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Baby A, Patidar Y, Mukund A, Srivastava A, Kumar N, Sasturkar SV, Tevethia HV, Pamecha V. Correlation between sarcopenia and hypertrophy of the future liver remnant in patients undergoing portal vein embolization before liver resection. Br J Radiol 2025; 98:544-550. [PMID: 39799514 DOI: 10.1093/bjr/tqaf003] [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: 04/20/2024] [Revised: 08/17/2024] [Accepted: 12/28/2024] [Indexed: 01/15/2025] Open
Abstract
OBJECTIVES To study the correlation between sarcopenia and hypertrophy of the future liver remnant (FLR) in patients undergoing portal vein embolization (PVE) before liver resection, and to assess the outcomes after resection. METHODS This retrospective study examined patients underwent PVE from May 2012 to May 2023. Demographic, clinical, and laboratory features were documented and total liver volumes and FLR volumes were measured before and 2-4 weeks after PVE. Degree of hypertrophy (DH), percentage hypertrophy (PH), and kinetic growth rate (KGR) of the FLR were calculated. Sarcopenia was defined using the skeletal muscle index (SMI) at the L3 vertebral level. Subcutaneous adipose index, visceral adipose index (VAI), cross-sectional area of psoas muscle at the largest diameter, and L3 vertebral level mean muscle attenuation (MA) were also assessed. RESULTS Forty patients were included in the analysis and the median age was 57.5 (IQR 51-64) and majority were males 27/40(67.5%). Twenty-two patients were non-sarcopenics and 18 were sarcopenics. All patients showed hypertrophy of FLR (P = 0.001). SMI demonstrated moderate positive correlations with DH (r = 0.46, P = 0.003), PH (r = 0.47, P = 0.002), and KGR (r = 0.44, P = 0.004). VAI showed weak positive correlations with DH (r = 0.22, P = 0.17), PH (r = 0.18, P = 0.27), and KGR (r = 0.14, P = 0.37). Pre-PVE FLR demonstrated a weak negative correlation with PH (r = -0.35, P = 0.03) and KGR (r = -0.12, P = 0.47). CONCLUSIONS Sarcopenia, specifically SMI, significantly correlates with FLR hypertrophy after PVE. Assessment of sarcopenia and body compartments prior to PVE could help in stratifying and treats patients with impaired FLR growth. ADVANCES IN KNOWLEDGE This study with data spanning over 11 years, is the first in the Indian population to demonstrate a significant correlation between SMI, a marker of sarcopenia, and FLR hypertrophy following PVE.
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Affiliation(s)
- Akhil Baby
- Department of Interventional Radiology, Institute of Liver and Biliary Sciences, New Delhi, 110070, India
| | - Yashwant Patidar
- Department of Interventional Radiology, Institute of Liver and Biliary Sciences, New Delhi, 110070, India
| | - Amar Mukund
- Department of Interventional Radiology, Institute of Liver and Biliary Sciences, New Delhi, 110070, India
| | - Amol Srivastava
- Department of Interventional Radiology, Institute of Liver and Biliary Sciences, New Delhi, 110070, India
| | - Niraj Kumar
- Department of Interventional Radiology, Institute of Liver and Biliary Sciences, New Delhi, 110070, India
| | | | - Harsh Vardhan Tevethia
- Department of Hepatology, Institute of Liver and Biliary Sciences, New Delhi, 110070, India
| | - Viniyendra Pamecha
- Department of Hepatobiliary Surgery, Institute of Liver and Biliary Sciences, New Delhi, 110070, India
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2
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Buldukoglu OC, Ocal S, Cekin AH. Letter to the editor regarding "Sarcopenia impacts perioperative and survival outcomes after esophagectomy for cancer: a multicenter study". J Gastrointest Surg 2024; 28:1743. [PMID: 39053879 DOI: 10.1016/j.gassur.2024.07.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Accepted: 07/20/2024] [Indexed: 07/27/2024]
Affiliation(s)
- Osman Cagin Buldukoglu
- Department of Gastroenterology, Antalya Training and Research Hospital, University of Health Sciences, Antalya, Turkey.
| | - Serkan Ocal
- Department of Gastroenterology, Antalya Training and Research Hospital, University of Health Sciences, Antalya, Turkey
| | - Ayhan Hilmi Cekin
- Department of Gastroenterology, Antalya Training and Research Hospital, University of Health Sciences, Antalya, Turkey
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3
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Barcena AJR, Owens TC, Melancon S, Workeneh I, Tran Cao HS, Vauthey JN, Huang SY. Current Perspectives and Progress in Preoperative Portal Vein Embolization with Stem Cell Augmentation (PVESA). Stem Cell Rev Rep 2024; 20:1236-1251. [PMID: 38613627 PMCID: PMC11222268 DOI: 10.1007/s12015-024-10719-1] [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] [Accepted: 04/03/2024] [Indexed: 04/15/2024]
Abstract
Portal vein embolization with stem cell augmentation (PVESA) is an emerging approach for enhancing the growth of the liver segment that will remain after surgery (i.e., future liver remnant, FLR) in patients with liver cancer. Conventional portal vein embolization (PVE) aims to induce preoperative FLR growth, but it has a risk of failure in patients with underlying liver dysfunction and comorbid illnesses. PVESA combines PVE with stem cell therapy to potentially improve FLR size and function more effectively and efficiently. Various types of stem cells can help improve liver growth by secreting paracrine signals for hepatocyte growth or by transforming into hepatocytes. Mesenchymal stem cells (MSCs), unrestricted somatic stem cells, and small hepatocyte-like progenitor cells have been used to augment liver growth in preclinical animal models, while clinical studies have demonstrated the benefit of CD133 + bone marrow-derived MSCs and hematopoietic stem cells. These investigations have shown that PVESA is generally safe and enhances liver growth after PVE. However, optimizing the selection, collection, and application of stem cells remains crucial to maximize benefits and minimize risks. Additionally, advanced stem cell technologies, such as priming, genetic modification, and extracellular vesicle-based therapy, that could further enhance efficacy outcomes should be evaluated. Despite its potential, PVESA requires more investigations, particularly mechanistic studies that involve orthotopic animal models of liver cancer with concomitant liver injury as well as larger human trials.
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Affiliation(s)
- Allan John R Barcena
- Department of Interventional Radiology, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, 1400 Pressler St, Unit, Houston, TX, 1471, 77030, United States
- College of Medicine, University of the Philippines Manila, Manila, NCR, 1000, Philippines
| | - Tyler C Owens
- Department of Interventional Radiology, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, 1400 Pressler St, Unit, Houston, TX, 1471, 77030, United States
| | - Sophie Melancon
- Department of Interventional Radiology, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, 1400 Pressler St, Unit, Houston, TX, 1471, 77030, United States
| | - Isias Workeneh
- Department of Interventional Radiology, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, 1400 Pressler St, Unit, Houston, TX, 1471, 77030, United States
| | - Hop S Tran Cao
- Department of Surgical Oncology, Division of Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, United States
| | - Jean-Nicolas Vauthey
- Department of Surgical Oncology, Division of Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, United States
| | - Steven Y Huang
- Department of Interventional Radiology, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, 1400 Pressler St, Unit, Houston, TX, 1471, 77030, United States.
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4
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Arntz PJW, Olthof PB, Korenblik R, Heil J, Kazemier G, van Delden OM, Bennink RJ, Damink SWMO, van Dam RM, Schadde E, Erdmann JI. Effect of Sarcopenia on the Increase in Liver Volume and Function After Portal Vein Embolization. Cardiovasc Intervent Radiol 2024; 47:642-649. [PMID: 38416177 DOI: 10.1007/s00270-024-03676-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Accepted: 01/28/2024] [Indexed: 02/29/2024]
Abstract
PURPOSE Sarcopenia is associated with a decreased kinetic growth rate (KGR) of the future liver remnant (FLR) after portal vein embolization (PVE). However, little is known on the increase in FLR function (FLRF) after PVE. This study evaluated the effect of sarcopenia on the functional growth rate (FGR) after PVE measured with hepatobiliary scintigraphy (HBS). METHODS All patients who underwent PVE at the Amsterdam UMC between January 2005 and August 2017 were analyzed. Functional imaging by HBS was used to determine FGR. Liver volumetry was performed using multiphase contrast computed tomography (CT). Muscle area measurement to determine sarcopenia was taken at the third lumbar level (L3). RESULTS Out of the 95 included patients, 9 were excluded due to unavailable data. 70/86 (81%) patients were sarcopenic. In the multivariate logistic regression analysis, sarcopenia (p = 0.009) and FLR volume (FRLV) before PVE (p = 0.021) were the only factors correlated with KGR, while no correlation was found with FGR. 90-day mortality was similar across the sarcopenic and non-sarcopenic group (4/53 [8%] versus 1/11 [9%]; p = 1.000). The resection rates were also comparable (53/70 [75%] versus 11/16 [69%]; p = 0.542). CONCLUSION FGR after PVE as measured by HBS appears to be preserved in sarcopenic patients. This is in contrast to KGR after PVE as measured by liver volumetry which is decreased in sarcopenic patients. LEVEL OF EVIDENCE Level 3b, cohort and case control studies.
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Affiliation(s)
- Pieter J W Arntz
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Pim B Olthof
- Department of Surgery, Erasmus MC, Rotterdam, The Netherlands
- Department of Surgery, University Medical Center Groningen, Groningen, The Netherlands
| | - Remon Korenblik
- GROW School for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
- Department of Surgery, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Jan Heil
- Institute of Physiology, University of Zurich, Zurich, Switzerland
- Department of General, Visceral and Transplant Surgery, University Hospital Frankfurt, Goethe-University Frankfurt, Frankfurt/Main, Germany
| | - Geert Kazemier
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Department of Surgery, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
| | - Otto M van Delden
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Roelof J Bennink
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Steven W M Olde Damink
- GROW School for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
- Department of Surgery, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Ronald M van Dam
- GROW School for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
- Department of Surgery, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Erik Schadde
- Institute of Physiology, University of Zurich, Zurich, Switzerland
- Department of Surgery, Rush University Chicago, Chicago, IL, USA
- Department of General and Visceral Surgery, Cantonal Hospital Winterthur, Winterthur, Switzerland
| | - Joris I Erdmann
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands.
- Cancer Center Amsterdam, Amsterdam, The Netherlands.
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5
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Wu MY, Yeh CH, Liao CC, Chen CL, Wang CC, Lin CC, Chang WC, Cheng YF, Ou HY. Sarcopenia Affects Liver Regeneration and Long-Term Survival Rate After Living-Donor Liver Transplantation in Patients With Hepatocellular Carcinoma. Transplant Proc 2024; 56:573-580. [PMID: 38326205 DOI: 10.1016/j.transproceed.2023.12.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 12/12/2023] [Accepted: 12/28/2023] [Indexed: 02/09/2024]
Abstract
PURPOSE Despite technological and immunologic innovations, some living-donor liver transplant (LDLT) recipients still face poor liver regeneration. Sarcopenia is often recognized as a biomarker for poor outcomes in surgical patients. This study aimed to evaluate associations between sarcopenia and liver regeneration in LDLT recipients. MATERIALS AND METHODS This retrospective review included consecutive patients who had received LDLT at Chang Gung Memorial Hospital between 2005 and 2017. Sarcopenia was assessed using the psoas muscle index (PMI) in cross-sectional images. Receiver operating characteristic curve analysis was used to determine the ability of PMI to predict relatively poor survival rates. Correlations between liver regeneration and sarcopenia were evaluated using regression analysis. RESULTS A total of 109 LDLT recipients were included. The 1-, 3-, 5, 10-, and 15-year survival rates were 93.7%, 84.8%, 79.7%, 74.7%, and 73.3% in males and 93.3%, 83.3%, 83.3%, 71.4%, and 71.4% in females. PMIs were significantly different based on 10- and 15-year overall survival rates (P = .001 and P = .000) in male patients. Receiver operating characteristic curve analysis revealed the PMI cutoff point at 6.7 cm2/m2 (sensitivity = 48.3%, specificity = 81%, AUC (area under the ROC curve) = 0.685) based on 10-year survival. Linear regression analysis revealed that PMI was significantly associated with liver regeneration in males (P = .013). CONCLUSIONS Sarcopenia and low PMI are associated with poor liver regeneration and long-term survival after LDLT in male patients. Further studies, including sarcopenia with conventional scores, may help to more reliably predict liver regeneration and mortality among LDLT patients with hepatocellular carcinoma.
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Affiliation(s)
- Mei-Yun Wu
- College of Nursing, Kaohsiung Medical University, Kaohsiung, Taiwan; Department of Nursing, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Cheng-Hsi Yeh
- Department of Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Chien-Chang Liao
- Department of Diagnostic Radiology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan; Department of Diagnostic Radiology, Kaohsiung Municipal Feng Shan Hospital - Under the management of Chang Gung Medical Foundation, Kaohsiung, Taiwan
| | - Chao-Long Chen
- Department of Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Chih-Chi Wang
- Department of Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Chih-Che Lin
- Department of Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Wan-Ching Chang
- Department of Diagnostic Radiology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Yu-Fan Cheng
- Department of Diagnostic Radiology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Hsin-You Ou
- Department of Diagnostic Radiology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan.
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6
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Primavesi F, Maglione M, Cipriani F, Denecke T, Oberkofler CE, Starlinger P, Dasari BVM, Heil J, Sgarbura O, Søreide K, Diaz-Nieto R, Fondevila C, Frampton AE, Geisel D, Henninger B, Hessheimer AJ, Lesurtel M, Mole D, Öllinger R, Olthof P, Reiberger T, Schnitzbauer AA, Schwarz C, Sparrelid E, Stockmann M, Truant S, Aldrighetti L, Braunwarth E, D’Hondt M, DeOliveira ML, Erdmann J, Fuks D, Gruenberger T, Kaczirek K, Malik H, Öfner D, Rahbari NN, Göbel G, Siriwardena AK, Stättner S. E-AHPBA-ESSO-ESSR Innsbruck consensus guidelines for preoperative liver function assessment before hepatectomy. Br J Surg 2023; 110:1331-1347. [PMID: 37572099 PMCID: PMC10480040 DOI: 10.1093/bjs/znad233] [Citation(s) in RCA: 40] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 06/09/2023] [Accepted: 07/04/2023] [Indexed: 08/14/2023]
Abstract
BACKGROUND Posthepatectomy liver failure (PHLF) contributes significantly to morbidity and mortality after liver surgery. Standardized assessment of preoperative liver function is crucial to identify patients at risk. These European consensus guidelines provide guidance for preoperative patient assessment. METHODS A modified Delphi approach was used to achieve consensus. The expert panel consisted of hepatobiliary surgeons, radiologists, nuclear medicine specialists, and hepatologists. The guideline process was supervised by a methodologist and reviewed by a patient representative. A systematic literature search was performed in PubMed/MEDLINE, the Cochrane library, and the WHO International Clinical Trials Registry. Evidence assessment and statement development followed Scottish Intercollegiate Guidelines Network methodology. RESULTS Based on 271 publications covering 4 key areas, 21 statements (at least 85 per cent agreement) were produced (median level of evidence 2- to 2+). Only a few systematic reviews (2++) and one RCT (1+) were identified. Preoperative liver function assessment should be considered before complex resections, and in patients with suspected or known underlying liver disease, or chemotherapy-associated or drug-induced liver injury. Clinical assessment and blood-based scores reflecting liver function or portal hypertension (for example albumin/bilirubin, platelet count) aid in identifying risk of PHLF. Volumetry of the future liver remnant represents the foundation for assessment, and can be combined with indocyanine green clearance or LiMAx® according to local expertise and availability. Functional MRI and liver scintigraphy are alternatives, combining FLR volume and function in one examination. CONCLUSION These guidelines reflect established methods to assess preoperative liver function and PHLF risk, and have uncovered evidence gaps of interest for future research.
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Affiliation(s)
- Florian Primavesi
- Department of Visceral, Transplant and Thoracic Surgery, Medical University of Innsbruck, Innsbruck, Austria
- Department of General, Visceral and Vascular Surgery, Centre for Hepatobiliary Surgery, Vöcklabruck, Austria
| | - Manuel Maglione
- Department of Visceral, Transplant and Thoracic Surgery, Medical University of Innsbruck, Innsbruck, Austria
| | - Federica Cipriani
- Hepatobiliary Surgery Division, San Raffaele Scientific Institute, Milan, Italy
| | - Timm Denecke
- Department of Diagnostic and Interventional Radiology, University Medical Centre Leipzig, Leipzig, Germany
| | - Christian E Oberkofler
- Swiss Hepatopancreatobiliary Transplant Centre, Department of Surgery, University Hospital Zürich, Zürich, Switzerland
- Vivévis AG—Visceral, Tumour and Robotic Surgery, Clinic Hirslanden Zürich, Zürich, Switzerland
| | - Patrick Starlinger
- Department of Surgery, Division of Hepatobiliary and Pancreatic Surgery, Mayo Clinic, Rochester, Minnesota, USA
- Centre of Physiology and Pharmacology, Medical University of Vienna, Vienna, Austria
| | - Bobby V M Dasari
- Department of Hepatobiliary–pancreatic and Liver Transplantation Surgery, University of Birmingham, Birmingham, UK
| | - Jan Heil
- Department of General, Visceral, Transplant and Thoracic Surgery, Goethe University Frankfurt, University Hospital, Frankfurt, Germany
| | - Olivia Sgarbura
- Department of Surgical Oncology, Cancer Institute of Montpellier, University of Montpellier, Montpellier, France
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut Régional du Cancer de Montpellier, Montpellier, France
| | - Kjetil Søreide
- Department of Gastrointestinal Surgery, Hepatopancreatobiliary Unit, Stavanger University Hospital, Stavanger, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Rafael Diaz-Nieto
- Liver Surgery Unit, Liverpool University Hospitals NHS Foundation Trust, Liverpool, UK
| | - Constantino Fondevila
- General and Digestive Surgery Service, Hospital Universitario La Paz, IdiPAZ, CIBERehd, Madrid, Spain
| | - Adam E Frampton
- Hepatopancreatobiliary Surgical Unit, Royal Surrey NHS Foundation Trust, Guildford, UK
- Section of Oncology, Department of Clinical and Experimental Medicine, University of Surrey, Guildford, UK
| | - Dominik Geisel
- Department of Radiology, Charité–Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Benjamin Henninger
- Department of Radiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Amelia J Hessheimer
- General and Digestive Surgery Service, Hospital Universitario La Paz, IdiPAZ, CIBERehd, Madrid, Spain
| | - Mickaël Lesurtel
- Department of Hepatopancreatobiliary Surgery and Liver Transplantation, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, University of Paris Cité, Clichy, France
| | - Damian Mole
- Hepatopancreatobiliary Surgery Unit, Department of Clinical Surgery, University of Edinburgh, Edinburgh, UK
| | - Robert Öllinger
- Department of Surgery, Charité–Universitätsmedizin Berlin, Berlin, Germany
| | - Pim Olthof
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
- Department of Surgery, Amsterdam University Medical Centres, University of Amsterdam, Amsterdam, the Netherlands
| | - Thomas Reiberger
- Division of Gastroenterology and Hepatology, Department of Medicine III and CD-Lab for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
| | - Andreas A Schnitzbauer
- Department of General, Visceral, Transplant and Thoracic Surgery, Goethe University Frankfurt, University Hospital, Frankfurt, Germany
| | - Christoph Schwarz
- Department of General Surgery, Division of Visceral Surgery, Medical University Vienna, Vienna, Austria
| | - Ernesto Sparrelid
- Department of Clinical Science, Intervention and Technology, Division of Surgery and Oncology, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Martin Stockmann
- Department of Surgery, Charité–Universitätsmedizin Berlin, Berlin, Germany
- Department of General, Visceral and Vascular Surgery, Evangelisches Krankenhaus Paul Gerhardt Stift, Lutherstadt Wittenberg, Germany
| | - Stéphanie Truant
- Department of Digestive Surgery and Transplantation, CHU Lille, Lille University, Lille, France
- CANTHER Laboratory ‘Cancer Heterogeneity, Plasticity and Resistance to Therapies’ UMR-S1277, Team ‘Mucins, Cancer and Drug Resistance’, Lille, France
| | - Luca Aldrighetti
- Hepatobiliary Surgery Division, San Raffaele Scientific Institute, Milan, Italy
| | - Eva Braunwarth
- Department of Visceral, Transplant and Thoracic Surgery, Medical University of Innsbruck, Innsbruck, Austria
| | - Mathieu D’Hondt
- Department of Digestive and Hepatobiliary/Pancreatic Surgery, Groeninge Hospital Kortrijk, Kortrijk, Belgium
| | - Michelle L DeOliveira
- Swiss Hepatopancreatobiliary Transplant Centre, Department of Surgery, University Hospital Zürich, Zürich, Switzerland
| | - Joris Erdmann
- Department of Surgery, Amsterdam UMC, Cancer Centre Amsterdam, the Netherlands
| | - David Fuks
- Department of Digestive, Hepatobiliary and Endocrine Surgery, Assistance Publique-Hôpitaux de Paris Centre Hopital Cochin, Paris, France
| | - Thomas Gruenberger
- Department of Surgery, Clinic Favoriten, Hepatopancreatobiliary Centre, Health Network Vienna and Sigmund Freud Private University, Vienna, Austria
| | - Klaus Kaczirek
- Department of General Surgery, Division of Visceral Surgery, Medical University Vienna, Vienna, Austria
| | - Hassan Malik
- Liver Surgery Unit, Liverpool University Hospitals NHS Foundation Trust, Liverpool, UK
| | - Dietmar Öfner
- Department of Visceral, Transplant and Thoracic Surgery, Medical University of Innsbruck, Innsbruck, Austria
| | - Nuh N Rahbari
- Department of Surgery, University Hospital Mannheim, University of Heidelberg, Medical Faculty Mannheim, Mannheim, Germany
| | - Georg Göbel
- Department of Medical Statistics, Informatics, and Health Economics, Medical University of Innsbruck, Innsbruck, Austria
| | - Ajith K Siriwardena
- Regional Hepato-Pancreato-Biliary Unit, Manchester Royal Infirmary, Manchester, UK
| | - Stefan Stättner
- Department of Visceral, Transplant and Thoracic Surgery, Medical University of Innsbruck, Innsbruck, Austria
- Department of General, Visceral and Vascular Surgery, Centre for Hepatobiliary Surgery, Vöcklabruck, Austria
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7
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Elhakim T, Trinh K, Mansur A, Bridge C, Daye D. Role of Machine Learning-Based CT Body Composition in Risk Prediction and Prognostication: Current State and Future Directions. Diagnostics (Basel) 2023; 13:968. [PMID: 36900112 PMCID: PMC10000509 DOI: 10.3390/diagnostics13050968] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 02/11/2023] [Accepted: 02/18/2023] [Indexed: 03/08/2023] Open
Abstract
CT body composition analysis has been shown to play an important role in predicting health and has the potential to improve patient outcomes if implemented clinically. Recent advances in artificial intelligence and machine learning have led to high speed and accuracy for extracting body composition metrics from CT scans. These may inform preoperative interventions and guide treatment planning. This review aims to discuss the clinical applications of CT body composition in clinical practice, as it moves towards widespread clinical implementation.
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Affiliation(s)
- Tarig Elhakim
- Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Kelly Trinh
- School of Medicine, Texas Tech University Health Sciences Center, School of Medicine, Lubbock, TX 79430, USA
| | - Arian Mansur
- Harvard Medical School, Harvard University, Boston, MA 02115, USA
| | - Christopher Bridge
- Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, USA
- Harvard Medical School, Harvard University, Boston, MA 02115, USA
| | - Dania Daye
- Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, USA
- Harvard Medical School, Harvard University, Boston, MA 02115, USA
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8
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Huang YL, Huang MC, Chang CI, Yang LH, Wu CJ, Chiu CC, Chen CY, Hsu JS, Lee KT, Chang WT. Elevated intramuscular adipose tissue content with a high Ishak fibrosis stage (>3) had a negative effect on liver regeneration in cirrhotic patients undergoing portal vein embolization. Kaohsiung J Med Sci 2023; 39:182-190. [PMID: 36394149 DOI: 10.1002/kjm2.12622] [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: 02/17/2022] [Revised: 10/17/2022] [Accepted: 10/20/2022] [Indexed: 11/18/2022] Open
Abstract
This study investigated the relationship between body composition parameters and changes in future liver remnant volume (FLRV) in hepatocellular carcinoma (HCC) patients undergoing portal vein embolization (PVE) in preparation for right hepatectomy. This retrospective study enrolled 21 patients between May 2013 and October 2020. Body composition parameters, including skeletal muscle attenuation (SMA), skeletal muscle mass index (SMI), intramuscular adipose tissue content (IMAC), and visceral-to-subcutaneous adipose tissue area ratio (VSR), were measured by computed tomography (CT) prior to PVE. Liver volumetry was measured before and at least 5 weeks after PVE. The mean interval between two CT volumetries was 9.1 ± 4.9 weeks, the mean value of increase in FLRV (ΔFLRV) was 236.0 ± 118.3 cm3 , the ratio of increased FLRV (ΔFLRV%) was 55.7 ± 29.4%, and the rate of increased FLRV was 31.0 ± 18.8 (cm3 /week). Subjects with high IMAC showed significantly lower (p = 0.044) ΔFLRV% than those with normal IMAC. Furthermore, ΔFLRV% was linearly reduced (p for trend = 0.043) among those with low Ishak fibrosis stage (<3) + normal IMAC (76.1 ± 36.8%), those with low Ishak fibrosis stage (<3) + high IMAC or high Ishak fibrosis stage (>3) + normal IMAC (54.0 ± 24.1%), and those with high Ishak fibrosis stage (>3) + low IMAC (28.7 ± 1.6%) (p for trend = 0.043). Our data indicated that high IMAC with a high Ishak fibrosis stage (>3) had a significant negative effect on ΔFLRV%.
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Affiliation(s)
- Yu-Ling Huang
- Department of Medical Imaging, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Meng-Chuan Huang
- Department of Public Health and Environmental Medicine, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.,Department of Nutrition and Dietetics, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Chiao-I Chang
- Department of Public Health and Environmental Medicine, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Li-Hwa Yang
- Department of Medical Imaging, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Chia-Jen Wu
- Department of Medical Imaging, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Chien-Chih Chiu
- Department of Biotechnology, College of Life Science, Kaohsiung Medical University, Kaohsiung, Taiwan.,Center for Cancer Research, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chiao-Yun Chen
- Department of Medical Imaging, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Department of Radiology, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Jui-Sheng Hsu
- Department of Medical Imaging, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Department of Radiology, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - King-Teh Lee
- Department of Surgery, Park One International Hospital, Kaohsiung, Taiwan.,Division of General and Digestive Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Wen-Tsan Chang
- Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.,Department of Biotechnology, College of Life Science, Kaohsiung Medical University, Kaohsiung, Taiwan.,Center for Cancer Research, Kaohsiung Medical University, Kaohsiung, Taiwan.,Division of General and Digestive Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Department of Surgery, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
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9
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Reese T, Galavics C, Schneider M, Brüning R, Oldhafer KJ. Sarcopenia influences the kinetic growth rate after ALPPS. Surgery 2022; 172:926-932. [DOI: 10.1016/j.surg.2022.04.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 04/08/2022] [Accepted: 04/12/2022] [Indexed: 10/18/2022]
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10
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Heil J, Heid F, Bechstein WO, Björnsson B, Brismar TB, Carling U, Erdmann J, Fretland ÅA, Grunhagen D, Hana RA, Hohmann J, Linke R, Meyer Y, Nawawi A, Olthof PB, Sandström P, Schnitzbauer AA, Sparrelid E, Verhoef C, Metrakos P, Schadde E. Sarcopenia predicts reduced liver growth and reduced resectability in patients undergoing portal vein embolization before liver resection - A DRAGON collaborative analysis of 306 patients. HPB (Oxford) 2022; 24:413-421. [PMID: 34526229 DOI: 10.1016/j.hpb.2021.08.818] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 07/06/2021] [Accepted: 08/05/2021] [Indexed: 02/08/2023]
Abstract
BACKGROUND After portal vein embolization (PVE) 30% fail to achieve liver resection. Malnutrition is a modifiable risk factor and can be assessed by radiological indices. This study investigates, if sarcopenia affects resectability and kinetic growth rate (KGR) after PVE. METHODS A retrospective study was performed of the outcome of PVE at 8 centres of the DRAGON collaborative from 2010 to 2019. All malignant tumour types were included. Sarcopenia was defined using gender, body mass and skeletal muscle index. First imaging after PVE was used for liver volumetry. Primary and secondary endpoints were resectability and KGR. Risk factors impacting liver growth were assessed in a multivariable analysis. RESULTS Eight centres identified 368 patients undergoing PVE. 62 patients (17%) had to be excluded due to unavailability of data. Among the 306 included patients, 112 (37%) were non-sarcopenic and 194 (63%) were sarcopenic. Sarcopenic patients had a 21% lower resectability rate (87% vs. 66%, p < 0.001) and a 23% reduced KGR (p = 0.02) after PVE. In a multivariable model dichotomized for KGR ≥2.3% standardized FLR (sFLR)/week, only sarcopenia and sFLR before embolization correlated with KGR. CONCLUSION In this largest study of risk factors, sarcopenia was associated with reduced resectability and KGR in patients undergoing PVE.
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Affiliation(s)
- Jan Heil
- Institute of Physiology, University of Zurich, Zurich, Switzerland; Department of General, Visceral and Transplant Surgery, University Hospital Frankfurt, Goethe-University Frankfurt, Frankfurt, Main, Germany
| | - Franziska Heid
- Institute of Physiology, University of Zurich, Zurich, Switzerland; Department of Surgery, Cantonal Hospital Winterthur, Zurich, Switzerland
| | - Wolf O Bechstein
- Department of General, Visceral and Transplant Surgery, University Hospital Frankfurt, Goethe-University Frankfurt, Frankfurt, Main, Germany
| | - Bergthor Björnsson
- Department of Surgery in Linköping and Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Torkel B Brismar
- Department of Clinical Science and Technology (CLINTEC), Radiology Unit, Karolinska Institutet, Stockholm, Sweden
| | - Ulrik Carling
- Department of Radiology Rikshospitalet, Oslo University Hospital, Oslo, Norway
| | - Joris Erdmann
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Åsmund A Fretland
- Department of Hepato-Pancreatic-Biliary Surgery, Oslo University Hospital, Oslo, Norway; The Intervention Centre, Oslo University Hospital, Oslo, Norway
| | - Dirk Grunhagen
- Department of Surgery, Erasmus MC Cancer Institute, Erasmus University, Rotterdam, the Netherlands
| | - Renato A Hana
- Department of Diagnostic Radiology, McGill General Hospital, Montreal, Canada
| | - Joachim Hohmann
- Department of Radiology and Nuclear Medicine, Cantonal Hospital Winterthur, Winterthur, Switzerland; Medical Faculty, University of Basel, Basel, Switzerland
| | - Richard Linke
- Department of General, Visceral and Transplant Surgery, University Hospital Frankfurt, Goethe-University Frankfurt, Frankfurt, Main, Germany
| | - Yannick Meyer
- Department of Surgery, Erasmus MC Cancer Institute, Erasmus University, Rotterdam, the Netherlands
| | - Abrar Nawawi
- Department of Surgery, McGill Health Center Research Institute, Cancer Program, Montreal, Canada
| | - Pim B Olthof
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands; Department of Surgery, Erasmus MC Cancer Institute, Erasmus University, Rotterdam, the Netherlands
| | - Per Sandström
- Department of Surgery in Linköping and Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Andreas A Schnitzbauer
- Department of General, Visceral and Transplant Surgery, University Hospital Frankfurt, Goethe-University Frankfurt, Frankfurt, Main, Germany
| | - Ernesto Sparrelid
- Department of Clinical Science, Intervention and Technology, Division of Surgery, Karolinska Institutet, Karolinska Hospital, Stockholm, Sweden
| | - Cornelis Verhoef
- Department of Surgery, Erasmus MC Cancer Institute, Erasmus University, Rotterdam, the Netherlands
| | - Peter Metrakos
- Department of Surgery, McGill Health Center Research Institute, Cancer Program, Montreal, Canada
| | - Erik Schadde
- Institute of Physiology, University of Zurich, Zurich, Switzerland; Department of Surgery, Cantonal Hospital Winterthur, Zurich, Switzerland; Department of Surgery, Division of Transplant Surgery, Rush University Medical Center, Chicago, IL, USA.
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11
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Yao S, Kamo N. ASO Author Reflections: Muscularity Affects Morphological and Functional Recovery of Liver; Clinical Phenomenon was Proven, but Mechanism is Yet to Be Proven. Ann Surg Oncol 2021; 29:313-314. [PMID: 34414514 DOI: 10.1245/s10434-021-10631-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 07/30/2021] [Indexed: 11/18/2022]
Affiliation(s)
- Siyuan Yao
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan.
| | - Naoko Kamo
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
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12
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Takeda M, Sakamoto S, Uchida H, Shimizu S, Yanagi Y, Fukuda A, Nosaka S, Kasahara M. Impact of sarcopenia in infants with liver transplantation for biliary atresia. Pediatr Transplant 2021; 25:e13950. [PMID: 33326674 DOI: 10.1111/petr.13950] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 11/13/2020] [Accepted: 12/01/2020] [Indexed: 12/11/2022]
Abstract
While sarcopenia is an important predictor of LT outcomes in adults, few studies have examined the association of sarcopenia with LT outcomes in pediatric patients. We investigated the clinical influence of sarcopenia on the post-transplant outcomes in infants with BA. To define sarcopenia in infants, the cross-sectional area of the tPMA in 93 healthy control infants was measured by computed tomography. Sarcopenia was defined as a tPMA lower than two standard deviations below the mean of healthy control infants. Eighty-nine infants with BA with a median age at LT of 7.6 months old were enrolled. The clinical characteristics and outcomes of LT were verified in the sarcopenia group (n = 21) and non-sarcopenia group (n = 68). The sarcopenia group had a significantly longer operation time and greater blood loss during LT than the non-sarcopenia group (P = .03 and 0.02). The incidence of portal vein stenosis and post-operative bloodstream infection was also significantly higher in the sarcopenia group than in the non-sarcopenia group (23.8% vs 4.4%, P = .02 and 28.6% vs 10.3%, P = .04, respectively). The total length of hospital stay did not differ significantly. The 1-year patient and graft survival rates tended to be lower in the sarcopenia group than in the non-sarcopenia group (90.5% vs 98.5%, P = .07 and 85.7% vs 97.1%, P = .05, respectively). Sarcopenia in infants with BA may be associated with the patient survival and serve as an effective marker for post-operative outcomes of LT.
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Affiliation(s)
- Masahiro Takeda
- Organ Transplantation Center, National Center for Child Health and Development, Tokyo, Japan
| | - Seisuke Sakamoto
- Organ Transplantation Center, National Center for Child Health and Development, Tokyo, Japan
| | - Hajime Uchida
- Organ Transplantation Center, National Center for Child Health and Development, Tokyo, Japan
| | - Seiichi Shimizu
- Organ Transplantation Center, National Center for Child Health and Development, Tokyo, Japan
| | - Yusuke Yanagi
- Organ Transplantation Center, National Center for Child Health and Development, Tokyo, Japan
| | - Akinari Fukuda
- Organ Transplantation Center, National Center for Child Health and Development, Tokyo, Japan
| | - Shunsuke Nosaka
- Department of Radiology, National Center for Child Health and Development, Tokyo, Japan
| | - Mureo Kasahara
- Organ Transplantation Center, National Center for Child Health and Development, Tokyo, Japan
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13
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Heise D, Schulze-Hagen M, Bednarsch J, Eickhoff R, Kroh A, Bruners P, Eickhoff SB, Brecheisen R, Ulmer F, Neumann UP. CT-Based Prediction of Liver Function and Post-PVE Hypertrophy Using an Artificial Neural Network. J Clin Med 2021; 10:jcm10143079. [PMID: 34300246 PMCID: PMC8306993 DOI: 10.3390/jcm10143079] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 07/05/2021] [Accepted: 07/09/2021] [Indexed: 11/28/2022] Open
Abstract
Background: This study aimed to evaluate whether hypertrophy after portal vein embolization (PVE) and maximum liver function capacity (LiMAx) are predictable by an artificial neural network (ANN) model based on computed tomography (CT) texture features. Methods: We report a retrospective analysis on 118 patients undergoing preoperative assessment by CT before and after PVE for subsequent extended liver resection due to a malignant tumor at RWTH Aachen University Hospital. The LiMAx test was carried out in a subgroup of 55 patients prior to PVE. Associations between CT texture features and hypertrophy as well as liver function were assessed by a multilayer perceptron ANN model. Results: Liver volumetry showed a median hypertrophy degree of 33.9% (16.5–60.4%) after PVE. Non-response, defined as a hypertrophy grade lower than 25%, was found in 36.5% (43/118) of the cases. The ANN prediction of the hypertrophy response showed a sensitivity of 95.8%, specificity of 44.4% and overall prediction accuracy of 74.6% (p < 0.001). The observed median LiMAx was 327 (248–433) μg/kg/h and was strongly correlated with the predicted LiMAx (R2 = 0.89). Conclusion: Our study shows that an ANN model based on CT texture features is able to predict the maximum liver function capacity and may be useful to assess potential hypertrophy after performing PVE.
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Affiliation(s)
- Daniel Heise
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany; (J.B.); (R.E.); (A.K.); (F.U.); (U.P.N.)
- Correspondence:
| | - Maximilian Schulze-Hagen
- Department of Diagnostic and Interventional Radiology, RWTH Aachen University Hospital, 52074 Aachen, Germany; (M.S.-H.); (P.B.)
| | - Jan Bednarsch
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany; (J.B.); (R.E.); (A.K.); (F.U.); (U.P.N.)
| | - Roman Eickhoff
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany; (J.B.); (R.E.); (A.K.); (F.U.); (U.P.N.)
| | - Andreas Kroh
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany; (J.B.); (R.E.); (A.K.); (F.U.); (U.P.N.)
| | - Philipp Bruners
- Department of Diagnostic and Interventional Radiology, RWTH Aachen University Hospital, 52074 Aachen, Germany; (M.S.-H.); (P.B.)
| | - Simon B. Eickhoff
- Research Center Juelich, Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), 52074 Juelich, Germany;
- Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Duesseldorf, 40225 Duesseldorf, Germany
| | - Ralph Brecheisen
- Department of Surgery, Maastricht University Medical Centre (MUMC), 6229 Maastricht, The Netherlands;
| | - Florian Ulmer
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany; (J.B.); (R.E.); (A.K.); (F.U.); (U.P.N.)
| | - Ulf Peter Neumann
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany; (J.B.); (R.E.); (A.K.); (F.U.); (U.P.N.)
- Department of Surgery, Maastricht University Medical Centre (MUMC), 6229 Maastricht, The Netherlands;
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14
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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: 16] [Impact Index Per Article: 4.0] [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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