical imaging characteristics and complicates liver imaging. Awareness of imaging pitfalls and technical artifacts and ways to mitigate them allows for more accurate and timely diagnosis.
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Affiliation(s)
- Ali Morshid
- Department of Diagnostic Radiology, The University of Texas Medical Branch, 301 University Boulevard, Galveston, TX 77555, USA.
| | - Janio Szklaruk
- Department of Diagnostic Radiology, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, Houston, TX 77030, USA
| | - Joseph H Yacoub
- Department of Radiology, Medstar Georgetown University Hospital, 110 Irving Street Northwest, Washington, DC 20010, USA
| | - Khaled M Elsayes
- Department of Diagnostic Radiology, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, Houston, TX 77030, USA
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Association of Preoperative Prognostic Nutritional Index and Postoperative Acute Kidney Injury in Patients Who Underwent Hepatectomy for Hepatocellular Carcinoma. J Pers Med 2021; 11:jpm11050428. [PMID: 34069960 PMCID: PMC8157861 DOI: 10.3390/jpm11050428] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 05/08/2021] [Accepted: 05/17/2021] [Indexed: 01/14/2023] Open
Abstract
Various biological indicators are reportedly associated with postoperative acute kidney injury (AKI) in the surgical treatment of hepatocellular carcinoma (HCC). However, only a few studies have evaluated the association between the preoperative prognostic nutritional index (PNI) and postoperative AKI. This study evaluated the association of the preoperative PNI and postoperative AKI in HCC patients. We retrospectively analyzed 817 patients who underwent open hepatectomy between December 2007 and December 2015. Multivariate regression analysis was performed to evaluate the association between the PNI and postoperative AKI. Additionally, we evaluated the association between the PNI and outcomes such as postoperative renal replacement therapy (RRT) and mortality. Cox regression analysis was performed to assess the risk factors for one-year and five-year mortality. In the multivariate analysis, high preoperative PNI was significantly associated with a lower incidence of postoperative AKI (odds ratio (OR): 0.92, 95% confidence interval (CI): 0.85 to 0.99, p = 0.021). Additionally, diabetes mellitus and the use of synthetic colloids were significantly associated with postoperative AKI. PNI was associated with postoperative RRT (OR: 0.76, 95% CI: 0.60 to 0.98, p = 0.032) even after adjusting for other potential confounding variables. In the Cox regression analysis, high PNI was significantly associated with low one-year mortality (Hazard ratio (HR): 0.87, 95% CI: 0.81 to 0.94, p < 0.001), and five-year mortality (HR: 0.93, 95% CI: 0.90–0.97, p < 0.001). High preoperative PNI was significantly associated with a lower incidence of postoperative AKI and low mortality. These results suggest that the preoperative PNI might be a predictor of postoperative AKI and surgical prognosis in HCC patients undergoing open hepatectomy.
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Arviza P, Bombín A, Arrazola J, de Blas CS, Talarico EF, Bartolomé AMP, Gonzalez AV, Gonzalez LE, Rodriguez CS, Munoz MD, Sanchez LP, Sanudo JR, Maranillo E, Schneeberger S, Konschake M. Comparative anatomo-radiological study of intrahepatic venous vascularization in the Spain. Ann Anat 2021; 237:151740. [PMID: 33895285 DOI: 10.1016/j.aanat.2021.151740] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 03/24/2021] [Accepted: 03/24/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Anatomic variations in the hepatic venous system are the least understood aspect of hepatic anatomy. The variations are diverse, and data are lacking with respect to the population of Spain and methods of detection. The objective was to examine morphological patterns of variations in hepatic venous vascularization using cadaveric dissections vs. radiological imaging, and to analyze the findings with respect to Spain and to published studies. METHODS Thirty-one livers were anatomically dissected and analyzed for their hepatic venous anatomy and then compared to the venous anatomy of livers examined in 216 CT scans from 119 men and 97 women, ranging between 27 and 89 years of age. Statistical analysis was done using the Chi squared and Fisher homogeneity tests. RESULTS The hepatic portal vein showed morphological variations in cadavers vs. CT of 67.3% vs. 67.6% (p-I), 29% vs. 12.2% (p-II), 0% vs. 14.6% (p-III), 0% vs. 14.6% (p-IV), 3.2% vs. 0.5% (p-V) and 6.5% vs. 1.9% (p-VI), respectively in cadavers vs. CT. Hepatic vein pattern variation were found in 64.5% vs. 50.7% (h-I), 32.2% vs. 31.5% (h-II), 0% vs. 2.3% (h-III), 0% vs. 4.7% (h-IV), respectively in dissections vs. CT). In Accessory Hepatic Veins the frequency in pattern variation was 64.5% vs. 18.8% (a-2.1), 29.0% vs. 8.0% (a-2.2), 58.1% vs. 11.3% (a-2.3), 9.7% vs. 0.9% (a-2.4), 67.7% vs. 16.9% (a-2.5), 9.7% vs. 4.2% (a-2.6) and 0% vs. 0.5% (a-2.7), respectively, in cadavers vs. CT. CT showed in 27.2% no accessory hepatic veins. Sex was not a factor influencing patterns of variation. CONCLUSION Anatomical variants of the hepatic portal vein, the hepatic vein and accessory hepatic veins are very diverse and show greater variability in the specimens compared to those detected with radiological images, finding a wider spectrum of variations as it allows the clinician to have a more precise definition of the vasculature. A higher precision in the definition of anatomical variations is warranted for surgical planning in liver resection and transplantation.
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Affiliation(s)
- Pablo Arviza
- Department of Anatomy and Embryology, Universidad Complutense de Madrid, Spain
| | - Asier Bombín
- Department of Anatomy and Embryology, Universidad Complutense de Madrid, Spain
| | - Juan Arrazola
- Radiology Department, Hospital Clinico de Madrid, Spain
| | - Clara Simón de Blas
- Department of Computer Science, Universidad Rey Juan Carlos I, Madrid, Spain
| | | | | | | | | | | | | | | | - José Ramón Sanudo
- Department of Anatomy and Embryology, Universidad Complutense de Madrid, Spain
| | - Eva Maranillo
- Department of Anatomy and Embryology, Universidad Complutense de Madrid, Spain
| | - Stefan Schneeberger
- Visceral, Transplant and Thoracic Surgery, Department of Surgery, Medical University of Innsbruck (MUI), Innsbruck, Austria
| | - Marko Konschake
- Institute of Clinical and Functional Anatomy, Medical University of Innsbruck (MUI), Innsbruck, Austria.
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Mole DJ, Fallowfield JA, Sherif AE, Kendall T, Semple S, Kelly M, Ridgway G, Connell JJ, McGonigle J, Banerjee R, Brady JM, Zheng X, Hughes M, Neyton L, McClintock J, Tucker G, Nailon H, Patel D, Wackett A, Steven M, Welsh F, Rees M. Quantitative magnetic resonance imaging predicts individual future liver performance after liver resection for cancer. PLoS One 2020; 15:e0238568. [PMID: 33264327 PMCID: PMC7710097 DOI: 10.1371/journal.pone.0238568] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Accepted: 08/19/2020] [Indexed: 12/12/2022] Open
Abstract
The risk of poor post-operative outcome and the benefits of surgical resection as a curative therapy require careful assessment by the clinical care team for patients with primary and secondary liver cancer. Advances in surgical techniques have improved patient outcomes but identifying which individual patients are at greatest risk of poor post-operative liver performance remains a challenge. Here we report results from a multicentre observational clinical trial (ClinicalTrials.gov NCT03213314) which aimed to inform personalised pre-operative risk assessment in liver cancer surgery by evaluating liver health using quantitative multiparametric magnetic resonance imaging (MRI). We combined estimation of future liver remnant (FLR) volume with corrected T1 (cT1) of the liver parenchyma as a representation of liver health in 143 patients prior to treatment. Patients with an elevated preoperative liver cT1, indicative of fibroinflammation, had a longer post-operative hospital stay compared to those with a cT1 within the normal range (6.5 vs 5 days; p = 0.0053). A composite score combining FLR and cT1 predicted poor liver performance in the 5 days immediately following surgery (AUROC = 0.78). Furthermore, this composite score correlated with the regenerative performance of the liver in the 3 months following resection. This study highlights the utility of quantitative MRI for identifying patients at increased risk of poor post-operative liver performance and a longer stay in hospital. This approach has the potential to inform the assessment of individualised patient risk as part of the clinical decision-making process for liver cancer surgery.
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Affiliation(s)
- Damian J. Mole
- Clinical Surgery, Royal Infirmary of Edinburgh, University of Edinburgh, Edinburgh, United Kingdom
- Centre for Inflammation Research, University of Edinburgh, Queen’s Medical Research Institute, Edinburgh, United Kingdom
| | - Jonathan A. Fallowfield
- Centre for Inflammation Research, University of Edinburgh, Queen’s Medical Research Institute, Edinburgh, United Kingdom
| | - Ahmed E. Sherif
- Clinical Surgery, Royal Infirmary of Edinburgh, University of Edinburgh, Edinburgh, United Kingdom
- Department of HPB Surgery, National Liver Institute, Menoufia University, Shibin Elkom, Egypt
| | - Timothy Kendall
- Institute of Genetics and Molecular Medicine, Edinburgh, United Kingdom
- Department of Pathology, NHS Lothian, Edinburgh, United Kingdom
| | - Scott Semple
- Centre for Cardiovascular Science, Queen’s Medical Research Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Matt Kelly
- Perspectum, Gemini One, Oxford, United Kingdom
| | | | | | | | | | | | - Xiaozhong Zheng
- Centre for Inflammation Research, University of Edinburgh, Queen’s Medical Research Institute, Edinburgh, United Kingdom
| | - Michael Hughes
- Clinical Surgery, Royal Infirmary of Edinburgh, University of Edinburgh, Edinburgh, United Kingdom
| | - Lucile Neyton
- Centre for Inflammation Research, University of Edinburgh, Queen’s Medical Research Institute, Edinburgh, United Kingdom
| | | | - Garry Tucker
- Clinical Research Facility, NHS Lothian, Edinburgh, United Kingdom
| | - Hilary Nailon
- Clinical Research Facility, NHS Lothian, Edinburgh, United Kingdom
| | - Dilip Patel
- Clinical Radiology, NHS Lothian, Edinburgh, United Kingdom
| | | | | | - Fenella Welsh
- Hampshire Hospitals Foundation Trust, Basingstoke, United Kingdom
| | - Myrddin Rees
- Hampshire Hospitals Foundation Trust, Basingstoke, United Kingdom
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Villalobos A, Soliman MM, Majdalany BS, Schuster DM, Galt J, Bercu ZL, Kokabi N. Yttrium-90 Radioembolization Dosimetry: What Trainees Need to Know. Semin Intervent Radiol 2020; 37:543-554. [PMID: 33328711 PMCID: PMC7732571 DOI: 10.1055/s-0040-1720954] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Alexander Villalobos
- Division of Interventional Radiology and Image Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - Mohamed M. Soliman
- Weill Cornell Medicine – Qatar School of Medicine, Education City, Al Luqta St, Ar-Rayyan, Qatar
| | - Bill S. Majdalany
- Division of Interventional Radiology and Image Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - David M. Schuster
- Division of Nuclear and Molecular Imaging, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - James Galt
- Division of Nuclear and Molecular Imaging, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - Zachary L. Bercu
- Division of Interventional Radiology and Image Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - Nima Kokabi
- Division of Interventional Radiology and Image Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia
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de Morais-Pinto L, Pereira VP, de Souza Vencato M, de Oliveira A, Miglino MA. Venous hepatic segmentation in dogs (Canis lupus familiaris-L. 1758). Anat Histol Embryol 2020; 50:224-233. [PMID: 32960487 DOI: 10.1111/ahe.12619] [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: 05/08/2020] [Revised: 08/14/2020] [Accepted: 09/01/2020] [Indexed: 10/23/2022]
Abstract
The external shape of the liver is varied and determines specific vascular arrangements. This morphological relationship is important to establish hepatic segmentation in different species submitted to surgeries that aim to preserve a larger area of liver parenchyma. After observing 60 livers injected with Neoprene Latex and three plastic moulds obtained by corrosion, eight hepatic venous segments were identified, drained by six hepatic veins agrouped into segmental veins, which drained one sector (segments I, VI, VII and VIII) and intersegmental veins, which drained more than one sector (segments II/III and IV/V). They were described as follows: left intersegmental vein, formed by a segmental vein from the papillary process (segment I), two to three lateral left segmental veins that drained the segment II, and one to five left paramedian segmental veins that drained the segment III; sagittal intersegmental vein, formed by the confluence between segmental vein of the quadrate lobe (segment IV) and the medial right paramedian segmental vein, which derived from the segment V; lateral right paramedian vein drained the dorsocranial sector of the segment VI; the lateral right segmental vein, formed by one to four vessels that drained segment VII, and the segmental vein of the caudate process, which drained the segment VIII. Understanding the number and disposition of the hepatic veins in lobate livers is essential to reduce bleeding risks in surgeries. The nomenclature based on segmentation analogy of non-lobate liver could be less confusing and, therefore, be more useful in the surgical approaches of lobate livers.
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Affiliation(s)
| | - Vítor Pires Pereira
- Departamento de Morfologia, Universidade Federal de Santa Maria, Santa Maria, Brasil
| | | | - Alzido de Oliveira
- Faculdade de Medicina Veterinária, Universidade de Alfenas, Minas Gerais, Brasil
| | - Maria Angelica Miglino
- Departamento de Cirurgia, Faculdade de Medicina Veterinária e Zootecnia, Universidade de São Paulo, São Paulo, Brasil
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A Solution for Homogeneous Liver Enhancement in Computed Tomography: Results From the COMpLEx Trial. Invest Radiol 2020; 55:666-672. [PMID: 32898357 DOI: 10.1097/rli.0000000000000693] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVES The aim of the study was to reach homogeneous enhancement of the liver, irrespective of total body weight (TBW) or tube voltage. An easy-to-use rule of thumb, the 10-to-10 rule, which pairs a 10 kV reduction in tube voltage with a 10% decrease in contrast media (CM) dose, was evaluated. MATERIALS AND METHODS A total of 256 patients scheduled for an abdominal CT in portal venous phase were randomly allocated to 1 of 4 groups. In group 1 (n = 64), a tube voltage of 120 kV and a TBW-adapted CM injection protocol was used: 0.521 g I/kg. In group 2 (n = 63), tube voltage was 90 kV and the TBW-adapted CM dosing factor remained 0.521 g I/kg. In group 3 (n = 63), tube voltage was reduced by 20 kV and CM dosing factor by 20% compared with group 1, in line with the 10-to-10 rule (100 kV; 0.417 g I/kg). In group 4 (n = 66), tube voltage was decreased by 30 kV paired with a 30% decrease in CM dosing factor compared with group 1, in line with the 10-to-10 rule (90 kV; 0.365 g I/kg). Objective image quality was evaluated by measuring attenuation in Hounsfield units (HU), signal-to-noise ratio, and contrast-to-noise ratio in the liver. Overall subjective image quality was assessed by 2 experienced readers by using a 5-point Likert scale. Two-sided P values below 0.05 were considered significant. RESULTS Mean attenuation values in groups 1, 3, and 4 were comparable (118.2 ± 10.0, 117.6 ± 13.9, 117.3 ± 21.6 HU, respectively), whereas attenuation in group 2 (141.0 ± 18.2 HU) was significantly higher than all other groups (P < 0.01). No significant difference in attenuation was found between weight categories 80 kg or less and greater than 80 kg within the 4 groups (P ≥ 0.371). No significant differences in subjective image quality were found (P = 0.180). CONCLUSIONS The proposed 10-to-10 rule is an easily reproducible method resulting in similar enhancement in portal venous CT of the liver throughout the patient population, irrespective of TBW or tube voltage.
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Yan J, Feng H, Wang H, Yuan F, Yang C, Liang X, Chen W, Wang J. Hepatic artery classification based on three-dimensional CT. Br J Surg 2020; 107:906-916. [PMID: 32057096 DOI: 10.1002/bjs.11458] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Revised: 09/22/2019] [Accepted: 11/12/2019] [Indexed: 02/06/2023]
Abstract
BACKGROUND Precise classification of the hepatic artery is helpful for preoperative surgical planning in hepatobiliary-pancreatic surgery. However, the anatomy of hepatic arteries is variable. This study investigated anatomical variation using three-dimensional visualization and evaluation (3DVE) to develop a nomenclature system. METHODS The origin and course of the hepatic artery were tracked and analysed by using three-dimensional visualization of CT images acquired between 2013 and 2017. The new classification and nomenclature system, named CRL, was developed based on the origins of the common, right and left hepatic arteries. RESULTS Scans from 770 adults were evaluated. Preoperative 3DVE correlated better with surgical findings than the original CT images alone. Using the CRL classification system, hepatic arteries were divided into nine subtypes. Only 87·4-89·2 per cent of the hepatic arteries of 610 living-donor liver transplant donors were depicted in Michels', Hiatt's or Varotti's classification, compared with 100 per cent identified by the CRL classification. The CRL classification was validated against external data sets from previous studies, with 99·6-100·0 per cent of patients classified by the CRL system. CONCLUSION The CRL classification covers hepatic artery variants and may be used for planning liver surgery.
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Affiliation(s)
- J Yan
- Department of Biliary-Pancreatic Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, China
| | - H Feng
- Department of Biliary-Pancreatic Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, China
| | - H Wang
- Department of Biliary-Pancreatic Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, China
- University of Queensland Diamantina Institute, University of Queensland, Woolloongabba, Queensland 4102, Australia
| | - F Yuan
- Graduate School, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - C Yang
- Graduate School, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - X Liang
- University of Queensland Diamantina Institute, University of Queensland, Woolloongabba, Queensland 4102, Australia
| | - W Chen
- Department of Biliary-Pancreatic Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, China
| | - J Wang
- Department of Biliary-Pancreatic Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, China
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A guide to 90Y radioembolization and its dosimetry. Phys Med 2019; 68:132-145. [DOI: 10.1016/j.ejmp.2019.09.236] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 09/15/2019] [Accepted: 09/17/2019] [Indexed: 01/14/2023] Open
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Individually Body Weight-Adapted Contrast Media Application in Computed Tomography Imaging of the Liver at 90 kVp. Invest Radiol 2019; 54:177-182. [PMID: 30721159 DOI: 10.1097/rli.0000000000000525] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
OBJECTIVES The aim of the present study was to evaluate the attenuation and image quality (IQ) of a body weight-adapted contrast media (CM) protocol compared with a fixed injection protocol in computed tomography (CT) of the liver at 90 kV. MATERIALS AND METHODS One hundred ninety-nine consecutive patients referred for abdominal CT imaging in portal venous phase were included. Group 1 (n = 100) received a fixed CM dose with a total iodine load (TIL) of 33 g I at a flow rate of 3.5 mL/s, resulting in an iodine delivery rate (IDR) of 1.05 g I/s. Group 2 (n = 99) received a body weight-adapted CM protocol with a dosing factor of 0.4 g I/kg with a subsequent TIL adapted to the patients' weight. Injection time of 30 seconds was kept identical for all patients. Therefore, flow rate and IDR changed with different body weight. Patients were divided into 3 weight categories; 70 kg or less, 71 to 85 kg, and 86 kg or greater. Attenuation (HU) in 3 segments of the liver, signal-to-noise ratio, and contrast-to-noise ratio were used to evaluate objective IQ. Subjective IQ was assessed by a 5-point Likert scale. Differences between groups were statistically analyzed (P < 0.05 was considered statistically significant). RESULTS No significant differences in baseline characteristics were found between groups. The CM volume and TIL differed significantly between groups (P < 0.01), with mean values in group 1 of 110 mL and 33 g I, and in group 2 of 104.1 ± 21.2 mL and 31.2 ± 6.3 g I, respectively. Flow rate and IDR were not significantly different between groups (P > 0.05). Body weight-adapted protocoling led to more homogeneous enhancement of the liver parenchyma compared with a fixed protocol with a mean enhancement per weight category in group 2 of 126.5 ± 15.8, 128.2 ± 15.3, and 122.7 ± 21.2 HU compared with that in group 1 of 139.9 ± 21.4, 124.6 ± 24.8, and 116.2 ± 17.8 HU, respectively. CONCLUSIONS Body weight-adapted CM injection protocols result in more homogeneous enhancement of the liver parenchyma at 90 kV in comparison to a fixed CM volume with comparable objective and subjective IQ, whereas overall CM volume can be safely reduced in more than half of patients.
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Ham T, Jeon JH, Roh Y, Lee S, Lee S, Kwon H, Cho JH. A novel method to determine hepatic segments using Sonazoid, an ultrasound contrast agent. Ultrasonography 2019; 39:94-101. [PMID: 31786906 PMCID: PMC6920615 DOI: 10.14366/usg.19020] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Accepted: 07/21/2019] [Indexed: 12/18/2022] Open
Abstract
The conventional radiologic method for liver segmentation is based on the position of the hepatic and portal veins. However, during surgery, liver segments are resected based on the distribution of hepatic portal blood flow. This discrepancy can lead to a number of problems, such as miscommunication among clinicians, missing the location of the segment with the hepatic mass, and the risk of extended hepatic resection. We suggest a novel method to determine hepatic segments based on portal blood flow, as in the surgical approach, but by using high and low mechanical indexes in contrast-enhanced ultrasonography with Sonazoid. This approach is helpful for preoperatively determining hepatic segments and reducing the risk of missing the location of a hepatic tumor or extended hepatic resection.
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Affiliation(s)
- Taehyuk Ham
- Department of Radiology, Dong-A University Hospital, Dong-A University College of Medicine, Busan, Korea
| | - Joo Hee Jeon
- Department of Radiology, Dong-A University Hospital, Dong-A University College of Medicine, Busan, Korea
| | - Younghoon Roh
- Department of Surgery, Dong-A University Hospital, Dong-A University College of Medicine, Busan, Korea
| | - Sungwook Lee
- Department of Internal medicine, Dong-A University Hospital, Dong-A University College of Medicine, Busan, Korea
| | - Sangyoon Lee
- Department of Radiology, Daedong Hospital, Busan, Korea
| | - Heejin Kwon
- Department of Radiology, Dong-A University Hospital, Dong-A University College of Medicine, Busan, Korea
| | - Jin Han Cho
- Department of Radiology, Dong-A University Hospital, Dong-A University College of Medicine, Busan, Korea
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Kruepunga N, Hakvoort TB, Hikspoors JP, Köhler SE, Lamers WH. Anatomy of rodent and human livers: What are the differences? Biochim Biophys Acta Mol Basis Dis 2019; 1865:869-878. [DOI: 10.1016/j.bbadis.2018.05.019] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Revised: 04/30/2018] [Accepted: 05/22/2018] [Indexed: 12/17/2022]
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Campi R, Tellini R, Sessa F, Mari A, Cocci A, Greco F, Crestani A, Gomez Rivas J, Fiori C, Lapini A, Gallucci M, Capitanio U, Roupret M, Abaza R, Carini M, Serni S, Ficarra V, Porpiglia F, Esperto F, Minervini A. Techniques and outcomes of minimally-invasive surgery for nonmetastatic renal cell carcinoma with inferior vena cava thrombosis: a systematic review of the literature. MINERVA UROL NEFROL 2019; 71:339-358. [PMID: 30957477 DOI: 10.23736/s0393-2249.19.03396-4] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
INTRODUCTION Current guidelines recommend considering surgical excision of non-metastatic renal cell carcinoma (RCC) with inferior vena cava (IVC) thrombosis in patients with acceptable performance status. Of note, several authors have pioneered specific techniques for laparoscopic and robotic management of renal cancer with level I-IV IVC thrombosis. EVIDENCE ACQUISITION A systematic review of the English-language literature on surgical techniques and perioperative outcomes of minimally-invasive radical nephrectomy (RN) and IVC thrombectomy for nonmetastatic RCC was performed without time filters using the MEDLINE (via PubMed), Cochrane Central Register of Controlled Trials and Web of Science (WoS) databases in September 2018 according to the PRISMA statement recommendations. EVIDENCE SYNTHESIS Overall, 28 studies were selected for qualitative analysis (N.=13 on laparoscopic surgery, N.=15 on robotic surgery). The quality of evidence according to GRADE was low. Laparoscopic techniques included hand-assisted, hybrid and pure laparoscopic approaches. Most of these series included right-sided tumors with predominantly level I or II IVC thrombi. Similarly, most robotic series reported right-sided RCC with level I-II IVC thrombosis; yet, few authors extended the indication to level III thrombi and to left-sided RCC. Surgical techniques for minimally-invasive IVC thrombectomy evolved over the years, with specific technical nuances aiming to tailor surgical strategy according to both tumor side and thrombus extent. Among the included studies, perioperative outcomes were promising. CONCLUSIONS Minimally-invasive surgery is technically feasible and has been shown to achieve acceptable perioperative outcomes in selected patients with renal cancer and IVC thrombosis. The evidence is premature to draw conclusions on intermediate-long term oncologic outcomes. Robotic surgery allowed to extend surgical indications to more challenging cases with more extensive tumor thrombosis. Nonetheless, global experience on minimally-invasive IVC thrombectomy is limited to high-volume surgeons at high-volume Centers. Future research is needed to prove its non-inferiority as compared to open surgery and to define its benefits and limits.
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Affiliation(s)
- Riccardo Campi
- Department of Urology, Careggi University Hospital, Florence, Italy - .,Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy -
| | - Riccardo Tellini
- Department of Urology, Careggi University Hospital, Florence, Italy
| | - Francesco Sessa
- Department of Urology, Careggi University Hospital, Florence, Italy
| | - Andrea Mari
- Department of Urology, Careggi University Hospital, Florence, Italy.,Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Andrea Cocci
- Department of Urology, Careggi University Hospital, Florence, Italy.,Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | | | - Alessandro Crestani
- Unit of Urology, Santa Maria della Misericordia Academic Medical Center Hospital, Udine, Italy
| | - Juan Gomez Rivas
- Department of Urology, La Paz University Hospital, Madrid, Spain
| | - Cristian Fiori
- Department of Urology, San Luigi Gonzaga Hospital, University of Turin, Orbassano, Turin, Italy
| | - Alberto Lapini
- Department of Urology, Careggi University Hospital, Florence, Italy
| | - Michele Gallucci
- Department of Urology, Regina Elena National Cancer Institute, Rome, Italy
| | - Umberto Capitanio
- Unit of Urology, San Raffaele Hospital IRCCS, Vita-Salute San Raffaele University, Milan, Italy.,Unit of Renal Cancer, Division of Oncology, Urological Research Institute (URI), San Raffaele Hospital IRCCS, Milan, Italy
| | - Morgan Roupret
- Pitié-Salpêtrière Hospital, Sorbonne University, Paris, France
| | - Ronney Abaza
- Unit of Robotic Urologic Surgery, Ohio Health Dublin Methodist Hospital, Columbus, OH, USA
| | - Marco Carini
- Department of Urology, Careggi University Hospital, Florence, Italy.,Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Sergio Serni
- Department of Urology, Careggi University Hospital, Florence, Italy.,Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Vincenzo Ficarra
- Department of Human Pathology of Adult and Evolutive Age, University of Messina, Messina, Italy
| | - Francesco Porpiglia
- Department of Urology, San Luigi Gonzaga Hospital, University of Turin, Orbassano, Turin, Italy
| | | | - Andrea Minervini
- Department of Urology, Careggi University Hospital, Florence, Italy.,Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
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Huang Y, Zhang Z, Zhou Y, Yang J, Hu K, Wang Z. Should we apply sorafenib in hepatocellular carcinoma patients with microvascular invasion after curative hepatectomy? Onco Targets Ther 2019; 12:541-548. [PMID: 30666133 PMCID: PMC6334782 DOI: 10.2147/ott.s187357] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Objective Microvascular invasion (MVI) has been proved to be an independent risk factor for the recurrence of HCC. If promptly treated, the recurrence rate can be reduced and the total survival time can be prolonged. The aim of this study is to analyze the effect of sorafenib on the clinical outcomes in HCC patients with MVI after curative hepatectomy. Methods HCC patients who underwent hepatectomy and were pathologically diagnosed with MVI were retrospectively analyzed. Patients were divided into sorafenib group and control group. Sorafenib 400 mg, twice daily, was administered orally after surgery in the sorafenib group. The recurrence-free survival (RFS) and overall survival (OS) were observed during follow-up, and associated factors were analyzed using univariate and multivariate COX regression. Results There was no significant difference in demographics, clinical staging, and tumor index between sorafenib group (16 patients) and control group (33 matched patients). The RFS and OS were both longer in the sorafenib group, and the 3-years RFS rates of the sorafenib group and control group were 56.3% (9 of 16) and 24.2% (8 of 33), respectively (P=0.027). The 3-year OS rate of the sorafenib group was 81.3% (13 of 16), which was significantly higher than that of the control group (39.4%, P=0.006). The results of multivariate COX regression indicated that treatment with sorafenib was an independent associated factor for RFS and OS. Conclusion We believe that using sorafenib therapy after curative hepatectomy in HCC patients with MVI is effective and beneficial as it can reduce recurrence and prolong the survival time.
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Affiliation(s)
- Yun Huang
- Department of Hepatobiliary Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China,
| | - Zeyu Zhang
- Department of Hepatobiliary Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China,
| | - Yufan Zhou
- Department of Hepatobiliary Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China,
| | - Jiajin Yang
- Department of Hepatobiliary Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China,
| | - Kuan Hu
- Department of Hepatobiliary Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China,
| | - Zhiming Wang
- Department of Hepatobiliary Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China,
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Sharma M, Somani P, Rameshbabu CS, Sunkara T, Rai P. Stepwise evaluation of liver sectors and liver segments by endoscopic ultrasound. World J Gastrointest Endosc 2018; 10:326-339. [PMID: 30487943 PMCID: PMC6247100 DOI: 10.4253/wjge.v10.i11.326] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Revised: 08/16/2018] [Accepted: 10/17/2018] [Indexed: 02/06/2023] Open
Abstract
The liver has eight segments, which are referred to by numbers or by names. The numbering of the segments is done in a counterclockwise manner with the liver being viewed from the inferior surface, starting from Segment I (the caudate lobe). Standard anatomical description of the liver segments is available by computed tomographic scan and ultrasonography. Endoscopic ultrasound (EUS) has been used for a detailed imaging of many intra-abdominal organs and for the assessment of intra-abdominal vasculature. A stepwise evaluation of the liver segments by EUS has not been described. In this article, we have described a stepwise evaluation of the liver segments by EUS. This information can be useful for planning successful radical surgeries, preparing for biopsy, portal vein embolization, transjugular intrahepatic portosystemic shunt, tumour resection or partial hepatectomy, and for planning EUS guided diagnostic and therapeutic procedures.
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Affiliation(s)
- Malay Sharma
- Department of Gastroenterology, Jaswant Rai Speciality Hospital, Meerut 25001, Uttar Pradesh, India
| | - Piyush Somani
- Department of Gastroenterology, Jaswant Rai Speciality Hospital, Meerut 25001, Uttar Pradesh, India
- Department of Gastroenterology, Thumbay Hospital, Dubai 415555, United Arab Emirates
| | | | - Tagore Sunkara
- Department of Gastroenterology and Hepatology, the Brooklyn Hospital Center, Clinical Affliate of The Mount Sinai Hospital, Brooklyn, NY 11201, United States
| | - Praveer Rai
- Department of Gastroenterology, Sanjay Gandhi Post Graduate Institute, Lucknow 226014, Uttar Pradesh, India
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Hikspoors JPJM, Peeters MMJP, Kruepunga N, Mekonen HK, Mommen GMC, Köhler SE, Lamers WH. Human liver segments: role of cryptic liver lobes and vascular physiology in the development of liver veins and left-right asymmetry. Sci Rep 2017; 7:17109. [PMID: 29214994 PMCID: PMC5719430 DOI: 10.1038/s41598-017-16840-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2017] [Accepted: 11/16/2017] [Indexed: 12/15/2022] Open
Abstract
Couinaud based his well-known subdivision of the liver into (surgical) segments on the branching order of portal veins and the location of hepatic veins. However, both segment boundaries and number remain controversial due to an incomplete understanding of the role of liver lobes and vascular physiology on hepatic venous development. Human embryonic livers (5-10 weeks of development) were visualized with Amira 3D-reconstruction and Cinema 4D-remodeling software. Starting at 5 weeks, the portal and umbilical veins sprouted portal-vein branches that, at 6.5 weeks, had been pruned to 3 main branches in the right hemi-liver, whereas all (>10) persisted in the left hemi-liver. The asymmetric branching pattern of the umbilical vein resembled that of a "distributing" vessel, whereas the more symmetric branching of the portal trunk resembled a "delivering" vessel. At 6 weeks, 3-4 main hepatic-vein outlets drained into the inferior caval vein, of which that draining the caudate lobe formed the intrahepatic portion of the caval vein. More peripherally, 5-6 major tributaries drained both dorsolateral regions and the left and right ventromedial regions, implying a "crypto-lobar" distribution. Lobar boundaries, even in non-lobated human livers, and functional vascular requirements account for the predictable topography and branching pattern of the liver veins, respectively.
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Affiliation(s)
- Jill P J M Hikspoors
- Department of Anatomy & Embryology, Maastricht University, Maastricht, The Netherlands
| | - Mathijs M J P Peeters
- Department of Anatomy & Embryology, Maastricht University, Maastricht, The Netherlands
| | - Nutmethee Kruepunga
- Department of Anatomy & Embryology, Maastricht University, Maastricht, The Netherlands
- Department of Anatomy, Faculty of Science, Mahidol University, Rama VI Road, Bangkok, 10400, Thailand
| | - Hayelom K Mekonen
- Department of Anatomy & Embryology, Maastricht University, Maastricht, The Netherlands
| | - Greet M C Mommen
- Department of Anatomy & Embryology, Maastricht University, Maastricht, The Netherlands
| | - S Eleonore Köhler
- Department of Anatomy & Embryology, Maastricht University, Maastricht, The Netherlands
- NUTRIM Research School of Nutrition and Translational Research in Metabolism, Maastricht, The Netherlands
| | - Wouter H Lamers
- Department of Anatomy & Embryology, Maastricht University, Maastricht, The Netherlands.
- Tytgat Institute for Liver and Intestinal research, Academic Medical Center, Amsterdam, The Netherlands.
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Zhang W, Tan Y, Jiang L, Yan L, Li B, Wen T, Yang J. Liver resection associated with better outcomes for single large hepatocellular carcinoma located in the same section. Medicine (Baltimore) 2017; 96:e6246. [PMID: 28272222 PMCID: PMC5348170 DOI: 10.1097/md.0000000000006246] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
The influence of the anatomical location of single large hepatocellular carcinoma (HCC) on outcomes following hepatic resection (HR) is still unclear. This study examined the role of anatomical location profiles as prognostic markers for patients with single large HCC undergoing HR.A total of 374 consecutive patients with single large HCC undergoing HR between January 2009 and July 2013 were included. They were divided into group same section (SS) group (n = 171) and different sections (DS) group (n = 203) according to their tumor's anatomical location. Short- and long-term outcomes were compared between the two groups.More patients in group DS had intraoperative blood loss of >1000 mL and needed intraoperative blood transfusion than those in group SS. There were no significant differences regarding postoperative complications and 30-and 90-day mortality between the two groups. The overall survival (OS) and recurrence-free survival (RFS) rates were significantly higher in group SS than group DS. The subgroup analysis showed that tumor in the same section was associated with better prognosis than those in different sections for both patients with tumor of ≤8 cm and of > 8 cm. Multivariate analysis revealed that age <60 years, portal hypertension, alpha-fetoprotein ≥400 ng/mL, tumor in different sections, microvascular invasion and poorly differentiated tumor are independent predictors of poor prognosis in patient with single large HCC.For patients with single large HCC, a tumor located in the same section may lead to better long-term survival and lower tumor recurrence rates than those in different sections following HR.
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Affiliation(s)
- Wei Zhang
- Department of Liver Surgery, Liver Transplantation Center
| | - Yongqiong Tan
- Center for Operating Room and Anesthesia, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
| | - Li Jiang
- Department of Liver Surgery, Liver Transplantation Center
| | - Lunan Yan
- Department of Liver Surgery, Liver Transplantation Center
| | - Bo Li
- Department of Liver Surgery, Liver Transplantation Center
| | - Tianfu Wen
- Department of Liver Surgery, Liver Transplantation Center
| | - Jiayin Yang
- Department of Liver Surgery, Liver Transplantation Center
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Iqbal S, Iqbal R, Iqbal F. Surgical Implications of Portal Vein Variations and Liver Segmentations: A Recent Update. J Clin Diagn Res 2017; 11:AE01-AE05. [PMID: 28384848 DOI: 10.7860/jcdr/2017/25028.9453] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2016] [Accepted: 12/28/2016] [Indexed: 12/30/2022]
Abstract
The Couinaud's liver segmentation is based on the identification of portal vein bifurcation and origin of hepatic veins. It is widely used clinically, because it is better suited for surgery and is more accurate in localizing and monitoring various intra parenchymal lesions. According to standard anatomy, the portal vein bifurcates into right and left branches; the left vein drains segment II, III and IV and the right vein divides into two secondary branches - the anterior portal vein drains segments V and VIII, and the posterior drains segments VI and VII. The portal vein variants such as portal trifurcation, with division of the main portal vein into the left, right anterior, and posterior branches, and the early origin of the right posterior branch directly from the main portal vein were found to be more frequent and was seen in about 20 - 35% of the population. Accurate knowledge of the portal variants and consequent variations in vascular segments are essential for intervention radiologists and transplant surgeons in the proper diagnosis during radiological investigations and in therapeutic applications such as preparation for biopsy, Portal Vein Embolization (PVE), Transjugular Intrahepatic Porto-Systemic Shunt (TIPS), tumour resection and partial hepatectomy for split or living donor transplantations. The advances in the knowledge will reduce intra and postoperative complications and avoid major catastrophic events. The purpose of the present review is to update the normal and variant portal venous anatomy and their implications in the liver segmentations, complex liver surgeries and various radiological intervention procedures.
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Affiliation(s)
- Showkathali Iqbal
- Professor, Department of Anatomy, Amala Institute of Medical Sciences , Amala Nagar, Thrissur, Kerala, India
| | - Raiz Iqbal
- Resident/House Surgeon/CRRI, Government Medical College , Kozhikode, Kerala, India
| | - Faiz Iqbal
- Student, Madras Medical College , Chennai, Tamil Nadu, India
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Preoperative detection of hepatic metastases from colorectal cancer: Prospective comparison of contrast-enhanced ultrasound and multidetector-row computed tomography (MDCT). Diagn Interv Imaging 2016; 97:851-5. [PMID: 27132590 DOI: 10.1016/j.diii.2015.11.017] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Revised: 10/30/2015] [Accepted: 11/05/2015] [Indexed: 12/19/2022]
Abstract
PURPOSE The goal of this study was to prospectively compare the sensitivity of contrast-enhanced ultrasound (CEUS) with that of multiphase multidetector-row computed tomography (MDCT) in the preoperative detection of hepatic metastases. MATERIALS AND METHOD Forty-eight patients, with a mean age of 62years old (range: 43-85years) were prospectively included. All patients underwent CEUS following intravenous administration of 2.4mL of an ultrasound contrast agent (Sonovue(®), Bracco, Milan, Italy) and multiphase MDCT. Intraoperative ultrasound examination (IOUS) was used as the standard of reference. RESULTS A total of 158 liver metastases were identified by IOUS, 127 by preoperative MDCT (sensitivity; 80.4%) and 102 by CEUS (sensitivity, 64.5%). The 15.9% difference in sensitivity between CEUS and MDCT was statistically significant (P=0.002). There was a disagreement between IOUS and CEUS in 23 patients (47%) and in 13 patients (27%) between IOUS and MDCT. MDCT identified one or more additional metastases in 10 patients (20%) resulting in a change in the surgical strategy. CONCLUSION Based on an unselected patient cohort and using multiphase MDCT, CEUS is significantly inferior to MDCT for the preoperative detection of hepatic metastases of colorectal cancer.
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Resection of liver metastases in patients with gastrointestinal stromal tumors in the imatinib era: A nationwide retrospective study. Eur J Surg Oncol 2016; 42:1407-13. [PMID: 27038995 DOI: 10.1016/j.ejso.2016.02.257] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2016] [Revised: 02/22/2016] [Accepted: 02/29/2016] [Indexed: 12/17/2022] Open
Abstract
INTRODUCTION Liver metastases are common in patients with gastrointestinal stromal tumors (GIST). In the absence of randomized controlled clinical trials, the effectiveness of surgery as a treatment modality is unclear. This study identifies safety and outcome in a nationwide study of all patients who underwent resection of liver metastases from GIST. METHODS Patients were included using the national registry of histo- and cytopathology (PALGA) of the Netherlands from 1999. Kaplan Meier survival analysis was used for calculating survival outcome. Univariate and multivariate regression analyses were carried out for the assessment of potential prognostic factors. RESULTS A total of 48 patients (29 male, 19 female) with a median age of 58 (range 28-81) years were identified. Preoperative and postoperative tyrosine kinase inhibitor therapy was given to 30 (63%) and 36 (75%) patients, respectively. A minor liver resection was performed in 32 patients, 16 patients underwent major liver resection. Median follow-up was 27 (range 1-146) months. Median progression-free survival (PFS) was 28 (range 1-121) months. One-, three-, and five-year PFS was 93%, 67%, and 59% respectively. Median overall survival (OS) was 90 (range 1-146) months from surgery. The one-, three-, and five-year OS was 93%, 80%, and 76% respectively. R0 resection was the only independent significant prognostic factor for DFS and OS at multivariate analysis. CONCLUSION Resection of liver metastases in GIST patients combined with imatinib may be associated with prolonged overall survival when a complete resection is achieved.
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Fishman E, Bluemke D, Soyer P. Three-dimensional imaging: Past, present and future. Diagn Interv Imaging 2016; 97:283-5. [DOI: 10.1016/j.diii.2016.03.001] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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Faraoun SA, Boudjella MEA, Debzi N, Benidir N, Afredj N, Guerrache Y, Bentabak K, Soyer P, Bendib SE. Budd-Chiari syndrome: an update on imaging features. Clin Imaging 2016; 40:637-46. [PMID: 27317208 DOI: 10.1016/j.clinimag.2016.01.006] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2015] [Revised: 01/05/2016] [Accepted: 01/15/2016] [Indexed: 12/15/2022]
Abstract
Budd-Chiari syndrome (BCS) is a rare cause of portal hypertension and liver failure. This condition is characterized by an impaired hepatic venous drainage. The diagnosis of BCS is based on imaging, which helps initiate treatment. Imaging findings can be categorized into direct and indirect signs. Direct signs are the hallmarks of BCS and consist of visualization of obstructive lesions of the hepatic veins or the upper portion of the inferior vena cava. Indirect signs, which are secondary to venous obstruction, correspond to intra- and extrahepatic collateral circulation, perfusion abnormalities, dysmorphy and signs of portal hypertension.
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Affiliation(s)
- Sid Ahmed Faraoun
- Department of Radiology, Pierre and Marie Curie Center, Place du 1er Mai, 16016, Algiers, Algeria.
| | | | - Nabil Debzi
- Department of Hepatology, CHU Mustapha, Place du 1er Mai, 16016, Algiers, Algeria.
| | | | - Nawel Afredj
- Department of Hepatology, CHU Mustapha, Place du 1er Mai, 16016, Algiers, Algeria.
| | - Youcef Guerrache
- Department of Radiology, Pierre and Marie Curie Center, Place du 1er Mai, 16016, Algiers, Algeria.
| | - Kamel Bentabak
- Department of Durgery, Centre Pierre et Marie Curie, Place du 1er Mai, 16016, Algiers, Algeria.
| | - Philippe Soyer
- Université Sorbonne Paris Cité, Diderot Paris 7, 10 Avenue de Verdun, 75010, Paris, France.
| | - Salah Eddine Bendib
- Department of Radiology & Université Benyoucef Benkhedda d'Alger, Pierre and Marie Curie Center, Place du 1er Mai, 16016, Algiers, Algeria.
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Lv T, Jiang L, Yan L, Yang J, Li B, Wen T, Zeng Y, Wang W, Xu M. Multiple Tumors Located in the Same Section Are Associated with Better Outcomes After Hepatic Resection for HCC Patients Meeting the Milan Criteria. J Gastrointest Surg 2015; 19:2207-14. [PMID: 26394878 DOI: 10.1007/s11605-015-2959-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2015] [Accepted: 09/15/2015] [Indexed: 01/31/2023]
Abstract
The impact of the tumor location on the outcome after hepatic resection (HR) in multifocal hepatocellular carcinoma (HCC) is still poorly understood. The aim of this study was to compare the short- and long-term outcomes of HR patients with multifocal tumors meeting the Milan criteria and tumors located in the same or different sections. A total of 219 consecutive HR patients with multifocal tumors meeting the Milan criteria were divided into group SS (n = 97; same section) and group DS (n = 122; different sections) according to their anatomical location (Couinaud's segmentation). The prognostic predictors were evaluated, and a subgroup analysis was performed. The 1-, 3-, and 5-year overall survival (OS) and recurrence-free survival (RFS) rates were significantly higher in group SS than group DS. The subgroup analysis showed that patients with two tumors in the same section and patients undergoing en bloc resection had better OS and RFS. A multivariate analysis revealed that tumors located in different sections and macrovascular invasion were independent predictors of poor prognosis. In HCC patients with multifocal tumors meeting the Milan criteria, tumors located in the same hepatic section may lead to better long-term survival and lower HCC recurrence rates than tumors in different sections after HR.
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Affiliation(s)
- Tao Lv
- Department of Liver Surgery, Liver Transplantation Center, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
| | - Li Jiang
- Department of Liver Surgery, Liver Transplantation Center, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China.
| | - Lunan Yan
- Department of Liver Surgery, Liver Transplantation Center, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
| | - Jiayin Yang
- Department of Liver Surgery, Liver Transplantation Center, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
| | - Bo Li
- Department of Liver Surgery, Liver Transplantation Center, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
| | - Tianfu Wen
- Department of Liver Surgery, Liver Transplantation Center, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
| | - Yong Zeng
- Department of Liver Surgery, Liver Transplantation Center, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
| | - Wentao Wang
- Department of Liver Surgery, Liver Transplantation Center, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
| | - Mingqing Xu
- Department of Liver Surgery, Liver Transplantation Center, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
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