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Gunn PJ, Pramfalk C, Millar V, Cornfield T, Hutchinson M, Johnson EM, Nagarajan SR, Troncoso‐Rey P, Mithen RF, Pinnick KE, Traka MH, Green CJ, Hodson L. Modifying nutritional substrates induces macrovesicular lipid droplet accumulation and metabolic alterations in a cellular model of hepatic steatosis. Physiol Rep 2020; 8:e14482. [PMID: 32643289 PMCID: PMC7343665 DOI: 10.14814/phy2.14482] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2020] [Revised: 05/02/2020] [Accepted: 05/18/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND AND AIMS Nonalcoholic fatty liver disease (NAFLD) begins with steatosis, where a mixed macrovesicular pattern of large and small lipid droplets (LDs) develops. Since in vitro models recapitulating this are limited, the aims of this study were to develop mixed macrovesicular steatosis in immortalized hepatocytes and investigate effects on intracellular metabolism by altering nutritional substrates. METHODS Huh7 cells were cultured in 11 mM glucose and 2% human serum (HS) for 7 days before additional sugars and fatty acids (FAs), either with 200 µM FAs (low fat low sugar; LFLS), 5.5 mM fructose + 200 µM FAs (low fat high sugar; LFHS), or 5.5 mM fructose + 800 µM FAs (high fat high sugar; HFHS), were added for 7 days. FA metabolism, lipid droplet characteristics, and transcriptomic signatures were investigated. RESULTS Between the LFLS and LFHS conditions, there were few notable differences. In the HFHS condition, intracellular triacylglycerol (TAG) was increased and the LD pattern and distribution was similar to that found in primary steatotic hepatocytes. HFHS-treated cells had lower levels of de novo-derived FAs and secreted larger, TAG-rich lipoprotein particles. RNA sequencing and gene set enrichment analysis showed changes in several pathways including those involved in metabolism and cell cycle. CONCLUSIONS Repeated doses of HFHS treatment resulted in a cellular model of NAFLD with a mixed macrovesicular LD pattern and metabolic dysfunction. Since these nutrients have been implicated in the development of NAFLD in humans, the model provides a good physiological basis for studying NAFLD development or regression in vitro.
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Affiliation(s)
- Pippa J. Gunn
- Oxford Centre for Diabetes, Endocrinology and MetabolismRadcliffe Department of MedicineUniversity of OxfordOxfordUK
| | - Camilla Pramfalk
- Division of Clinical ChemistryDepartment of Laboratory MedicineKarolinska Institutet at Karolinska University Hospital HuddingeStockholmSweden
| | - Val Millar
- Target Discovery InstituteNuffield Department of MedicineUniversity of OxfordOxfordUK
| | - Thomas Cornfield
- Oxford Centre for Diabetes, Endocrinology and MetabolismRadcliffe Department of MedicineUniversity of OxfordOxfordUK
| | - Matthew Hutchinson
- Oxford Centre for Diabetes, Endocrinology and MetabolismRadcliffe Department of MedicineUniversity of OxfordOxfordUK
| | - Elspeth M. Johnson
- Oxford Centre for Diabetes, Endocrinology and MetabolismRadcliffe Department of MedicineUniversity of OxfordOxfordUK
| | - Shilpa R. Nagarajan
- Oxford Centre for Diabetes, Endocrinology and MetabolismRadcliffe Department of MedicineUniversity of OxfordOxfordUK
| | | | | | - Katherine E. Pinnick
- Oxford Centre for Diabetes, Endocrinology and MetabolismRadcliffe Department of MedicineUniversity of OxfordOxfordUK
| | | | - Charlotte J. Green
- Oxford Centre for Diabetes, Endocrinology and MetabolismRadcliffe Department of MedicineUniversity of OxfordOxfordUK
| | - Leanne Hodson
- Oxford Centre for Diabetes, Endocrinology and MetabolismRadcliffe Department of MedicineUniversity of OxfordOxfordUK
- National Institute for Health Research Oxford Biomedical Research CentreOxford University Hospital TrustsOxfordUK
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Higher thresholds for the utilization of steatotic allografts in liver transplantation: Analysis from a U.S. national database. PLoS One 2020; 15:e0230995. [PMID: 32240235 PMCID: PMC7117730 DOI: 10.1371/journal.pone.0230995] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Accepted: 03/02/2020] [Indexed: 12/29/2022] Open
Abstract
Background Historically, liver allografts with >30% macrosteatosis (MaS) on donor biopsy have been associated with early allograft dysfunction and worse graft survival; however, successful outcomes have been reported in small cohorts. This study proposes an elevated MaS threshold for organ utilization without detriment to graft survival. Methods The UNOS Standard Transplant Analysis and Research database was evaluated for transplants between 2006–2015. Graft survival up to 1-year was evaluated by Kaplan-Meier (KM) survival analyses, and by univariate and multivariable logistic regression analyses, including donor and recipient characteristics. Odds ratios (OR) with 95% confidence intervals (CI) for risk of graft loss are reported. Results Thirty-day risk of graft loss was increased with MaS as low as 10–19% (OR [95% CI] 1.301 [1.055–1.605], p<0.0001) and peaked with MaS 50–59% (2.921 [1.672–5.103]). At 1-year, risk of graft loss remained elevated with MaS 40–49% (1.465 [1.002–2.142]) and MaS 50–59% (1.978 [1.281–3.056], p = 0.0224). Multivariable models were created for Lower and Higher MELD recipients and MaS cutoffs were established. In Lower MELD recipients, organs with ≥50% MaS had increased risk of graft loss at 30 days (2.451 [1.541–3.897], p = 0.0008) and 1-year post-transplant (1.720 [1.224–2.418], p = 0.0125). Higher MELD recipients had increased risk of graft loss at 30 days with allografts showing MaS ≥40% (4.204 [1.440–5.076], p = 0.0016). At 1-year the risk remained increased, but MaS was not significant predictor of graft loss.048 [1.131–3.710], p = 0.0616). In both MELD cohorts, organs with MaS levels below threshold had similar survival to those transplanted without a donor biopsy. Conclusions In conjunction with recipient selection, organs with MaS up to 50% may be safely used without detriment to outcomes.
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Hodson L, Gunn PJ. The regulation of hepatic fatty acid synthesis and partitioning: the effect of nutritional state. Nat Rev Endocrinol 2019; 15:689-700. [PMID: 31554932 DOI: 10.1038/s41574-019-0256-9] [Citation(s) in RCA: 178] [Impact Index Per Article: 29.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Nonalcoholic fatty liver disease (NAFLD) is an increasing global public health burden. NAFLD is strongly associated with type 2 diabetes mellitus, obesity and cardiovascular disease and begins with intrahepatic triacylglycerol accumulation. Under healthy conditions, the liver regulates lipid metabolism to meet systemic energy needs in the fed and fasted states. The processes of fatty acid uptake, fatty acid synthesis and the intracellular partitioning of fatty acids into storage, oxidation and secretion pathways are tightly regulated. When one or more of these processes becomes dysregulated, excess lipid accumulation can occur. Although genetic and environmental factors have been implicated in the development of NAFLD, it remains unclear why an imbalance in these pathways begins. The regulation of fatty acid partitioning occurs at several points, including during triacylglycerol synthesis, lipid droplet formation and lipolysis. These processes are influenced by enzyme function, intake of dietary fats and sugars and whole-body metabolism, and are further affected by the presence of obesity or insulin resistance. Insight into how the liver controls fatty acid metabolism in health and how these processes might be affected in disease would offer the potential for new therapeutic treatments for NAFLD to be developed.
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Affiliation(s)
- Leanne Hodson
- Oxford Centre for Diabetes, Endocrinology and Metabolism, Radcliffe Department of Medicine, University of Oxford, Headington, Oxford, UK.
- Oxford NIHR Biomedical Research Centre, Churchill Hospital, Headington, Oxford, UK.
| | - Pippa J Gunn
- Oxford Centre for Diabetes, Endocrinology and Metabolism, Radcliffe Department of Medicine, University of Oxford, Headington, Oxford, UK
- Oxford NIHR Biomedical Research Centre, Churchill Hospital, Headington, Oxford, UK
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Schleicher C, Kreipe HH, Schemmer P, Strassburg CP, Fischer-Fröhlich CL, Rahmel A, Flechtenmacher C. [Donor liver histology : Joint recommendations of the DGP, DTG and DSO]. Chirurg 2019; 90:899-904. [PMID: 31214724 DOI: 10.1007/s00104-019-0990-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND The indications, implementation and reporting of liver biopsies for deceased organ donation are not mandatory or regulated. Reliable data on outcome quality and prognostic relevance are therefore not available. Defined standards are thus required to enable meaningful studies and to ensure high data quality of a national transplantation registry. OBJECTIVE Presentation of a synopsis of available studies and literature-based recommendations. RESULTS AND CONCLUSION Against the background of an organ shortage and a growing number of older donors, pretransplantation liver histology is of significant relevance to guide clinical decision making. With the joint recommendations of the German Transplantation Society (DTG), the German Society of Pathology (DGP) and the German Organ Transplantation Foundation (DSO) standardized procedures are defined for the first time.
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Affiliation(s)
- C Schleicher
- Region Baden-Württemberg, Deutsche Stiftung Organtransplantation, Kriegerstraße 6, 70191, Stuttgart, Deutschland.
| | - H-H Kreipe
- Institut für Pathologie, Medizinische Hochschule Hannover, Hannover, Deutschland
| | - P Schemmer
- Allgemein-, Viszeral- und Transplantationschirurgie, Medizinische Universität Graz, Graz, Österreich
| | - C P Strassburg
- Medizinische Klinik1, Universitätsklinikum Bonn, Bonn, Deutschland
| | - C-L Fischer-Fröhlich
- Region Baden-Württemberg, Deutsche Stiftung Organtransplantation, Kriegerstraße 6, 70191, Stuttgart, Deutschland
| | - A Rahmel
- Hauptverwaltung, Deutsche Stiftung Organtransplantation, Frankfurt, Deutschland
| | - C Flechtenmacher
- Pathologisches Institut, Universitätsklinikum Heidelberg, Heidelberg, Deutschland
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Winters AC, Mittal R, Schiano TD. A review of the use of transient elastography in the assessment of fibrosis and steatosis in the post-liver transplant patient. Clin Transplant 2019; 33:e13700. [PMID: 31441967 DOI: 10.1111/ctr.13700] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2019] [Revised: 07/21/2019] [Accepted: 08/18/2019] [Indexed: 12/13/2022]
Abstract
Liver biopsy is considered the gold standard method for diagnosing and staging liver disease, particularly in the post-liver transplant setting. Given the invasive nature of biopsy, alternate means for accurately assessing liver fibrosis and steatosis are preferred especially as the number of patients with fatty liver disease is increasing. Transient elastography has been validated as a useful tool for evaluation of liver fibrosis, as has controlled attenuation parameter index as a tool for assessing steatosis. It is a non-invasive, rapid, and highly reproducible approach to demonstrate the presence of fibrosis among non-transplant patients with chronic liver disease of various etiologies. However, it has not yet found wide acceptance in liver transplant recipients. There are few published studies evaluating the merits and applicability of transient elastography to assess allografts after liver transplantation. We review the published data on the use of transient elastography with concurrent controlled attenuation parameter in liver transplant recipients and recommend its greater use to follow allograft function over time.
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Affiliation(s)
- Adam C Winters
- Vatche and Tamar Manoukian Division of Digestive Diseases, University of California Los Angeles, Los Angeles, CA, USA
| | - Rasham Mittal
- Transplant Hepatology, Southern California Permanente Medical Group, Kaiser Permanente, Los Angeles, CA, USA
| | - Thomas D Schiano
- Department of Medicine, Division of Liver Diseases, Recanati/Miller Transplantation Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Reliability and Accuracy of Clinical Assessment and Digital Image Analysis for Steatosis Evaluation in Discarded Human Livers. Transplant Proc 2019; 51:1679-1683. [DOI: 10.1016/j.transproceed.2019.04.054] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2019] [Revised: 03/06/2019] [Accepted: 04/22/2019] [Indexed: 12/12/2022]
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Ferri F, Lai Q, Molinaro A, Poli E, Parlati L, Lattanzi B, Mennini G, Melandro F, Pugliese F, Maldarelli F, Corsi A, Riminucci M, Merli M, Rossi M, Ginanni Corradini S. Donor Small-Droplet Macrovesicular Steatosis Affects Liver Transplant Outcome in HCV-Negative Recipients. Can J Gastroenterol Hepatol 2019; 2019:5862985. [PMID: 31187028 PMCID: PMC6521523 DOI: 10.1155/2019/5862985] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Accepted: 04/03/2019] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND No data are available on liver transplantation (LT) outcome and donor liver steatosis, classified as large droplet macrovesicular (Ld-MaS), small-droplet macrovesicular (Sd-MaS), and true microvesicular (MiS), taking into account the recipient Hepatitis C virus (HCV) status. AIM We investigate the impact of allograft steatosis reclassified according to the Brunt classification on early graft function and survival after LT. METHODS We retrospectively reviewed 204 consecutive preischemia biopsies of grafts transplanted in our center during the period 2001-2011 according to recipient HCV status. RESULTS The median follow-up after LT was 7.5 years (range: 0.0-16.7). In negative recipients (n=122), graft loss was independently associated with graft Sd-MaS, in multivariable Cox regression models comprehending only pre-/intraoperative variables (HR=1.03, 95%CI=1.01-1.05; P=0.003) and when including indexes of early postoperative graft function (HR=1.04, 95%CI=1.02-1.06; P=0.001). Graft Sd-MaS>15% showed a risk for graft loss > 2.5-folds in both the models. Graft Sd-MaS>15% was associated with reduced graft ATP content and, only in HCV- recipients, with higher early post-LT serum AST peaks. CONCLUSIONS In HCV-negative recipients, allografts with >15% Sd-MaS have significantly reduced graft survival and show low ATP and higher AST peaks in the immediate posttransplant period. Donors with >15% Sd-MaS have significantly higher BMI, longer ICU stays, and lower PaO2.
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Affiliation(s)
- Flaminia Ferri
- Department of Translational and Precision Medicine, Sapienza University of Rome, 00185 Rome, Italy
| | - Quirino Lai
- Hepato-Bilio-Pancreatic and Liver Transplant Unit Department of Surgery, Sapienza University of Rome, 00161 Rome, Italy
| | - Antonio Molinaro
- Department of Molecular and Clinical Medicine, University of Gothenburg, and Sahlgrenska University Hospital, 405 30 Gothenburg, Sweden
| | - Edoardo Poli
- Centre Hepato-Biliaire, Hôpital Paul Brousse, AP-HP, 94800 Villejuif, France
| | - Lucia Parlati
- Hepatology Department, Université Paris Descartes, Cochin Hospital, AP-HP, 75014 Paris, France
| | - Barbara Lattanzi
- Department of Translational and Precision Medicine, Sapienza University of Rome, 00185 Rome, Italy
| | - Gianluca Mennini
- Hepato-Bilio-Pancreatic and Liver Transplant Unit Department of Surgery, Sapienza University of Rome, 00161 Rome, Italy
| | - Fabio Melandro
- Hepato-Bilio-Pancreatic and Liver Transplant Unit Department of Surgery, Sapienza University of Rome, 00161 Rome, Italy
| | - Francesco Pugliese
- Department of Anaesthesiology Critical Care Medicine and Pain Therapy, Sapienza University of Rome, 00161 Rome, Italy
| | - Federica Maldarelli
- Department of Anaesthesiology Critical Care Medicine and Pain Therapy, Sapienza University of Rome, 00161 Rome, Italy
| | - Alessandro Corsi
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy
| | - Mara Riminucci
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy
| | - Manuela Merli
- Department of Translational and Precision Medicine, Sapienza University of Rome, 00185 Rome, Italy
| | - Massimo Rossi
- Hepato-Bilio-Pancreatic and Liver Transplant Unit Department of Surgery, Sapienza University of Rome, 00161 Rome, Italy
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The Use of Smartphone for Liver Graft Biopsy Assessment at the Time of Procurement. Transplantation 2019; 102:e459-e460. [PMID: 30080817 DOI: 10.1097/tp.0000000000002389] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Golse N, Cosse C, Allard MA, Laurenzi A, Tedeschi M, Guglielmo N, Fernandez-Sevilla E, Robert M, Tréchot B, Pietrasz D, Pittau G, Ciacio O, Sa Cunha A, Castaing D, Cherqui D, Adam R, Samuel D, Sebagh M, Vibert E. Evaluation of a micro-spectrometer for the real-time assessment of liver graft with mild-to-moderate macrosteatosis: A proof of concept study. J Hepatol 2019; 70:423-430. [PMID: 30399385 DOI: 10.1016/j.jhep.2018.10.034] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Revised: 10/24/2018] [Accepted: 10/27/2018] [Indexed: 12/14/2022]
Abstract
BACKGROUND & AIMS Liver macrosteatosis (MS) is a major predictor of graft dysfunction after transplantation. However, frozen section techniques to quantify steatosis are often unavailable in the context of procurements, and the findings of preoperative imaging techniques correlate poorly with those of permanent sections, so that the surgeon is ultimately responsible for the decision. Our aim was to assess the accuracy of a non-invasive pocket-sized micro-spectrometer (PSM) for the real-time estimation of MS. METHODS We prospectively evaluated a commercial PSM by scanning the liver capsule. A double pathological quantification of MS was performed on permanent sections. Initial calibration (training cohort) was performed on 35 livers (MS ≤60%) and an algorithm was created to correlate the estimated (PSM) and known (pathological) MS values. A second assessment (validation cohort) was then performed on 154 grafts. RESULTS Our algorithm achieved a coefficient of determination R2 = 0.81. Its validation on the second cohort demonstrated a Lin's concordance coefficient of 0.78. Accuracy reached 0.91%, with reproducibility of 86.3%. The sensitivity, specificity, positive and negative predictive values for MS ≥30% were 66.7%, 100%, 100% and 98%, respectively. The PSM could predict the absence (<30%)/presence (≥30%) of MS with a kappa coefficient of 0.79. Neither graft weight nor height, donor body mass index nor the CT-scan liver-to-spleen attenuation ratio could accurately predict MS. CONCLUSION We demonstrated that a PSM can reliably and reproducibly assess mild-to-moderate MS. Its low cost and the immediacy of results may offer considerable added-value decision support for surgeons. This tool could avoid the detrimental and prolonged ischaemia caused by the pathological examination of (potentially) marginal grafts. This device now needs to be assessed in the context of a large-scale multicentre study. LAY SUMMARY Macro-vacuolar liver steatosis is a major prognostic factor for outcomes after liver transplantation. However, it is often difficult for logistical reasons to get this estimation during procurement. Therefore, we developed an algorithm for a commercial, portable and affordable spectrometer to accurately estimate this content in a real-time fashion. This device could be of great interest for clinical decision-making to accept or discard a potential human liver graft.
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Affiliation(s)
- Nicolas Golse
- Department of Surgery, Paul-Brousse Hospital Assistance Publique Hôpitaux de Paris, Centre Hépato-Biliaire, Villejuif 94800, France; DHU Hepatinov, Villejuif 94800, France; INSERM, Unit 1193, Villejuif 94800, France; Univ Paris-Sud, UMR-S 1193, Villejuif 94800, France.
| | - Cyril Cosse
- Faculty of Medicine Paris V, Paris 75020, France
| | - Marc-Antoine Allard
- Department of Surgery, Paul-Brousse Hospital Assistance Publique Hôpitaux de Paris, Centre Hépato-Biliaire, Villejuif 94800, France
| | - Andrea Laurenzi
- Department of Surgery, Paul-Brousse Hospital Assistance Publique Hôpitaux de Paris, Centre Hépato-Biliaire, Villejuif 94800, France
| | - Michele Tedeschi
- Department of Surgery, Paul-Brousse Hospital Assistance Publique Hôpitaux de Paris, Centre Hépato-Biliaire, Villejuif 94800, France
| | - Nicola Guglielmo
- Department of Surgery, Paul-Brousse Hospital Assistance Publique Hôpitaux de Paris, Centre Hépato-Biliaire, Villejuif 94800, France
| | - Elena Fernandez-Sevilla
- Department of Surgery, Paul-Brousse Hospital Assistance Publique Hôpitaux de Paris, Centre Hépato-Biliaire, Villejuif 94800, France
| | - Maud Robert
- Department of General Surgery and Bariatric Surgery, Edouard Herriot Hospital, Hospices Civils de Lyon-Claude Bernard Lyon 1 University, France
| | - Boris Tréchot
- Department of Surgery, Paul-Brousse Hospital Assistance Publique Hôpitaux de Paris, Centre Hépato-Biliaire, Villejuif 94800, France
| | - Daniel Pietrasz
- Department of Surgery, Paul-Brousse Hospital Assistance Publique Hôpitaux de Paris, Centre Hépato-Biliaire, Villejuif 94800, France
| | - Gabriella Pittau
- Department of Surgery, Paul-Brousse Hospital Assistance Publique Hôpitaux de Paris, Centre Hépato-Biliaire, Villejuif 94800, France
| | - Oriana Ciacio
- Department of Surgery, Paul-Brousse Hospital Assistance Publique Hôpitaux de Paris, Centre Hépato-Biliaire, Villejuif 94800, France
| | - Antonio Sa Cunha
- Department of Surgery, Paul-Brousse Hospital Assistance Publique Hôpitaux de Paris, Centre Hépato-Biliaire, Villejuif 94800, France; DHU Hepatinov, Villejuif 94800, France; INSERM, Unit 1193, Villejuif 94800, France; Univ Paris-Sud, UMR-S 1193, Villejuif 94800, France
| | - Denis Castaing
- Department of Surgery, Paul-Brousse Hospital Assistance Publique Hôpitaux de Paris, Centre Hépato-Biliaire, Villejuif 94800, France; DHU Hepatinov, Villejuif 94800, France; INSERM, Unit 1193, Villejuif 94800, France; Univ Paris-Sud, UMR-S 1193, Villejuif 94800, France
| | - Daniel Cherqui
- Department of Surgery, Paul-Brousse Hospital Assistance Publique Hôpitaux de Paris, Centre Hépato-Biliaire, Villejuif 94800, France; DHU Hepatinov, Villejuif 94800, France; INSERM, Unit 1193, Villejuif 94800, France; Univ Paris-Sud, UMR-S 1193, Villejuif 94800, France
| | - René Adam
- Department of Surgery, Paul-Brousse Hospital Assistance Publique Hôpitaux de Paris, Centre Hépato-Biliaire, Villejuif 94800, France; DHU Hepatinov, Villejuif 94800, France; INSERM, Unit 776, Villejuif F-94800, France; Univ Paris-Sud, UMR-S 776, Villejuif 94800, France
| | - Didier Samuel
- DHU Hepatinov, Villejuif 94800, France; INSERM, Unit 1193, Villejuif 94800, France; Univ Paris-Sud, UMR-S 1193, Villejuif 94800, France; Department of Hepatology, Paul-Brousse Hospital Assistance Publique Hôpitaux de Paris, Centre Hépato-Biliaire, Villejuif 94800, France
| | - Mylene Sebagh
- Department of Pathology, Paul-Brousse Hospital Assistance Publique Hôpitaux de Paris, Centre Hépato-Biliaire, Villejuif 94800, France
| | - Eric Vibert
- Department of Surgery, Paul-Brousse Hospital Assistance Publique Hôpitaux de Paris, Centre Hépato-Biliaire, Villejuif 94800, France; DHU Hepatinov, Villejuif 94800, France; INSERM, Unit 1193, Villejuif 94800, France; Univ Paris-Sud, UMR-S 1193, Villejuif 94800, France
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Croome KP, Lee DD, Taner CB. The "Skinny" on Assessment and Utilization of Steatotic Liver Grafts: A Systematic Review. Liver Transpl 2019; 25:488-499. [PMID: 30817859 DOI: 10.1002/lt.25408] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2018] [Accepted: 12/25/2018] [Indexed: 02/07/2023]
Abstract
The frequency at which steatotic deceased donor liver grafts are encountered will likely continue to increase. Utilization of liver grafts with moderate-to-severe steatosis for liver transplantation (LT) has been previously shown to be associated with increased rates of primary nonfunction and decreased recipient survival. In order to better inform clinical decision making and guide future research, critical evaluation of the literature on donor liver steatosis and posttransplantation outcome is needed. This literature review aims to provide the "skinny" on using deceased donor steatotic livers for LT.
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Affiliation(s)
| | - David D Lee
- Department of Transplant, Mayo Clinic Florida, Jacksonville, FL
| | - C Burcin Taner
- Department of Transplant, Mayo Clinic Florida, Jacksonville, FL
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Cesaretti M, Addeo P, Schiavo L, Anty R, Iannelli A. Assessment of Liver Graft Steatosis: Where Do We Stand? Liver Transpl 2019; 25:500-509. [PMID: 30380197 DOI: 10.1002/lt.25379] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2018] [Accepted: 10/28/2018] [Indexed: 12/14/2022]
Abstract
The growing number of patients on waiting lists for liver transplantation and the shortage of organs have forced many centers to adopt extended criteria for graft selection, moving the limit of acceptance for marginal livers. Steatotic grafts that were, in the past, considered strictly unacceptable for transplantation because of the high risk of early nonfunction are now considered as a potential resource for organ implementation. Several methods to diagnose, measure, classify, and stage steatosis exist, but none can be considered qualitatively and quantitatively "the ideal method" to date. Clinical, biological, and imaging data can be very helpful to estimate graft steatosis, but histology still remains the gold standard. There is an increasing need for rapid and reliable tools to assess graft steatosis. Herein, we present a comprehensive review of the approaches that are currently used to quantify steatosis in liver grafts.
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Affiliation(s)
- Manuela Cesaretti
- Department of HPB Surgery and Liver Transplantation, Hôpital Beaujon, AP-HP, Clichy, France.,Department of Nanophysics, Italian Institute of Technology, Genova, Italy
| | - Pietro Addeo
- Hepato-Pancreato-Biliary Surgery and Liver Transplantation, Pôle des Pathologies Digestives, Hépatiques et de la Transplantation, Hôpital de Hautepierre-Hôpitaux Universitaires de Strasbourg, Université de Strasbourg, Strasbourg, France
| | - Luigi Schiavo
- Department of Cardio-Thoracic and Respiratory Science, University of Campania "Luigi Vanvitelli," Naples, Italy.,IX Division of General Surgery, Vascular Surgery and Applied Biotechnology, Naples University Policlinic, Naples, Italy
| | - Rodolphe Anty
- Faculty of Medicine, University of Nice-Sophia Antipolis, Nice, France.,INSERM, U1065, Team 8 "Hepatic complications in obesity," Nice, France.,Centre Hospitalier Universitaire Nice, Digestive Center, Nice, France
| | - Antonio Iannelli
- Faculty of Medicine, University of Nice-Sophia Antipolis, Nice, France.,Digestive Unit, Archet 2 Hospital, University Hospital of Nice, Nice, France
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Boteon YL, Boteon APCS, Attard J, Mergental H, Mirza DF, Bhogal RH, Afford SC. Ex situ machine perfusion as a tool to recondition steatotic donor livers: Troublesome features of fatty livers and the role of defatting therapies. A systematic review. Am J Transplant 2018; 18:2384-2399. [PMID: 29947472 DOI: 10.1111/ajt.14992] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Revised: 06/13/2018] [Accepted: 06/18/2018] [Indexed: 02/06/2023]
Abstract
Long-standing research has shown that increased lipid content in donor livers is associated with inferior graft outcomes posttransplant. The global epidemic that is obesity has increased the prevalence of steatosis in organ donors, to the extent that it has become one of the main reasons for declining livers for transplantation. Consequently, it is one of the major culprits behind the discrepancy between the number of donor livers offered for transplantation and those that go on to be transplanted. Steatotic livers are characterized by poor microcirculation, depleted energy stores because of an impaired capacity for mitochondrial recovery, and a propensity for an exaggerated inflammatory response following reperfusion injury culminating in poorer graft function postoperatively. Ex situ machine perfusion, currently a novel method in graft preservation, is showing great promise in providing a tool for the recovery and reconditioning of marginal livers. Hence, reconditioning these steatotic livers using machine perfusion has the potential to increase the number of liver transplants performed. In this review, we consider the problematic issues associated with fatty livers in the realm of transplantation and discuss pharmacological and nonpharmacological options that are being developed to enhance recovery of these organs using machine perfusion and defatting strategies.
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Affiliation(s)
- Yuri L Boteon
- Liver Unit, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
- National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre, Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, UK
| | - Amanda P C S Boteon
- Liver Unit, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Joseph Attard
- Liver Unit, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Hynek Mergental
- Liver Unit, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Darius F Mirza
- Liver Unit, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Ricky H Bhogal
- Liver Unit, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Simon C Afford
- National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre, Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, UK
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Homeyer A, Hammad S, Schwen LO, Dahmen U, Höfener H, Gao Y, Dooley S, Schenk A. Focused scores enable reliable discrimination of small differences in steatosis. Diagn Pathol 2018; 13:76. [PMID: 30231920 PMCID: PMC6146776 DOI: 10.1186/s13000-018-0753-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Accepted: 09/12/2018] [Indexed: 01/01/2023] Open
Abstract
Background Automated image analysis enables quantitative measurement of steatosis in histological images. However, spatial heterogeneity of steatosis can make quantitative steatosis scores unreliable. To improve the reliability, we have developed novel scores that are “focused” on steatotic tissue areas. Methods Focused scores use concepts of tile-based hotspot analysis in order to compute statistics about steatotic tissue areas in an objective way. We evaluated focused scores on three data sets of images of rodent liver sections exhibiting different amounts of dietary-induced steatosis. The same evaluation was conducted with the standard steatosis score computed by most image analysis methods. Results The standard score reliably discriminated large differences in steatosis (intraclass correlation coefficient ICC = 0.86), but failed to discriminate small (ICC = 0.54) and very small (ICC = 0.14) differences. With an appropriate tile size, mean-based focused scores reliably discriminated large (ICC = 0.92), small (ICC = 0.86) and very small (ICC = 0.83) differences. Focused scores based on high percentiles showed promise in further improving the discrimination of very small differences (ICC = 0.93). Conclusions Focused scores enable reliable discrimination of small differences in steatosis in histological images. They are conceptually simple and straightforward to use in research studies.
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Affiliation(s)
- André Homeyer
- Fraunhofer MEVIS, Am Fallturm 1, 28359, Bremen, Germany.
| | - Seddik Hammad
- Section Molecular Hepatology, Department of Medicine II, Medical Faculty Mannheim, Heidelberg University, 68167, Mannheim, Germany.,Department of Forensic Medicine and Toxicology, Faculty of Veterinary Medicine, South Valley University, Qena, 83523, Egypt
| | | | - Uta Dahmen
- Department of General, Visceral and Vascular Surgery, Jena University Hospital, Drackendorfer Str. 1, 07747, Jena, Germany
| | | | - Yan Gao
- Section Molecular Hepatology, Department of Medicine II, Medical Faculty Mannheim, Heidelberg University, 68167, Mannheim, Germany
| | - Steven Dooley
- Section Molecular Hepatology, Department of Medicine II, Medical Faculty Mannheim, Heidelberg University, 68167, Mannheim, Germany
| | - Andrea Schenk
- Fraunhofer MEVIS, Am Fallturm 1, 28359, Bremen, Germany
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65
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Cracking pattern of tissue slices induced by external extension provides useful diagnostic information. Sci Rep 2018; 8:12167. [PMID: 30111854 PMCID: PMC6093865 DOI: 10.1038/s41598-018-30662-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2018] [Accepted: 08/01/2018] [Indexed: 11/17/2022] Open
Abstract
Although biopsy is one of the most important methods for diagnosis in diseases, there is ambiguity based on the information obtained from the visual inspection of tissue slices. Here, we studied the effect of external extension on tissue slices from mouse liver with different stages of disease: Healthy normal state, Simple steatosis, Non-alcoholic steatohepatitis and Hepatocellular carcinoma. We found that the cracking pattern of a tissue slice caused by extension can provide useful information for distinguishing among the disease states. Interestingly, slices with Hepatocellular carcinoma showed a fine roughening on the cracking pattern with a characteristic length of the size of cells, which is much different than the cracking pattern for slices with non-cancerous steatosis, for which the cracks were relatively straight. The significant difference in the cracking pattern depending on the disease state is attributable to a difference in the strength of cell-cell adhesion, which would be very weak under carcinosis. As it is well known that the manner of cell-cell adhesion neatly concerns with the symptoms in many diseases, it may be promising to apply the proposed methodology to the diagnosis of other diseases.
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66
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Piao D, Ritchey JW, Holyoak GR, Wall CR, Sultana N, Murray JK, Bartels KE. In vivo percutaneous reflectance spectroscopy of fatty liver development in rats suggests that the elevation of the scattering power is an early indicator of hepatic steatosis. JOURNAL OF INNOVATIVE OPTICAL HEALTH SCIENCES 2018; 11. [DOI: 10.1142/s1793545818500190] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
Abstract
This study assessed whether there was a scattering spectral marker quantifiable by reflectance measurements that could indicate early development of hepatic steatosis in rats for potential applications to pre-procurement organ evaluation. Sixteen rats were fed a methionine-choline-deficient (MCD) diet and eight rats were fed a normal diet. Direct assessment of the liver parenchyma of rats in vivo was performed by percutaneous reflectance spectroscopy using a single fiber probe at the beginning of diet-intake and arbitrary post-diet-intake times up to 11 weeks to render longitudinal comparison. Histological sampling of the liver over the duration of diet administration was performed on two MCD-diet treated rats and one control rat euthanized after reflectance spectroscopy measurement. The images of hematoxylin/eosin-stained liver specimens were analyzed morphometrically to evaluate the lipid size changes associated with the level of steatosis. The MCD-diet-treated group ([Formula: see text]) had mild steatosis in seven rats, moderate in three rats, severe in six rats, and no other significant pathology. No control rats ([Formula: see text]) developed hepatic steatosis. Among the parameters retrieved from per-SfS, only the scattering power (can be either positive or negative) appeared to be statistically different between MCD-treated and control livers. The scattering power for the 16 MCD-diet-treated livers at the time of euthanasia and presenting various levels of steatosis was [Formula: see text], in comparison to [Formula: see text] of the eight control livers [Formula: see text]. When evaluated at days 12 and 13 combined, the scattering power of the 16 MCD-diet-treated livers was [Formula: see text], in comparison to [Formula: see text] of the eight control livers ([Formula: see text]). All of four MCD-treated livers harvested at days 12 and 13 presented mild steatosis with sub-micron size lipid droplets, even though none of the MCD-treated livers were sonographically remarkable for fatty changes. The elevation of the scattering power may be a valuable marker indicating early hepatic steatosis before the steatosis is sonographically detectable.
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Affiliation(s)
- Daqing Piao
- School of Electrical and Computer Engineering, Oklahoma State University, 202 Engineering South, Stillwater, OK 74078, USA
- Department of Veterinary Clinical Sciences, Center for Veterinary Health Sciences, 002 VTH, Oklahoma State University, Stillwater, OK 74078, USA
| | - Jerry W. Ritchey
- Department of Veterinary Pathobiology, Center for Veterinary Health Sciences, Oklahoma State University, 250 McElroy Hall, Stillwater, OK 74078, USA
| | - G. Reed Holyoak
- Department of Veterinary Clinical Sciences, Center for Veterinary Health Sciences, 002 VTH, Oklahoma State University, Stillwater, OK 74078, USA
| | - Corey R. Wall
- Department of Veterinary Clinical Sciences, Center for Veterinary Health Sciences, 002 VTH, Oklahoma State University, Stillwater, OK 74078, USA
| | - Nigar Sultana
- Graduate Program on Interdisciplinary Sciences, Oklahoma State University, Stillwater, OK 74078, USA
| | - Jill K. Murray
- Department of Veterinary Clinical Sciences, Center for Veterinary Health Sciences, 002 VTH, Oklahoma State University, Stillwater, OK 74078, USA
| | - Kenneth E. Bartels
- Department of Veterinary Clinical Sciences, Center for Veterinary Health Sciences, 002 VTH, Oklahoma State University, Stillwater, OK 74078, USA
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Nacif LS, Rocha-Santos V, Claro LC, Vintimilla A, Ferreira LA, Arantes RM, Pinheiro RS, Andraus W, Alves VA, D’Albuquerque LC. Liver biopsy may facilitate pancreatic graft evaluation: Positive association between liver steatosis and pancreatic graft adipose infiltration. Clinics (Sao Paulo) 2018; 73:e49. [PMID: 29846412 PMCID: PMC5960076 DOI: 10.6061/clinics/2018/e49] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2017] [Accepted: 12/11/2017] [Indexed: 01/25/2023] Open
Abstract
OBJECTIVES The number of pancreatic transplants has decreased in recent years. Pancreatic grafts have been underutilized compared to other solid grafts. One cause of discard is the macroscopic appearance of the pancreas, especially the presence of fatty infiltration. The current research is aimed at understanding any graft-related association between fatty tissue infiltration of the pancreas and liver steatosis. METHODS From August 2013 to August 2014, a prospective cross-sectional clinical study using data from 54 multiple deceased donor organs was performed. RESULTS Micro- and macroscopic liver steatosis were significantly correlated with the donor body mass index ([BMI]; p=0.029 and p=0.006, respectively). Positive gamma associations between pancreatic and liver macroscopic and microscopic findings (0.98; confidence interval [CI]: 0.95-1 and 0.52; CI 0.04-1, respectively) were observed. Furthermore, comparisons of liver microscopy findings showed significant differences between severe versus absent (p<0.001), severe versus mild (p<0.001), and severe versus moderate classifications (p<0.001). The area under the receiver operating curve was 0.94 for the diagnosis of steatosis by BMI evaluation using a cut-off BMI of 27.5 kg/m2, which yielded 100% sensitivity, 87% specificity, and 100% negative predictive value. CONCLUSIONS We observed a positive association of macroscopic and microscopic histopathological findings in steatotic livers with adipose infiltration of pancreatic grafts.
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Affiliation(s)
- Lucas S. Nacif
- Divisao de Transplante de Figado e Orgaos do Aparelho Digestivo, Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR
| | - Vinicius Rocha-Santos
- Divisao de Transplante de Figado e Orgaos do Aparelho Digestivo, Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR
| | - Laura C.L. Claro
- Departamento de Patologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR
| | - Agustin Vintimilla
- Divisao de Transplante de Figado e Orgaos do Aparelho Digestivo, Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR
| | - Leandro A. Ferreira
- Divisao de Transplante de Figado e Orgaos do Aparelho Digestivo, Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR
| | - Rubens M. Arantes
- Divisao de Transplante de Figado e Orgaos do Aparelho Digestivo, Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR
| | - Rafael S. Pinheiro
- Divisao de Transplante de Figado e Orgaos do Aparelho Digestivo, Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR
| | - Wellington Andraus
- Divisao de Transplante de Figado e Orgaos do Aparelho Digestivo, Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR
| | - Venancio A.F. Alves
- Departamento de Patologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR
| | - Luiz Carneiro D’Albuquerque
- Divisao de Transplante de Figado e Orgaos do Aparelho Digestivo, Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR
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Computer-assisted liver graft steatosis assessment via learning-based texture analysis. Int J Comput Assist Radiol Surg 2018; 13:1357-1367. [DOI: 10.1007/s11548-018-1787-6] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Accepted: 05/03/2018] [Indexed: 12/18/2022]
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Liu Q, Buccini L, Pezzati D, Hassan A, Diago Uso T, Miller C, Quintini C. Reply. Liver Transpl 2018; 24:710. [PMID: 29389070 DOI: 10.1002/lt.25028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Accepted: 01/03/2018] [Indexed: 01/13/2023]
Affiliation(s)
- Qiang Liu
- Transplantation Center Department of General Surgery, Cleveland Clinic, Cleveland, OH
| | - Laura Buccini
- Transplantation Center Department of General Surgery, Cleveland Clinic, Cleveland, OH
| | - Daniele Pezzati
- Transplantation Center Department of General Surgery, Cleveland Clinic, Cleveland, OH
| | - Ahmed Hassan
- Transplantation Center Department of General Surgery, Cleveland Clinic, Cleveland, OH
| | - Teresa Diago Uso
- Transplantation Center Department of General Surgery, Cleveland Clinic, Cleveland, OH
| | - Charles Miller
- Transplantation Center Department of General Surgery, Cleveland Clinic, Cleveland, OH
| | - Cristiano Quintini
- Transplantation Center Department of General Surgery, Cleveland Clinic, Cleveland, OH
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Urasaki Y, Zhang C, Cheng JX, Le TT. Quantitative Assessment of Liver Steatosis and Affected Pathways with Molecular Imaging and Proteomic Profiling. Sci Rep 2018; 8:3606. [PMID: 29483581 PMCID: PMC5826939 DOI: 10.1038/s41598-018-22082-6] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2017] [Accepted: 02/16/2018] [Indexed: 02/08/2023] Open
Abstract
Current assessment of non-alcoholic fatty liver disease (NAFLD) with histology is time-consuming, insensitive to early-stage detection, qualitative, and lacks information on etiology. This study explored alternative methods for fast and quantitative assessment of NAFLD with hyperspectral stimulated Raman scattering (SRS) microscopy and nanofluidic proteomics. Hyperspectral SRS microscopy quantitatively measured liver composition of protein, DNA, and lipid without labeling and sensitively detected early-stage steatosis in a few minutes. On the other hand, nanofluidic proteomics quantitatively measured perturbations to the post-translational modification (PTM) profiles of selective liver proteins to identify affected cellular signaling and metabolic pathways in a few hours. Perturbations to the PTM profiles of Akt, 4EBP1, BID, HMGCS2, FABP1, and FABP5 indicated abnormalities in multiple cellular processes including cell cycle regulation, PI3K/Akt/mTOR signaling cascade, autophagy, ketogenesis, and fatty acid transport. The integrative deployment of hyperspectral SRS microscopy and nanofluidic proteomics provided fast, sensitive, and quantitative assessment of liver steatosis and affected pathways that overcame the limitations of histology.
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Affiliation(s)
- Yasuyo Urasaki
- Department of Biomedical Sciences, College of Medicine, Roseman University of Health Sciences, 10530 Discovery Drive, Las Vegas, NV, 89135, USA
| | - Chi Zhang
- Departments of Electrical and Computer Engineering & Biomedical Engineering, College of Engineering, Boston University, 8 St. Mary's St, Boston, MA, 02215, USA
| | - Ji-Xin Cheng
- Departments of Electrical and Computer Engineering & Biomedical Engineering, College of Engineering, Boston University, 8 St. Mary's St, Boston, MA, 02215, USA.
| | - Thuc T Le
- Department of Biomedical Sciences, College of Medicine, Roseman University of Health Sciences, 10530 Discovery Drive, Las Vegas, NV, 89135, USA.
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Homeyer A, Nasr P, Engel C, Kechagias S, Lundberg P, Ekstedt M, Kost H, Weiss N, Palmer T, Hahn HK, Treanor D, Lundström C. Automated quantification of steatosis: agreement with stereological point counting. Diagn Pathol 2017; 12:80. [PMID: 29132399 PMCID: PMC5683532 DOI: 10.1186/s13000-017-0671-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2017] [Accepted: 11/07/2017] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Steatosis is routinely assessed histologically in clinical practice and research. Automated image analysis can reduce the effort of quantifying steatosis. Since reproducibility is essential for practical use, we have evaluated different analysis methods in terms of their agreement with stereological point counting (SPC) performed by a hepatologist. METHODS The evaluation was based on a large and representative data set of 970 histological images from human patients with different liver diseases. Three of the evaluated methods were built on previously published approaches. One method incorporated a new approach to improve the robustness to image variability. RESULTS The new method showed the strongest agreement with the expert. At 20× resolution, it reproduced steatosis area fractions with a mean absolute error of 0.011 for absent or mild steatosis and 0.036 for moderate or severe steatosis. At 10× resolution, it was more accurate than and twice as fast as all other methods at 20× resolution. When compared with SPC performed by two additional human observers, its error was substantially lower than one and only slightly above the other observer. CONCLUSIONS The results suggest that the new method can be a suitable automated replacement for SPC. Before further improvements can be verified, it is necessary to thoroughly assess the variability of SPC between human observers.
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Affiliation(s)
- André Homeyer
- Fraunhofer MEVIS, Am Fallturm 1, 28359, Bremen, Germany.
| | - Patrik Nasr
- Department of Medical and Health Sciences, Linköping University, 581 83, Linköping, Sweden
| | | | - Stergios Kechagias
- Department of Medical and Health Sciences, Linköping University, 581 83, Linköping, Sweden
| | - Peter Lundberg
- Department of Medical and Health Sciences, Linköping University, 581 83, Linköping, Sweden.,Department of Radiation Physics, Linköping University, 581 83, Linköping, Sweden
| | - Mattias Ekstedt
- Department of Medical and Health Sciences, Linköping University, 581 83, Linköping, Sweden
| | - Henning Kost
- Fraunhofer MEVIS, Am Fallturm 1, 28359, Bremen, Germany
| | - Nick Weiss
- Fraunhofer MEVIS, Am Fallturm 1, 28359, Bremen, Germany
| | - Tim Palmer
- Institute of Cancer and Pathology, University of Leeds, Beckett Street, Leeds, LS9 7TF, UK
| | | | - Darren Treanor
- Center for Medical Image Science and Visualization, Linköping University, 581 83, Linköping, Sweden.,Institute of Cancer and Pathology, University of Leeds, Beckett Street, Leeds, LS9 7TF, UK.,Leeds Teaching Hospitals NHS Trust, Beckett Street, Leeds, LS9 7TF, UK
| | - Claes Lundström
- Center for Medical Image Science and Visualization, Linköping University, 581 83, Linköping, Sweden
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Barbois S, Arvieux C, Leroy V, Reche F, Stürm N, Borel AL. Benefit–risk of intraoperative liver biopsy during bariatric surgery: review and perspectives. Surg Obes Relat Dis 2017; 13:1780-1786. [PMID: 28935200 DOI: 10.1016/j.soard.2017.07.032] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2017] [Revised: 07/24/2017] [Accepted: 07/28/2017] [Indexed: 02/06/2023]
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Khorsandi SE, Giorgakis E, Vilca-Melendez H, O’Grady J, Heneghan M, Aluvihare V, Suddle A, Agarwal K, Menon K, Prachalias A, Srinivasan P, Rela M, Jassem W, Heaton N. Developing a donation after cardiac death risk index for adult and pediatric liver transplantation. World J Transplant 2017; 7:203-212. [PMID: 28698837 PMCID: PMC5487310 DOI: 10.5500/wjt.v7.i3.203] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2016] [Revised: 01/21/2017] [Accepted: 03/13/2017] [Indexed: 02/05/2023] Open
Abstract
AIM To identify objective predictive factors for donor after cardiac death (DCD) graft loss and using those factors, develop a donor recipient stratification risk predictive model that could be used to calculate a DCD risk index (DCD-RI) to help in prospective decision making on organ use.
METHODS The model included objective data from a single institute DCD database (2005-2013, n = 261). Univariate survival analysis was followed by adjusted Cox-regressional hazard model. Covariates selected via univariate regression were added to the model via forward selection, significance level P = 0.3. The warm ischemic threshold was clinically set at 30 min. Points were given to each predictor in proportion to their hazard ratio. Using this model, the DCD-RI was calculated. The cohort was stratified to predict graft loss risk and respective graft survival calculated.
RESULTS DCD graft survival predictors were primary indication for transplant (P = 0.066), retransplantation (P = 0.176), MELD > 25 (P = 0.05), cold ischemia > 10 h (P = 0.292) and donor hepatectomy time > 60 min (P = 0.028). According to the calculated DCD-RI score three risk classes could be defined of low (DCD-RI < 1), standard (DCD-RI 2-4) and high risk (DCD-RI > 5) with a 5 years graft survival of 86%, 78% and 34%, respectively.
CONCLUSION The DCD-RI score independently predicted graft loss (P < 0.001) and the DCD-RI class predicted graft survival (P < 0.001).
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Abstract
Mortality rates on the liver transplant waiting list are increasing. The shortage of organs has resulted in higher utilization of extended criteria donors (ECDs), with centers pushing the limits of what is acceptable for transplantation. Donor quality is more appropriately represented as a continuum of risk, and careful selection and matching of ECD grafts with recipients may lead to excellent outcomes. Although there is no precise definition for what constitutes an ECD liver, this review focuses on frequently cited characteristics, including donor age, steatosis, donation after cardiac death, and donors with increased risk of disease transmission.
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Affiliation(s)
- Irine Vodkin
- Division of Gastroenterology and Hepatology, University of California, San Diego, 200 West Arbor Drive M/C 8413, San Diego, CA, USA.
| | - Alexander Kuo
- Division of Gastroenterology and Hepatology, University of California, San Diego, 200 West Arbor Drive M/C 8413, San Diego, CA, USA
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Liver steatosis in pre-transplant liver biopsies can be quantified rapidly and accurately by nuclear magnetic resonance analysis. Virchows Arch 2016; 470:197-204. [DOI: 10.1007/s00428-016-2047-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2016] [Revised: 10/12/2016] [Accepted: 11/18/2016] [Indexed: 01/26/2023]
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76
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Nemes B, Gámán G, Polak WG, Gelley F, Hara T, Ono S, Baimakhanov Z, Piros L, Eguchi S. Extended criteria donors in liver transplantation Part I: reviewing the impact of determining factors. Expert Rev Gastroenterol Hepatol 2016; 10:827-39. [PMID: 26838962 DOI: 10.1586/17474124.2016.1149061] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The definition and factors of extended criteria donors have already been set; however, details of the various opinions still differ in many respects. In this review, we summarize the impact of these factors and their clinical relevance. Elderly livers must not be allocated for hepatitis C virus (HCV) positives, or patients with acute liver failure. In cases of markedly increased serum transaminases, donor hemodynamics is an essential consideration. A prolonged hypotension of the donor does not always lead to an increase in post-transplantation graft loss if post-OLT care is proper. Hypernatremia of less than 160 mEq/L is not an absolute contraindication to accept a liver graft per se. The presence of steatosis is an independent and determinant risk factor for the outcome. The gold standard of the diagnosis is the biopsy. This is recommended in all doubtful cases. The use of HCV+ grafts for HCV+ recipients is comparable in outcome. The leading risk factor for HCV recurrence is the actual RNA positivity of the donor. The presence of a proper anti-HBs level seems to protect from de novo HBV infection. A favourable outcome can be expected if a donation after cardiac death liver is transplanted in a favourable condition, meaning, a warm ischemia time < 30 minutes, cold ischemia time < 8-10 hours, and donor age 50-60 years. The pathway of organ quality assessment is to obtain the most relevant information (e.g. biopsy), consider the co-existing donor risk factors and the reserve capacity of the recipient, and avoid further technical issues.
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Affiliation(s)
- Balázs Nemes
- a Department of Organ Transplantation, Faculty of Medicine , Institute of Surgery, University of Debrecen , Debrecen , Hungary
| | - György Gámán
- b Clinic of Transplantation and Surgery , Semmelweis University , Budapest , Hungary
| | - Wojciech G Polak
- c Department of Surgery, Division of Hepatopancreatobiliary and Transplant Surgery, Erasmus MC , University Medical Center Rotterdam , Rotterdam , The Netherlands
| | - Fanni Gelley
- d Department of Internal medicine and Gastroenterology , Polyclinic of Hospitallers Brothers of St. John of God , Budapest , Hungary
| | - Takanobu Hara
- e Department of Surgery , Nagasaki University Graduate School of Biomedical Sciences , Nagasaki , Japan
| | - Shinichiro Ono
- e Department of Surgery , Nagasaki University Graduate School of Biomedical Sciences , Nagasaki , Japan
| | - Zhassulan Baimakhanov
- e Department of Surgery , Nagasaki University Graduate School of Biomedical Sciences , Nagasaki , Japan
| | - Laszlo Piros
- b Clinic of Transplantation and Surgery , Semmelweis University , Budapest , Hungary
| | - Susumu Eguchi
- e Department of Surgery , Nagasaki University Graduate School of Biomedical Sciences , Nagasaki , Japan
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Maximising the use of freshly isolated human hepatocytes. J Pharmacol Toxicol Methods 2015; 78:85-92. [PMID: 26639314 DOI: 10.1016/j.vascn.2015.11.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2015] [Revised: 11/05/2015] [Accepted: 11/25/2015] [Indexed: 11/20/2022]
Abstract
INTRODUCTION Freshly isolated human hepatocytes are the best model for predicting adverse drug reactions. However, their preparation and use present the investigator with many variables that are beyond their control. These include operation continuity and timing, size and number of cut surfaces on liver tissue and the prior history of the patient. To exploit the potential of freshly isolated human hepatocytes a method is required to preserve the cells in their initial in vivo like state. This experimental pausing allows experiments to be prioritised at convenient times of the day. METHODS A novel approach for selecting viable human hepatocytes by functional attachment to a gelatin gel is described rather than relying on their physical characteristics. The cells are preserved as a monolayer on the semi-solid support at 10°C as single spherical entities. RESULTS The hepatocytes can be released into suspension, when required, by a temperature transition to 37°C for 20min. The cells can be used in suspension or as a monolayer. The length of preservation depends upon the source tissue. Hepatocytes from normal liver can be maintained for at least 4days and demonstrated to have the same level of CYP3A4 and the enzymes involved in glucuronidation and sulphation as freshly isolated cells. Cells from fatty liver, attached to gelatin, vary in their preservation time but it is at least 24h and so confluent monolayers, that survive at 37°C can be generated the following day. DISCUSSION The technique enables freshly isolated human hepatocytes to be used more effectively. They can be preserved in times of plenty so more experimentation is possible. Alternatively, with poorer fatty cells the initial attachment on gelatin enables confluent monolayers of lipid rich cells to be studied.
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78
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Controlled Attenuation Parameter and Liver Stiffness Measurements for Steatosis Assessment in the Liver Transplant of Brain Dead Donors. Transplantation 2015; 99:1619-24. [PMID: 25719261 DOI: 10.1097/tp.0000000000000652] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND One of the main selection criteria of the quality of a liver graft is the degree of steatosis, which will determine the success of the transplantation. The aim of this study was to evaluate the ability of FibroScan and its related methods Controlled Attenuation Parameter and Liver Stiffness to assess objectively steatosis and fibrosis in livers from brain-dead donors to be potentially used for transplantation. METHODS Over a period of 10 months, 23 consecutive brain dead donors screened for liver procurement underwent a FibroScan and a liver biopsy. RESULTS The different predictive models of liver retrievability using liver biopsy as the gold standard have led to the following area under receiver operating characteristic curve: 76.6% (95% confidence intervals [95% CIs], 48.2%-100%) when based solely on controlled attenuation parameter, 75.0% (95% CIs, 34.3%-100%) when based solely on liver stiffness, and 96.7% (95% CIs, 88.7%-100%) when based on combined indices. CONCLUSIONS Our study suggests that a preoperative selection of brain-dead donors based on a combination of both Controlled Attenuation Parameter and Liver Stiffness obtained with FibroScan could result in a good preoperative prediction of the histological status and degree of steatosis of a potential liver graft.
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79
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Piao D, Sultana N, Holyoak GR, Ritchey JW, Wall CR, Murray JK, Bartels KE. In vivo assessment of diet-induced rat hepatic steatosis development by percutaneous single-fiber spectroscopy detects scattering spectral changes due to fatty infiltration. JOURNAL OF BIOMEDICAL OPTICS 2015; 20:117002. [PMID: 26538183 DOI: 10.1117/1.jbo.20.11.117002] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2015] [Accepted: 10/09/2015] [Indexed: 06/05/2023]
Abstract
This study explores percutaneous single-fiber spectroscopy (SfS) of rat livers undergoing fatty infiltration. Eight test rats were fed a methionine-choline-deficient (MCD) diet, and four control rats were fed a normal diet. Two test rats and one control rat were euthanized on days 12, 28, 49, and 77 following initiation of the diet, after percutaneous SfS of the liver under transabdominal ultrasound guidance. Histology of each set of the two euthanized test rats showed mild and mild hepatic lipid accumulations on day 12, moderate and severe on day 28, severe and mild on day 49, and moderate and mild on day 77. Livers with moderate or higher lipid accumulation generally presented higher spectral reflectance intensity when compared to lean livers. Livers of the eight test rats on day 12, two of which had mild lipid accumulation, revealed an average scattering power of 0.37±0.14 in comparison to 0.07±0.14 for the four control rats (p<0.01 ). When livers of the test rats with various levels of fatty infiltration were combined, the average scattering power was 0.36±0.15 0.36±0.15 in comparison to 0.14±0.24 of the control rats (0.05<p<0.1). Increasing lipid accumulation in concentration and size seemed to cause an increase of the scattering power prior to increasing total spectral reflectance.
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Affiliation(s)
- Daqing Piao
- Oklahoma State University, School of Electrical and Computer Engineering, 202 Engineering South, Stillwater, Oklahoma 74078, United States
| | - Nigar Sultana
- Oklahoma State University, Graduate Program on Interdisciplinary Sciences, Stillwater, Oklahoma 74078, United States
| | - G Reed Holyoak
- Oklahoma State University, Center for Veterinary Health Sciences, Department of Veterinary Clinical Sciences, 002 VTH, Stillwater, Oklahoma 74078, United States
| | - Jerry W Ritchey
- Oklahoma State University, Center for Veterinary Health Sciences, Department of Veterinary Pathobiology, 250 McElroy Hall, Stillwater, Oklahoma 74078, United States
| | - Corey R Wall
- Oklahoma State University, Center for Veterinary Health Sciences, Department of Veterinary Clinical Sciences, 002 VTH, Stillwater, Oklahoma 74078, United States
| | - Jill K Murray
- Oklahoma State University, Center for Veterinary Health Sciences, Department of Veterinary Clinical Sciences, 002 VTH, Stillwater, Oklahoma 74078, United States
| | - Kenneth E Bartels
- Oklahoma State University, Center for Veterinary Health Sciences, Department of Veterinary Clinical Sciences, 002 VTH, Stillwater, Oklahoma 74078, United States
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Westerkamp AC, Pully VV, Karimian G, Bomfati F, Veldhuis ZJ, Wiersema-Buist J, Hendriks BHW, Lisman T, Porte RJ. Diffuse reflectance spectroscopy accurately quantifies various degrees of liver steatosis in murine models of fatty liver disease. J Transl Med 2015; 13:309. [PMID: 26388419 PMCID: PMC4576404 DOI: 10.1186/s12967-015-0671-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2015] [Accepted: 09/11/2015] [Indexed: 01/17/2023] Open
Abstract
Background A real-time objective evaluation for the extent of liver
steatosis during liver transplantation is currently not available. Diffuse reflectance spectroscopy (DRS) rapidly and accurately assesses the extent of steatosis in human livers with mild steatosis. However, it is yet unknown whether DRS accurately quantifies moderate/severe steatosis and is able to distinguish between micro- and macrovesicular steatosis. Methods C57BL/6JolaHsd mice were fed wit a choline-deficient l-amino acid-defined diet (CD-AA) or a choline-sufficient l-amino acid-defined control diet (CS-AA) for 3, 8, and 20 weeks. In addition B6.V-Lepob/OlaHsd (ob/ob) mice and their lean controls were studied. A total of 104 DRS measurements were performed in liver tissue ex vivo. The degree of steatosis was quantified from the DRS data and compared with histopathological analysis. Results When assessed by histology, livers of mice fed with a CD-AA and CS-AA diet displayed macrovesicular steatosis (range 0–74 %), ob/ob mice revealed only microvesicular steatosis (range 75–80 %), and their lean controls showed no steatosis. The quantification of steatosis by DRS correlated well with pathology (correlation of 0.76 in CD-AA/CS-AA fed mice and a correlation of 0.75 in ob/ob mice). DRS spectra did not distinguish between micro- and macrovesicular steatosis. In samples from CD-AA/CS-AA fed mice, the DRS was able to distinguish between mild and moderate/severe steatosis with a sensitivity and specificity of 86 and 81 %, respectively. Conclusion DRS can quantify steatosis with good agreement to histopathological analysis. DRS may be useful for real-time objective evaluation of liver steatosis during liver transplantation, especially to differentiate between mild and moderate/severe steatosis.
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Affiliation(s)
- Andrie C Westerkamp
- Section of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, University of Groningen, University Medical Center Groningen, P.O. Box 30.001, 9700 RB, Groningen, The Netherlands. .,Surgical Research Laboratory, Department of Surgery, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
| | - Vishnu V Pully
- In-Body Systems Department, Philips Research, Eindhoven, The Netherlands.
| | - Golnar Karimian
- Section of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, University of Groningen, University Medical Center Groningen, P.O. Box 30.001, 9700 RB, Groningen, The Netherlands. .,Surgical Research Laboratory, Department of Surgery, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
| | - Fernanda Bomfati
- Section of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, University of Groningen, University Medical Center Groningen, P.O. Box 30.001, 9700 RB, Groningen, The Netherlands. .,Surgical Research Laboratory, Department of Surgery, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
| | - Zwanida J Veldhuis
- Surgical Research Laboratory, Department of Surgery, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
| | - Janneke Wiersema-Buist
- Surgical Research Laboratory, Department of Surgery, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
| | - Benno H W Hendriks
- In-Body Systems Department, Philips Research, Eindhoven, The Netherlands.
| | - Ton Lisman
- Section of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, University of Groningen, University Medical Center Groningen, P.O. Box 30.001, 9700 RB, Groningen, The Netherlands. .,Surgical Research Laboratory, Department of Surgery, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
| | - Robert J Porte
- Section of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, University of Groningen, University Medical Center Groningen, P.O. Box 30.001, 9700 RB, Groningen, The Netherlands.
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81
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Flechtenmacher C, Schirmacher P, Schemmer P. Donor liver histology--a valuable tool in graft selection. Langenbecks Arch Surg 2015; 400:551-557. [PMID: 25809015 DOI: 10.1007/s00423-015-1298-7] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2015] [Accepted: 03/13/2015] [Indexed: 02/07/2023]
Abstract
BACKGROUND Due to a tremendous organ shortage, livers from donors with extended criteria are increasingly considered for transplantation. Pathologists are more and more requested to evaluate these livers histopathologically using frozen sections at high urgency for acceptability. METHODS This article reviews the current knowledge on pre-transplant histology in liver transplantation. Prerequisites and conditions for proper pre-transplant evaluation of donor liver tissue are discussed as well as frozen section evaluation and reporting. Data sources include the relevant medical literature, web sites specialized in organ transplantation, and the authors' experiences in liver transplant centers. CONCLUSIONS Pre-transplant histopathological evaluation is a time-effective, accurate, and reliable tool to assess liver quality from candidate deceased donors. Pre-transplant biopsies are of value in the selection of donor livers for transplantation, especially in case of extended criteria donors, and should be performed more frequently in order to avoid unnecessary loss of organs suitable for transplantation and transplantation of inappropriate organs. Correlation of histopathological findings with clinical conditions is essential and requires excellent communication between pathologists, surgeons, and the other members of the transplant team.
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Affiliation(s)
- Christa Flechtenmacher
- Department of Pathology, University Hospital Heidelberg, Im Neuenheimer Feld 224, 69120, Heidelberg, Germany,
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82
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Parikh ND, Hutton D, Marrero W, Sanghani K, Xu Y, Lavieri M. Projections in donor organs available for liver transplantation in the United States: 2014-2025. Liver Transpl 2015; 21:855-63. [PMID: 25845830 DOI: 10.1002/lt.24136] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2014] [Revised: 02/26/2015] [Accepted: 03/22/2015] [Indexed: 12/19/2022]
Abstract
With the aging US population, demographic shifts, and obesity epidemic, there is potential for further exacerbation of the current liver donor shortage. We aimed to project the availability of liver grafts in the United States. We performed a secondary analysis of the Organ Procurement and Transplantation Network database of all adult donors from 2000 to 2012 and calculated the total number of donors available and transplanted donor livers stratified by age, race, and body mass index (BMI) group per year. We used National Health and Nutrition Examination Survey and Centers for Disease Control and Prevention historical data to stratify the general population by age, sex, race, and BMI. We then used US population age and race projections provided by the US Census Bureau and the Weldon Cooper Center for Public Service and made national and regional projections of available donors and donor liver utilization from 2014 to 2025. We performed sensitivity analyses and varied the rate of the rise in obesity, proportion of Hispanics, population growth, liver utilization rate, and donation after cardiac death (DCD) utilization. The projected adult population growth in the United States from 2014 to 2025 will be 7.1%. However, we project that there will be a 6.1% increase in the number of used liver grafts. There is marked regional heterogeneity in liver donor growth. Projections were significantly affected by changes in BMI, DCD utilization, and liver utilization rates but not by changes in the Hispanic proportion of the US population or changes in the overall population growth. Overall population growth will outpace the growth of available donor organs and thus potentially exacerbate the existing liver graft shortage. The projected growth in organs is highly heterogeneous across different United Network for Organ Sharing regions. Focused strategies to increase the liver donor pool are warranted.
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Affiliation(s)
- Neehar D Parikh
- Division of Gastroenterology, University of Michigan, Ann Arbor, MI
| | - David Hutton
- School of Public Health, University of Michigan Ann Arbor, MI
| | - Wesley Marrero
- Industrial and Operational Engineering, University of Michigan, Ann Arbor, MI
| | - Kunal Sanghani
- Industrial and Operational Engineering, University of Michigan, Ann Arbor, MI
| | - Yongcai Xu
- Industrial and Operational Engineering, University of Michigan, Ann Arbor, MI
| | - Mariel Lavieri
- Industrial and Operational Engineering, University of Michigan, Ann Arbor, MI
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Zarrinpar A, Lee C, Noguchi E, Yersiz H, Agopian VG, Kaldas FM, Farmer DG, Busuttil RW. A rapid, reproducible, noninvasive predictor of liver graft survival. J Surg Res 2015; 197:183-90. [PMID: 25940156 DOI: 10.1016/j.jss.2015.03.093] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2015] [Revised: 03/03/2015] [Accepted: 03/27/2015] [Indexed: 12/13/2022]
Abstract
BACKGROUND Clinical and laboratory criteria are not reliable predictors of deceased donor liver graft quality. Intraoperative assessment of experienced surgeons is the gold standard. Standardizing and quantifying this assessment is especially needed now that regional sharing is the rule. We prospectively evaluated a novel, simple, rapid, noninvasive, quantitative measure of liver function performed before graft procurement. MATERIALS AND METHODS Using a portable, finger-probe-based device, indocyanine green plasma disappearance rates (ICG-PDR) were measured in adult brain-dead donors in the local donor service area before organ procurement. Results were compared with graft function and outcomes. Both donor and recipient teams were blinded to ICG-PDR measurements. RESULTS Measurements were performed on 53 consecutive donors. Eleven liver grafts were declined by all centers because of quality; the other 42 grafts were transplanted. Logistic regression analysis showed ICG-PDR to be the only donor variable to be significantly associated with 7-d graft survival. Donor risk index, donor age, and transaminase levels at peak or procurement were not significantly associated with 7-d graft survival. CONCLUSIONS We report the successful use of a portable quantitative means of measuring liver function and its association with graft survival. These data warrant further exploration in a variety of settings to evaluate acceptable values for donated liver grafts.
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Affiliation(s)
- Ali Zarrinpar
- Dumont-UCLA Transplant Center, Division of Liver and Pancreas Transplantation, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California.
| | - Coney Lee
- Dumont-UCLA Transplant Center, Division of Liver and Pancreas Transplantation, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Emily Noguchi
- Dumont-UCLA Transplant Center, Division of Liver and Pancreas Transplantation, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Hasan Yersiz
- Dumont-UCLA Transplant Center, Division of Liver and Pancreas Transplantation, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Vatche G Agopian
- Dumont-UCLA Transplant Center, Division of Liver and Pancreas Transplantation, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Fady M Kaldas
- Dumont-UCLA Transplant Center, Division of Liver and Pancreas Transplantation, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Douglas G Farmer
- Dumont-UCLA Transplant Center, Division of Liver and Pancreas Transplantation, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Ronald W Busuttil
- Dumont-UCLA Transplant Center, Division of Liver and Pancreas Transplantation, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California
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84
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Hołówko W, Mazurkiewicz M, Grąt M, Koperski L, Lewandowski Z, Smoter P, Ziarkiewicz-Wróblewska B, Górnicka B, Zborowska H, Krawczyk M. Reliability of frozen section in the assessment of allograft steatosis in liver transplantation. Transplant Proc 2014; 46:2755-2757. [PMID: 25380910 DOI: 10.1016/j.transproceed.2014.09.102] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND Because liver allograft steatosis is an important risk factor of graft dysfunction after liver transplantation, it must be taken into consideration during graft acceptance. The aim of this study was to evaluate the reliability of frozen section in the assessment of liver steatosis before transplantation. METHODS The retrospective analysis was based on data of 112 liver allograft procurements performed between 2003 and 2012. Hepatic steatosis was assessed in frozen and routine sections. Sensitivity, specificity, and positive and negative predictive values of the frozen section were evaluated with respect to detection of >30% and >50% steatosis. RESULTS According to routine section assessment, there were 32 (28.6%) cases of steatosis >30% and 16 (14.3%) of >50%. The results of frozen section assessment were underestimated and overestimated in a similar low number of cases, both for the >30% (0.0% and 0.9%, respectively, P < 1.000) and the >50% (4.5% and 0.9%, respectively, P = .221) cutoff. Sensitivity, specificity, positive and negative predictive values of frozen section assessment were 100.0%, 98.8%, 97.0%, and 100.0%, respectively, for detection of >30% steatosis, and 68.8%, 99.0%, 91.7%, and 95.0%, respectively, for >50% steatosis. CONCLUSIONS Considering high positive predictive value of frozen section assessment in detection of >50% steatosis, it may serve as a base to discard the use of graft for transplantation. However, according to the relatively moderate sensitivity of this method, decision of graft acceptance must also be made on consideration of other well-known factors for poor posttransplant function.
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Affiliation(s)
- W Hołówko
- Department of General, Transplant, and Liver Surgery, Medical University of Warsaw, Warsaw, Poland.
| | - M Mazurkiewicz
- Department of Pathological Anatomy, Medical University of Warsaw, Warsaw, Poland
| | - M Grąt
- Department of General, Transplant, and Liver Surgery, Medical University of Warsaw, Warsaw, Poland
| | - L Koperski
- Department of Pathological Anatomy, Medical University of Warsaw, Warsaw, Poland
| | - Z Lewandowski
- Department of Epidemiology, Medical University of Warsaw, Warsaw, Poland
| | - P Smoter
- Department of General, Transplant, and Liver Surgery, Medical University of Warsaw, Warsaw, Poland
| | | | - B Górnicka
- Department of Pathological Anatomy, Medical University of Warsaw, Warsaw, Poland
| | - H Zborowska
- Department of Laboratory Diagnostics, Medical University of Warsaw, Warsaw, Poland
| | - M Krawczyk
- Department of General, Transplant, and Liver Surgery, Medical University of Warsaw, Warsaw, Poland
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Neil DAH, Roberts ISD, Bellamy COC, Wigmore SJ, Neuberger JM. Improved access to histopathology using a digital system could increase the organ donor pool and improve allocation. Transpl Int 2014; 27:759-764. [PMID: 24629110 DOI: 10.1111/tri.12320] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2013] [Revised: 01/13/2014] [Accepted: 03/11/2014] [Indexed: 11/30/2022]
Abstract
Improvements in digital slide scanners have reached a stage that digital whole slide images (WSIs) can be used for diagnostic purposes. A digital system for histopathology, analogous to the systems used in radiology, would allow the establishment of networks of subspecialist histopathologists to provide a regional, national or even international rota to support out of hours histopathology for emergency frozen sections, urgent paraffin sections and to generally improve efficiencies with the provision of histopathology services. Such a system would promote appropriate organ utilization by allowing rapid characterization of unexpected lesions in the donor to determine whether donation should occur and further characterization of the organ, such as the degree of fibrosis in the kidney or steatosis in the liver, to determine whether the organ should be used. If introduced across Europe, this would promote safe and effective exchange of organs and support a cost efficient use of pathologist expertise. This review article outlines current issues with the provision of an urgent out of hours histopathology service and focuses on how such a service has the potential to increase organ donors, improve allocation, sharing and the use of available donor organs.
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Affiliation(s)
- Desley A H Neil
- Department of Histopathology, Queen Elizabeth Hospital Birmingham, Birmingham, UK
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86
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Nativ NI, Chen AI, Yarmush G, Henry SD, Lefkowitch JH, Klein KM, Maguire TJ, Schloss R, Guarrera JV, Berthiaume F, Yarmush ML. Automated image analysis method for detecting and quantifying macrovesicular steatosis in hematoxylin and eosin-stained histology images of human livers. Liver Transpl 2014; 20:228-36. [PMID: 24339411 PMCID: PMC3923430 DOI: 10.1002/lt.23782] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2013] [Accepted: 10/21/2013] [Indexed: 12/05/2022]
Abstract
Large-droplet macrovesicular steatosis (ld-MaS) in more than 30% of liver graft hepatocytes is a major risk factor for liver transplantation. An accurate assessment of the ld-MaS percentage is crucial for determining liver graft transplantability, which is currently based on pathologists' evaluations of hematoxylin and eosin (H&E)-stained liver histology specimens, with the predominant criteria being the relative size of the lipid droplets (LDs) and their propensity to displace a hepatocyte's nucleus to the cell periphery. Automated image analysis systems aimed at objectively and reproducibly quantifying ld-MaS do not accurately differentiate large LDs from small-droplet macrovesicular steatosis and do not take into account LD-mediated nuclear displacement; this leads to a poor correlation with pathologists' assessments. Here we present an improved image analysis method that incorporates nuclear displacement as a key image feature for segmenting and classifying ld-MaS from H&E-stained liver histology slides. 52,000 LDs in 54 digital images from 9 patients were analyzed, and the performance of the proposed method was compared against the performance of current image analysis methods and the ld-MaS percentage evaluations of 2 trained pathologists from different centers. We show that combining nuclear displacement and LD size information significantly improves the separation between large and small macrovesicular LDs (specificity = 93.7%, sensitivity = 99.3%) and the correlation with pathologists' ld-MaS percentage assessments (linear regression coefficient of determination = 0.97). This performance vastly exceeds that of other automated image analyzers, which typically underestimate or overestimate pathologists' ld-MaS scores. This work demonstrates the potential of automated ld-MaS analysis in monitoring the steatotic state of livers. The image analysis principles demonstrated here may help to standardize ld-MaS scores among centers and ultimately help in the process of determining liver graft transplantability.
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Affiliation(s)
- Nir I. Nativ
- Department of Biomedical Engineering, Rutgers University, Piscataway, NJ
| | - Alvin I. Chen
- Department of Biomedical Engineering, Rutgers University, Piscataway, NJ
| | - Gabriel Yarmush
- Department of Biomedical Engineering, Rutgers University, Piscataway, NJ
| | - Scot D. Henry
- Center for Liver Disease and Transplantation, Department of Surgery, Columbia University Medical Center, New York, NY
| | - Jay H. Lefkowitch
- Department of Pathology, College of Physicians and Surgeons of Columbia University, New York, NY
| | - Kenneth M. Klein
- Department of Pathology & Laboratory Medicine, UMDNJ-New Jersey Medical School, Newark, NJ
| | - Timothy J. Maguire
- Department of Biomedical Engineering, Rutgers University, Piscataway, NJ
| | - Rene Schloss
- Department of Biomedical Engineering, Rutgers University, Piscataway, NJ
| | - James V. Guarrera
- Center for Liver Disease and Transplantation, Department of Surgery, Columbia University Medical Center, New York, NY
| | | | - Martin L. Yarmush
- Department of Biomedical Engineering, Rutgers University, Piscataway, NJ,Center for Engineering in Medicine/Surgical Services, Massachusetts General Hospital, Boston, MA
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87
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Affiliation(s)
- James Neuberger
- Organ Donation and Transplant, NHS Blood and Transplant, Fox Den Road, Bristol BS34 8RR, UK.
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88
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Brunt EM. Surgical assessment of significant steatosis in donor livers: the beginning of the end for frozen-section analysis? Liver Transpl 2013; 19:360-1. [PMID: 23447099 DOI: 10.1002/lt.23609] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2013] [Accepted: 01/12/2013] [Indexed: 12/14/2022]
Affiliation(s)
- Elizabeth M. Brunt
- Department of Pathology and Immunology; Washington University School of Medicine; St. Louis; MO
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