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Boubaddi M, Marichez A, Adam JP, Lapuyade B, Debordeaux F, Tlili G, Chiche L, Laurent C. Comprehensive Review of Future Liver Remnant (FLR) Assessment and Hypertrophy Techniques Before Major Hepatectomy: How to Assess and Manage the FLR. Ann Surg Oncol 2024; 31:9205-9220. [PMID: 39230854 DOI: 10.1245/s10434-024-16108-9] [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: 05/24/2024] [Accepted: 08/16/2024] [Indexed: 09/05/2024]
Abstract
BACKGROUND The regenerative capacities of the liver and improvements in surgical techniques have expanded the possibilities of resectability. Liver resection is often the only curative treatment for primary and secondary malignancies, despite the risk of post-hepatectomy liver failure (PHLF). This serious complication (with a 50% mortality rate) can be avoided by better assessment of liver volume and function of the future liver remnant (FLR). OBJECTIVE The aim of this review was to understand and assess clinical, biological, and imaging predictors of PHLF risk, as well as the various hypertrophy techniques, to achieve an adequate FLR before hepatectomy. METHOD We reviewed the state of the art in liver regeneration and FLR hypertrophy techniques. RESULTS The use of new biological scores (such as the aspartate aminotransferase/platelet ratio index + albumin-bilirubin [APRI+ALBI] score), concurrent utilization of 99mTc-mebrofenin scintigraphy (HBS), or dynamic hepatocyte contrast-enhanced MRI (DHCE-MRI) for liver volumetry helps predict the risk of PHLF. Besides portal vein embolization, there are other FLR optimization techniques that have their indications in case of risk of failure (e.g., associating liver partition and portal vein ligation for staged hepatectomy, liver venous deprivation) or in specific situations (transarterial radioembolization). CONCLUSION There is a need to standardize volumetry and function measurement techniques, as well as FLR hypertrophy techniques, to limit the risk of PHLF.
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Affiliation(s)
- Mehdi Boubaddi
- Hepatobiliary and Pancreatic Surgery Department, Bordeaux University Hospital Center, Bordeaux, France.
- Bordeaux Institute of Oncology, BRIC U1312, INSERM, Bordeaux University, Bordeaux, France.
| | - Arthur Marichez
- Hepatobiliary and Pancreatic Surgery Department, Bordeaux University Hospital Center, Bordeaux, France
- Bordeaux Institute of Oncology, BRIC U1312, INSERM, Bordeaux University, Bordeaux, France
| | - Jean-Philippe Adam
- Hepatobiliary and Pancreatic Surgery Department, Bordeaux University Hospital Center, Bordeaux, France
| | - Bruno Lapuyade
- Radiology Department, Bordeaux University Hospital Center, Bordeaux, France
| | - Frederic Debordeaux
- Nuclear Medicine Department, Bordeaux University Hospital Center, Bordeaux, France
| | - Ghoufrane Tlili
- Nuclear Medicine Department, Bordeaux University Hospital Center, Bordeaux, France
| | - Laurence Chiche
- Hepatobiliary and Pancreatic Surgery Department, Bordeaux University Hospital Center, Bordeaux, France
| | - Christophe Laurent
- Hepatobiliary and Pancreatic Surgery Department, Bordeaux University Hospital Center, Bordeaux, France
- Bordeaux Institute of Oncology, BRIC U1312, INSERM, Bordeaux University, Bordeaux, France
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Cheng GW, Fang Y, Xue LY, Zhang Y, Xie XY, Qiao XH, Li XQ, Guo J, Ding H. Nomogram based on liver stiffness and spleen area with ultrasound for posthepatectomy liver failure: A multicenter study. World J Gastroenterol 2024; 30:3314-3325. [PMID: 39086747 PMCID: PMC11287416 DOI: 10.3748/wjg.v30.i27.3314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 05/24/2024] [Accepted: 06/17/2024] [Indexed: 07/11/2024] Open
Abstract
BACKGROUND Liver stiffness (LS) measurement with two-dimensional shear wave elastography (2D-SWE) correlates with the degree of liver fibrosis and thus indirectly reflects liver function reserve. The size of the spleen increases due to tissue proliferation, fibrosis, and portal vein congestion, which can indirectly reflect the situation of liver fibrosis/cirrhosis. It was reported that the size of the spleen was related to posthepatectomy liver failure (PHLF). So far, there has been no study combining 2D-SWE measurements of LS with spleen size to predict PHLF. This prospective study aimed to investigate the utility of 2D-SWE assessing LS and spleen area (SPA) for the prediction of PHLF in hepatocellular carcinoma (HCC) patients and to develop a risk prediction model. AIM To investigate the utility of 2D-SWE assessing LS and SPA for the prediction of PHLF in HCC patients and to develop a risk prediction model. METHODS This was a multicenter observational study prospectively analyzing patients who underwent hepatectomy from October 2020 to March 2022. Within 1 wk before partial hepatectomy, ultrasound examination was performed to measure LS and SPA, and blood was drawn to evaluate the patient's liver function and other conditions. Least absolute shrinkage and selection operator logistic regression and multivariate logistic regression analysis was applied to identify independent predictors of PHLF and develop a nomogram. Nomogram performance was validated further. The diagnostic performance of the nomogram was evaluated with receiver operating characteristic curve compared with the conventional models, including the model for end-stage liver disease (MELD) score and the albumin-bilirubin (ALBI) score. RESULTS A total of 562 HCC patients undergoing hepatectomy (500 in the training cohort and 62 in the validation cohort) were enrolled in this study. The independent predictors of PHLF were LS, SPA, range of resection, blood loss, international normalized ratio, and total bilirubin. Better diagnostic performance of the nomogram was obtained in the training [area under receiver operating characteristic curve (AUC): 0.833; 95% confidence interval (95%CI): 0.792-0.873; sensitivity: 83.1%; specificity: 73.5%] and validation (AUC: 0.802; 95%CI: 0.684-0.920; sensitivity: 95.5%; specificity: 52.5%) cohorts compared with the MELD score and the ALBI score. CONCLUSION This PHLF nomogram, mainly based on LS by 2D-SWE and SPA, was useful in predicting PHLF in HCC patients and presented better than MELD score and ALBI score.
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Affiliation(s)
- Guang-Wen Cheng
- Department of Ultrasound, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Yan Fang
- Department of Ultrasound, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Li-Yun Xue
- Department of Ultrasound, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Yan Zhang
- Department of Ultrasound, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Xiao-Yan Xie
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, Sun Yat-sen University First Affiliated Hospital, Guangzhou 510080, Guangdong Province, China
| | - Xiao-Hui Qiao
- Department of Ultrasound, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Xue-Qi Li
- Department of Ultrasound, Huashan Hospital, Fudan University, Shanghai 200040, China
- Institute of Ultrasound in Medicine and Engineering, Shanghai Cancer Center, Shanghai 200040, China
| | - Jia Guo
- Department of Ultrasound, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
- Department of Ultrasound, Eastern Hepatobiliary Surgical Hospital, Second Military Medical University, Shanghai 200433, China
| | - Hong Ding
- Department of Ultrasound, National Clinical Research Center for Aging and Medicine, Huashan Hospital, Fudan University, Shanghai 200040, China
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Parker JA, Tahir MM, Whitmarsh SR, Sarwar A. Free mebrofenin clearance. Nucl Med Commun 2024; 45:175-180. [PMID: 38165160 DOI: 10.1097/mnm.0000000000001801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2024]
Abstract
OBJECTIVES To determine if three new simplified equations for measurement of free mebrofenin clearance give similar results to the equations defined by Ekman et. al ., and to evaluate the properties of all four methods. Regional mebrofenin clearance has been used to predict future remnant liver function and liver failure after regional liver therapy, such as partial hepatic resection. METHODS The means, standard deviations, and correlations of the free mebrofenin clearance measured by the Ekman method and the three simplified methods were compared in a consecutive series of 26 studies in 20 patients. The fractional change in the blood and free mebrofenin activities were compared, and integrals of normalized blood and free mebrofenin ("effective times") were compared. RESULTS The average percent free mebrofenin clearance for the Ekman and the first, second and third simplified methods were 13.62 ± 2.88%/min, 12.98 ± 2.97%/min, 12.52 ± 2.81%/min and 15.03 ± 2.27%/min, respectively. The correlations of the new methods with Ekman were 0.97, 0.93 and 0.93. The fractional changes during the measurement interval for the blood and free mebrofenin activities were 0.381 ± 0.065 and 0.329 ± 0.062, difference 0.052, P < 0.5. The integrals of normalized blood and free mebrofenin activities were 2.566 ± 0.160 min and 2.661 ± 0.158 min, difference of 0.094 min and P < 0.05. CONCLUSIONS The results of the three new methods were similar to the Ekman method. The first simplified method was identified as the lead method for clinical validation in a larger population.
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Affiliation(s)
- J Anthony Parker
- Nuclear Medicine and Interventional Radiology, Department of Radiology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
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Fabritius MP, Garlipp B, Öcal O, Puhr-Westerheide D, Amthauer H, Geyer T, Holzgreve A, Ricke J, Kupitz D, Grosser OS, Omari J, Pech M, Seidensticker M, Grawe F, Seidensticker R. Assessing regional hepatic function changes after hypertrophy induction by radioembolisation: comparison of gadoxetic acid-enhanced MRI and 99mTc-mebrofenin hepatobiliary scintigraphy. Eur Radiol Exp 2024; 8:15. [PMID: 38282160 PMCID: PMC10822831 DOI: 10.1186/s41747-023-00409-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 10/31/2023] [Indexed: 01/30/2024] Open
Abstract
BACKGROUND To compare Gd-ethoxybenzyl diethylenetriamine pentaacetic acid (Gd-EOB-DTPA)-enhanced magnetic resonance imaging (MRI) and 99mTc-labelled mebrofenin hepatobiliary scintigraphy (HBS) as imaging-based liver function tests after unilateral radioembolisation (RE) in patients with primary or secondary liver malignancies. METHODS Twenty-three patients with primary or secondary liver malignancies who underwent Gd-EOB-DTPA-enhanced MRI within a prospective study (REVoluTion) were evaluated. REVoluTion was a prospective open-label, non-randomised, therapy-optimising study of patients undergoing right-sided or sequential RE for contralateral liver hypertrophy at a single centre in Germany. MRI and hepatobiliary scintigraphy were performed before RE (baseline) and 6 weeks after (follow-up). This exploratory subanalysis compared liver enhancement on hepatobiliary phase MRI normalised to the spleen (liver-to-spleen ratio (LSR)) and the muscle (liver-to-muscle ratio (LMR)) with mebrofenin uptake on HBS for the total liver (TL) and separately for the right (RLL) and left liver lobe (LLL). RESULTS Mebrofenin uptake at baseline and follow-up each correlated significantly with LSR and LMR on MRI for TL (≤ 0.013) and RLL (≤ 0.049). Regarding the LLL, mebrofenin uptake correlated significantly with LMR (baseline, p = 0.013; follow-up, p = 0.004), whereas with LSR, a borderline significant correlation was only seen at follow-up (p = 0.051; p = 0.046). CONCLUSION LSRs and LMR correlate with mebrofenin uptake in HBS. This study indicates that Gd-EOB-DTPA-enhanced MRI and 99mTc-labelled mebrofenin HBS may equally be used to assess an increase in contralateral liver lobe function after right-sided RE. RELEVANCE STATEMENT MRI may be a convenient and reliable method for assessing the future liver remnant facilitating treatment planning and monitoring of patients after RE-induced hypertrophy induction. KEY POINTS • Both MRI and HBS can assess liver function after RE. • Liver enhancement on MRI correlates with mebrofenin uptake on HBS. • MRI might be a convenient alternative for estimating future liver remnants after hypertrophy induction.
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Affiliation(s)
| | - Benjamin Garlipp
- General Surgery, Otto Von Guericke University, Magdeburg, Germany
| | - Osman Öcal
- Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany
| | | | - Holger Amthauer
- Department of Nuclear Medicine, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Thomas Geyer
- Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany
| | - Adrien Holzgreve
- Department of Nuclear Medicine, LMU University Hospital, LMU Munich, Munich, Germany
| | - Jens Ricke
- Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany
| | - Dennis Kupitz
- Department of Radiology and Nuclear Medicine, University Hospital Magdeburg and Medical Faculty of Otto-Von-Guericke University, Magdeburg, Germany
| | - Oliver S Grosser
- Department of Radiology and Nuclear Medicine, University Hospital Magdeburg and Medical Faculty of Otto-Von-Guericke University, Magdeburg, Germany
- Research Campus STIMULATE, Otto-Von-Guericke University, Magdeburg, Germany
| | - Jazan Omari
- Department of Radiology and Nuclear Medicine, University Hospital Magdeburg and Medical Faculty of Otto-Von-Guericke University, Magdeburg, Germany
| | - Maciej Pech
- Department of Radiology and Nuclear Medicine, University Hospital Magdeburg and Medical Faculty of Otto-Von-Guericke University, Magdeburg, Germany
| | - Max Seidensticker
- Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany
| | - Freba Grawe
- Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany.
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Gerwing M, Schindler P, Katou S, Köhler M, Stamm AC, Schmidt VF, Heindel W, Struecker B, Morgul H, Pascher A, Wildgruber M, Masthoff M. Multi-organ Radiomics-Based Prediction of Future Remnant Liver Hypertrophy Following Portal Vein Embolization. Ann Surg Oncol 2023; 30:7976-7985. [PMID: 37670120 PMCID: PMC10625940 DOI: 10.1245/s10434-023-14241-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 07/24/2023] [Indexed: 09/07/2023]
Abstract
BACKGROUND Portal vein embolization (PVE) is used to induce remnant liver hypertrophy prior to major hepatectomy. The purpose of this study was to evaluate the predictive value of baseline computed tomography (CT) data for future remnant liver (FRL) hypertrophy after PVE. METHODS In this retrospective study, all consecutive patients undergoing right-sided PVE with or without hepatic vein embolization between 2018 and 2021 were included. CT volumetry was performed before and after PVE to assess standardized FRL volume (sFRLV). Radiomic features were extracted from baseline CT after segmenting liver (without tumor), spleen and bone marrow. For selecting features that allow classification of response (hypertrophy ≥ 1.33), a stepwise dimension reduction was performed. Logistic regression models were fitted and selected features were tested for their predictive value. Decision curve analysis was performed on the test dataset. RESULTS A total of 53 patients with liver tumor were included in this study. sFRLV increased significantly after PVE, with a mean hypertrophy of FRL of 1.5 ± 0.3-fold. sFRLV hypertrophy ≥ 1.33 was reached in 35 (66%) patients. Three independent radiomic features, i.e. liver-, spleen- and bone marrow-associated, differentiated well between responders and non-responders. A logistic regression model revealed the highest accuracy (area under the curve 0.875) for the prediction of response, with sensitivity of 1.0 and specificity of 0.5. Decision curve analysis revealed a positive net benefit when applying the model. CONCLUSIONS This proof-of-concept study provides first evidence of a potential predictive value of baseline multi-organ radiomics CT data for FRL hypertrophy after PVE.
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Affiliation(s)
- Mirjam Gerwing
- Clinic for Radiology, University Hospital Münster, Münster, Germany.
| | | | - Shadi Katou
- Department for General, Visceral and Transplant Surgery, University Hospital Münster, Münster, Germany
| | - Michael Köhler
- Clinic for Radiology, University Hospital Münster, Münster, Germany
| | | | | | - Walter Heindel
- Clinic for Radiology, University Hospital Münster, Münster, Germany
| | - Benjamin Struecker
- Department for General, Visceral and Transplant Surgery, University Hospital Münster, Münster, Germany
| | - Haluk Morgul
- Department for General, Visceral and Transplant Surgery, University Hospital Münster, Münster, Germany
| | - Andreas Pascher
- Department for General, Visceral and Transplant Surgery, University Hospital Münster, Münster, Germany
| | - Moritz Wildgruber
- Clinic for Radiology, University Hospital Münster, Münster, Germany
- Department for Radiology, University Hospital, LMU Munich, Munich, Germany
| | - Max Masthoff
- Clinic for Radiology, University Hospital Münster, Münster, Germany
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Li C, Wang Q, Zou M, Cai P, Li X, Feng K, Zhang L, Sparrelid E, Brismar TB, Ma K. A radiomics model based on preoperative gadoxetic acid-enhanced magnetic resonance imaging for predicting post-hepatectomy liver failure in patients with hepatocellular carcinoma. Front Oncol 2023; 13:1164739. [PMID: 37476376 PMCID: PMC10354521 DOI: 10.3389/fonc.2023.1164739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 06/19/2023] [Indexed: 07/22/2023] Open
Abstract
Background Post-hepatectomy liver failure (PHLF) is a fatal complication after liver resection in patients with hepatocellular carcinoma (HCC). It is of clinical importance to estimate the risk of PHLF preoperatively. Aims This study aimed to develop and validate a prediction model based on preoperative gadoxetic acid-enhanced magnetic resonance imaging to estimate the risk of PHLF in patients with HCC. Methods A total of 276 patients were retrospectively included and randomly divided into training and test cohorts (194:82). Clinicopathological variables were assessed to identify significant indicators for PHLF prediction. Radiomics features were extracted from the normal liver parenchyma at the hepatobiliary phase and the reproducible, robust and non-redundant ones were filtered for modeling. Prediction models were developed using clinicopathological variables (Clin-model), radiomics features (Rad-model), and their combination. Results The PHLF incidence rate was 24% in the whole cohort. The combined model, consisting of albumin-bilirubin (ALBI) score, indocyanine green retention test at 15 min (ICG-R15), and Rad-score (derived from 16 radiomics features) outperformed the Clin-model and the Rad-model. It yielded an area under the receiver operating characteristic curve (AUC) of 0.84 (95% confidence interval (CI): 0.77-0.90) in the training cohort and 0.82 (95% CI: 0.72-0.91) in the test cohort. The model demonstrated a good consistency by the Hosmer-Lemeshow test and the calibration curve. The combined model was visualized as a nomogram for estimating individual risk of PHLF. Conclusion A model combining clinicopathological risk factors and radiomics signature can be applied to identify patients with high risk of PHLF and serve as a decision aid when planning surgery treatment in patients with HCC.
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Affiliation(s)
- Changfeng Li
- Institute of Hepatobiliary Surgery, Southwest Hospital, Army Medical University, Chongqing, China
| | - Qiang Wang
- Division of Medical Imaging and Technology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, Stockholm, Sweden
- Division of Radiology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Mengda Zou
- Institute of Hepatobiliary Surgery, Southwest Hospital, Army Medical University, Chongqing, China
| | - Ping Cai
- Department of Radiology, Southwest Hospital, Army Medical University, Chongqing, China
| | - Xuesong Li
- Institute of Hepatobiliary Surgery, Southwest Hospital, Army Medical University, Chongqing, China
| | - Kai Feng
- Institute of Hepatobiliary Surgery, Southwest Hospital, Army Medical University, Chongqing, China
| | - Leida Zhang
- Institute of Hepatobiliary Surgery, Southwest Hospital, Army Medical University, Chongqing, China
| | - Ernesto Sparrelid
- Division of Surgery, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Torkel B. Brismar
- Division of Medical Imaging and Technology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, Stockholm, Sweden
- Division of Radiology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Kuansheng Ma
- Institute of Hepatobiliary Surgery, Southwest Hospital, Army Medical University, Chongqing, China
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Hoogteijling TJ, Sijberden JP, Primrose JN, Morrison-Jones V, Modi S, Zimmitti G, Garatti M, Sallemi C, Morone M, Abu Hilal M. Laparoscopic Right Hemihepatectomy after Future Liver Remnant Modulation: A Single Surgeon's Experience. Cancers (Basel) 2023; 15:2851. [PMID: 37345188 PMCID: PMC10216226 DOI: 10.3390/cancers15102851] [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: 04/13/2023] [Revised: 05/11/2023] [Accepted: 05/19/2023] [Indexed: 06/23/2023] Open
Abstract
BACKGROUND Laparoscopic right hemihepatectomy (L-RHH) is still considered a technically complex procedure, which should only be performed by experienced surgeons in specialized centers. Future liver remnant modulation (FLRM) strategies, including portal vein embolization (PVE), and associating liver partition and portal vein ligation for staged hepatectomy (ALPPS), might increase the surgical difficulty of L-RHH, due to the distortion of hepatic anatomy, periportal inflammation, and fibrosis. Therefore, this study aims to evaluate the safety and feasibility of L-RHH after FLRM, when compared with ex novo L-RHH. METHODS All consecutive right hemihepatectomies performed by a single surgeon in the period between October 2007 and March 2023 were retrospectively analyzed. The patient characteristics and perioperative outcomes of L-RHH after FLRM and ex novo L-RHH were compared. RESULTS A total of 59 patients were included in the analysis, of whom 33 underwent FLRM. Patients undergoing FLRM prior to L-RHH were most often male (93.9% vs. 42.3%, p < 0.001), had an ASA-score >2 (45.5% vs. 9.5%, p = 0.006), and underwent a two-stage hepatectomy (45.5% vs. 3.8% p < 0.001). L-RHH after FLRM was associated with longer operative time (median 360 vs. 300 min, p = 0.008) and Pringle duration (31 vs. 24 min, p = 0.011). Intraoperative blood loss, unfavorable intraoperative incidents, and conversion rates were similar in both groups. There were no significant differences in length of hospital stay and 30-day overall and severe morbidity rates. Radical resection margin (R0) and textbook outcome rates were equal. One patient who underwent an extended RHH in the FLRM group deceased within 90 days of surgery, due to post-hepatectomy liver failure. CONCLUSION L-RHH after FLRM is more technically complex than L-RHH ex novo, as objectified by longer operative time and Pringle duration. Nevertheless, this procedure appears safe and feasible in experienced hands.
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Affiliation(s)
- Tijs J. Hoogteijling
- Department of Surgery, Poliambulanza Foundation Hospital, 25124 Brescia, Italy; (T.J.H.)
- Amsterdam UMC Location University of Amsterdam, Department of Surgery, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, 1081 HV Amsterdam, The Netherlands
| | - Jasper P. Sijberden
- Department of Surgery, Poliambulanza Foundation Hospital, 25124 Brescia, Italy; (T.J.H.)
- Amsterdam UMC Location University of Amsterdam, Department of Surgery, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, 1081 HV Amsterdam, The Netherlands
| | - John N. Primrose
- Department of Surgery, University Hospital Southampton NHS Foundation Trust, Southampton SO16 6YD, UK
| | - Victoria Morrison-Jones
- Department of Surgery, University Hospital Southampton NHS Foundation Trust, Southampton SO16 6YD, UK
| | - Sachin Modi
- Department of Interventional Radiology, University Hospital Southampton NHS Foundation Trust, Southampton SO16 6YD, UK
| | - Giuseppe Zimmitti
- Department of Surgery, Poliambulanza Foundation Hospital, 25124 Brescia, Italy; (T.J.H.)
| | - Marco Garatti
- Department of Surgery, Poliambulanza Foundation Hospital, 25124 Brescia, Italy; (T.J.H.)
| | - Claudio Sallemi
- Department of Interventional Radiology, Poliambulanza Foundation Hospital, 25124 Brescia, Italy
| | - Mario Morone
- Department of Interventional Radiology, Poliambulanza Foundation Hospital, 25124 Brescia, Italy
| | - Mohammad Abu Hilal
- Department of Surgery, Poliambulanza Foundation Hospital, 25124 Brescia, Italy; (T.J.H.)
- Department of Surgery, University Hospital Southampton NHS Foundation Trust, Southampton SO16 6YD, UK
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Vilgrain V. Techniques interventionnelles de modulation hépatique. BULLETIN DE L'ACADÉMIE NATIONALE DE MÉDECINE 2022. [DOI: 10.1016/j.banm.2022.10.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Huang Z, Zhang G, Liu J, Huang M, Zhong L, Shu J. LRFNet: A deep learning model for the assessment of liver reserve function based on Child-Pugh score and CT image. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2022; 223:106993. [PMID: 35793571 DOI: 10.1016/j.cmpb.2022.106993] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 06/09/2022] [Accepted: 06/29/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND AND OBJECTIVE Liver reserve function should be accurately evaluated in patients with hepatic cellular cancer before surgery to evaluate the degree of liver tolerance to surgical methods. Meanwhile, liver reserve function is also an important indicator for disease analysis and prognosis of patients. Child-Pugh score is the most widely used liver reserve function evaluation and scoring system. However, this method also has many shortcomings such as poor accuracy and subjective factors. To achieve comprehensive evaluation of liver reserve function, we developed a deep learning model to fuse bimodal features of Child-Pugh score and computed tomography (CT) image. METHODS 1022 enhanced abdomen CT images of 121 patients with hepatocellular carcinoma and impaired liver reserve function were retrospectively collected. Firstly, CT images were pre-processed by de-noising, data amplification and normalization. Then, new branches were added between the dense blocks of the DenseNet structure, and the center clipping operation was introduced to obtain a lightweight deep learning model liver reserve function network (LRFNet) with rich liver scale features. LRFNet extracted depth features related to liver reserve function from CT images. Finally, the extracted features are input into a deep learning classifier composed of fully connected layers to classify CT images into Child-Pugh A, B and C. Precision, Specificity, Sensitivity, and Area Under Curve are used to evaluate the performance of the model. RESULTS The AUC by our LRFNet model based on CT image for Child-Pugh A, B and C classification of liver reserve function was 0.834, 0.649 and 0.876, respectively, and with an average AUC of 0.774, which was better than the traditional clinical subjective Child-Pugh classification method. CONCLUSION Deep learning model based on CT images can accurately classify Child-Pugh grade of liver reserve function in hepatocellular carcinoma patients, provide a comprehensive method for clinicians to assess liver reserve function before surgery.
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Affiliation(s)
- Zhiwei Huang
- School of Medical Information and Engineering, Southwest Medical University, Luzhou, China
| | - Guo Zhang
- School of Medical Information and Engineering, Southwest Medical University, Luzhou, China
| | - Jiong Liu
- Department of Radiology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Mengping Huang
- Department of Radiology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Lisha Zhong
- School of Medical Information and Engineering, Southwest Medical University, Luzhou, China.
| | - Jian Shu
- Department of Radiology, The Affiliated Hospital of Southwest Medical University, Luzhou, China; Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, China.
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Tan CH, Chou SC, Inmutto N, Ma K, Sheng R, Shi Y, Zhou Z, Yamada A, Tateishi R. Gadoxetate-Enhanced MRI as a Diagnostic Tool in the Management of Hepatocellular Carcinoma: Report from a 2020 Asia-Pacific Multidisciplinary Expert Meeting. Korean J Radiol 2022; 23:697-719. [PMID: 35555884 PMCID: PMC9240294 DOI: 10.3348/kjr.2021.0593] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 02/21/2022] [Accepted: 03/17/2022] [Indexed: 12/04/2022] Open
Abstract
Gadoxetate magnetic resonance imaging (MRI) is widely used in clinical practice for liver imaging. For optimal use, we must understand both its advantages and limitations. This article is the outcome of an online advisory board meeting and subsequent discussions by a multidisciplinary group of experts on liver diseases across the Asia-Pacific region, first held on September 28, 2020. Here, we review the technical considerations for the use of gadoxetate, its current role in the management of patients with hepatocellular carcinoma (HCC), and its relevance in consensus guidelines for HCC imaging diagnosis. In the latter part of this review, we examine recent evidence evaluating the impact of gadoxetate on clinical outcomes on a continuum from diagnosis to treatment decision-making and follow-up. In conclusion, we outline the potential future roles of gadoxetate MRI based on an evolving understanding of the clinical utility of this contrast agent in the management of patients at risk of, or with, HCC.
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Affiliation(s)
- Cher Heng Tan
- Department of Diagnostic Radiology, Tan Tock Seng Hospital, Singapore.,Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore.
| | - Shu-Cheng Chou
- Division of General Surgery, Department of Surgery, Taipei Veterans General Hospital, Taipei City & Institute of Clinical Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Nakarin Inmutto
- Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Ke Ma
- Department of Infectious Disease, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - RuoFan Sheng
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Medical Imaging, Shanghai, China
| | - YingHong Shi
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zhongguo Zhou
- Department of Hepatobiliary Surgery, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Akira Yamada
- Department of Radiology, Shinshu University School of Medicine, Matsumoto, Japan
| | - Ryosuke Tateishi
- Department of Gastroenterology, The University of Tokyo Hospital, Tokyo, Japan
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11
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Wang Q, Wang A, Sparrelid E, Zhang J, Zhao Y, Ma K, Brismar TB. Predictive value of gadoxetic acid-enhanced MRI for posthepatectomy liver failure: a systematic review. Eur Radiol 2021; 32:1792-1803. [PMID: 34562137 PMCID: PMC8831250 DOI: 10.1007/s00330-021-08297-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Revised: 07/21/2021] [Accepted: 08/23/2021] [Indexed: 12/04/2022]
Abstract
Objectives Effective and non-invasive biomarkers to predict and avoid posthepatectomy liver failure (PHLF) are urgently needed. This systematic review aims to evaluate the efficacy of gadoxetic acid–enhanced MRI-derived parameters as an imaging biomarker in preoperative prediction of PHLF. Methods A systematic literature search was performed in the databases of PubMed/Medline, Web of Science, Embase, and Cochrane Library up to 11 December 2020. Studies evaluating the incidence of PHLF on patients who underwent hepatectomy with preoperative liver function assessment using gadoxetic acid–enhanced MRI were included. Data was extracted using pre-designed tables. The Quality In Prognostic Studies (QUIPS) tool was adopted to evaluate the risk of bias. Results A total of 15 studies were identified for qualitative synthesis and most studies were marked as low to moderate risk of bias in each domain of QUIPS. The most commonly used parameter was relative liver enhancement or its related parameters. The reported incidence of PHLF ranged from 3.9 to 40%. The predictive sensitivity and specificity of gadoxetic acid–enhanced MRI parameters varied from 75 to 100% and from 54 to 93% in ten reported studies. A majority of the studies revealed that the gadoxetic acid–enhanced MRI parameter was a predictor for PHLF. Conclusions Gadoxetic acid–enhanced MRI showed a high predictive capacity for PHLF and represents a promising imaging biomarker in prediction of PHLF. Multicenter, prospective trials with large sample size and reliable, unified liver function parameters are required to validate the efficacy of individual liver function parameters. Key Points • There is an obvious heterogeneity of the published studies, not only in variance of MRI liver function parameters but also in indication and extent of the liver resection. • Signal intensity (SI)–based parameters derived from gadoxetic acid–enhanced MRI are the commonly used method for PHLF prediction. • Gadoxetic acid–enhanced MRI-derived parameters showed high predictive efficacy for PHLF and can potentially serve as a predictor for the incidence of PHLF. Supplementary Information The online version contains supplementary material available at 10.1007/s00330-021-08297-8.
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Affiliation(s)
- Qiang Wang
- Division of Medical Imaging and Technology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, Stockholm, Sweden
- Department of Radiology, Karolinska University Hospital Huddinge, 141 86, Stockholm, Sweden
| | - Anrong Wang
- Department of Hepatobiliary Surgery, People's Hospital of Dianjiang County, Chongqing, China
| | - Ernesto Sparrelid
- Division of Surgery, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Jiaxing Zhang
- Department of Pharmacy, Guizhou Provincial People's Hospital, Guiyang, Guizhou Province, China
| | - Ying Zhao
- Experimental Cancer Medicine, Clinical Research Center, Karolinska Institutet, Stockholm, Sweden
- Clinical Research Center (KFC) and Center for Allogeneic Stem Cell Transplantation (CAST), Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - Kuansheng Ma
- Institute of Hepatobiliary Surgery, Southwest Hospital, Army Medical University, Chongqing, China
| | - Torkel B Brismar
- Division of Medical Imaging and Technology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, Stockholm, Sweden.
- Department of Radiology, Karolinska University Hospital Huddinge, 141 86, Stockholm, Sweden.
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12
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Soykan EA, Aarts BM, Lopez-Yurda M, Kuhlmann KFD, Erdmann JI, Kok N, van Lienden KP, Wilthagen EA, Beets-Tan RGH, van Delden OM, Gomez FM, Klompenhouwer EG. Predictive Factors for Hypertrophy of the Future Liver Remnant After Portal Vein Embolization: A Systematic Review. Cardiovasc Intervent Radiol 2021; 44:1355-1366. [PMID: 34142192 PMCID: PMC8382618 DOI: 10.1007/s00270-021-02877-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 05/18/2021] [Indexed: 12/15/2022]
Abstract
This systematic review was conducted to determine factors that are associated with the degree of hypertrophy of the future liver remnant following portal vein embolization. An extensive search on September 15, 2020, and subsequent literature screening resulted in the inclusion of forty-eight articles with 3368 patients in qualitative analysis, of which 18 studies were included in quantitative synthesis. Meta-analyses based on a limited number of studies showed an increase in hypertrophy response when additional embolization of segment 4 was performed (pooled difference of medians = − 3.47, 95% CI − 5.51 to − 1.43) and the use of N-butyl cyanoacrylate for portal vein embolization induced more hypertrophy than polyvinyl alcohol (pooled standardized mean difference (SMD) = 0.60, 95% CI 0.30 to 0.91). There was no indication of a difference in degree of hypertrophy between patients who received neo-adjuvant chemotherapy and those who did not receive pre-procedural systemic therapy (pooled SMD = − 0.37, 95% CI − 1.35 to 0.61), or between male and female patients (pooled SMD = 0.19, 95% CI − 0.12 to 0.50). The study was registered in the International Prospective Register of Systematic Reviews on April 28, 2020 (CRD42020175708).
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Affiliation(s)
- E. A. Soykan
- Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - B. M. Aarts
- Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - M. Lopez-Yurda
- Department of Biometrics, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - K. F. D. Kuhlmann
- Department of Surgical Oncology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - J. I. Erdmann
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - N. Kok
- Department of Surgical Oncology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - K. P. van Lienden
- Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - E. A. Wilthagen
- Scientific Information Service, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - R. G. H. Beets-Tan
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - O. M. van Delden
- Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - F. M. Gomez
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Interventional Radiology, Hospital Clinic Universitari de Barcelona, Barcelona, Spain
| | - E. G. Klompenhouwer
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
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Memeo R, Conticchio M, Deshayes E, Nadalin S, Herrero A, Guiu B, Panaro F. Optimization of the future remnant liver: review of the current strategies in Europe. Hepatobiliary Surg Nutr 2021; 10:350-363. [PMID: 34159162 DOI: 10.21037/hbsn-20-394] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Liver resection still represent the treatment of choice for liver malignancies, but in some cases inadequate future remnant liver (FRL) can lead to post hepatectomy liver failure (PHLF) that still represents the most common cause of death after hepatectomy. Several strategies in recent era have been developed in order to generate a compensatory hypertrophy of the FRL, reducing the risk of post hepatectomy liver failure. Portal vein embolization, portal vein ligation, and ALLPS are the most popular techniques historically adopted up to now. The liver venous deprivation and the radio-embolization are the most recent promising techniques. Despite even more precise tools to calculate the relationship among volume and function, such as scintigraphy with 99mTc-mebrofenin (HBS), no consensus is still available to define which of the above mentioned augmentation strategy is more adequate in terms of kind of surgery, complexity of the pathology and quality of liver parenchyma. The aim of this article is to analyse these different strategies to achieve sufficient FRL.
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Affiliation(s)
- Riccardo Memeo
- Division of Hepato-Pancreato-Biliary Surgery, Department of Surgery, "F. Miulli" General Hospital, Acquaviva delle Fonti, Bari, Italy
| | | | - Emmanuel Deshayes
- Department of Nuclear Medicine, Institute du Cancer de Montpellier (ICM), Montpellier, France.,INSERM U1194, Montpellier Cancer Research Institute, Montpellier University, Montpellier, France
| | - Silvio Nadalin
- Department of General, Visceral and Transplant Surgery, University Hospital Tübingen, Germany
| | - Astrid Herrero
- Department of Surgery, Division of HBP Surgery and Liver Transplantation, St-Eloi University Hospital, Montpellier, France
| | - Boris Guiu
- INSERM U1194, Montpellier Cancer Research Institute, Montpellier University, Montpellier, France.,Department of Radiology, St-Eloi University Hospital, Montpellier, France
| | - Fabrizio Panaro
- Department of Surgery, Division of HBP Surgery and Liver Transplantation, St-Eloi University Hospital, Montpellier, France
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14
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Chen Y, Liu Z, Mo Y, Li B, Zhou Q, Peng S, Li S, Kuang M. Prediction of Post-hepatectomy Liver Failure in Patients With Hepatocellular Carcinoma Based on Radiomics Using Gd-EOB-DTPA-Enhanced MRI: The Liver Failure Model. Front Oncol 2021; 11:605296. [PMID: 33777748 PMCID: PMC7987905 DOI: 10.3389/fonc.2021.605296] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Accepted: 02/18/2021] [Indexed: 12/12/2022] Open
Abstract
Objectives: Preoperative prediction of post-hepatectomy liver failure (PHLF) in patients with hepatocellular carcinoma (HCC) is significant for developing appropriate treatment strategies. We aimed to establish a radiomics-based clinical model for preoperative prediction of PHLF in HCC patients using gadolinium-ethoxybenzyl-diethylenetriamine (Gd-EOB-DTPA)-enhanced magnetic resonance imaging (MRI). Methods: A total of 144 HCC patients from two medical centers were included, with 111 patients as the training cohort and 33 patients as the test cohort, respectively. Radiomics features and clinical variables were selected to construct a radiomics model and a clinical model, respectively. A combined logistic regression model, the liver failure (LF) model that incorporated the developed radiomics signature and clinical risk factors was then constructed. The performance of these models was evaluated and compared by plotting the receiver operating characteristic (ROC) curve and calculating the area under the curve (AUC) with 95% confidence interval (CI). Results: The radiomics model showed a higher AUC than the clinical model in the training cohort and the test cohort for predicting PHLF in HCC patients. Moreover, the LF model had the highest AUCs in both cohorts [0.956 (95% CI: 0.955–0.962) and 0.844 (95% CI: 0.833–0.886), respectively], compared with the radiomics model and the clinical model. Conclusions: We evaluated quantitative radiomics features from MRI images and presented an externally validated radiomics-based clinical model, the LF model for the prediction of PHLF in HCC patients, which could assist clinicians in making treatment strategies before surgery.
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Affiliation(s)
- Yuyan Chen
- Department of Liver Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Zelong Liu
- Division of Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yunxian Mo
- State Key Laboratory of Oncology in South China, Department of Radiology, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Bin Li
- Clinical Trial Unit, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Qian Zhou
- Clinical Trial Unit, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Sui Peng
- Clinical Trial Unit, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.,Department of Gastroenterology and Hepatology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Shaoqiang Li
- Department of Liver Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Ming Kuang
- Department of Liver Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.,Division of Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
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15
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Huang M, Shen S, Cai H, Peng Z, Chiu WHK, Li ZP, Peng B, Feng ST. Regional liver function analysis with gadoxetic acid-enhanced MRI and virtual hepatectomy: prediction of postoperative short-term outcomes for HCC. Eur Radiol 2021; 31:4720-4730. [PMID: 33449173 DOI: 10.1007/s00330-020-07606-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 11/19/2020] [Accepted: 12/04/2020] [Indexed: 12/13/2022]
Abstract
OBJECTIVES To explore the role of quantitative regional liver function assessed by preoperative gadoxetic acid-enhanced MRI with computer-aided virtual hepatectomy to predict short-term outcomes after major hepatectomy for HCC. METHODS We retrospectively reviewed the records of 133 consecutive patients with HCC who underwent preoperative gadoxetic acid-enhanced MRI and indocyanine green (ICG) test. Forty-five patients received open major hepatectomy. Liver function reserve and the future liver remnant were evaluated by computer-aided virtual hepatectomy. Global liver functional parameters included the T1 relaxation time reduction rate (T1ratio) and functional liver volume (FV), whereas regional parameters included the rT1pos, rT1ratio, remnant FV (rFV), and remnant FV ratio (rFVratio) of the remnant liver. The functional parameters of the MRI and ICG were used to predict the short-term outcomes (liver failure and major complications) after major hepatectomy. RESULTS The T1ratio and FV were correlated with the ICG test (rho = - 0.304 and - 0.449, p < 0.05). FV < 682.8 ml indicated preoperative ICG-R15 ≥ 14% with 0.765 value of the area under the curve (AUC). No patient who underwent major resection with good liver functional reserve (ICG < 14%) and enough future remnant volume (> 30% standard LV) developed liver failure. Low rT1ratio (< 66.5%) and high rT1pos (> 217.5 ms) may predict major complications (AUC = 0.831 and 0.756, respectively; p < 0.05). The rT1ratio was an independent risk factor for postoperative major complications (odds ratio [OR] = 0.845, 95% CI, 0.736-0.966; p < 0.05). CONCLUSION Preoperative gadoxetic acid-enhanced MRI with computer-aided virtual hepatectomy may facilitate optimal assessment of regional liver functional reserve to predict short-term outcomes after major hepatectomy for HCC. KEY POINTS • Preoperative gadoxetic acid-enhanced MRI with virtual hepatectomy and volumetric analysis can provide precise liver volume and regional functional assessment. • Quantitative regional liver function assessed by gadoxetic acid-enhanced MRI can predict the short-term outcomes after major hepatectomy in patients with HCC. • The regional liver function assessed by gadoxetic acid-enhanced MRI is an independent risk factor for postoperative major complications.
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Affiliation(s)
- Mengqi Huang
- Department of Diagnostic Radiology, The First Affiliated Hospital, Sun Yat-sen University, 58th the second Zhongshan Road, Guangzhou, 510080, Guangdong, China
| | - Shunli Shen
- Department of Liver Surgery, The First Affiliated Hospital, Sun Yat-sen University, 58th the second Zhongshan Road, Guangzhou, 510080, Guangdong, China
| | - Huasong Cai
- Department of Diagnostic Radiology, The First Affiliated Hospital, Sun Yat-sen University, 58th the second Zhongshan Road, Guangzhou, 510080, Guangdong, China
| | - Zhenpeng Peng
- Department of Diagnostic Radiology, The First Affiliated Hospital, Sun Yat-sen University, 58th the second Zhongshan Road, Guangzhou, 510080, Guangdong, China
| | - Wan Hang Keith Chiu
- Department of Diagnostic Radiology, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Zi-Ping Li
- Department of Diagnostic Radiology, The First Affiliated Hospital, Sun Yat-sen University, 58th the second Zhongshan Road, Guangzhou, 510080, Guangdong, China
| | - Baogang Peng
- Department of Liver Surgery, The First Affiliated Hospital, Sun Yat-sen University, 58th the second Zhongshan Road, Guangzhou, 510080, Guangdong, China.
| | - Shi-Ting Feng
- Department of Diagnostic Radiology, The First Affiliated Hospital, Sun Yat-sen University, 58th the second Zhongshan Road, Guangzhou, 510080, Guangdong, China.
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16
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De La Pinta Alonso C. Radiation-induced liver disease in the era of SBRT: a review. Expert Rev Gastroenterol Hepatol 2020; 14:1195-1201. [PMID: 32886888 DOI: 10.1080/17474124.2020.1814744] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Accepted: 08/21/2020] [Indexed: 10/23/2022]
Abstract
INTRODUCTION Stereotactic Body Radiotherapy (SBRT) in liver tumors allows ablative radiation doses in tumors preserving the liver tissue. However, liver is a parallel organ allowing high doses in a small region to preserve its function. If this is not possible, radio-induced liver toxicity is produced. Radio-induced liver toxicity or radio-induced liver disease (RILD) is the most serious toxicity in liver radiotherapy. AREAS COVERED In this review, we analyzed published literature on PubMed and MEDLINE. We included papers in English language with information about RILD characteristics, diagnostic, risk factors, pathophysiology, and treatment. All citations were evaluated for relevant content and validation. EXPERT OPINION The study of RILD is fundamental before the implementation of liver SBRT. Radio-induced liver toxicity is a complication that can be fatal for patients. This is a diagnosis of exclusion and it is essential that experts in the treatment of hepatic SBRT know about it and anticipate its development. The study and development of molecular or imaging biomarkers could be key in their diagnosis and prevention.
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17
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Dual Plasma Sampling Method to Determine the Hepatic and Renal Clearance of the 2 Diastereoisomers of Gd-EOB-DTPA. Invest Radiol 2020; 55:168-173. [PMID: 31917760 DOI: 10.1097/rli.0000000000000622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES The aim of this study was to develop a method to determine hepatic and renal clearance of the 2 diastereoisomers (Gd-A, Gd-B) of Gd-EOB-DTPA separately. MATERIALS AND METHODS Between July 2017 and February 2018, 41 patients with hepatic disease were prospectively included. For each patient, 1 mL of iopromide (to determine glomerular filtration rate [GFR]) was coadministered with Gd-EOB-DTPA (Gd-A and Gd-B; 65:35 wt/wt). The plasma clearances of Gd-A (PCL-GdA) and Gd-B (PCL-GdB) as well as the iopromide (GFR) were generated by using dual plasma sampling method. Meanwhile, the patient's urine was collected for measurement of renal clearance of Gd-A (RCL-GdA) and Gd-B (RCL-GdB) to confirm its agreement with GFR. Hepatic clearances of Gd-A (HCL-GdA) and Gd-B (HCL-GdB) were calculated by subtracting the GFR from PCL-GdA and PCL-GdB, respectively, and were correlated with indocyanine green (ICG) 15 minutes retention rate (ICG R15). Pharmacokinetic parameters were compared between the two isomers and between Child-Pugh classifications using student's t test. RESULTS Within the group of 41 patients evaluated, both RCL-GdA and RCL-GdB demonstrated a good correlation and agreement to GFR (statistics shown in the main body). HCL-GdA demonstrated a strong negative correlation (r = -0.86, P < 0.001) with ICG R15 and was much higher than HCL-GdB (116.18 ± 75.48 vs 19.74 ± 14.24 mL/min, P < 0.001). HCL-GdB demonstrated a weak correlation (r = -0.26, P = 0.102) with ICG R15. HCL-GdA of noncirrhosis and Child-Pugh class A (151.74 ± 68.28 mL/min, n = 26) was higher than that of Child-Pugh class B (54.54 ± 39.13 mL/min, n = 15; P = 0.001). CONCLUSIONS A practical method was established for the determination of hepatic and renal clearance of the 2 isomers of Gd-EOB-DTPA. The 2 isomers have equal renal clearance and different hepatic clearance. The HCL-GdA may serve as a novel marker to reflect liver function reserve.
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18
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Yang M, Zhang Y, Zhao W, Cheng W, Wang H, Guo S. Evaluation of liver function using liver parenchyma, spleen and portal vein signal intensities during the hepatobiliary phase in Gd-EOB-D TPA-enhanced MRI. BMC Med Imaging 2020; 20:119. [PMID: 33081713 PMCID: PMC7576754 DOI: 10.1186/s12880-020-00519-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2020] [Accepted: 10/08/2020] [Indexed: 12/14/2022] Open
Abstract
Background Previous studies have used signal intensity (SI) to reflect liver function. However, few studies have evaluated liver function via the portal vein. Regarding the SI of the liver, spleen, and portal vein, no study has indicated which can best reflect liver function. Therefore, the aim of this study is to investigate whether these parameters can evaluate liver function in patients with cirrhosis and determine which is the best parameter.
Methods 120 patients with normal livers (n = 41) or Child–Pugh class A (n = 50), B (n = 21) or C (n = 8) disease who had undergone Gd-EOB-DTPA-enhanced MRI were retrospectively reviewed. Comparisons of the MRI data (liver parenchyma SI, portal vein SI, and spleen SI and liver-to-portal vein contrast ratio (LPC), liver-to-spleen contrast ratio (LSC), and portal vein-to-spleen contrast ratio (PSC)) in the 15-min hepatobiliary phase images were performed among the groups, and the correlations among the liver function parameters (total bilirubin, direct bilirubin, indirect bilirubin, aspartate aminotransferase, alanine aminotransferase, albumin, creatinine, platelet count, prothrombin time and international normalized ratio), liver function scores and MRI data were also quantitatively analysed. Results Significant differences were observed in the liver parenchyma SI, LPC and LSC among the groups. These values all decreased gradually from normal livers to Child–Pugh class C cirrhotic livers (P < 0.001). The portal vein SI constantly and slightly increased from normal livers to Child–Pugh class C cirrhotic livers, but no differences were found among the groups in the portal vein SI and PSC (P > 0.05). LPC showed a stronger correlation with the Child–Pugh score and MELD score than LSC and the liver parenchyma SI. The order of the AUCs of these parameters, from largest to smallest, was as follows: LPC, LSC, and liver parenchyma SI (P > 0.05). Conclusion The liver parenchyma SI, LSC and LPC may be used as alternative imaging biomarkers to assess liver function, while the portal vein SI and PSC do not reflect liver function. Furthermore, LPC values can more effectively distinguish severity among patients with cirrhosis than the liver parenchyma SI and LSC.
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Affiliation(s)
- Ming Yang
- Department of Radiology, The Second Affiliated Hospital of Soochow University, Sanxiang Street No. 1055, Suzhou, 215004, Jiangsu, China
| | - Yue Zhang
- Department of Radiology, The Second Affiliated Hospital of Soochow University, Sanxiang Street No. 1055, Suzhou, 215004, Jiangsu, China
| | - Wenlu Zhao
- Department of Radiology, The Second Affiliated Hospital of Soochow University, Sanxiang Street No. 1055, Suzhou, 215004, Jiangsu, China
| | - Wen Cheng
- Department of Radiology, The Second Affiliated Hospital of Soochow University, Sanxiang Street No. 1055, Suzhou, 215004, Jiangsu, China
| | - Han Wang
- Department of Radiology, The Second Affiliated Hospital of Soochow University, Sanxiang Street No. 1055, Suzhou, 215004, Jiangsu, China
| | - Shengren Guo
- Department of Radiology, The Second Affiliated Hospital of Soochow University, Sanxiang Street No. 1055, Suzhou, 215004, Jiangsu, China.
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19
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Mai RY, Lu HZ, Bai T, Liang R, Lin Y, Ma L, Xiang BD, Wu GB, Li LQ, Ye JZ. Artificial neural network model for preoperative prediction of severe liver failure after hemihepatectomy in patients with hepatocellular carcinoma. Surgery 2020; 168:643-652. [DOI: 10.1016/j.surg.2020.06.031] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 06/07/2020] [Accepted: 06/23/2020] [Indexed: 02/06/2023]
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20
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Orimo T, Kamiyama T, Kamachi H, Shimada S, Nagatsu A, Asahi Y, Sakamoto Y, Abo D, Taketomi A. Predictive value of gadoxetic acid enhanced magnetic resonance imaging for posthepatectomy liver failure after a major hepatectomy. JOURNAL OF HEPATO-BILIARY-PANCREATIC SCIENCES 2020; 27:531-540. [DOI: 10.1002/jhbp.769] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Revised: 03/19/2020] [Accepted: 03/31/2020] [Indexed: 12/11/2022]
Affiliation(s)
- Tatsuya Orimo
- Department of Gastroenterological Surgery I Hokkaido University Graduate School of Medicine Sapporo Japan
| | - Toshiya Kamiyama
- Department of Gastroenterological Surgery I Hokkaido University Graduate School of Medicine Sapporo Japan
| | - Hirofumi Kamachi
- Department of Gastroenterological Surgery I Hokkaido University Graduate School of Medicine Sapporo Japan
| | - Shingo Shimada
- Department of Gastroenterological Surgery I Hokkaido University Graduate School of Medicine Sapporo Japan
| | - Akihisa Nagatsu
- Department of Gastroenterological Surgery I Hokkaido University Graduate School of Medicine Sapporo Japan
| | - Yoh Asahi
- Department of Gastroenterological Surgery I Hokkaido University Graduate School of Medicine Sapporo Japan
| | - Yuzuru Sakamoto
- Department of Gastroenterological Surgery I Hokkaido University Graduate School of Medicine Sapporo Japan
| | - Daisuke Abo
- Department of Diagnostic and Interventional Radiology Hokkaido University Hospital Sapporo Japan
| | - Akinobu Taketomi
- Department of Gastroenterological Surgery I Hokkaido University Graduate School of Medicine Sapporo Japan
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21
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Madoff DC, Odisio BC, Schadde E, Gaba RC, Bennink RJ, van Gulik TM, Guiu B. Improving the Safety of Major Resection for Hepatobiliary Malignancy: Portal Vein Embolization and Recent Innovations in Liver Regeneration Strategies. Curr Oncol Rep 2020; 22:59. [PMID: 32415401 DOI: 10.1007/s11912-020-00922-x] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
PURPOSE OF REVIEW For three decades, portal vein embolization (PVE) has been the "gold-standard" strategy to hypertrophy the anticipated future liver remnant (FLR) in advance of major hepatectomy. During this time, CT volumetry was the most common method to preoperatively assess FLR quality and function and used to determine which patients are appropriate surgical candidates. This review provides the most up-to-date methods for preoperatively assessing the anticipated FLR and summarizes data from the currently available strategies used to induce FLR hypertrophy before surgery for hepatobiliary malignancy. RECENT FINDINGS Functional and physiological imaging is increasingly replacing standard CT volumetry as the method of choice for preoperative FLR assessment. PVE, associating liver partition and portal vein ligation, radiation lobectomy, and liver venous deprivation are all currently available techniques to hypertrophy the FLR. Each strategy has pros and cons based on tumor type, extent of resection, presence or absence of underlying liver disease, age, performance status, complication rates, and other factors. Numerous strategies can lead to FLR hypertrophy and improve the safety of major hepatectomy. Which is best has yet to be determined.
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Affiliation(s)
- David C Madoff
- Department of Radiology and Biomedical Imaging, Section of Interventional Radiology, Yale School of Medicine, New Haven, CT, USA.
| | - Bruno C Odisio
- Department of Interventional Radiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Erik Schadde
- Department of Surgery, Rush University Medical Center, Chicago, IL, USA
- Department of Surgery, Cantonal Hospital Winterthur, Zurich, Switzerland
- Institute of Physiology, Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland
| | - Ron C Gaba
- Department of Radiology, Interventional Radiology Section, University of Illinois Hospital, Chicago, IL, USA
| | - Roelof J Bennink
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Thomas M van Gulik
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Boris Guiu
- Department of Radiology, St-Eloi University Hospital-Montpellier, Montpellier, France
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22
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Metal-Based Complexes as Pharmaceuticals for Molecular Imaging of the Liver. Pharmaceuticals (Basel) 2019; 12:ph12030137. [PMID: 31527492 PMCID: PMC6789861 DOI: 10.3390/ph12030137] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Revised: 09/09/2019] [Accepted: 09/11/2019] [Indexed: 12/13/2022] Open
Abstract
This article reviews the use of metal complexes as contrast agents (CA) and radiopharmaceuticals for the anatomical and functional imaging of the liver. The main focus was on two established imaging modalities: magnetic resonance imaging (MRI) and nuclear medicine, the latter including scintigraphy and positron emission tomography (PET). The review provides an overview on approved pharmaceuticals like Gd-based CA and 99mTc-based radiometal complexes, and also on novel agents such as 68Ga-based PET tracers. Metal complexes are presented by their imaging modality, with subsections focusing on their structure and mode of action. Uptake mechanisms, metabolism, and specificity are presented, in context with advantages and limitations of the diagnostic application and taking into account the respective imaging technique.
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23
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Shorikov MA, Sergeeva ON, Kashkadaeva AV, Averinova SG, Lapteva MG, Frantsev DY, Polyakov AN, Kudashkin NE, Alekhin AP, Moroz EA, Virshke ER, Dolgushin BI. Liver Functional Evaluation Using Gadoxetic Acid Versus the Gold Standard Hepatobiliary Scintigraphy in Patients with Bile Duct Diseases. ACTA ACUST UNITED AC 2019. [DOI: 10.20862/0042-4676-2019-100-4-200-208] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Objective. To compare liver function assessments using Gd-EOB-DTPA-enhanced MRI and the gold standard hepatobiliary scintigraphy (HBS) in patients with bile duct diseases.Material and methods. The investigation enrolled 18 patients (male/female = 11/7; age, 29–70 years, Klatskin tumor (n=16), bile duct epithelial dysplasia (n=1), intrahepatic cholangiolithiasis (n=1)) after biliary decompression, who underwent 21 paired MRIs and 99mTc-mebrofenin HBS at a study interval of no more than 3 days. In the same regions of interest with a size of 30–50 pixels located in liver segments II–III, IV, V–VIII, and VI–VII, a MRI signal was measured before MR contrast agent (MRCA) injection into the standard vascular phases and at 10, 20, 30 and 40 minutes, then the signal was expressed as a percentage of intensity compared to the precontrast series. After MR volumetry, the functional volumes of the left and right liver lobes were also defined as the area under the MRCA accumulation curve, which was multiplied by the lobe volume and expressed as a percentage of the similarly calculated function of the entire liver. Similar intensity parameters and functional volumes were estimated for a HBS study.Results. The lobe functional volumes measured by the two methods were highly correlated (R=0.8; p<0.001) and did not show a significant difference at all when comparing with the Mann–Whitney test (p>0.3). The excretion rate of 99mTc-mebrofenin was also highly correlated with MRI findings (R=0.5–0.9; p<0.05). Conclusion. Gd-EOB-DTPA-enhanced MRI revealed a high correlation with the gold standard; however, additional studies are needed to clarify the possibilities and limitations of replacing one method with another one.><0.05).Conclusion. Gd-EOB-DTPA-enhanced MRI revealed a high correlation with the gold standard; however, additional studies are needed to clarify the possibilities and limitations of replacing one method with another one.
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Affiliation(s)
- M. A. Shorikov
- N.N. Blokhin National Medical Research Center of Oncology, Ministry of Health of the Russian Federation
| | - O. N. Sergeeva
- N.N. Blokhin National Medical Research Center of Oncology, Ministry of Health of the Russian Federation
| | - A. V. Kashkadaeva
- N.N. Blokhin National Medical Research Center of Oncology, Ministry of Health of the Russian Federation
| | - S. G. Averinova
- N.N. Blokhin National Medical Research Center of Oncology, Ministry of Health of the Russian Federation
| | - M. G. Lapteva
- N.N. Blokhin National Medical Research Center of Oncology, Ministry of Health of the Russian Federation
| | - D. Yu. Frantsev
- N.N. Blokhin National Medical Research Center of Oncology, Ministry of Health of the Russian Federation
| | - A. N. Polyakov
- N.N. Blokhin National Medical Research Center of Oncology, Ministry of Health of the Russian Federation
| | - N. E. Kudashkin
- N.N. Blokhin National Medical Research Center of Oncology, Ministry of Health of the Russian Federation
| | - A. P. Alekhin
- N.N. Blokhin National Medical Research Center of Oncology, Ministry of Health of the Russian Federation
| | - E. A. Moroz
- N.N. Blokhin National Medical Research Center of Oncology, Ministry of Health of the Russian Federation
| | - E. R. Virshke
- N.N. Blokhin National Medical Research Center of Oncology, Ministry of Health of the Russian Federation
| | - B. I. Dolgushin
- N.N. Blokhin National Medical Research Center of Oncology, Ministry of Health of the Russian Federation
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