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Balakrishnan K, Olson S, Simon G, Pruinelli L. Machine learning for post-liver transplant survival: Bridging the gap for long-term outcomes through temporal variation features. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2024; 257:108442. [PMID: 39368442 DOI: 10.1016/j.cmpb.2024.108442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 09/16/2024] [Accepted: 09/24/2024] [Indexed: 10/07/2024]
Abstract
BACKGROUND The long-term survival of liver transplant (LT) recipients is essential for optimizing organ allocation and estimating mortality outcomes. While models like the Model-for-End-Stage-Liver-Disease (MELD) predict 90-day mortality on the waiting list, they do not predict post-LT survival accurately. There is a need for predictive models that can forecast post-LT survival beyond the immediate period after transplantation. METHOD This study introduces new temporal variation features for predicting post-LT survival during the waiting list period. Cox Proportional-Hazards regression (CoxPH), Random Survival Forest (RSF), and Extreme Gradient Boosting (XGB) models are utilized, along with patient demographics and waiting list duration. Data from 716 LT patients from the University of Minnesota CTSI (2011-2021) are used to develop, evaluate, and compare post-LT survival prediction models. RESULTS The temporal variation features, particularly when combined with the RSF model, proved most effective in predicting post-LT survival, with a C-index of 0.71 and an IBS of 0.151. This outperformed the predictive capability of the most recent MELD score, which had a C-index of <0.51 in the same cohort. CONCLUSIONS Incorporating temporal variation features with the RSF model enhances long-term post-LT survival predictions. These insights can assist clinicians and patients in making more informed decisions about organ allocation and understanding the utility of LT, ultimately leading to improved patient outcomes.
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Affiliation(s)
- Kiruthika Balakrishnan
- Department of Family, Community and Health Systems Science, University of Florida, Gainesville, FL, USA
| | - Sawyer Olson
- School of Statistics, University of Minnesota, MN, USA
| | - Gyorgy Simon
- Institute for Health Informatics, University of Minnesota, Minneapolis, MN, USA
| | - Lisiane Pruinelli
- Department of Family, Community and Health Systems Science, University of Florida, Gainesville, FL, USA; Department of Surgery, University of Florida, Gainesville, FL, USA.
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Eggenhofer E, Proneth B. Ferroptosis Inhibition: A Key Opportunity for the Treatment of Ischemia/Reperfusion Injury in Liver Transplantation. Transplantation 2024:00007890-990000000-00874. [PMID: 39294870 DOI: 10.1097/tp.0000000000005199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/21/2024]
Abstract
The outcome after liver transplantation has improved in recent years, which can be attributed to superior storage and transportation conditions of the organs, as well as better peri- and postoperative management and advancements in surgical techniques. Nevertheless, there is an increasing discrepancy between the need for organs and their availability. Consequently, the mortality rate on the waiting list is high and continues to rise. One way of counteracting this trend is to increase the use of "expanded criteria donors." This means that more and more donors will be included, especially those who are older and having additional comorbidities (eg, steatosis). A major complication of any transplantation is the occurrence of ischemia/reperfusion injury (IRI), which often leads to liver dysfunction and failure. However, there have been various promising approaches to minimize IRI in recent years, but an effective and clinically applicable method to achieve a better outcome for patients after liver transplantation is still missing. Thereby, the so-called marginal organs are predominantly affected by IRI; thus, it is crucial to develop suitable and effective treatment options for patients. Recently, regulated cell death mechanisms, particularly ferroptosis, have been implicated to play a major role in IRI, including the liver. Therefore, inhibiting this kind of cell death modality presents a promising therapeutic approach for the management of this yet untreatable condition. Thus, this review provides an overview of the role of ferroptosis in liver IRI and transplantation and discusses possible therapeutic solutions based on ferroptosis inhibition to restrain IRI in marginal organs (especially steatosis and donation after circulatory death organs).
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Affiliation(s)
- Elke Eggenhofer
- Department of Surgery, University Hospital Regensburg, Regensburg, Germany
| | - Bettina Proneth
- Institute of Metabolism and Cell Death, Helmholtz Munich, Neuherberg, Germany
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3
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Maeda A, Starkey G, Spano S, Chaba A, Eastwood G, Yoshino O, Perini MV, Fink M, Bellomo R, Jones R. Perfusate hemoglobin during normothermic liver machine perfusion as biomarker of early allograft dysfunction: A pilot study. Artif Organs 2024. [PMID: 39291684 DOI: 10.1111/aor.14862] [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: 06/14/2024] [Revised: 08/01/2024] [Accepted: 08/30/2024] [Indexed: 09/19/2024]
Abstract
BACKGROUND Normothermic machine perfusion (NMP) aims to reduce ischemia-reperfusion injury in donor livers and its clinical manifestation, early allograft dysfunction (EAD) by maintaining perfusion and oxygenation. However, there is limited data on which NMP perfusate biomarkers might be associated with such EAD and the role of perfusate hemoglobin has not been assessed. METHODS We performed a pilot retrospective analysis of adult donor livers undergoing NMP between 2020 and 2022 at our center. NMP was commenced at the recipient hospital after initial static cold storage. All NMP circuits were primed in the same manner according to the manufacturer's instructions. Livers were stratified by initial perfusate hemoglobin below (≤5.2 mmol/L) or above (>5.2 mmol/L) the median. The association between hemoglobin levels and EAD or recipient peak transaminase levels was assessed. RESULTS Among 23 livers, eight were considered unsuitable for transplantation, leaving 15 livers for assessment. Higher initial hemoglobin was associated with a lower risk of EAD (0% vs. 55.6%, p = 0.04). Perfusate hemoglobin decreased after NMP initiation (p = 0.003) and negatively correlated with recipient peak transaminase levels (ALT: ρ = -0.72, p = 0.002; AST: ρ = -0.79, p < 0.001). Consistently, higher hemoglobin livers also demonstrated lower perfusate liver enzymes. CONCLUSIONS Perfusate hemoglobin levels decreased during NMP, and lower perfusate hemoglobin levels were associated with a higher incidence of EAD and higher levels of liver injury markers. Maintaining higher hemoglobin levels during NMP may help reduce ischemia-reperfusion injury and prevent or attenuate EAD. Larger prospective studies are needed to validate the findings of this pilot study.
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Affiliation(s)
- Akinori Maeda
- Department of Intensive Care, Austin Hospital, Melbourne, Victoria, Australia
- Department of Emergency and Critical Care Medicine, The University of Tokyo, Tokyo, Japan
| | - Graham Starkey
- Victorian Liver Transplant Unit, Austin Hospital, Melbourne, Victoria, Australia
- Department of Surgery, Austin Hospital, The University of Melbourne, Melbourne, Victoria, Australia
- Australian Centre for Transplantation Excellence and Research, Austin Hosptial, Melbourne, Victoria, Australia
| | - Sofia Spano
- Department of Intensive Care, Austin Hospital, Melbourne, Victoria, Australia
| | - Anis Chaba
- Department of Intensive Care, Austin Hospital, Melbourne, Victoria, Australia
| | - Glenn Eastwood
- Department of Intensive Care, Austin Hospital, Melbourne, Victoria, Australia
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, Victoria, Australia
| | - Osamu Yoshino
- Victorian Liver Transplant Unit, Austin Hospital, Melbourne, Victoria, Australia
- Department of Surgery, Austin Hospital, The University of Melbourne, Melbourne, Victoria, Australia
- Australian Centre for Transplantation Excellence and Research, Austin Hosptial, Melbourne, Victoria, Australia
| | - Marcos Vinicius Perini
- Victorian Liver Transplant Unit, Austin Hospital, Melbourne, Victoria, Australia
- Department of Surgery, Austin Hospital, The University of Melbourne, Melbourne, Victoria, Australia
- Australian Centre for Transplantation Excellence and Research, Austin Hosptial, Melbourne, Victoria, Australia
| | - Michael Fink
- Victorian Liver Transplant Unit, Austin Hospital, Melbourne, Victoria, Australia
- Department of Surgery, Austin Hospital, The University of Melbourne, Melbourne, Victoria, Australia
- Australian Centre for Transplantation Excellence and Research, Austin Hosptial, Melbourne, Victoria, Australia
| | - Rinaldo Bellomo
- Department of Intensive Care, Austin Hospital, Melbourne, Victoria, Australia
- Australian Centre for Transplantation Excellence and Research, Austin Hosptial, Melbourne, Victoria, Australia
- Data Analytics Research and Evaluation Centre, Austin Hospital, Melbourne, Victoria, Australia
| | - Robert Jones
- Victorian Liver Transplant Unit, Austin Hospital, Melbourne, Victoria, Australia
- Department of Surgery, Austin Hospital, The University of Melbourne, Melbourne, Victoria, Australia
- Australian Centre for Transplantation Excellence and Research, Austin Hosptial, Melbourne, Victoria, Australia
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4
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Jo HS, Kim DS, Cho JY, Hwang S, Choi Y, Kim JM, Lee JG, You YK, Choi D, Ryu JH, Kim BW, Nah YW, Ju MK, Kim TS, Suh SW. Comparison of Clinical Outcomes Using Left and Right Liver Grafts in Adult-to-adult Living-donor Liver Transplantation: A Retrospective Cohort Study Using the Korean Organ Transplantation Registry. Transplantation 2024:00007890-990000000-00866. [PMID: 39250324 DOI: 10.1097/tp.0000000000005200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/11/2024]
Abstract
BACKGROUND Living-donor liver transplantation has been widely performed as an alternative to the scarce liver grafts from deceased donors. More studies are reporting favorable outcomes of left liver graft (LLG). This study compared the clinical outcomes between living-donor liver transplantation using LLG and right liver graft (RLG) with similar graft-to-recipient body weight ratios. METHODS This study analyzed 4601 patients from a multicenter observational cohort using the Korean Organ Transplantation Registry between 2014 and 2021. After matching the Model for End-stage Liver Disease score and graft-to-recipient body weight ratios because of the extremely different number in each group, the LLG and RLG groups comprised 142 (25.1%) and 423 (74.9%) patients, respectively. RESULTS For donors, the median age was higher in the LLG group than in the RLG group (34 y [range, 16-62 y] versus 30 y [16-66 y] ; P = 0.002). For recipients, the LLG group showed higher 90-d mortality than the RLG group (11 [7.7%] versus 9 [2.1%]; P = 0.004). The long-term graft survival was significantly worse in the LLG group (P = 0.011). In multivariate Cox proportional hazards regression analysis for graft survival, LLG was not a significant risk factor (hazard ratio, 1.01 [0.54-1.87]; P = 0.980). Otherwise, donor age (≥40 y; 2.18 y [1.35-3.52 y]; P = 0.001) and recipients' body mass index (<18.5 kg/m2; 2.98 kg/m2 [1.52-5.84 kg/m2]; P = 0.002) were independent risk factors for graft survival. CONCLUSIONS Although the short-term and long-term graft survival was worse in the LLG group, LLG was not an independent risk factor for graft survival in multivariate analysis. LLGs are still worth considering for selected donors and recipients regarding risk factors for graft survival.
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Affiliation(s)
- Hye-Sung Jo
- Division of HBP Surgery and Liver Transplantation, Department of Surgery, Korea University College of Medicine, Seoul, Republic of Korea
| | - Dong-Sik Kim
- Division of HBP Surgery and Liver Transplantation, Department of Surgery, Korea University College of Medicine, Seoul, Republic of Korea
| | - Jai Young Cho
- Department of Surgery, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam-si, Republic of Korea
| | - Shin Hwang
- Department of Surgery, College of Medicine University of Ulsan, Asan Medical Center, Seoul, Republic of Korea
| | - YoungRok Choi
- Department of Surgery, Seoul National University College of Medicine Seoul National University Hospital, Seoul, Republic of Korea
| | - Jong Man Kim
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jae Geun Lee
- Department of Surgery, The Research Institute for Transplantation, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Young Kyoung You
- Department of Surgery, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Donglak Choi
- Department of Surgery, Catholic University of Daegu, Daegu, Republic of Korea
| | - Je Ho Ryu
- Department of Surgery, Pusan National University Yangsan Hospital, Pusan National University School of Medicine, Yangsan, Republic of Korea
| | - Bong-Wan Kim
- Department of Hepato-Biliary-Pancreatic Surgery, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Yang Won Nah
- Department of Surgery, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Republic of Korea
| | - Man Ki Ju
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Tae-Seok Kim
- Department of Surgery, Dongsan Medical Center, Keimyung University School of Medicine, Daegu, Republic of Korea
| | - Suk-Won Suh
- Department of Surgery, College of Medicine, Chung-Ang University, Seoul, Republic of Korea
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Cywinski JB, Li Y, Liu X, Khanna S, Irefin S, Mousa A, Maheshwari K. Intraoperative hypotension during liver transplantation and postoperative outcomes: Retrospective cohort study. J Clin Anesth 2024; 96:111486. [PMID: 38728933 DOI: 10.1016/j.jclinane.2024.111486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 04/04/2024] [Accepted: 04/20/2024] [Indexed: 05/12/2024]
Abstract
STUDY OBJECTIVES Evaluation of the association between intraoperative hypotension (IOH) and important postoperative outcomes after liver transplant such as incidence and severity of acute kidney injury (AKI), MACE and early allograft dysfunction (EAD). DESIGN Retrospective, single institution study. SETTINGS Operating room. PATIENTS 1576 patients who underwent liver transplant in our institution between January 2005 and February 2022. MEASUREMENTS IOH was measured as the time, area under the threshold (AUT), or time-weighted average (TWA) of mean arterial pressure (MAP) less than certain thresholds (55,60 and 65 mmHg). Associations between IOH exposures and AKI severity were assessed via proportional odds models. The odds ratio from the proportional odds model estimated the relative odds of having higher stage of AKI for higher exposure to IOH. Associations between exposures and MACE and EAD were assessed through logistic regression models. Potential confounding variables including patient baseline and surgical characteristics were adjusted for all models. MAIN RESULTS The primary analysis included 1576 surgeries that met the inclusion and exclusion criteria. Of those, 1160 patients (74%) experienced AKI after liver transplant surgery, with 780 (49%), 248(16%), and 132 (8.4%) experiencing mild, moderate, and severe injury, respectively. No significant association between hypotension exposure and postoperative AKI (yes or no) nor severity of AKI was observed. The odds ratios (95% CI) of having more severe AKI were 1.02 (0.997, 1.04) for a 50-mmHg·min increase in AUT of MAP <55 mmHg (P = 0.092); 1.03 (0.98, 1.07) for a 15-min increase in time spent under MAP <55 mmHg (P = 0.27); and 1.24 (0.98, 1.57) for a 1 mmHg increase in TWA of MAP <55 mmHg (P = 0.068). The associations between IOH and the incidence of MACE or EAD were not significant. CONCLUSION Our results did not show the association between IOH and investigated outcomes.
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Affiliation(s)
- Jacek B Cywinski
- Department of Outcomes Research, Anesthesiology Institute, Cleveland Clinic, Cleveland, OH, USA; Department of General Anesthesiology, Anesthesiology Institute, Cleveland Clinic, Cleveland, OH, USA.
| | - Yufei Li
- Department of General Anesthesiology, Anesthesiology Institute, Cleveland Clinic, Cleveland, OH, USA; Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Xiaodan Liu
- Department of Outcomes Research, Anesthesiology Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Sandeep Khanna
- Department of General Anesthesiology, Anesthesiology Institute, Cleveland Clinic, Cleveland, OH, USA; Department of Cardiothoracic Anesthesiology, Anesthesiology Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Samuel Irefin
- Department of General Anesthesiology, Anesthesiology Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Ahmad Mousa
- Department of General Anesthesiology, Anesthesiology Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Kamal Maheshwari
- Department of Outcomes Research, Anesthesiology Institute, Cleveland Clinic, Cleveland, OH, USA
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Vogel T, Szardenings C, Becker F, Jordan S, Katou S, Morgul H, Flammang I, Houben P, Kneifel F, Pascher A. Viability assessment and transplantation of extended criteria donor liver grafts using normothermic machine perfusion. Surgery 2024; 176:934-941. [PMID: 38902125 DOI: 10.1016/j.surg.2024.05.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Revised: 04/26/2024] [Accepted: 05/15/2024] [Indexed: 06/22/2024]
Abstract
BACKGROUND The scarcity of available liver grafts necessitates the use of organs from extended criteria donors, a practice associated with an increased risk of graft failure. A notable percentage of deceased donor liver allografts are rejected due to subjective criteria. Normothermic machine perfusion holds promise for introducing objective parameters into this decision-making process. The aim of this study was to compare the outcomes of standard criteria and extended criteria donor allografts after liver transplantation, following viability assessment, using normothermic machine perfusion. METHODS Liver allografts preserved by normothermic machine perfusion before liver transplantation at the University Hospital of Münster were retrospectively analyzed. Organs were stratified according to the Eurotransplant Donor Risk Index. In total, 101 liver grafts were included in this study and divided into 2 groups: (1) standard criteria donors with a Donor Risk Index <1.8 (DRI-low) and (2) extended criteria donors with a Donor Risk Index ≥1.8 (DRI-high). RESULTS An increased risk profile of donor livers, as assessed by the Eurotransplant Donor Risk Index, did not correlate with patient or graft survival. High-risk liver grafts were effectively transplanted into recipients with different risk levels after viability assessment by normothermic machine perfusion. However, the recipients' model for end-stage liver disease scores showed a significant association with both overall patient and graft survival. CONCLUSION The use of normothermic machine perfusion for viability assessment allows safe transplantation of high-risk donor livers and effectively addresses the disparity between donor liver availability and transplantation demand.
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Affiliation(s)
- Thomas Vogel
- Department of General, Visceral, and Transplant Surgery, University Hospital Münster, Germany
| | - Carsten Szardenings
- Institute of Biostatistics and Clinical Research, University Münster, Germany
| | - Felix Becker
- Department of General, Visceral, and Transplant Surgery, University Hospital Münster, Germany
| | - Stephanie Jordan
- Department of General, Visceral, and Transplant Surgery, University Hospital Münster, Germany
| | - Shadi Katou
- Department of General, Visceral, and Transplant Surgery, University Hospital Münster, Germany
| | - Haluk Morgul
- Department of General, Visceral, and Transplant Surgery, University Hospital Münster, Germany
| | - Isabelle Flammang
- Department of General, Visceral, and Transplant Surgery, University Hospital Münster, Germany
| | - Philipp Houben
- Department of General, Visceral, and Transplant Surgery, University Hospital Münster, Germany
| | - Felicia Kneifel
- Department of General, Visceral, and Transplant Surgery, University Hospital Münster, Germany.
| | - Andreas Pascher
- Department of General, Visceral, and Transplant Surgery, University Hospital Münster, Germany
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7
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Akabane M, Imaoka Y, Esquivel CO, Sasaki K. Landscape of donor cause of death and its impact on liver transplant outcomes: a ten-year analysis from the UNOS database. HPB (Oxford) 2024; 26:1141-1147. [PMID: 38879433 DOI: 10.1016/j.hpb.2024.05.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 05/20/2024] [Accepted: 05/27/2024] [Indexed: 09/03/2024]
Abstract
BACKGROUND Cause of death (COD) is a predictor of liver transplant (LT) outcomes independent of donor age, yet has not been recently reappraised. METHODS Analyzing UNOS database (2013-2022), the study explored COD trends and impacts on one-year post-LT graft survival (GS) and hazard ratios (HR) for graft failure. RESULTS Of 80,282 brain-death donors, 55,413(69.0%) underwent initial LT. Anoxia became the predominant COD in 2015, increasing from 29.0% in 2013 to 45.1% in 2021, with notable increases in drug intoxication. Survival differences between anoxia and cerebrovascular accidents (CVA) recently became insignificant (P=0.95). Further analysis showed improved GS from intracranial hemorrhage/stroke (previously worse; P<0.01) (P=0.70). HRs for post-1-year graft failure showed reduced significance of CVA (vs.Anoxia) and intracranial hemorrhage/stroke (vs.any other COD) recently. Donors with intracranial hemorrhage/stroke, showing improved survival and HR, were allocated to recipients with lower MELD-Na, contrasting the trend for drug intoxication CODs. DISCUSSION CVA, traditionally linked with poorer outcomes, shows improved GS and HRs (vs.Anoxia). This could be due to rising drug intoxication cases and the allocation of donors with drug intoxication to recipients with higher MELD-Na, and those with CVA to recipients with lower scores. While COD remains crucial in donor selection, proper matching can mitigate differences among CODs.
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Affiliation(s)
- Miho Akabane
- Division of Abdominal Transplant, Department of Surgery, Stanford University Medical Center, Stanford, CA, USA
| | - Yuki Imaoka
- Division of Abdominal Transplant, Department of Surgery, Stanford University Medical Center, Stanford, CA, USA
| | - Carlos O Esquivel
- Division of Abdominal Transplant, Department of Surgery, Stanford University Medical Center, Stanford, CA, USA
| | - Kazunari Sasaki
- Division of Abdominal Transplant, Department of Surgery, Stanford University Medical Center, Stanford, CA, USA.
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8
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Gummaraj Srinivas N, Chen Y, Rodday AM, Ko D. Disparities in Liver Transplant Outcomes: Race/Ethnicity and Individual- and Neighborhood-Level Socioeconomic Status. Clin Nurs Res 2024; 33:509-518. [PMID: 39192612 PMCID: PMC11421193 DOI: 10.1177/10547738241273128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/29/2024]
Abstract
Race/ethnicity and individual-level socioeconomic status (SES) may contribute to health disparities in liver transplant (LT) outcomes. The socioeconomic conditions of a neighborhood may either mitigate or exacerbate these health disparities. This retrospective study investigated the relationship between race/ethnicity, individual- and neighborhood-level SES, and LT outcomes, and whether neighborhood-level SES modified the relationship between individual factors and LT outcomes. Adult individuals who underwent LT between 2010 and 2019 (n = 55,688) were identified from the United Network for Organ Sharing database. Primary exposures were race/ethnicity, education, primary insurance type, and the Social Deprivation Index (SDI) scores. Education and primary insurance type were used as proxies for individual-level SES, while SDI scores were used as a proxy for neighborhood-level SES. The primary outcome was time to occurrence of graft failure or mortality. Cox proportional hazard models were used to examine the associations between the exposures and outcomes. LT recipients who were Black (hazard ratio [HR]: 1.27, p < .0001), completed high school or less (HR: 1.06, p = .002), and had public insurance (HR: 1.14, p < .0001) had a higher rate of graft failure or mortality than those who were White, completed more than high school, and had private insurance, respectively. The SDI scores were not significantly associated with LT outcomes when adjusting for individual factors (HR: 1.02, p = .45) and did not modify the associations between individual factors and LT outcomes. Findings of this study suggest that disparities based on individual factors were not modified by neighborhood-level SES. Tailored interventions targeting the unique needs associated with race/ethnicity and individual-level SES are needed to optimize LT outcomes.
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Affiliation(s)
| | - Ye Chen
- Biostatistics, Epidemiology, and Research Design (BERD) Center, Tufts Medical Center, Boston, MA, USA
| | - Angie Mae Rodday
- Biostatistics, Epidemiology, and Research Design (BERD) Center, Tufts Medical Center, Boston, MA, USA
| | - Dami Ko
- School of Nursing, Bouvé College of Health Sciences, Northeastern University, Boston, MA, USA
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9
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Li Y, Yang F, Liu K. Application of digital pathology in liver transplantation. J Hepatol 2024; 81:e112-e113. [PMID: 38527523 DOI: 10.1016/j.jhep.2024.03.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 03/19/2024] [Accepted: 03/20/2024] [Indexed: 03/27/2024]
Affiliation(s)
- Yang Li
- Comprehensive pediatrics & Pulmonary and Critical Care Medicine, Kunming Children's Hospital, No.28, Shulin Street, Kunming 650103, Yunnan Province, China
| | - FengQi Yang
- Comprehensive pediatrics & Pulmonary and Critical Care Medicine, Kunming Children's Hospital, No.28, Shulin Street, Kunming 650103, Yunnan Province, China
| | - Kai Liu
- Comprehensive pediatrics & Pulmonary and Critical Care Medicine, Kunming Children's Hospital, No.28, Shulin Street, Kunming 650103, Yunnan Province, China.
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10
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Xu XS, Liu T, Chen YJ, Wu XY, Cheng MX, Li JZ. MSR1-dependent efferocytosis improved ischemia-reperfusion injury following aged-donor liver transplantation in mice by regulating the pro-resolving polarisation of macrophages. Exp Cell Res 2024; 442:114212. [PMID: 39168433 DOI: 10.1016/j.yexcr.2024.114212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Revised: 08/09/2024] [Accepted: 08/13/2024] [Indexed: 08/23/2024]
Abstract
Compared with young liver donors, aged liver donors are more susceptible to ischemia-reperfusion injury (IRI) following transplantation, which may be related to excessive inflammatory response and macrophage dysfunction, but the specific mechanism is unclear. Macrophage scavenger receptor 1 (MSR1) is a member of the scavenger receptor family, and plays an important regulatory role in inflammation response and macrophage function regulation. But its role in IRI following aged-donor liver transplantation is still unclear. This study demonstrates that MSR1 expression is decreased in macrophages from aged donor livers, inhibiting their efferocytosis and pro-resolving polarisation. Decreased MSR1 is responsible for the more severe IRI suffered by aged donor livers. Overexpression of MSR1 using F4/80-labelled AAV9 improved intrahepatic macrophage efferocytosis and promoted pro-resolving polarisation, ultimately ameliorating IRI following aged-donor liver transplantation. In vitro co-culture experiments further showed that overexpression of MSR1 promoted an increase in calcium concentration, which further activated the PI3K-AKT-GSK3β pathway, and induced the upregulation of β-catenin. Overall, MSR1-dependent efferocytosis promoted the pro-resolving polarisation of macrophages through the PI3K-AKT-GSK3β pathway-induced up-regulating of β-catenin leading to improved IRI following aged-donor liver transplantation.
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Affiliation(s)
- Xue-Song Xu
- Department of Hepatobiliary Surgery, Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Tao Liu
- Department of Hepatobiliary Surgery, Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Ya-Jun Chen
- Department of Hepatobiliary Surgery, Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Xin-Yi Wu
- Department of Hepatobiliary Surgery, Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Ming-Xiang Cheng
- Department of Hepatobiliary Surgery, Second Affiliated Hospital, Chongqing Medical University, Chongqing, China.
| | - Jin-Zheng Li
- Department of Hepatobiliary Surgery, Second Affiliated Hospital, Chongqing Medical University, Chongqing, China.
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11
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Berg T, Aehling NF, Bruns T, Welker MW, Weismüller T, Trebicka J, Tacke F, Strnad P, Sterneck M, Settmacher U, Seehofer D, Schott E, Schnitzbauer AA, Schmidt HH, Schlitt HJ, Pratschke J, Pascher A, Neumann U, Manekeller S, Lammert F, Klein I, Kirchner G, Guba M, Glanemann M, Engelmann C, Canbay AE, Braun F, Berg CP, Bechstein WO, Becker T, Trautwein C. S2k-Leitlinie Lebertransplantation der Deutschen Gesellschaft für Gastroenterologie, Verdauungs- und Stoffwechselkrankheiten (DGVS) und der Deutschen Gesellschaft für Allgemein- und Viszeralchirurgie (DGAV). ZEITSCHRIFT FUR GASTROENTEROLOGIE 2024; 62:1397-1573. [PMID: 39250961 DOI: 10.1055/a-2255-7246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/11/2024]
Affiliation(s)
- Thomas Berg
- Bereich Hepatologie, Medizinischen Klinik II, Universitätsklinikum Leipzig, Leipzig, Deutschland
| | - Niklas F Aehling
- Bereich Hepatologie, Medizinischen Klinik II, Universitätsklinikum Leipzig, Leipzig, Deutschland
| | - Tony Bruns
- Medizinische Klinik III, Universitätsklinikum Aachen, Aachen, Deutschland
| | - Martin-Walter Welker
- Medizinische Klinik I Gastroent., Hepat., Pneum., Endokrin. Universitätsklinikum Frankfurt, Frankfurt, Deutschland
| | - Tobias Weismüller
- Klinik für Innere Medizin - Gastroenterologie und Hepatologie, Vivantes Humboldt-Klinikum, Berlin, Deutschland
| | - Jonel Trebicka
- Medizinische Klinik B für Gastroenterologie und Hepatologie, Universitätsklinikum Münster, Münster, Deutschland
| | - Frank Tacke
- Charité - Universitätsmedizin Berlin, Medizinische Klinik m. S. Hepatologie und Gastroenterologie, Campus Virchow-Klinikum (CVK) und Campus Charité Mitte (CCM), Berlin, Deutschland
| | - Pavel Strnad
- Medizinische Klinik III, Universitätsklinikum Aachen, Aachen, Deutschland
| | - Martina Sterneck
- Medizinische Klinik und Poliklinik I, Universitätsklinikum Hamburg, Hamburg, Deutschland
| | - Utz Settmacher
- Klinik für Allgemein-, Viszeral- und Gefäßchirurgie, Universitätsklinikum Jena, Jena, Deutschland
| | - Daniel Seehofer
- Klinik für Viszeral-, Transplantations-, Thorax- und Gefäßchirurgie, Universitätsklinikum Leipzig, Leipzig, Deutschland
| | - Eckart Schott
- Klinik für Innere Medizin II - Gastroenterologie, Hepatologie und Diabetolgie, Helios Klinikum Emil von Behring, Berlin, Deutschland
| | | | - Hartmut H Schmidt
- Klinik für Gastroenterologie und Hepatologie, Universitätsklinikum Essen, Essen, Deutschland
| | - Hans J Schlitt
- Klinik und Poliklinik für Chirurgie, Universitätsklinikum Regensburg, Regensburg, Deutschland
| | - Johann Pratschke
- Chirurgische Klinik, Charité Campus Virchow-Klinikum - Universitätsmedizin Berlin, Berlin, Deutschland
| | - Andreas Pascher
- Klinik für Allgemein-, Viszeral- und Transplantationschirurgie, Universitätsklinikum Münster, Münster, Deutschland
| | - Ulf Neumann
- Klinik für Allgemein-, Viszeral- und Transplantationschirurgie, Universitätsklinikum Essen, Essen, Deutschland
| | - Steffen Manekeller
- Klinik und Poliklinik für Allgemein-, Viszeral-, Thorax- und Gefäßchirurgie, Universitätsklinikum Bonn, Bonn, Deutschland
| | - Frank Lammert
- Medizinische Hochschule Hannover (MHH), Hannover, Deutschland
| | - Ingo Klein
- Chirurgische Klinik I, Universitätsklinikum Würzburg, Würzburg, Deutschland
| | - Gabriele Kirchner
- Klinik und Poliklinik für Chirurgie, Universitätsklinikum Regensburg und Innere Medizin I, Caritaskrankenhaus St. Josef Regensburg, Regensburg, Deutschland
| | - Markus Guba
- Klinik für Allgemeine, Viszeral-, Transplantations-, Gefäß- und Thoraxchirurgie, Universitätsklinikum München, München, Deutschland
| | - Matthias Glanemann
- Klinik für Allgemeine, Viszeral-, Gefäß- und Kinderchirurgie, Universitätsklinikum des Saarlandes, Homburg, Deutschland
| | - Cornelius Engelmann
- Charité - Universitätsmedizin Berlin, Medizinische Klinik m. S. Hepatologie und Gastroenterologie, Campus Virchow-Klinikum (CVK) und Campus Charité Mitte (CCM), Berlin, Deutschland
| | - Ali E Canbay
- Medizinische Klinik, Universitätsklinikum Knappschaftskrankenhaus Bochum, Bochum, Deutschland
| | - Felix Braun
- Klinik für Allgemeine Chirurgie, Viszeral-, Thorax-, Transplantations- und Kinderchirurgie, Universitätsklinikum Schlewswig-Holstein, Kiel, Deutschland
| | - Christoph P Berg
- Innere Medizin I Gastroenterologie, Hepatologie, Infektiologie, Universitätsklinikum Tübingen, Tübingen, Deutschland
| | - Wolf O Bechstein
- Klinik für Allgemein- und Viszeralchirurgie, Universitätsklinikum Frankfurt, Frankfurt, Deutschland
| | - Thomas Becker
- Klinik für Allgemeine Chirurgie, Viszeral-, Thorax-, Transplantations- und Kinderchirurgie, Universitätsklinikum Schlewswig-Holstein, Kiel, Deutschland
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Seth R, Andreoni KA. Changing landscape of liver transplant in the United States- time for a new innovative way to define and utilize the "non-standard liver allograft"-a proposal. FRONTIERS IN TRANSPLANTATION 2024; 3:1449407. [PMID: 39176402 PMCID: PMC11338891 DOI: 10.3389/frtra.2024.1449407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/15/2024] [Accepted: 07/22/2024] [Indexed: 08/24/2024]
Abstract
Since the first liver transplant was performed over six decades ago, the landscape of liver transplantation in the US has seen dramatic evolution. Numerous advancements in perioperative and operative techniques have resulted in major improvements in graft and patient survival rates. Despite the increase in transplants performed over the years, the waitlist mortality rate continues to remain high. The obesity epidemic and the resultant metabolic sequelae continue to result in more marginal donors and challenging recipients. In this review, we aim to highlight the changing characteristics of liver transplant recipients and liver allograft donors. We focus on issues relevant in successfully transplanting a high model for end stage liver disease recipient. We provide insights into the current use of terms and definitions utilized to discuss marginal allografts, discuss the need to look into more consistent ways to describe these organs and propose two new concepts we coin as "Liver Allograft Variables" (LAV) and "Liver Allograft Composite Score" (LACS) for this. We discuss the development of spectrum of risk indexes as a dynamic tool to characterize an allograft in real time. We believe that this concept has the potential to optimize the way we allocate, utilize and transplant livers across the US.
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Affiliation(s)
- Rashmi Seth
- Department of Surgery, Division of Transplant Surgery, University of Tennessee Health Sciences Center, Methodist University Hospital Transplant Institute, Memphis, TN, United States
| | - Kenneth A. Andreoni
- Department of Surgery, Division of Abdominal Transplantation, Thomas Jefferson University, Philadelphia, PA, United States
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Broere R, Luijmes SH, de Jonge J, Porte RJ. Graft repair during machine perfusion: a current overview of strategies. Curr Opin Organ Transplant 2024; 29:248-254. [PMID: 38726753 PMCID: PMC11224572 DOI: 10.1097/mot.0000000000001151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/03/2024]
Abstract
PURPOSE OF REVIEW With changing donor characteristics (advanced age, obesity), an increase in the use of extended criteria donor (ECD) livers in liver transplantation is seen. Machine perfusion allows graft viability assessment, but still many donor livers are considered nontransplantable. Besides being used as graft viability assessment tool, ex situ machine perfusion offers a platform for therapeutic strategies to ameliorate grafts prior to transplantation. This review describes the current landscape of graft repair during machine perfusion. RECENT FINDINGS Explored anti-inflammatory therapies, including inflammasome inhibitors, hemoabsorption, and cellular therapies mitigate the inflammatory response and improve hepatic function. Cholangiocyte organoids show promise in repairing the damaged biliary tree. Defatting during normothermic machine perfusion shows a reduction of steatosis and improved hepatobiliary function compared to nontreated livers. Uptake of RNA interference therapies during machine perfusion paves the way for an additional treatment modality. SUMMARY The possibility to repair injured donor livers during ex situ machine perfusion might increase the utilization of ECD-livers. Application of defatting agents is currently explored in clinical trials, whereas other therapeutics require further research or optimization before entering clinical research.
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Affiliation(s)
- Roberto Broere
- Department of Surgery, Division of Hepato-Pancreato- Biliary and Transplant Surgery, Erasmus MC Transplant Institute, University Medical Center Rotterdam, Rotterdam, The Netherlands
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14
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Okumura K, Dhand A, Misawa R, Sogawa H, Veillette G, Nishida S. Potential Association of Blood Transfusion in Deceased Donors With Outcomes of Liver Transplantation in the United States. J Surg Res 2024; 300:477-484. [PMID: 38875946 DOI: 10.1016/j.jss.2024.05.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 05/07/2024] [Accepted: 05/09/2024] [Indexed: 06/16/2024]
Abstract
BACKGROUND Donor blood transfusion may potentially affect transplant outcomes through an inflammatory response, recipient sensitization, or transmission of infection. The aim of this study was to evaluate the association of donor blood transfusion with outcomes of liver transplantation (LT). METHODS From January 2004 to December 2022, donor blood transfusion information was available for 113,017 adult recipients of LT in the United Network for Organ Sharing database and was classified into 4 levels of transfusion: no-transfusion (N = 68,130), transfusion of 1-5 units (N = 33,629), 6-10 units (N = 8067), and >10 units (N = 5329). Recipient survival analysis was performed by Kaplan-Meier method and multivariable Cox-hazard model. RESULTS Among this cohort, 40.8% of donors (N = 46,261) received blood transfusion during the index hospitalization. Compared to no-blood transfusion donors, blood transfusion donors were younger (median age 37 versus 46 y P < 0.001) and were more brain death donors (94.5% versus 92.1%, P < 0.001). An increased risk of rejection at 6-mo (transfusion 10.3% versus no-transfusion 9.9%, P = 0.055) and 1 y (transfusion 12.5% versus no-transfusion 11.9%, P = 0.0036) post-LT was noted in this cohort. Multivariable Cox-hazard model showed blood transfusion was associated with increased 1-y mortality (transfusion 1.07; 95% CI 1.02-1.12, P = 0.007) and graft failure (transfusion 1.09; 95% CI 1.04-1.13, P < 0.001). CONCLUSIONS Donor blood transfusion was associated with an increased risk of rejection at 6 mo and 1 y among LT recipients and worse post-transplant graft and overall survival. Additional information regarding donor blood transfusion, along with other known factors, may be considered when deciding the optimization of overall immune suppression in LT recipients to decrease the risk of delayed rejection.
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Affiliation(s)
- Kenji Okumura
- Department of Surgery, Westchester Medical Center and New York Medical College, Valhalla, New York.
| | - Abhay Dhand
- Department of Surgery, Westchester Medical Center and New York Medical College, Valhalla, New York
| | - Ryosuke Misawa
- Department of Surgery, Westchester Medical Center and New York Medical College, Valhalla, New York
| | - Hiroshi Sogawa
- Department of Surgery, Westchester Medical Center and New York Medical College, Valhalla, New York
| | - Gregory Veillette
- Department of Surgery, Westchester Medical Center and New York Medical College, Valhalla, New York
| | - Seigo Nishida
- Department of Surgery, Westchester Medical Center and New York Medical College, Valhalla, New York
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15
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Jackson WE, Kaplan B. Prediction is very difficult, especially if it's about the future! Liver Transpl 2024; 30:773-774. [PMID: 38471011 DOI: 10.1097/lvt.0000000000000361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 02/22/2024] [Indexed: 03/14/2024]
Affiliation(s)
- Whitney E Jackson
- Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
- Colorado Center for Transplantation Care, Research and Education (CCTCARE), Aurora, Colorado, USA
| | - Bruce Kaplan
- Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
- Colorado Center for Transplantation Care, Research and Education (CCTCARE), Aurora, Colorado, USA
- Department of Surgery, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
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16
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Okumura K, Dhand A, Misawa R, Sogawa H, Veillette G, Nishida S. Normothermic Machine Perfusion Is Associated With Improvement in Mortality and Graft Failure in Donation After Cardiac Death Liver Transplant Recipients in the United States. Transplant Direct 2024; 10:e1679. [PMID: 38988687 PMCID: PMC11230788 DOI: 10.1097/txd.0000000000001679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 05/07/2024] [Indexed: 07/12/2024] Open
Abstract
Background Use of normothermic machine perfusion (NMP) may help to expand the liver transplantation (LT) donor pool by potentially increasing the utilization of donation after circulatory death (DCD) organs. The aim of this study was to assess the impact of NMP on LT from DCD organs. Methods Data among DCD adult LT recipients in the United Network for Organ Sharing between January 2016 and December 2022 were analyzed. Outcomes were compared between 2 groups: NMP versus non-MP using propensity score matching. Results During the study period, 4217 DCD LT recipients (NMP: 257 and non-MP: 3960) were identified. compared with non-MP, DCD LT recipients in NMP group were older (median recipient age: 61 versus 59 y, P = 0.013), had lower model for the end-stage liver disease score, longer wait time (126 versus 107 d, P = 0.028), and received organs from older donors (median age: 42 versus 38 y, P < 0.01) with longer preservation time (9.9 versus 5.3 h, P < 0.001). Two-year overall survival (NMP 94.4% versus non-MP 89.7%, P = 0.040) and 2-y graft survival (NMP 91.3% versus non-MP 84.6%, P = 0.017) were better in the NMP group. After propensity score matching, 2-y overall survival (NMP 94.2% versus non-MP 88.0%, P = 0.023) and graft survival (NMP 91.3% versus non-MP 81.6%, P = 0.004) were better in the NMP group. On multivariable cox regression analysis, NMP was an independent factor of protection against mortality (hazard ratio, 0.43; 95% confidence interval: 0.20-0.91; P = 0.029) and against graft failure (hazard ratio, 0.26; 95% confidence interval: 0.11-0.61; P = 0.002). Conclusions Use of NMP for LT from DCD donors was associated with improved posttransplant patient and graft survival.
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Affiliation(s)
- Kenji Okumura
- Department of Surgery, Westchester Medical Center and New York Medical College, Valhalla, NY
| | - Abhay Dhand
- Department of Surgery, Westchester Medical Center and New York Medical College, Valhalla, NY
| | - Ryosuke Misawa
- Department of Surgery, Westchester Medical Center and New York Medical College, Valhalla, NY
| | - Hiroshi Sogawa
- Department of Surgery, Westchester Medical Center and New York Medical College, Valhalla, NY
| | - Gregory Veillette
- Department of Surgery, Westchester Medical Center and New York Medical College, Valhalla, NY
| | - Seigo Nishida
- Department of Surgery, Westchester Medical Center and New York Medical College, Valhalla, NY
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Mosallaie Pour HR, Sivandzadeh GR, Ejtehadi F, Safarpour AR, Shahramian I, Tahani M, Taghavi SA, Aminisefat A. Recipient-associated risk factors for post-liver transplantation biliary complications: A cohort study. Indian J Gastroenterol 2024; 43:791-798. [PMID: 38172464 DOI: 10.1007/s12664-023-01479-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 10/26/2023] [Indexed: 01/05/2024]
Abstract
INTRODUCTION Biliary complications (BCs) are a well-documented post-liver transplantation concern with potential implications for patient survival. This study aims at identifying risk factors associated with the development of BCs in recipients after liver transplantation (LT) and exploring strategies for their management. METHODS We conducted a retrospective analysis of 1595 adult patients (age > 18 years) who underwent LT surgery between 2019 and 2021. The study assessed the incidence of BCs in this cohort. RESULTS Of 1595 patients, 178 (11.1%) experienced BCs, while 1417 (88.8%) did not exhibit any signs of such complications. Patients who developed BCs were found to have a significantly lower average age (p < 0.001) and longer cold ischemic times (p < 0.001) compared to those without BCs. Variables such as sex, body mass index (BMI), model for end-stage liver disease (MELD) score, primary diagnosis, type of anastomosis, hepatectomy technique, type of transplanted liver and mortality did not demonstrate statistically significant differences between the two groups (p > 0.05). Univariate logistic regression analysis revealed that a cold ischemic time exceeding 12 hours and duct-to-duct anastomosis were positive predictors for BC development (odds ratios of 6.23 [CI 4.29-9.02] and 1.47 [CI 0.94-2.30], respectively). Conversely, increasing age was associated with a protective effect against BC development, with an odds ratio of 0.64 (CI 0.46-0.89). CONCLUSION Our multi-variate analysis identified cold ischemia time (CIT) as the sole significant predictor of post-liver transplantation biliary complications. Additionally, this study observed that advancing patient age had a protective influence in this context. Notably, no significant disparities were detected between hepatectomy techniques and the etiology of liver disease types in the two study groups.
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Affiliation(s)
- Hamid Reza Mosallaie Pour
- Gastroenterohepatology Research Center, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Gholam Reza Sivandzadeh
- Gastroenterohepatology Research Center, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Fardad Ejtehadi
- Gastroenterohepatology Research Center, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Ali Reza Safarpour
- Gastroenterohepatology Research Center, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Iraj Shahramian
- Gastroenterohepatology Research Center, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Masoud Tahani
- Pediatric Gastroenterology and Hepatology Research Center, Zabol University of Medical Sciences, Zabol, Iran
| | - Seyed Alireza Taghavi
- Gastroenterohepatology Research Center, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran.
| | - Alireza Aminisefat
- Pediatric Gastroenterology and Hepatology Research Center, Zabol University of Medical Sciences, Zabol, Iran
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Zimmer M, Hillebrandt KH, Roschke NN, Lippert S, Klein O, Nebrich G, Gassner JMGV, Strobl F, Pratschke J, Krenzien F, Sauer IM, Raschzok N, Moosburner S. Distinctive protein expression in elderly livers in a Sprague-Dawley rat model of normothermic ex vivo liver machine perfusion. Eur J Med Res 2024; 29:361. [PMID: 38992689 PMCID: PMC11238374 DOI: 10.1186/s40001-024-01961-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Accepted: 07/04/2024] [Indexed: 07/13/2024] Open
Abstract
BACKGROUND Liver grafts are frequently declined due to high donor age or age mismatch with the recipient. To improve the outcome of marginal grafts, we aimed to characterize the performance of elderly vs. young liver grafts in a standardized rat model of normothermic ex vivo liver machine perfusion (NMP). METHODS Livers from Sprague-Dawley rats aged 3 or 12 months were procured and perfused for 6 h using a rat NMP system or collected as a reference group (n = 6/group). Tissue, bile, and perfusate samples were used for biochemical, and proteomic analyses. RESULTS All livers cleared lactate during perfusion and continued to produce bile after 6 h of perfusion (614 mg/h). Peak urea levels in 12-month-old animals were higher than in younger animals. Arterial and portal venous pressure, bile production and pH did not differ between groups. Proteomic analysis identified a total of 1477 proteins with oxidoreductase and catalytic activity dominating the gene ontology analysis. Proteins such as aldehyde dehydrogenase 1A1 and 2-Hydroxyacid oxidase 2 were significantly more present in livers of older age. CONCLUSIONS Young and elderly liver grafts exhibited similar viability during NMP, though proteomic analyses indicated that older grafts are less resilient to oxidative stress. Our study is limited by the elderly animal age, which corresponds to mature but not elderly human age typically seen in marginal human livers. Nevertheless, reducing oxidative stress could be a promising therapeutic target in the future.
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Affiliation(s)
- Maximilian Zimmer
- Department of Surgery, Experimental Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany
| | - Karl Herbert Hillebrandt
- Department of Surgery, Experimental Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany
- BIH Academy, Clinician Scientist Program, Berlin Institute of Health at Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Nathalie Nora Roschke
- Department of Surgery, Experimental Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany
| | - Steffen Lippert
- Department of Surgery, Experimental Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany
| | - Oliver Klein
- Center for Regenerative Therapies, Core Unit Imaging Mass Spectrometry, Berlin Institute of Health at Charité, Berlin, Germany
| | - Grit Nebrich
- Center for Regenerative Therapies, Core Unit Imaging Mass Spectrometry, Berlin Institute of Health at Charité, Berlin, Germany
| | - Joseph Maria George Vernon Gassner
- Department of Surgery, Experimental Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany
- BIH Academy, Clinician Scientist Program, Berlin Institute of Health at Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Felix Strobl
- Department of Surgery, Experimental Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany
| | - Johann Pratschke
- Department of Surgery, Experimental Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany
| | - Felix Krenzien
- Department of Surgery, Experimental Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany
- BIH Academy, Clinician Scientist Program, Berlin Institute of Health at Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Igor Maximilian Sauer
- Department of Surgery, Experimental Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany
| | - Nathanael Raschzok
- Department of Surgery, Experimental Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany
- BIH Academy, Clinician Scientist Program, Berlin Institute of Health at Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Simon Moosburner
- Department of Surgery, Experimental Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany.
- BIH Academy, Clinician Scientist Program, Berlin Institute of Health at Charité-Universitätsmedizin Berlin, Berlin, Germany.
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Eden J, Brüggenwirth IMA, Berlakovich G, Buchholz BM, Botea F, Camagni S, Cescon M, Cillo U, Colli F, Compagnon P, De Carlis LG, De Carlis R, Di Benedetto F, Dingfelder J, Diogo D, Dondossola D, Drefs M, Fronek J, Germinario G, Gringeri E, Györi G, Kocik M, Küçükerbil EH, Koliogiannis D, Lam HD, Lurje G, Magistri P, Monbaliu D, Moumni ME, Patrono D, Polak WG, Ravaioli M, Rayar M, Romagnoli R, Sörensen G, Uluk D, Schlegel A, Porte RJ, Dutkowski P, de Meijer VE. Long-term outcomes after hypothermic oxygenated machine perfusion and transplantation of 1,202 donor livers in a real-world setting (HOPE-REAL study). J Hepatol 2024:S0168-8278(24)02341-9. [PMID: 38969242 DOI: 10.1016/j.jhep.2024.06.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Revised: 05/26/2024] [Accepted: 06/24/2024] [Indexed: 07/07/2024]
Abstract
BACKGROUND & AIMS Despite strong evidence for improved preservation of donor livers by machine perfusion, longer post-transplant follow-up data are urgently needed in an unselected patient population. We aimed to assess long-term outcomes after transplantation of hypothermic oxygenated machine perfusion (HOPE)-treated donor livers based on real-world data (i.e., IDEAL-D stage 4). METHODS In this international, multicentre, observational cohort study, we collected data from adult recipients of HOPE-treated livers transplanted between January 2012 and December 2021. Analyses were stratified by donation after brain death (DBD) and donation after circulatory death (DCD), sub-divided by their respective risk categories. The primary outcome was death-censored graft survival. Secondary outcomes included the incidence of primary non-function (PNF) and ischaemic cholangiopathy (IC). RESULTS We report on 1,202 liver transplantations (64% DBD) performed at 22 European centres. For DBD, a total number of 99 benchmark (8%), 176 standard (15%), and 493 extended-criteria (41%) cases were included. For DCD, 117 transplants were classified as low risk (10%), 186 as high risk (16%), and 131 as futile (11%), with significant risk profile variations among centres. Actuarial 1-, 3-, and 5-year death-censored graft survival rates for DBD and DCD livers were 95%, 92%, and 91%, vs. 92%, 87%, and 81%, respectively (log-rank p = 0.003). Within DBD and DCD strata, death-censored graft survival was similar among risk groups (log-rank p = 0.26, p = 0.99). Graft loss due to PNF or IC was 2.3% and 0.4% (DBD), and 5% and 4.1% (DCD). CONCLUSIONS This study shows excellent 5-year survival after transplantation of HOPE-treated DBD and DCD livers with low rates of graft loss due to PNF or IC, irrespective of their individual risk profile. HOPE treatment has now reached IDEAL-D stage 4, which further supports its implementation in routine clinical practice. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT05520320. IMPACT AND IMPLICATIONS This study demonstrates the excellent long-term performance of hypothermic oxygenated machine perfusion (HOPE) treatment of donation after circulatory and donation after brain death liver grafts irrespective of their individual risk profile in a real-world setting, outside the evaluation of randomised-controlled trials. While previous studies have established safety, feasibility, and efficacy against the current standard, according to the IDEAL-D evaluation framework, HOPE treatment has now reached the final IDEAL-D stage 4, which further supports its implementation in routine clinical practice.
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Affiliation(s)
- Janina Eden
- Department of Surgery, Section of HPB Surgery and Liver Transplantation, University of Groningen and University Medical Center Groningen, Groningen, the Netherlands; UMCG Comprehensive Transplant Center, Groningen, the Netherlands
| | - Isabel M A Brüggenwirth
- Department of Surgery, Section of HPB Surgery and Liver Transplantation, University of Groningen and University Medical Center Groningen, Groningen, the Netherlands; UMCG Comprehensive Transplant Center, Groningen, the Netherlands
| | | | - Bettina M Buchholz
- Department of Visceral Transplantation, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Florin Botea
- Fundeni Clinical Institute, Center of General Surgery and Liver Transplantation; "Titu Maiorescu" University, Bucharest, Romania
| | - Stefania Camagni
- Department of Organ Failure and Transplantation, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Matteo Cescon
- Department of General Surgery and Transplantation, IRCCS, Azienda Ospedaliero-Universitaria of Bologna, University of Bologna, Bologna, Italy
| | - Umberto Cillo
- Chirurgia Generale 2, Hepato-Biliary-Pancreatic Unit and Liver Transplant Center, Padova University Hospital, Padova, Italy
| | - Fabio Colli
- General Surgery 2U, Liver Transplant Centre, Azienda Ospedaliero Universitaria Città della Salute e della Scienza di Torino, Turin, Italy
| | - Philippe Compagnon
- Department of Transplant Surgery, University of Geneva, Geneva, Switzerland
| | - Luciano G De Carlis
- Department of General Surgery and Transplantation, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Riccardo De Carlis
- Department of General Surgery and Transplantation, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Fabrizio Di Benedetto
- Hepato-Pancreato-Biliary Surgery and Liver Transplantation Unit, University of Modena and Reggio Emilia, Modena, Italy
| | - Jule Dingfelder
- Division of Transplantation, Medical University of Vienna, Vienna, Austria
| | - Dulce Diogo
- Adult Liver Transplantation Unit, Department of Surgery and Gastroenterology, Coimbra Hospital and University Center, Coimbra, Portugal
| | - Daniele Dondossola
- General and Liver Transplant Surgery Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, and Department of Pathophysiology and Transplantation Università degli Studi di Milano, Milan, Italy
| | - Moritz Drefs
- Department of Transplant Surgery, University of Munich Grosshaderm, Germany
| | - Jiri Fronek
- Transplant Surgery Department, Institute for Clinical and Experimental Medicine (IKEM), Prague, Czech Republic
| | - Giuliana Germinario
- Department of General Surgery and Transplantation, IRCCS, Azienda Ospedaliero-Universitaria of Bologna, University of Bologna, Bologna, Italy
| | - Enrico Gringeri
- Chirurgia Generale 2, Hepato-Biliary-Pancreatic Unit and Liver Transplant Center, Padova University Hospital, Padova, Italy
| | - Georg Györi
- Division of Transplantation, Medical University of Vienna, Vienna, Austria
| | - Matej Kocik
- Transplant Surgery Department, Institute for Clinical and Experimental Medicine (IKEM), Prague, Czech Republic
| | - Efrayim H Küçükerbil
- Erasmus MC Transplant Institute, University Medical Center Rotterdam, Division of HPB and Transplant Surgery, Rotterdam, the Netherlands
| | | | - Hwai-Ding Lam
- Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands
| | - Georg Lurje
- Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Paolo Magistri
- Hepato-Pancreato-Biliary Surgery and Liver Transplantation Unit, University of Modena and Reggio Emilia, Modena, Italy
| | - Diethard Monbaliu
- Department of Abdominal Transplantation, Leuven Transplant Center, University Hospitals Leuven, Leuven, Belgium
| | - Mostafa El Moumni
- Department of Surgery, Section of Epidemiology and Statistics, University of Groningen and University Medical Center Groningen, Groningen, the Netherlands
| | - Damiano Patrono
- General Surgery 2U, Liver Transplant Centre, Azienda Ospedaliero Universitaria Città della Salute e della Scienza di Torino, Turin, Italy
| | - Wojciech G Polak
- Erasmus MC Transplant Institute, University Medical Center Rotterdam, Division of HPB and Transplant Surgery, Rotterdam, the Netherlands
| | - Matteo Ravaioli
- Department of General Surgery and Transplantation, IRCCS, Azienda Ospedaliero-Universitaria of Bologna, University of Bologna, Bologna, Italy
| | - Michel Rayar
- CHU Rennes, Service de Chirurgie Hépatobiliaire et Digestive, Rennes, France
| | - Renato Romagnoli
- General Surgery 2U, Liver Transplant Centre, Azienda Ospedaliero Universitaria Città della Salute e della Scienza di Torino, Turin, Italy
| | - Gustaf Sörensen
- Transplant Institute, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Deniz Uluk
- Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Andrea Schlegel
- General and Liver Transplant Surgery Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, and Department of Pathophysiology and Transplantation Università degli Studi di Milano, Milan, Italy; Transplantation Center and Lerner Research Institute, Cleveland Clinic Ohio, USA
| | - Robert J Porte
- Department of Surgery, Section of HPB Surgery and Liver Transplantation, University of Groningen and University Medical Center Groningen, Groningen, the Netherlands; Erasmus MC Transplant Institute, University Medical Center Rotterdam, Division of HPB and Transplant Surgery, Rotterdam, the Netherlands
| | - Philipp Dutkowski
- Swiss HPB and Transplant Center, Department of Visceral Surgery and Transplantation, University Hospital Zurich, Zurich, Switzerland
| | - Vincent E de Meijer
- Department of Surgery, Section of HPB Surgery and Liver Transplantation, University of Groningen and University Medical Center Groningen, Groningen, the Netherlands; UMCG Comprehensive Transplant Center, Groningen, the Netherlands.
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20
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Akabane M, Esquivel CO, Kim WR, Sasaki K. The Future Frontier of Liver Transplantation Exploring Young Donor Allocation Strategies for HCC Recipients. Transplant Direct 2024; 10:e1657. [PMID: 38881743 PMCID: PMC11177833 DOI: 10.1097/txd.0000000000001657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Revised: 02/21/2024] [Accepted: 02/23/2024] [Indexed: 06/18/2024] Open
Abstract
Background The role of donor age in liver transplantation (LT) outcomes for hepatocellular carcinoma (HCC) is controversial. Given the significant risk of HCC recurrence post-LT, optimizing donor/recipient matching is crucial. This study reassesses the impact of young donors on LT outcomes in patients with HCC. Methods A retrospective review of 11 704 LT cases from the United Network for Organ Sharing database (2012-2021) was conducted. The study focused on the effect of donor age on recurrence-free survival, using hazard associated with LT for HCC (HALT-HCC) and Metroticket 2.0 scores to evaluate post-LT survival in patients with HCC. Results Of 4706 cases with young donors, 11.0% had HCC recurrence or death within 2 y, and 18.3% within 5 y. These outcomes were comparable with those of non-young donors. A significant correlation between donor age and post-LT recurrence or mortality (P = 0.04) was observed, which became statistically insignificant after tumor-related adjustments (P = 0.32). The Kaplan-Meier curve showed that recipients with lower HALT-HCC scores (<9) and Metroticket 2.0 scores (<2.2) significantly benefited from young donors, unlike those exceeding these score thresholds. Cox regression analysis showed that donor age significantly influenced outcomes in recipients below certain score thresholds but was less impactful for higher scores. Conclusions Young donors are particularly beneficial for LT recipients with less aggressive HCC, as indicated by their HALT-HCC and Metroticket 2.0 scores. These findings suggest strategically allocating young donors to recipients with less aggressive tumor profiles, which could foster more efficient use of the scarce donor supply and potentially enhance post-LT outcomes.
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Affiliation(s)
- Miho Akabane
- Division of Abdominal Transplant, Department of Surgery, Stanford University Medical Center, Stanford, CA
| | - Carlos O Esquivel
- Division of Abdominal Transplant, Department of Surgery, Stanford University Medical Center, Stanford, CA
| | - W Ray Kim
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Stanford, CA
| | - Kazunari Sasaki
- Division of Abdominal Transplant, Department of Surgery, Stanford University Medical Center, Stanford, CA
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21
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Shaffer L, Abu-Gazala S, Schaubel DE, Abt P, Mahmud N. Performance of risk prediction models for post-liver transplant patient and graft survival over time. Liver Transpl 2024; 30:689-698. [PMID: 38265295 PMCID: PMC11175754 DOI: 10.1097/lvt.0000000000000326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 12/11/2023] [Indexed: 01/25/2024]
Abstract
Given liver transplantation organ scarcity, selection of recipients and donors to maximize post-transplant benefit is paramount. Several scores predict post-transplant outcomes by isolating elements of donor and recipient risk, including the donor risk index, Balance of Risk, pre-allocation score to predict survival outcomes following liver transplantation/survival outcomes following liver transplantation (SOFT), improved donor-to-recipient allocation score for deceased donors only/improved donor-to-recipient allocation score for both deceased and living donors (ID2EAL-D/-DR), and survival benefit (SB) models. No studies have examined the performance of these models over time, which is critical in an ever-evolving transplant landscape. This was a retrospective cohort study of liver transplantation events in the UNOS database from 2002 to 2021. We used Cox regression to evaluate model discrimination (Harrell's C) and calibration (testing of calibration curves) for post-transplant patient and graft survival at specified post-transplant timepoints. Sub-analyses were performed in the modern transplant era (post-2014) and for key donor-recipient characteristics. A total of 112,357 transplants were included. The SB and SOFT scores had the highest discrimination for short-term patient and graft survival, including in the modern transplant era, where only the SB model had good discrimination (C ≥ 0.60) for all patient and graft outcome timepoints. However, these models had evidence of poor calibration at 3- and 5-year patient survival timepoints. The ID2EAL-DR score had lower discrimination but adequate calibration at all patient survival timepoints. In stratified analyses, SB and SOFT scores performed better in younger (< 40 y) and higher Model for End-Stage Liver Disease (≥ 25) patients. All prediction scores had declining discrimination over time, and scores relying on donor factors alone had poor performance. Although the SB and SOFT scores had the best overall performance, all models demonstrated declining performance over time. This underscores the importance of periodically updating and/or developing new prediction models to reflect the evolving transplant field. Scores relying on donor factors alone do not meaningfully inform post-transplant risk.
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Affiliation(s)
- Lauren Shaffer
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Samir Abu-Gazala
- Division of Transplant Surgery, Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Douglas E. Schaubel
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Peter Abt
- Division of Transplant Surgery, Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Nadim Mahmud
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Division of Gastroenterology and Hepatology, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania, USA
- Leonard David Institute of Health Economics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
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22
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Kusakabe J, Kozato A, Tajima T, Bekki Y, Fujiki M, Tomiyama K, Nakamura T, Matsushima H, Hashimoto K, Sasaki K. Reappraisal of Donor Age in Liver Transplantation: NASH as a Potential Target to Safely Utilize Old Liver Grafts. Transplantation 2024; 108:e110-e120. [PMID: 37990355 DOI: 10.1097/tp.0000000000004865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2023]
Abstract
BACKGROUND With the chronic shortage of donated organs, expanding the indications for liver transplantation (LT) from older donors is critical. Nonalcoholic steatohepatitis (NASH) stands out because of its unique systemic pathogenesis and high recurrence rate, both of which might make donor selection less decisive. The present study aims to investigate the usefulness of old donors in LT for NASH patients. METHODS The retrospective cohort study was conducted using the Scientific Registry Transplant Recipient database. The cohort was divided into 3 categories according to donor age: young (aged 16-35), middle-aged (36-59), and old donors (60-). Multivariable and Kaplan-Meier analyses were performed to compare the risk of donor age on graft survival (GS). RESULTS A total of 67 973 primary adult donation-after-brain-death LTs (2002-2016) were eligible for analysis. The multivariable analysis showed a reduced impact of donor age on GS for the NASH cohort (adjusted hazard ratio = 1.13, 95% confidence interval, 1.00-1.27), comparing old to middle-aged donors. If the cohort was limited to NASH recipients plus 1 of the following, recipient age ≥60, body mass index <30, or Model of End Stage Liver Disease score <30, adjusted hazard ratios were even smaller (0.99 [0.84-1.15], 0.92 [0.75-1.13], or 1.04 [0.91-1.19], respectively). Kaplan-Meier analysis revealed no significant differences in overall GS between old- and middle-aged donors in these subgroups ( P = 0.86, 0.28, and 0.11, respectively). CONCLUSIONS Donor age was less influential for overall GS in NASH cohort. Remarkably, old donors were equivalent to middle-aged donors in subgroups of recipient age ≥60, recipient body mass index <30, or Model of End Stage Liver Disease score <30.
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Affiliation(s)
- Jiro Kusakabe
- Cleveland Clinic Lerner College of Medicine and Department of General Surgery, Digestive Disease Institute, Cleveland Clinic, Cleveland, OH
- Division of Hepato-Biliary-Pancreatic Surgery and Transplantation, Department of Surgery, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Akio Kozato
- Department of Surgery, Columbia University Irving Medical Center, New York, NY
| | - Tetsuya Tajima
- Division of Abdominal Transplant, Department of General Surgery, Stanford University Medical Center, Stanford, CA
| | - Yuki Bekki
- Recanati-Miller Transplantation Institute, the Icahn School of Medicine at Mount Sinai, New York City, NY
| | - Masato Fujiki
- Cleveland Clinic Lerner College of Medicine and Department of General Surgery, Digestive Disease Institute, Cleveland Clinic, Cleveland, OH
| | - Koji Tomiyama
- Department of Solid Organ Transplant Surgery, University of Rochester Medical Center, Rochester, NY
| | - Tsukasa Nakamura
- Transplantation Unit, Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Hajime Matsushima
- Cleveland Clinic Lerner College of Medicine and Department of General Surgery, Digestive Disease Institute, Cleveland Clinic, Cleveland, OH
| | - Koji Hashimoto
- Cleveland Clinic Lerner College of Medicine and Department of General Surgery, Digestive Disease Institute, Cleveland Clinic, Cleveland, OH
| | - Kazunari Sasaki
- Division of Abdominal Transplant, Department of General Surgery, Stanford University Medical Center, Stanford, CA
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23
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Cesaretti M, Izzo A, Pellegrino RA, Galli A, Mavrothalassitis O. Cold ischemia time in liver transplantation: An overview. World J Hepatol 2024; 16:883-890. [PMID: 38948435 PMCID: PMC11212655 DOI: 10.4254/wjh.v16.i6.883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 04/26/2024] [Accepted: 05/20/2024] [Indexed: 06/20/2024] Open
Abstract
The standard approach to organ preservation in liver transplantation is by static cold storage and the time between the cross-clamping of a graft in a donor and its reperfusion in the recipient is defined as cold ischemia time (CIT). This simple definition reveals a multifactorial time frame that depends on donor hepatectomy time, transit time, and recipient surgery time, and is one of the most important donor-related risk factors which may influence the graft and recipient's survival. Recently, the growing demand for the use of marginal liver grafts has prompted scientific exploration to analyze ischemia time factors and develop different organ preservation strategies. This review details the CIT definition and analyzes its different factors. It also explores the most recent strategies developed to implement each timestamp of CIT and to protect the graft from ischemic injury.
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Affiliation(s)
- Manuela Cesaretti
- Department of HPB and Liver Transplantation, Brotzu Hospital, Cagliari 09122, Italy
- Department of Nanophysic, Istituto Italiano di Tecnologia, Genova 16163, Italy.
| | - Alessandro Izzo
- Department of HPB and Liver Transplantation, Brotzu Hospital, Cagliari 09122, Italy
| | | | - Alessandro Galli
- Department of Critical Care Medicine and Anesthesia, ASST Papa Giovanni XXIII, Bergamo 24100, Italy
- Department of Anesthesia and Perioperative Care, University of California San Francisco, San Francisco, CA 94143, United States
| | - Orestes Mavrothalassitis
- Department of Anesthesia and Perioperative Care, University of California San Francisco, San Francisco, CA 94143, United States
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24
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Wehrle CJ, Hong H, Gross A, Liu Q, Ali K, Cazzaniga B, Miyazaki Y, Tuul M, Modaresi Esfeh J, Khalil M, Pita A, Fernandes E, Kim J, Diago-Uso T, Aucejo F, Kwon DCH, Fujiki M, Quintini C, Schlegel A, Pinna A, Miller C, Hashimoto K. The impact of normothermic machine perfusion and acuity circles on waitlist time, mortality, and cost in liver transplantation: A multicenter experience. Liver Transpl 2024:01445473-990000000-00397. [PMID: 38833290 DOI: 10.1097/lvt.0000000000000412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2024] [Accepted: 05/13/2024] [Indexed: 06/06/2024]
Abstract
Ex situ normothermic machine perfusion (NMP) helps increase the use of extended criteria donor livers. However, the impact of an NMP program on waitlist times and mortality has not been evaluated. Adult patients listed for liver transplant (LT) at 2 academic centers from January 1, 2015, to September 1, 2023, were included (n=2773) to allow all patients ≥6 months follow-up from listing. Routine NMP was implemented on October 14, 2022. Waitlist outcomes were compared from pre-NMP pre-acuity circles (n=1460), pre-NMP with acuity circles (n=842), and with NMP (n=381). Median waitlist time was 79 days (IQR: 20-232 d) at baseline, 49 days (7-182) with acuity circles, and 14 days (5-56) with NMP ( p <0.001). The rate of transplant-per-100-person-years improved from 61-per-100-person-years to 99-per-100-person-years with acuity circles and 194-per-100-person-years with NMP ( p <0.001). Crude mortality without transplant decreased from 18.3% (n=268/1460) to 13.3% (n=112/843), to 6.3% (n=24/381) ( p <0.001) with NMP. The incidence of mortality without LT was 15-per-100-person-years before acuity circles, 19-per-100 with acuity circles, and 9-per-100-person-years after NMP ( p <0.001). Median Model for End-Stage Liver Disease at LT was lowest with NMP, but Model for End-Stage Liver Disease at listing was highest in this era ( p <0.0001). The median donor risk index of transplanted livers at baseline was 1.54 (1.27-1.82), 1.66 (1.42-2.16) with acuity circles, and 2.06 (1.63-2.46) with NMP ( p <0.001). Six-month post-LT survival was not different between eras ( p =0.322). The total cost of health care while waitlisted was lowest in the NMP era ($53,683 vs. $32,687 vs. $23,688, p <0.001); cost-per-day did not differ between eras ( p =0.152). The implementation of a routine NMP program was associated with reduced waitlist time and mortality without compromising short-term survival after liver transplant despite increased use of riskier grafts. Routine NMP use enables better waitlist management with reduced health care costs.
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Affiliation(s)
- Chase J Wehrle
- Department of General Surgery, Cleveland Clinic, Digestive Disease & Surgery Institute, Cleveland, Ohio, USA
| | - Hanna Hong
- Department of General Surgery, Cleveland Clinic, Digestive Disease & Surgery Institute, Cleveland, Ohio, USA
| | - Abby Gross
- Department of General Surgery, Cleveland Clinic, Digestive Disease & Surgery Institute, Cleveland, Ohio, USA
| | - Qiang Liu
- Department of General Surgery, Cleveland Clinic, Digestive Disease & Surgery Institute, Cleveland, Ohio, USA
| | - Khaled Ali
- Department of General Surgery, Cleveland Clinic, Digestive Disease & Surgery Institute, Cleveland, Ohio, USA
| | - Beatrice Cazzaniga
- Department of General Surgery, Cleveland Clinic, Digestive Disease & Surgery Institute, Cleveland, Ohio, USA
| | - Yuki Miyazaki
- Department of General Surgery, Cleveland Clinic, Digestive Disease & Surgery Institute, Cleveland, Ohio, USA
| | - Munkhbold Tuul
- Department of General Surgery, Cleveland Clinic, Digestive Disease & Surgery Institute, Cleveland, Ohio, USA
| | - Jamak Modaresi Esfeh
- Department of Gastroenterology and Hepatology, Cleveland Clinic, Cleveland, Ohio, USA
| | - Mazhar Khalil
- Department of General Surgery, Cleveland Clinic, Digestive Disease & Surgery Institute, Cleveland, Ohio, USA
| | - Alejandro Pita
- Department of General Surgery, Cleveland Clinic, Digestive Disease & Surgery Institute, Cleveland, Ohio, USA
| | - Eduardo Fernandes
- Cleveland Clinic Florida, Abdominal Transplant Center, Weston, Florida, USA
| | - Jaekeun Kim
- Department of General Surgery, Cleveland Clinic, Digestive Disease & Surgery Institute, Cleveland, Ohio, USA
| | - Teresa Diago-Uso
- Cleveland Clinic Abu Dhabi, Digestive Disease Institute, Abu Dhabi, United Arab Emirates
| | - Federico Aucejo
- Department of General Surgery, Cleveland Clinic, Digestive Disease & Surgery Institute, Cleveland, Ohio, USA
| | - David C H Kwon
- Department of General Surgery, Cleveland Clinic, Digestive Disease & Surgery Institute, Cleveland, Ohio, USA
| | - Masato Fujiki
- Department of General Surgery, Cleveland Clinic, Digestive Disease & Surgery Institute, Cleveland, Ohio, USA
| | - Cristiano Quintini
- Cleveland Clinic Abu Dhabi, Digestive Disease Institute, Abu Dhabi, United Arab Emirates
| | - Andrea Schlegel
- Department of General Surgery, Cleveland Clinic, Digestive Disease & Surgery Institute, Cleveland, Ohio, USA
| | - Antonio Pinna
- Cleveland Clinic Abu Dhabi, Digestive Disease Institute, Abu Dhabi, United Arab Emirates
| | - Charles Miller
- Department of General Surgery, Cleveland Clinic, Digestive Disease & Surgery Institute, Cleveland, Ohio, USA
| | - Koji Hashimoto
- Department of General Surgery, Cleveland Clinic, Digestive Disease & Surgery Institute, Cleveland, Ohio, USA
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25
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Lindemann J, Yu J, Doyle MM. Normothermic machine perfusion for liver transplantation: current state and future directions. Curr Opin Organ Transplant 2024; 29:186-194. [PMID: 38483109 DOI: 10.1097/mot.0000000000001141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/30/2024]
Abstract
PURPOSE OF REVIEW The number of patients on the liver transplant waitlist continues to grow and far exceeds the number of livers available for transplantation. Normothermic machine perfusion (NMP) allows for ex-vivo perfusion under physiologic conditions with the potential to significantly increase organ yield and expand the donor pool. RECENT FINDINGS Several studies have found increased utilization of donation after cardiac death and extended criteria brain-dead donor livers with implementation of NMP, largely due to the ability to perform viability testing during machine perfusion. Recently, proposed viability criteria include lactate clearance, maintenance of perfusate pH more than 7.2, ALT less than 6000 u/l, evidence of glucose metabolism and bile production. Optimization of liver grafts during NMP is an active area of research and includes interventions for defatting steatotic livers, preventing ischemic cholangiopathy and rejection, and minimizing ischemia reperfusion injury. SUMMARY NMP has resulted in increased organ utilization from marginal donors with acceptable outcomes. The added flexibility of prolonged organ storage times has the potential to improve time constraints and transplant logistics. Further research to determine ideal viability criteria and investigate ways to optimize marginal and otherwise nontransplantable liver grafts during NMP is warranted.
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Affiliation(s)
- Jessica Lindemann
- Department of Surgery, Section of Abdominal Organ Transplantation, Washington University School of Medicine, Saint Louis, Missouri, USA
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26
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Malkus L, Bertram S, von Horn C, Minor T. End-ischemic pharmacological cocktail treatment to mitigate rewarming/reperfusion injury. Cryobiology 2024; 115:104904. [PMID: 38734364 DOI: 10.1016/j.cryobiol.2024.104904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 05/08/2024] [Accepted: 05/08/2024] [Indexed: 05/13/2024]
Abstract
Increasing shortage of donor organs leads to the acceptance of less than optimal grafts for transplantation, up to and including organs donated after circulatory standstill of the donor. Therefore, protective strategies and pharmacological interventions destined to reduce ischemia induced tissue injury are considered a worthwhile focus of research. The present study evaluates the potential of a multidrug pharmacological approach as single flush at the end of static preservation to protect the liver from reperfusion injury. Livers were retrieved from male Wistar rats 20 min after cardiac standstill. The organs were cold stored for 18 h, flushed with 20 ml of saline, kept at room temperature for 20 min, and reperfused at 37 °C with oxygenated Williams E solution. In half of the cases, the flush solution was supplemented with a cocktail containing metformin, bucladesine and cyclosporin A. Upon reperfusion, treated livers disclosed a massive mitigation of hepatic release of alanine aminotransferase and aspartate aminotransferase, along with a significant approximately 50 % reduction of radical mediated lipid peroxidation, caspase activation and release of TNF-alpha. Even after preceding cold preservation, a pharmacological cocktail given as single flush is capable to mitigate manifestations of reperfusion injury in the present model.
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Affiliation(s)
- Laura Malkus
- Surgical Research Department, University Hospital Essen, Germany
| | - Stefanie Bertram
- Institute of Pathology, University Hospital Essen, Hufelandstr. 55, D-45147, Essen, Germany
| | | | - Thomas Minor
- Surgical Research Department, University Hospital Essen, Germany
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27
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Lerosey L, Ksiasek E, Abrahamowicz M, Antoine C, Dharancy S, Dumortier J, Doussot A, Di Martino V, Houssel-Debry P, Conti F, Francoz C, Pageaux GP, Salame E, Faitot F, Coilly A, Hardwigsen J, Decaens T, Chermak F, Muscari F, Anty R, Duvoux C, Abergel A, Minello A, Mouillot T, Binquet C, Latournerie M. Recipient age influences survival after liver transplant: Results of the French national cohort 2007-2017. Liver Int 2024; 44:1396-1408. [PMID: 38451069 DOI: 10.1111/liv.15867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 01/11/2024] [Accepted: 01/31/2024] [Indexed: 03/08/2024]
Abstract
BACKGROUND In recent years, age at liver transplantation (LT) has markedly increased. In the context of organ shortage, we investigated the impact of recipient age on post-transplantation mortality. METHODS All adult patients who received a first LT between 2007 and 2017 were included in this cross-sectional study. Recipients' characteristics at the time of listing, donor and surgery data, post-operative complications and follow-up of vital status were retrieved from the national transplantation database. The impact of age on 5-year overall mortality post-LT was estimated using a flexible multivariable parametric model which was also used to estimate the association between age and 10-year net survival, accounting for expected age- and sex-related mortality. RESULTS Among the 7610 patients, 21.4% were aged 60-65 years, and 15.7% over 65. With increasing age, comorbidities increased but severity of liver disease decreased. Older recipient age was associated with decreased observed survival at 5 years after LT (p < .001), with a significant effect particularly during the first 2 years. The linear increase in the risk of death associated with age does not allow any definition of an age's threshold for LT (p = .832). Other covariates associated with an increased risk of 5-year death were dialysis and mechanical ventilation at transplant, transfusion during LT, hepatocellular carcinoma and donor age. Ten-year flexible net survival analysis confirmed these results. CONCLUSION Although there was a selection process for older recipients, increasing age at LT was associated with an increased risk of death, particularly in the first years after LT.
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Affiliation(s)
- Lea Lerosey
- Service d'Hépato-gastro-entérologie, CHU Dijon-Bourgogne, Dijon, France
| | - Elea Ksiasek
- CHU Dijon Bourgogne, INSERM, Université de Bourgogne, CIC 1432, Module Épidémiologie Clinique, Dijon, France
| | - Michal Abrahamowicz
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada
| | - Corinne Antoine
- Agence de Biomédecine, Direction Prélèvement Greffe Organes-Tissus, Saint-Denis, France
| | - Sébastien Dharancy
- Service des maladies de l'appareil digestif, CHRU de Lille, Lille, France
- Université Lille 2 and Inserm U795, Lille, France
| | - Jérôme Dumortier
- Service d'Hépa-gastroentérologie, Hôpital Édouard Herriot, Hospices Civils de Lyon, Lyon, France
| | - Alexandre Doussot
- Service de Chirurgie Hépato-biliaire, Hôpital Jean Minjoz, Besançon, France
| | | | | | - Filomena Conti
- Service d'Hépatologie, Hôpital Pitié-Salpêtrière, Assistance Publique des Hôpitaux de Paris, Paris, France
| | - Claire Francoz
- Service d'hépatologie, Hôpital Beaujon, Assistance Publique des Hôpitaux de Paris, Paris, France
| | | | - Ephrem Salame
- Service de chirurgie digestive et transplantation hépatique, CHU Tours, Tours, France
| | | | - Audrey Coilly
- Service d'Hépatologie, Hôpital Paul Brousse, Assistance Publique des Hôpitaux de Paris, Paris, France
| | - Jean Hardwigsen
- Service de chirurgie digestive et transplantation hépatique, CHU Marseille, Marseille, France
| | - Thomas Decaens
- Service d'hépato-gastroentérologie, CHU Grenoble, Grenoble, France
| | - Faiza Chermak
- Service d'Hépato-gastro-entérologie, CHU Bordeaux, Bordeaux, France
| | - Fabrice Muscari
- Service Chirurgie Hépato-Bilio-Pancréatique et Transplantation, CHU Toulouse, Toulouse, France
| | | | | | - Armand Abergel
- Hépatologie, CHU de Clermont Ferrand, Clermont-Ferrand, France
| | - Anne Minello
- Service d'Hépato-gastro-entérologie, CHU Dijon-Bourgogne, Dijon, France
| | - Thomas Mouillot
- Service d'Hépato-gastro-entérologie, CHU Dijon-Bourgogne, Dijon, France
| | - Christine Binquet
- CHU Dijon Bourgogne, INSERM, Université de Bourgogne, CIC 1432, Module Épidémiologie Clinique, Dijon, France
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Dajti G, Germinario G, Prosperi E, Siniscalchi A, Vasuri F, Valente S, Odaldi F, Maroni L, Serenari M, Bertuzzo V, Laurenzi A, Del Gaudio M, Cescon M, Ravaioli M. The role of cold ischemia time and hypothermic perfusion in predicting early hepatocellular carcinoma recurrences after liver transplantation. Artif Organs 2024; 48:619-625. [PMID: 38270476 DOI: 10.1111/aor.14715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Revised: 12/28/2023] [Accepted: 01/08/2024] [Indexed: 01/26/2024]
Abstract
AIM The aim of the study was to identify predictors of early tumor recurrence in patients with hepatocellular carcinoma (HCC) after liver transplantation (LT). METHODS Retrospective cohort study in 237 consecutive liver recipients with HCC between 2016 and 2021. Multivariate logistic analysis was performed to identify predictors of early HCC recurrences. The impact of hypothermic-oxygenated perfusion (HOPE) on outcome was analyzed after propensity score weighting. RESULTS Early recurrences were observed in 15 cases. Microvascular invasion (OR 3.737, 95% CI 1.246-11.206, p = 0.019) and cold ischemia time (OR 1.155, 95% CI 1.001-1.333, p = 0.049) were independently associated with a lower risk of HCC recurrences. After balancing for relevant variables, patients in the HOPE group had lower rates of tumor recurrence (weighted OR 0.126, 95% CI 0.016-0.989, p = 0.049) and higher recurrence free survival (weighted HR 0.132, 95% CI 0.017-0.999, p = 0.050). CONCLUSION Reducing cold ischemia time and graft perfusion with HOPE can lead to lower rates of early HCC recurrences and higher recurrence-free survival.
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Affiliation(s)
- Gerti Dajti
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
| | - Giuliana Germinario
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
- General Surgery and Transplantation Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Enrico Prosperi
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
- General Surgery and Transplantation Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Antonio Siniscalchi
- Intensive Care Unit, IRCSS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Francesco Vasuri
- Department of Specialized, Experimental and Diagnostic Medicine (DIMES), University of Bologna, Bologna, Italy
| | - Sabrina Valente
- Department of Specialized, Experimental and Diagnostic Medicine (DIMES), University of Bologna, Bologna, Italy
| | - Federica Odaldi
- General Surgery and Transplantation Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Lorenzo Maroni
- General Surgery and Transplantation Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Matteo Serenari
- General Surgery and Transplantation Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Valentina Bertuzzo
- General Surgery and Transplantation Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Andrea Laurenzi
- General Surgery and Transplantation Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Massimo Del Gaudio
- General Surgery and Transplantation Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Matteo Cescon
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
- General Surgery and Transplantation Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Matteo Ravaioli
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
- General Surgery and Transplantation Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
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29
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Lin Y, Huang H, Cao J, Zhang K, Chen R, Jiang J, Yi X, Feng S, Liu J, Zheng S, Ling Q. An integrated proteomics and metabolomics approach to assess graft quality and predict early allograft dysfunction after liver transplantation: a retrospective cohort study. Int J Surg 2024; 110:3480-3494. [PMID: 38502860 PMCID: PMC11175820 DOI: 10.1097/js9.0000000000001292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 02/22/2024] [Indexed: 03/21/2024]
Abstract
BACKGROUND Early allograft dysfunction (EAD) is a common complication after liver transplantation (LT) and is associated with poor prognosis. Graft itself plays a major role in the development of EAD. We aimed to reveal the EAD-specific molecular profiles to assess graft quality and establish EAD predictive models. METHODS A total of 223 patients who underwent LT were enrolled and divided into training ( n =73) and validation ( n =150) sets. In the training set, proteomics was performed on graft biopsies, together with metabolomics on paired perfusates. Differential expression, enrichment analysis, and protein-protein interaction network were used to identify the key molecules and pathways involved. EAD predictive models were constructed using machine learning and verified in the validation set. RESULTS A total of 335 proteins were differentially expressed between the EAD and non-EAD groups. These proteins were significantly enriched in triglyceride and glycerophospholipid metabolism, neutrophil degranulation, and the MET-related signaling pathway. The top 12 graft proteins involved in the aforementioned processes were identified, including GPAT1, LPIN3, TGFB1, CD59, and SOS1. Moreover, downstream metabolic products, such as lactate dehydrogenase, interleukin-8, triglycerides, and the phosphatidylcholine/phosphorylethanolamine ratio in the paired perfusate displayed a close relationship with the graft proteins. To predict the occurrence of EAD, an integrated model using perfusate metabolic products and clinical parameters showed areas under the curve of 0.915 and 0.833 for the training and validation sets, respectively. It displayed superior predictive efficacy than that of currently existing models, including donor risk index and D-MELD scores. CONCLUSIONS We identified novel biomarkers in both grafts and perfusates that could be used to assess graft quality and provide new insights into the etiology of EAD. Herein, we also offer a valid tool for the early prediction of EAD.
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Affiliation(s)
- Yimou Lin
- Department of Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
| | - Haitao Huang
- Department of Surgery, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Jiaying Cao
- Department of Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
| | - Ke Zhang
- Department of Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
| | - Ruihan Chen
- Department of Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
| | - Jingyu Jiang
- Department of Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
| | - Xuewen Yi
- Department of Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
| | - Shi Feng
- Department of Pathology, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Jimin Liu
- Department of Pathology and Molecular Medicine, Faculty of Health Sciences, McMaster University, Hamilton, Canada
| | - Shusen Zheng
- Department of Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, National Medical Center for Infectious Diseases, Hangzhou, China
| | - Qi Ling
- Department of Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Department of Surgery, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, National Medical Center for Infectious Diseases, Hangzhou, China
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30
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Wisel SA, Borja-Cacho D, Megna D, Adjei M, Kim IK, Steggerda JA. Organ Utilization Rates from Non-Ideal Donors for Solid Organ Transplant in the United States. J Clin Med 2024; 13:3271. [PMID: 38892982 PMCID: PMC11172619 DOI: 10.3390/jcm13113271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 05/16/2024] [Accepted: 05/25/2024] [Indexed: 06/21/2024] Open
Abstract
Background: Non-ideal donors provide acceptable allografts and may expand the donor pool. This study evaluates donor utilization across solid organs over 15-years in the United States. Methods: We analyzed the OPTN STAR database to identify potential donors across three donor eras: 2005-2009, 2010-2014, and 2015-2019. Donors were analyzed by a composite Donor Utilization Score (DUS), comprised of donor age and comorbidities. Outcomes of interest were overall and organ-specific donor utilization. Descriptive analyses and multivariable logistic regression modeling were performed. p-values < 0.01 considered significant. Results: Of 132,465 donors, 32,710 (24.7%) were identified as non-ideal donors (NID), based on a DUS ≥ 3. Compared to ideal donors (ID), NID were older (median 56 years, IQR 51-64 years vs. 35 years, 22-48 years, p < 0.001) and more frequently female (44.3% vs. 39.1%, p < 0.001), Black (22.1% vs. 14.6%, p < 0.001) and obese (60.7% vs. 19.6%, p < 0.001). The likelihood of overall DBD utilization from NID increased from Era 1 to Era 2 (OR 1.227, 95% CI 1.123-1.341, p < 0.001) and Era 3 (OR 1.504, 1.376-1.643, p < 0.001), while DCD donor utilization in NID was not statistically different across Eras. Compared to Era 1, the likelihood of DBD utilization from NID for kidney transplantation was lower in Era 2 (OR 0.882, 0.822-0.946) and Era 3 (OR 0.938, 0.876-1.004, p = 0.002). The likelihood of NID utilization increased in Era 3 compared to Era 1 for livers (OR 1.511, 1.411-1.618, p < 0.001), hearts (OR 1.623, 1.415-1.862, p < 0.001), and lungs (OR 2.251, 2.011-2.520, p < 0.001). Conclusions: Using a universal definition of NID across organs, NID donor utilization is increasing; however, use of DUS may improve resource utilization in identifying donors at highest likelihood for multi-organ donation.
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Affiliation(s)
- Steven A. Wisel
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; (S.A.W.); (M.A.); (I.K.K.)
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Daniel Borja-Cacho
- Division of Transplant Surgery, Department of Surgery, Northwestern Memorial Hospital, Chicago, IL 60611, USA
| | - Dominick Megna
- Division of Cardiothoracic Surgery, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Michie Adjei
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; (S.A.W.); (M.A.); (I.K.K.)
| | - Irene K. Kim
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; (S.A.W.); (M.A.); (I.K.K.)
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Justin A. Steggerda
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; (S.A.W.); (M.A.); (I.K.K.)
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
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Liu HX, Wang X, Xu MM, Wang Y, Lai M, Li GM, Meng QH. A new prediction model for acute kidney injury following liver transplantation using grafts from donors after cardiac death. Front Med (Lausanne) 2024; 11:1389695. [PMID: 38873211 PMCID: PMC11169688 DOI: 10.3389/fmed.2024.1389695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 04/30/2024] [Indexed: 06/15/2024] Open
Abstract
Acute kidney injury (AKI) is a major complication following liver transplantation (LT), which utilizes grafts from donors after cardiac death (DCD). We developed a machine-learning-based model to predict AKI, using data from 894 LT recipients (January 2015-March 2021), split into training and testing sets. Five machine learning algorithms were employed to construct the prediction models using 17 clinical variables. The performance of the models was assessed by the area under the receiver operating characteristic curve (AUC), accuracy, F1-score, sensitivity and specificity. The best-performing model was further validated in an independent cohort of 195 LT recipients who received DCD grafts between April 2021 and December 2021. The Shapley additive explanations method was utilized to elucidate the predictions and identify the most crucial features. The gradient boosting machine (GBM) model demonstrated the highest AUC (0.76, 95% CI: 0.70-0.82), F1-score (0.73, 95% CI: 0.66-0.79) and sensitivity (0.74, 95% CI: 0.66-0.80) in the testing set and a comparable AUC (0.75, 95% CI: 0.67-0.81) in the validation set. The GBM model identified high preoperative indirect bilirubin, low intraoperative urine output, prolonged anesthesia duration, low preoperative platelet count and graft steatosis graded NASH Clinical Research Network 1 and above as the top five important features for predicting AKI following LT using DCD grafts. The GBM model is a reliable and interpretable tool for predicting AKI in recipients of LT using DCD grafts. This model can assist clinicians in identifying patients at high risk and providing timely interventions to prevent or mitigate AKI.
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Affiliation(s)
- Hai-Xia Liu
- Department of Critical Care Medicine, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Xin Wang
- Department of Critical Care Medicine, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Man-Man Xu
- Department of the Forth Wards of Liver Disease, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Yi Wang
- Department of Critical Care Medicine, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Man Lai
- Department of Critical Care Medicine, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Guang-Ming Li
- Department of Liver Transplantation Center, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Qing-Hua Meng
- Department of Medical Oncology, Beijing Youan Hospital, Capital Medical University, Beijing, China
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32
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Freitas ACTD, Giacomitti IS, Almeida VMD, Coelho JCU. LIVER RETRANSPLANTATION: PROGNOSTIC SCORES AND RESULTS IN THE STATE OF PARANÁ. ARQUIVOS BRASILEIROS DE CIRURGIA DIGESTIVA : ABCD = BRAZILIAN ARCHIVES OF DIGESTIVE SURGERY 2024; 37:e1802. [PMID: 38775559 PMCID: PMC11104738 DOI: 10.1590/0102-672020240009e1802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 03/07/2024] [Indexed: 05/25/2024]
Abstract
BACKGROUND Hepatic retransplantation is associated with higher morbidity and mortality when compared to primary transplantation. Given the scarcity of organs and the need for efficient allocation, evaluating parameters that can predict post-retransplant survival is crucial. AIMS This study aimed to analyze prognostic scores and outcomes of hepatic retransplantation. METHODS Data on primary transplants and retransplants carried out in the state of Paraná in 2019 and 2020 were analyzed. The two groups were compared based on 30-day survival and the main prognostic scores of the donor and recipient, namely Model for End-Stage Liver Disease (MELD), MELD-albumin (MELD-a), Donor MELD (D-MELD), Survival Outcomes Following Liver Transplantation (SOFT), Preallocation Score to Predict Survival Outcomes Following Liver Transplantation (P-SOFT), and Balance of Risk (BAR). RESULTS A total of 425 primary transplants and 30 retransplants were included in the study. The main etiology of hepatopathy in primary transplantation was ethylism (n=140; 31.0%), and the main reasons for retransplantation were primary graft dysfunction (n=10; 33.3%) and hepatic artery thrombosis (n=8; 26.2%). The 30-day survival rate was higher in primary transplants than in retransplants (80.5% vs. 36.7%, p=0.001). Prognostic scores were higher in retransplants than in primary transplants: MELD 30.6 vs. 20.7 (p=0.001); MELD-a 31.5 vs. 23.5 (p=0.001); D-MELD 1234.4 vs. 834.0 (p=0.034); SOFT 22.3 vs. 8.2 (p=0.001); P-SOFT 22.2 vs. 7.8 (p=0.001); and BAR 15.6 vs. 8.3 (p=0.001). No difference was found in terms of Donor Risk Index (DRI). CONCLUSIONS Retransplants exhibited lower survival rates at 30 days, as predicted by prognostic scores, but unrelated to the donor's condition.
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Affiliation(s)
| | - Israel Suckow Giacomitti
- Universidade Federal do Paraná, University Hospital, Digestive Surgery Unit - Curitiba (PR), Brazil
| | | | - Júlio Cezar Uili Coelho
- Universidade Federal do Paraná, University Hospital, Digestive Surgery Unit - Curitiba (PR), Brazil
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Campsen J, Poole C. CT-Based Hounsfield Units for Pre-donation Liver Steatosis Assessment: Enhancing Transplant Outcomes and Efficiency. Cureus 2024; 16:e61196. [PMID: 38939256 PMCID: PMC11208326 DOI: 10.7759/cureus.61196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/27/2024] [Indexed: 06/29/2024] Open
Abstract
Steatotic liver grafts are associated with increased post-transplant complications and graft failure. The field of transplantation faces a challenge in the absence of a reliable pre-donation protocol for quantitatively assessing steatosis in cadaveric liver grafts. Current pre-donation evaluation protocols often involve non-contrast computed tomography (CT) scans of the chest and/or abdomen as an initial step in organ donation assessment. These routine scans have the potential to identify and quantify hepatic fat content when more than 20% of the liver parenchyma is affected. By incorporating both abdominal and thoracic CT scans during the donor workup, an assessment of the quality of the liver and spleen can be achieved. Our study is based on the hypothesis that a precise pre-donation evaluation utilizing Hounsfield units (HU) derived from CT images of the liver and spleen can provide transplant programs with crucial data regarding the extent of steatosis. This approach is envisioned as a significant advancement that could potentially eliminate the need for preoperative liver biopsies by offering essential information to streamline the evaluation process.
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Affiliation(s)
- Jeffrey Campsen
- Surgery, University of Utah School of Medicine, Salt Lake City, USA
- Organ Procurement Organization, Donor Connect, Salt Lake City, USA
| | - Carrie Poole
- Organ Procurement Organization, Donor Connect, Salt Lake City, USA
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34
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Panayotova GG, Lunsford KE, Quillin RC, Rana A, Agopian VG, Lee-Riddle GS, Markovic D, Paterno F, Griesemer AD, Amin A, Alonso D, Rocca JP, Borja-Cacho D, Hernandez-Alejandro R, Fung JJ, Pelletier SJ, Shah SA, Guarrera JV. Portable hypothermic oxygenated machine perfusion for organ preservation in liver transplantation: A randomized, open-label, clinical trial. Hepatology 2024; 79:1033-1047. [PMID: 38090880 PMCID: PMC11019979 DOI: 10.1097/hep.0000000000000715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 11/01/2023] [Indexed: 02/27/2024]
Abstract
BACKGROUND AND AIMS In liver transplantation, cold preservation induces ischemia, resulting in significant reperfusion injury. Hypothermic oxygenated machine perfusion (HMP-O 2 ) has shown benefits compared to static cold storage (SCS) by limiting ischemia-reperfusion injury. This study reports outcomes using a novel portable HMP-O 2 device in the first US randomized control trial. APPROACH AND RESULTS The PILOT trial (NCT03484455) was a multicenter, randomized, open-label, noninferiority trial, with participants randomized to HMP-O 2 or SCS. HMP-O 2 livers were preserved using the Lifeport Liver Transporter and Vasosol perfusion solution. The primary outcome was early allograft dysfunction. Noninferiority margin was 7.5%. From April 3, 2019, to July 12, 2022, 179 patients were randomized to HMP-O 2 (n=90) or SCS (n=89). The per-protocol cohort included 63 HMP-O 2 and 73 SCS. Early allograft dysfunction occurred in 11.1% HMP-O 2 (N=7) and 16.4% SCS (N=12). The risk difference between HMP-O 2 and SCS was -5.33% (one-sided 95% upper confidence limit of 5.81%), establishing noninferiority. The risk of graft failure as predicted by Liver Graft Assessment Following Transplant score at seven days (L-GrAFT 7 ) was lower with HMP-O 2 [median (IQR) 3.4% (2.4-6.5) vs. 4.5% (2.9-9.4), p =0.024]. Primary nonfunction occurred in 2.2% of all SCS (n=3, p =0.10). Biliary strictures occurred in 16.4% SCS (n=12) and 6.3% (n=4) HMP-O 2 ( p =0.18). Nonanastomotic biliary strictures occurred only in SCS (n=4). CONCLUSIONS HMP-O 2 demonstrates safety and noninferior efficacy for liver graft preservation in comparison to SCS. Early allograft failure by L-GrAFT 7 was lower in HMP-O 2 , suggesting improved early clinical function. Recipients of HMP-O 2 livers also demonstrated a lower incidence of primary nonfunction and biliary strictures, although this difference did not reach significance.
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Affiliation(s)
- Guergana G. Panayotova
- Department of Surgery, Division of Transplant and HPB Surgery, Rutgers New Jersey Medical School, Newark, New Jersey, USA
| | - Keri E. Lunsford
- Department of Surgery, Division of Transplant and HPB Surgery, Rutgers New Jersey Medical School, Newark, New Jersey, USA
| | - R. Cutler Quillin
- Department of Surgery, Division of Transplantation, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Abbas Rana
- Department of Surgery, Division of Abdominal Transplantation and Hepatobiliary Surgery, Baylor College of Medicine, Houston, Texas, USA
| | - Vatche G. Agopian
- Department of Surgery, Dumont-UCLA Liver Cancer and Transplant Center, Pfleger Liver Institute, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California, USA
| | - Grace S. Lee-Riddle
- Department of Surgery, Division of Transplant and HPB Surgery, Rutgers New Jersey Medical School, Newark, New Jersey, USA
| | - Daniela Markovic
- Department of Surgery, Dumont-UCLA Liver Cancer and Transplant Center, Pfleger Liver Institute, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California, USA
| | - Flavio Paterno
- Department of Surgery, Division of Transplant and HPB Surgery, Rutgers New Jersey Medical School, Newark, New Jersey, USA
| | - Adam D. Griesemer
- Department of Surgery, Transplant Institute, NYU Langone Medical Center, New York, New York, USA
| | - Arpit Amin
- Department of Surgery, Division of Transplant and HPB Surgery, Rutgers New Jersey Medical School, Newark, New Jersey, USA
| | - Diane Alonso
- Department of Transplant, Intermountain Medical Center, Murray, Utah, USA
| | - Juan P. Rocca
- Department of Surgery, Division of Liver Transplantation and Hepatobiliary Surgery, Weill Cornell Medicine, New York, New York, USA
| | - Daniel Borja-Cacho
- Department of Surgery, Division of Transplantation, Northwestern Memorial Hospital, Chicago, Illinois, USA
| | - Roberto Hernandez-Alejandro
- Department of Surgery, Division of Transplantation and Hepatobiliary Surgery, University of Rochester, Rochester, New York, USA
| | - John J. Fung
- Department of Surgery, Section of Abdominal Organ Transplantation, The University of Chicago Medicine, Chicago, Illinois, USA
| | - Shawn J. Pelletier
- Department of Surgery, Division of Transplantation Surgery, University of Virginia Health System, Charlottesville, Virginia, USA
| | - Shimul A. Shah
- Department of Surgery, Division of Transplantation, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - James V. Guarrera
- Department of Surgery, Division of Transplant and HPB Surgery, Rutgers New Jersey Medical School, Newark, New Jersey, USA
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35
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Wang BK, Shubin AD, Harvey JA, MacConmara MM, Hwang CS, Patel MS, Vagefi PA. From Patients to Providers: Assessing Impact of Normothermic Machine Perfusion on Liver Transplant Practices in the US. J Am Coll Surg 2024; 238:844-852. [PMID: 38078619 DOI: 10.1097/xcs.0000000000000924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/18/2024]
Abstract
BACKGROUND Normothermic machine perfusion (NMP) of livers allows for the expansion of the donor pool and minimization of posttransplant complications. Results to date have focused on both donor and recipient outcomes, but there remains potential for NMP to also impact transplant providers. STUDY DESIGN Using United Network for Organ Sharing Standard Transplant Analysis file data, adult deceased donors who underwent transplantation between January 1, 2016, and December 31, 2022, were identified. Transplanted livers were divided by preservation methods (static cold storage [SCS] and NMP) and case time (day-reperfusion 8 am to 6 pm ). Patient factors, transplant characteristics, and short-term outcomes were analyzed between Mahalanobis-metric-matched groups. RESULTS NMP livers represented 742 (1.4%) of 52,132 transplants. NMP donors were more marginal with higher Donor Risk Index scores (1.78 ± 0.50 NMP vs 1.49 ± 0.38 SCS, p < 0.001) and donation after cardiac death frequency (36.9% vs 8.4%, p < 0.001). NMP recipients more often had model for end-stage liver disease (MELD) exception status (29.9% vs 23.4%, p < 0.001), lower laboratory MELD scores (20.7 ± 9.7 vs 24.3 ± 10.9, p < 0.001), and had been waitlisted longer (111.5 [21.0 to 307.0] vs 60.0 [9.0 to 245.0] days, p < 0.001). One-year graft survival (90.2% vs 91.6%, p = 0.505) was similar between groups, whereas length of stay was lower for NMP recipients (8.0 [6.0 to 14.0] vs 10.0 [6.0 to 16.0], p = 0.017) after adjusting for confounders. Notably, peak case volume occurred at 11 am with NMP livers (vs 9 pm with SCS). Overall, a higher proportion of transplants was performed during daytime hours with NMP (51.5% vs 43.0%, p < 0.001). CONCLUSIONS NMP results in increased use of marginal allografts, which facilitated transplantation in lower laboratory MELD recipients who have been waitlisted longer and often have exception points. Importantly, NMP also appeared to shift peak caseloads from nighttime to daytime, which may have significant effects on the quality of life for the entire liver transplant team.
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Affiliation(s)
- Benjamin K Wang
- From the Division of Surgical Transplantation, Department of Surgery, University of Texas Southwestern Medical Center, Dallas, TX (Wang, Shubin, Harvey, Hwang, Patel, Vagefi)
| | - Andrew D Shubin
- From the Division of Surgical Transplantation, Department of Surgery, University of Texas Southwestern Medical Center, Dallas, TX (Wang, Shubin, Harvey, Hwang, Patel, Vagefi)
| | - Jalen A Harvey
- From the Division of Surgical Transplantation, Department of Surgery, University of Texas Southwestern Medical Center, Dallas, TX (Wang, Shubin, Harvey, Hwang, Patel, Vagefi)
| | | | - Christine S Hwang
- From the Division of Surgical Transplantation, Department of Surgery, University of Texas Southwestern Medical Center, Dallas, TX (Wang, Shubin, Harvey, Hwang, Patel, Vagefi)
| | - Madhukar S Patel
- From the Division of Surgical Transplantation, Department of Surgery, University of Texas Southwestern Medical Center, Dallas, TX (Wang, Shubin, Harvey, Hwang, Patel, Vagefi)
| | - Parsia A Vagefi
- From the Division of Surgical Transplantation, Department of Surgery, University of Texas Southwestern Medical Center, Dallas, TX (Wang, Shubin, Harvey, Hwang, Patel, Vagefi)
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Zott T, Pereyra D, Kersten I, Ortner M, Hüpper MN, Starlinger P, Berlakovich GA, Silberhumer GR. Characterization of Perioperative Serotonin in Patients Undergoing Orthotopic Liver Transplantation. J Clin Med 2024; 13:2640. [PMID: 38731169 PMCID: PMC11084934 DOI: 10.3390/jcm13092640] [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: 03/12/2024] [Revised: 04/13/2024] [Accepted: 04/27/2024] [Indexed: 05/13/2024] Open
Abstract
Background: Platelets were shown to be relevant for liver regeneration. In particular, platelet-stored serotonin (5-HT) proved to be a pro-regenerative factor in this process. The present study aimed to investigate the perioperative course of 5-HT and evaluate associations with patient and graft outcomes after othotopic liver transplantation (OLT). Methods: 5-HT was quantified in plasma and serum of 44 OLT recipients perioperatively, and in their respective donors. Olthoff's criteria for early allograft dysfunction (EAD) were used to evaluate postoperative outcomes. Results: Patients with higher donor intra-platelet 5-HT per platelet (IP 5-HT PP) values had significantly lower postoperative transaminases (ASAT POD1: p = 0.006, ASAT POD5: p = 0.006, ASAT POD10: p = 0.02, ALAT POD1: p = 0.034, ALAT POD5: p = 0.017, ALAT POD10: p = 0.04). No significant differences were seen between postoperative 5-HT values and the occurrence of EAD. A tendency was measured that donor IP 5-HT PP is lower in donor-recipient pairs that developed EAD (p = 0.07). Conclusions: Donor IP 5-HT PP might be linked to the postoperative development of EAD after OLT, as higher donor levels are correlated with a more favorable postoperative course of transaminases. Further studies with larger cohorts are needed to validate these findings.
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Affiliation(s)
- Tobias Zott
- Clinical Department of Transplantation, University Clinic for General Surgery, Medical University of Vienna, 1090 Vienna, Austria (G.R.S.)
- Clinical Department of General Surgery, University Clinic for General Surgery, Medical University of Vienna, 1090 Vienna, Austria
| | - David Pereyra
- Clinical Department of Transplantation, University Clinic for General Surgery, Medical University of Vienna, 1090 Vienna, Austria (G.R.S.)
- Clinical Department of General Surgery, University Clinic for General Surgery, Medical University of Vienna, 1090 Vienna, Austria
| | - Isabelle Kersten
- Clinical Department of Transplantation, University Clinic for General Surgery, Medical University of Vienna, 1090 Vienna, Austria (G.R.S.)
- Department of General Surgery, LMU Munich, 81377 Munich, Germany
| | - Max Ortner
- Clinical Department of Transplantation, University Clinic for General Surgery, Medical University of Vienna, 1090 Vienna, Austria (G.R.S.)
| | - Maria Noelle Hüpper
- Clinical Department of Transplantation, University Clinic for General Surgery, Medical University of Vienna, 1090 Vienna, Austria (G.R.S.)
| | - Patrick Starlinger
- Clinical Department of General Surgery, University Clinic for General Surgery, Medical University of Vienna, 1090 Vienna, Austria
- Department of General Surgery, Mayo Clinic, Rochester, MN 55902, USA
| | - Gabriela A. Berlakovich
- Clinical Department of Transplantation, University Clinic for General Surgery, Medical University of Vienna, 1090 Vienna, Austria (G.R.S.)
| | - Gerd R. Silberhumer
- Clinical Department of Transplantation, University Clinic for General Surgery, Medical University of Vienna, 1090 Vienna, Austria (G.R.S.)
- Clinical Department of General Surgery, University Clinic for General Surgery, Medical University of Vienna, 1090 Vienna, Austria
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Xiang Z, Li J, Zeng H, Xiang X, Gao F, Wang K, Wei X, Zheng S, Xu X. Current Understanding of Marginal Grafts in Liver Transplantation. Aging Dis 2024:AD.2024.0214. [PMID: 38607739 DOI: 10.14336/ad.2024.0214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Accepted: 02/14/2024] [Indexed: 04/14/2024] Open
Abstract
End-stage liver disease (ESLD), stemming from a spectrum of chronic liver pathologies including chronic liver failure, acute cirrhosis decompensation and hepatocellular carcinoma, imposes a significant global healthcare burden. Liver transplantation (LT) remains the only treatment for ESLD. However, the escalating mortality on transplant waitlists has prompted the utilization of marginal liver grafts in LT procedures. These grafts primarily encompass elderly livers, steatotic livers, livers from donation after circulatory death, split livers and those infected with the hepatitis virus. While the expansion of the donor pool offers promise, it also introduces concomitant risks. These encompass graft failure, biliary and cardiovascular complications, the recurrence of liver disease and reduced patient and graft survival. Consequently, various established strategies, ranging from improved donor-recipient matching to surgical interventions, have emerged to mitigate these risks. This article undertakes a comprehensive assessment of the current landscape, evaluating the viability of diverse marginal liver grafts. Additionally, it synthesizes approaches aimed at enhancing the quality of such marginal liver grafts. The overarching objective is to augment the donor pool and ameliorate the risk factors associated with the shortage of liver grafts.
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Affiliation(s)
- Ze Xiang
- Department of Hepatobiliary and Pancreatic Surgery, Hangzhou First People's Hospital, Hangzhou 310006, China
- Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Jiarui Li
- Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Huixuan Zeng
- Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Xiaonan Xiang
- Zhejiang University School of Medicine, Hangzhou 310058, China
- Department of Surgery, University of Cambridge and NIHR Cambridge Biomedical Research Centre, Cambridge, Cambridgeshire, UK
| | - Fengqiang Gao
- Department of Hepatobiliary and Pancreatic Surgery, Hangzhou First People's Hospital, Hangzhou 310006, China
- Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Kai Wang
- Department of Hepatobiliary and Pancreatic Surgery, Hangzhou First People's Hospital, Hangzhou 310006, China
- Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Xuyong Wei
- Department of Hepatobiliary and Pancreatic Surgery, Hangzhou First People's Hospital, Hangzhou 310006, China
| | - Shusen Zheng
- Zhejiang University School of Medicine, Hangzhou 310058, China
- Shulan (Hangzhou) Hospital, Zhejiang Shuren University School of Medicine, Hangzhou 310022, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou 310003, China
| | - Xiao Xu
- Zhejiang University School of Medicine, Hangzhou 310058, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou 310003, China
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Wang WC, Wu TH, Hung HC, Lee JC, Cheng CH, Wang YC, Lee CF, Wu TJ, Chou HS, Chan KM, Lee WC. Liver regeneration of living donor after liver donation for transplantation: Disparity in the left and right remnant liver. Medicine (Baltimore) 2024; 103:e37632. [PMID: 38579088 PMCID: PMC10994454 DOI: 10.1097/md.0000000000037632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 02/26/2024] [Indexed: 04/07/2024] Open
Abstract
Donor safety is crucial for living donor liver transplantation (LDLT), and sufficient liver regeneration significantly affects outcomes of living donors. This study aimed to investigate clinical factors associated with liver regeneration in living donors. The study retrospectively reviewed 380 living donors who underwent liver donation at Chang Gung Memorial Hospital in Linkou. The clinical characteristics and medical parameters of donors were analyzed and compared according to liver donation graft type. There were 355 donors (93.4%) with right hemi-liver donations and 25 donors (6.6%) with left hemi-liver donations. Left hemi-liver donors had a higher body mass index (BMI) and a larger ratio of remnant liver volume (RLV) to total liver volume (TLV). However, the 2 groups showed no significant difference in the liver regeneration ratio. The type of remnant liver (P < .001), RLV/body weight (P = .027), RLV/TLV (P < .001), serum albumin on postoperative day 7 and total bilirubin levels on postoperative day 30 were the most significant factors affecting liver regeneration in living donors. In conclusion, adequate liver regeneration is essential for donor outcome after liver donation. The remnant liver could eventually regenerate to an adequate volume similar to the initial TLV before liver donation. However, the remnant left hemi-liver had a faster growth rate than the remnant right hemi-liver in donors.
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Affiliation(s)
- Wei-Cheng Wang
- Department of General Surgery and Chang Gung Transplantation Institute, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Tsung-Han Wu
- Department of General Surgery and Chang Gung Transplantation Institute, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Hao-Chien Hung
- Department of General Surgery and Chang Gung Transplantation Institute, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Jin-Chiao Lee
- Department of General Surgery and Chang Gung Transplantation Institute, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Chih-Hsien Cheng
- Department of General Surgery and Chang Gung Transplantation Institute, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Yu-Chao Wang
- Department of General Surgery and Chang Gung Transplantation Institute, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Chen-Fang Lee
- Department of General Surgery and Chang Gung Transplantation Institute, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Ting-Jung Wu
- Department of General Surgery and Chang Gung Transplantation Institute, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Hong-Shiue Chou
- Department of General Surgery and Chang Gung Transplantation Institute, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Kun-Ming Chan
- Department of General Surgery and Chang Gung Transplantation Institute, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Wei-Chen Lee
- Department of General Surgery and Chang Gung Transplantation Institute, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
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Kim DS, Yoon YI, Kim BK, Choudhury A, Kulkarni A, Park JY, Kim J, Sinn DH, Joo DJ, Choi Y, Lee JH, Choi HJ, Yoon KT, Yim SY, Park CS, Kim DG, Lee HW, Choi WM, Chon YE, Kang WH, Rhu J, Lee JG, Cho Y, Sung PS, Lee HA, Kim JH, Bae SH, Yang JM, Suh KS, Al Mahtab M, Tan SS, Abbas Z, Shresta A, Alam S, Arora A, Kumar A, Rathi P, Bhavani R, Panackel C, Lee KC, Li J, Yu ML, George J, Tanwandee T, Hsieh SY, Yong CC, Rela M, Lin HC, Omata M, Sarin SK. Asian Pacific Association for the Study of the Liver clinical practice guidelines on liver transplantation. Hepatol Int 2024; 18:299-383. [PMID: 38416312 DOI: 10.1007/s12072-023-10629-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 12/18/2023] [Indexed: 02/29/2024]
Abstract
Liver transplantation is a highly complex and challenging field of clinical practice. Although it was originally developed in western countries, it has been further advanced in Asian countries through the use of living donor liver transplantation. This method of transplantation is the only available option in many countries in the Asia-Pacific region due to the lack of deceased organ donation. As a result of this clinical situation, there is a growing need for guidelines that are specific to the Asia-Pacific region. These guidelines provide comprehensive recommendations for evidence-based management throughout the entire process of liver transplantation, covering both deceased and living donor liver transplantation. In addition, the development of these guidelines has been a collaborative effort between medical professionals from various countries in the region. This has allowed for the inclusion of diverse perspectives and experiences, leading to a more comprehensive and effective set of guidelines.
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Affiliation(s)
- Dong-Sik Kim
- Department of Surgery, Korea University College of Medicine, Seoul, Republic of Korea
| | - Young-In Yoon
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Beom Kyung Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | | | | | - Jun Yong Park
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jongman Kim
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Dong Hyun Sinn
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Dong Jin Joo
- Department of Surgery, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - YoungRok Choi
- Department of Surgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jeong-Hoon Lee
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Ho Joong Choi
- Department of Surgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Ki Tae Yoon
- Department of Internal Medicine, Pusan National University College of Medicine, Yangsan, Republic of Korea
| | - Sun Young Yim
- Department of Internal Medicine, Korea University College of Medicine, Seoul, Republic of Korea
| | - Cheon-Soo Park
- Department of Surgery, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Deok-Gie Kim
- Department of Surgery, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Hae Won Lee
- Department of Surgery, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Won-Mook Choi
- Department of Gastroenterology, Liver Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Young Eun Chon
- Department of Internal Medicine, CHA Bundang Medical Center, CHA University, Seongnam, Republic of Korea
| | - Woo-Hyoung Kang
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jinsoo Rhu
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jae Geun Lee
- Department of Surgery, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Yuri Cho
- Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Ilsan, Republic of Korea
| | - Pil Soo Sung
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Han Ah Lee
- Department of Internal Medicine, Ewha Womans University, Seoul, Republic of Korea
| | - Ji Hoon Kim
- Department of Internal Medicine, Korea University College of Medicine, Seoul, Republic of Korea
| | - Si Hyun Bae
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Jin Mo Yang
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.
| | - Kyung-Suk Suh
- Department of Surgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea.
| | - Mamun Al Mahtab
- Department of Hepatology, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Soek Siam Tan
- Department of Medicine, Hospital Selayang, Batu Caves, Selangor, Malaysia
| | - Zaigham Abbas
- Sindh Institute of Urology and Transplantation, Karachi, Pakistan
| | - Ananta Shresta
- Department of Hepatology, Alka Hospital, Lalitpur, Nepal
| | - Shahinul Alam
- Crescent Gastroliver and General Hospital, Dhaka, Bangladesh
| | - Anil Arora
- Department of Gastroenterology and Hepatology, Sir Ganga Ram Hospital New Delhi, New Delhi, India
| | - Ashish Kumar
- Department of Gastroenterology and Hepatology, Sir Ganga Ram Hospital New Delhi, New Delhi, India
| | - Pravin Rathi
- TN Medical College and BYL Nair Hospital, Mumbai, India
| | - Ruveena Bhavani
- University of Malaya Medical Centre, Petaling Jaya, Selangor, Malaysia
| | | | - Kuei Chuan Lee
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Jun Li
- College of Medicine, Zhejiang University, Hangzhou, China
| | - Ming-Lung Yu
- Department of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | | | | | | | | | | | - H C Lin
- Endoscopy Center for Diagnosis and Treatment, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Masao Omata
- Department of Gastroenterology, Yamanashi Central Hospital, Yamanashi, Japan
- University of Tokyo, Bunkyo City, Japan
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Chen Y, Churilla B, Ahn JB, Quint EE, Sandal S, Musunuru A, Pol RA, Hladek MD, Crews DC, Segev DL, McAdams-DeMarco M. Age Disparities in Access to First and Repeat Kidney Transplantation. Transplantation 2024; 108:845-853. [PMID: 37525348 PMCID: PMC10830888 DOI: 10.1097/tp.0000000000004747] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/02/2023]
Abstract
BACKGROUND Evidence suggests that older patients are less frequently placed on the waiting list for kidney transplantation (KT) than their younger counterparts. The trends and magnitude of this age disparity in access to first KT and repeat KT (re-KT) remain unclear. METHODS Using the US Renal Data System, we identified 2 496 743 adult transplant-naive dialysis patients and 110 338 adult recipients with graft failure between 1995 and 2018. We characterized the secular trends of age disparities and used Cox proportional hazard models to compare the chances of listing and receiving first KT versus re-KT by age (18-64 y versus ≥65 y). RESULTS Older transplant-naive dialysis patients were less likely to be listed (adjusted hazard ratio [aHR] = 0.18; 95% confidence interval [CI], 0.17-0.18) and receive first KT (aHR = 0.88; 95% CI, 0.87-0.89) compared with their younger counterparts. Additionally, older patients with graft failure had a lower chance of being listed (aHR = 0.40; 95% CI, 0.38-0.41) and receiving re-KT (aHR = 0.76; 95% CI, 0.72-0.81). The magnitude of the age disparity in being listed for first KT was greater than that for re-KT ( Pinteraction < 0.001), and there were no differences in the age disparities in receiving first KT or re-KT ( Pinteraction = 0.13). Between 1995 and 2018, the age disparity in listing for first KT reduced significantly ( P < 0.001), but the age disparities in re-KT remained the same ( P = 0.16). CONCLUSIONS Age disparities exist in access to both first KT and re-KT; however, some of this disparity is attenuated among older adults with graft failure. As the proportion of older patients with graft failure rises, a better understanding of factors that preclude their candidacy and identification of appropriate older patients are needed.
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Affiliation(s)
- Yusi Chen
- Department of Surgery, NYU Grossman School of Medicine and NYU Langone Health, New York, NY
| | - Bryce Churilla
- Department of Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - JiYoon B. Ahn
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Evelien E. Quint
- Division of Transplant Surgery, Department of Surgery, University Medical Center Groningen, Groningen, The Netherlands
| | - Shaifali Sandal
- Division of Nephrology, Department of Medicine, McGill University Health Centre, Montreal, Quebec, Canada
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Amrusha Musunuru
- Department of Surgery, NYU Grossman School of Medicine and NYU Langone Health, New York, NY
| | - Robert A. Pol
- Division of Transplant Surgery, Department of Surgery, University Medical Center Groningen, Groningen, The Netherlands
| | | | - Deidra C. Crews
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Dorry L. Segev
- Department of Surgery, NYU Grossman School of Medicine and NYU Langone Health, New York, NY
| | - Mara McAdams-DeMarco
- Department of Surgery, NYU Grossman School of Medicine and NYU Langone Health, New York, NY
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41
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Lee DU, Harmacinski A, Kolachana S, Bahadur A, Lee K, Lee KJ, Pu A, Chou H, Fan GH, Malik R. The role of donor sex on the post-liver transplant outcomes in patients with primary sclerosing cholangitis. Eur J Gastroenterol Hepatol 2024; 36:452-468. [PMID: 38407887 PMCID: PMC10922567 DOI: 10.1097/meg.0000000000002712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
BACKGROUND AND AIMS Primary sclerosing cholangitis (PSC) can result in hepatic decompensation and require liver transplantation (LT). This study investigates the effect of the sex of the donor and recipient as a prognostic risk factor for adverse outcomes after LT in patients with PSC. METHODS UNOS registry was used to select LT patients with PSC from 1987 to 2019. The study cohort was stratified based on the sex of the recipient and further subdivided based on the sex of the donor. The primary endpoints of this study were all-cause mortality and graft failure, which were evaluated using a sequential Cox regression analysis. RESULTS This study included 2829 patients; 906 female recipients were transplanted from 441 male donors and 465 female donors. 1923 male recipients were transplanted from 1194 male donors and 729 female donors. Within the mismatch analyses, the male-to-male recipients also had a significantly reduced hazard ratio of graft failure compared to female-to-male transplants [aHR 0.51, 95% confidence interval (CI) 0.33-0.79, P = 0.003]. No difference in graft failure was observed in the mismatched female recipient subgroup. The mismatched male recipient group also showed a decreased hazard ratio of mortality from graft rejection and respiratory causes. No differences in specific mortality causes were identified in the mismatched female recipient group. CONCLUSION This study demonstrated an increase in the risk of graft failure and mortality secondary to graft failure in male recipients of female donor livers. No differences in mortality or graft failure were identified in female recipients of male livers.
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Affiliation(s)
- David Uihwan Lee
- Division of Gastroenterology and Hepatology, University of Maryland, 620 W Lexington St, Baltimore, MD 21201, USA
| | - Ashton Harmacinski
- Division of Gastroenterology and Hepatology, University of Maryland, 620 W Lexington St, Baltimore, MD 21201, USA
| | - Sindhura Kolachana
- Division of Gastroenterology and Hepatology, University of Maryland, 620 W Lexington St, Baltimore, MD 21201, USA
| | - Aneesh Bahadur
- Liver Center, Division of Gastroenterology, Tufts Medical Center, 800 Washington Street, Boston, MA 02111, USA
| | - KeeSeok Lee
- Liver Center, Division of Gastroenterology, Tufts Medical Center, 800 Washington Street, Boston, MA 02111, USA
| | - Ki Jung Lee
- Liver Center, Division of Gastroenterology, Tufts Medical Center, 800 Washington Street, Boston, MA 02111, USA
| | - Alex Pu
- Liver Center, Division of Gastroenterology, Tufts Medical Center, 800 Washington Street, Boston, MA 02111, USA
| | - Harrison Chou
- Liver Center, Division of Gastroenterology, Tufts Medical Center, 800 Washington Street, Boston, MA 02111, USA
| | - Gregory Hongyuan Fan
- Liver Center, Division of Gastroenterology, Tufts Medical Center, 800 Washington Street, Boston, MA 02111, USA
| | - Raza Malik
- Liver Center, Division of Gastroenterology, Tufts Medical Center, 800 Washington Street, Boston, MA 02111, USA
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42
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Yanagawa R, Iwadoh K, Akabane M, Imaoka Y, Bozhilov KK, Melcher ML, Sasaki K. LightGBM outperforms other machine learning techniques in predicting graft failure after liver transplantation: Creation of a predictive model through large-scale analysis. Clin Transplant 2024; 38:e15316. [PMID: 38607291 DOI: 10.1111/ctr.15316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 03/18/2024] [Accepted: 03/24/2024] [Indexed: 04/13/2024]
Abstract
BACKGROUND The incidence of graft failure following liver transplantation (LTx) is consistent. While traditional risk scores for LTx have limited accuracy, the potential of machine learning (ML) in this area remains uncertain, despite its promise in other transplant domains. This study aims to determine ML's predictive limitations in LTx by replicating methods used in previous heart transplant research. METHODS This study utilized the UNOS STAR database, selecting 64,384 adult patients who underwent LTx between 2010 and 2020. Gradient boosting models (XGBoost and LightGBM) were used to predict 14, 30, and 90-day graft failure compared to conventional logistic regression model. Models were evaluated using both shuffled and rolling cross-validation (CV) methodologies. Model performance was assessed using the AUC across validation iterations. RESULTS In a study comparing predictive models for 14-day, 30-day and 90-day graft survival, LightGBM consistently outperformed other models, achieving the highest AUC of.740,.722, and.700 in shuffled CV methods. However, in rolling CV the accuracy of the model declined across every ML algorithm. The analysis revealed influential factors for graft survival prediction across all models, including total bilirubin, medical condition, recipient age, and donor AST, among others. Several features like donor age and recipient diabetes history were important in two out of three models. CONCLUSIONS LightGBM enhances short-term graft survival predictions post-LTx. However, due to changing medical practices and selection criteria, continuous model evaluation is essential. Future studies should focus on temporal variations, clinical implications, and ensure model transparency for broader medical utility.
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Affiliation(s)
| | - Kazuhiro Iwadoh
- Department of Transplant Surgery, Mita Hospital, International University of Health and Welfare, Tokyo, Japan
| | - Miho Akabane
- Division of Abdominal Transplant, Department of Surgery, Stanford University Medical Center, Stanford, California, USA
| | - Yuki Imaoka
- Division of Abdominal Transplant, Department of Surgery, Stanford University Medical Center, Stanford, California, USA
- Department of Gastroenterological and Transplant Surgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Kliment Krassimirov Bozhilov
- Division of Abdominal Transplant, Department of Surgery, Stanford University Medical Center, Stanford, California, USA
| | - Marc L Melcher
- Division of Abdominal Transplant, Department of Surgery, Stanford University Medical Center, Stanford, California, USA
| | - Kazunari Sasaki
- Division of Abdominal Transplant, Department of Surgery, Stanford University Medical Center, Stanford, California, USA
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Endo Y, Sasaki K, Munir MM, Woldesenbet S, Tsilimigras DI, Katayama E, Yang J, Limkemann A, Schenk A, Washburn K, Pawlik TM. Effect of the opioid crisis on the liver transplantation donor pool: A national analysis. Clin Transplant 2024; 38:e15290. [PMID: 38545890 DOI: 10.1111/ctr.15290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 01/22/2024] [Accepted: 03/03/2024] [Indexed: 04/20/2024]
Abstract
BACKGROUND Over the last decade there has been a surge in overdose deaths due to the opioid crisis. We sought to characterize the temporal change in overdose donor (OD) use in liver transplantation (LT), as well as associated post-LT outcomes, relative to the COVID-19 era. METHODS LT candidates and donors listed between January 2016 and September 2022 were identified from the Scientific Registry of Transplant Recipients database. Trends in LT donors and changes related to OD were assessed pre- versus post-COVID-19 (February 2020). RESULTS Between 2016 and 2022, most counties in the United States experienced an increase in overdose-related deaths (n = 1284, 92.3%) with many counties (n = 458, 32.9%) having more than a doubling in drug overdose deaths. Concurrently, there was an 11.2% increase in overall donors, including a 41.7% increase in the number of donors who died from drug overdose. In pre-COVID-19 overdose was the 4th top mechanism of donor death, while in the post-COVID-19 era, overdose was the 2nd most common cause of donor death. OD was younger (OD: 35 yrs, IQR 29-43 vs. non-OD: 43 yrs, IQR 31-56), had lower body mass index (≥35 kg/cm2, OD: 31.2% vs. non-OD: 33.5%), and was more likely to be HCV+ (OD: 28.9% vs. non-OD: 5.4%) with lower total bilirubin (≥1.1 mg/dL, OD: 12.9% vs. non-OD: 20.1%) (all p < .001). Receipt of an OD was not associated with worse graft survival (HR .94, 95% CI .88-1.01, p = .09). CONCLUSIONS Opioid deaths markedly increased following the COVID-19 pandemic, substantially altering the LT donor pool in the United States.
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Affiliation(s)
- Yutaka Endo
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Kazunari Sasaki
- Department of Surgery, Stanford University, Stanford, California, USA
| | - Muhammad Musaab Munir
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Selamawit Woldesenbet
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Diamantis I Tsilimigras
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Erryk Katayama
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Jason Yang
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Ashley Limkemann
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Austin Schenk
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Kenneth Washburn
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Timothy M Pawlik
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
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Kulkarni SS, Vachharajani NA, Hill AL, Kiani AZ, Stoll JM, Nadler ML, Chapman WC, Doyle MM, Khan AS. Utilization of older deceased donors for pediatric liver transplant may negatively impact long-term survival. J Pediatr Gastroenterol Nutr 2024; 78:898-908. [PMID: 38591666 DOI: 10.1002/jpn3.12106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 11/30/2023] [Accepted: 12/08/2023] [Indexed: 04/10/2024]
Abstract
BACKGROUND Multiple adult studies have investigated the role of older donors (ODs) in expanding the donor pool. However, the impact of donor age on pediatric liver transplantation (LT) has not been fully elucidated. METHODS UNOS database was used to identify pediatric (≤18 years) LTs performed in the United States during 2002-22. Donors ≥40 years at donation were classified as older donors (ODs). Propensity analysis was performed with 1:1 matching for potentially confounding variables. RESULTS A total of 10,024 pediatric liver transplantation (PLT) patients met inclusion criteria; 669 received liver grafts from ODs. Candidates receiving OD liver grafts were more likely to be transplanted for acute liver failure, have higher Model End-Stage Liver Disease/Pediatric End-Stage Liver Disease (MELD/PELD) scores at LT, listed as Status 1/1A at LT, and be in the intensive care unit (ICU) at time of LT (all p < 0.001). Kaplan-Meier (KM) analyses showed that recipients of OD grafts had worse patient and graft survival (p < 0.001) compared to recipients of younger donor (YD) grafts. KM analyses performed on candidates matched for acuity at LT revealed inferior patient and graft survival in recipients of deceased donor grafts (p < 0.001), but not living donor grafts (p > 0.1) from ODs. Cox regression analysis demonstrated that living donor LT, diagnosis of biliary atresia and first liver transplant were favorable predictors of recipient outcomes, whereas ICU stay before LT and transplantation during 2002-12 were unfavorable. CONCLUSION Livers from ODs were used for candidates with higher acuity. Pediatric recipients of livers from ODs had worse outcome compared to YDs; however, living donor LT from ODs had the least negative impact on recipient outcomes.
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Affiliation(s)
- Sakil S Kulkarni
- Department of Pediatrics, Division of Pediatric Hepatology, St. Louis Children's Hospital, St. Louis, Missouri, USA
| | - Neeta A Vachharajani
- Department of Surgery, Division of Abdominal Transplant Surgery, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Angela L Hill
- Department of Surgery, Division of Abdominal Transplant Surgery, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Amen Z Kiani
- Department of Surgery, Division of Abdominal Transplant Surgery, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Janis M Stoll
- Department of Pediatrics, Division of Pediatric Hepatology, St. Louis Children's Hospital, St. Louis, Missouri, USA
| | - Michelle L Nadler
- Department of Pediatrics, Division of Pediatric Hepatology, St. Louis Children's Hospital, St. Louis, Missouri, USA
| | - William C Chapman
- Department of Surgery, Division of Abdominal Transplant Surgery, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Maria M Doyle
- Department of Surgery, Division of Abdominal Transplant Surgery, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Adeel S Khan
- Department of Surgery, Division of Abdominal Transplant Surgery, Washington University in St. Louis, St. Louis, Missouri, USA
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Custodio G, Massutti AM, Caramori A, Pereira TG, Dalazen A, Scheidt G, Thomazini L, Leitão CB, Rech TH. Association of donor hepatectomy time with liver transplantation outcomes: A multicenter retrospective study. World J Transplant 2024; 14:89702. [PMID: 38576765 PMCID: PMC10989463 DOI: 10.5500/wjt.v14.i1.89702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 12/13/2023] [Accepted: 01/12/2024] [Indexed: 03/15/2024] Open
Abstract
BACKGROUND Prolonged donor hepatectomy time may be implicated in early and late complications of liver transplantation. AIM To evaluate the impact of donor hepatectomy time on outcomes of liver transplant recipients, mainly early allograft dysfunction. METHODS This multicenter retrospective study included brain-dead donors and adult liver graft recipients. Donor-recipient matching was obtained through a crossover list. Clinical and laboratory data were recorded for both donors and recipients. Donor hepatectomy, cold ischemia, and warm ischemia times were recorded. Primary outcome was early allograft dysfunction. Secondary outcomes included need for retransplantation, length of intensive care unit and hospital stay, and patient and graft survival at 12 months. RESULTS From January 2019 to December 2021, a total of 243 patients underwent a liver transplant from a brain-dead donor. Of these, 57 (25%) developed early allograft dysfunction. The median donor hepatectomy time was 29 (23-40) min. Patients with early allograft dysfunction had a median hepatectomy time of 25 (22-38) min, whereas those without it had a median time of 30 (24-40) min (P = 0.126). CONCLUSION Donor hepatectomy time was not associated with early allograft dysfunction, graft survival, or patient survival following liver transplantation.
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Affiliation(s)
- Geisiane Custodio
- Department of Intensive Care Unit, Hospital Santa Isabel, Blumenau-Santa Catarina CEP-89010906, Brazil
| | - Andrew Maykon Massutti
- Transplant Division, Hospital Santa Isabel, Blumenau-Santa Catarina CEP-89010906, Brazil
| | - Aline Caramori
- Transplant Division, Hospital Santa Isabel, Blumenau-Santa Catarina CEP-89010906, Brazil
| | | | - Augusto Dalazen
- Transplant Division, Hospital Santa Isabel, Blumenau-Santa Catarina CEP-89010906, Brazil
| | - Gabriela Scheidt
- School of Medicine, Universidade Regional de Blumenau (FURB), Blumenau-Santa Catarina CEP-89010906, Brazil
| | - Ludmilla Thomazini
- School of Medicine, Universidade Federal do Rio Grande do Sul, Porto Alegre 90035-903, Brazil
| | - Cristiane Bauermann Leitão
- Departement of Endocrinology, Hospital de Clínicas de Porto Alegre/Universidade Federal do Rio Grande do Sul, Porto Alegre 90035-903, Rio Grande do Sul, Brazil
| | - Tatiana Helena Rech
- Department of Internal Medicine, Hospital de Clínicas de Porto Alegre, Division of Intensive Care Medicine, Porto Alegre 90035-903, Brazil
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Andacoglu OM, Dennahy IS, Mountz NC, Wilschrey L, Oezcelik A. Impact of sex on the outcomes of deceased donor liver transplantation. World J Transplant 2024; 14:88133. [PMID: 38576760 PMCID: PMC10989474 DOI: 10.5500/wjt.v14.i1.88133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 11/01/2023] [Accepted: 12/11/2023] [Indexed: 03/15/2024] Open
Abstract
BACKGROUND Data examining the impact of sex on liver transplant (LT) outcomes are limited. It is clear that further research into sex-related differences in transplant patients is necessary to identify areas for improvement. Elucidation of these differences may help to identify specific areas of focus to improve on the organ matching process, as well as the peri- and post-operative care of these patients. AIM To utilize data from a high-volume Eurotransplant center to compare characteristics of male and female patients undergoing liver transplant and assess asso ciation between sex-specific variables with short- and long-term post-transplant outcomes. METHODS A retrospective review of the University of Essen's transplant database was performed with collection of baseline patient characteristics, transplant-related data, and short-term outcomes. Comparisons of these data were made with Shapiro-Wilk, Mann-Whitney U, χ2 and Bonferroni tests applied where app ropriate. A P value of < 0.05 was accepted as statistically significant. RESULTS Of the total 779 LT recipients, 261 (33.5%) were female. Female patients suffered higher incidences of acute liver failure and lower incidences of alcohol-related or viremic liver disease (P = 0.001). Female patients were more likely to have received an organ from a female donor with a higher donor risk index score, and as a high urgency offer (all P < 0.05). Baseline characteristics of male and female recipients were also significantly different. In multivariate hazard regression analysis, recipient lab-Model for End-Stage Liver Disease score and donor cause of death were associated with long-term outcomes in females. Pre-operative diagnosis of hepatocellular carcinoma, age at time of listing, duration of surgery, and units transfused during surgery, were associated with long-term outcomes in males. Severity of complications was associated with long-term outcomes in both groups. Overall survival was similar in both males and females; however, when stratified by age, females < 50 years of age had the best survival. CONCLUSION Female and male LT recipients have different baseline and transplant-related characteristics, with sex-specific variables which are associated with long-term outcomes. Female recipients < 50 years of age demonstrated the best long-term outcomes. Pre- and post-transplant practices should be individualized based on sex-specific variables to optimize long-term outcomes.
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Affiliation(s)
- Oya M Andacoglu
- Division of Transplantation and Advanced Hepatobiliary Surgery, University of Utah, Salt Lake City, UT 84112, United States
- Department of Surgery, University of Essen, Essen D-45122, Germany
| | - Isabel S Dennahy
- Department of Surgery, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73117, United States
| | - Nicole C Mountz
- Department of Surgery, University of Oklahoma College of Medicine, Oklahoma City, OK 73117, United States
| | - Luisa Wilschrey
- Department of Surgery, University of Essen, Essen D-45122, Germany
| | - Arzu Oezcelik
- Department of Surgery, University of Essen, Essen D-45122, Germany
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Adjei M, Wisel SA, Yang JD, Nissen NN, Kim IK, Steggerda JA. Implications of drug intoxication on donor utilization and outcomes in liver transplantation. Clin Transplant 2024; 38:e15276. [PMID: 38454610 DOI: 10.1111/ctr.15276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 01/27/2024] [Accepted: 02/17/2024] [Indexed: 03/09/2024]
Abstract
INTRODUCTION This study evaluates the implications of drug intoxication (DI) on donor utilization and outcomes in liver transplantation (LT). METHODS The UNOS STAR database was evaluated for all potential donors and adult, first-time, whole LT between 2005 and 2019. Logistic regression analyses evaluated liver utilization; proportional hazards modeling assessed risk of 1-year graft loss. RESULTS A total of 132 783 potential donors (10 205, 7.7% from DI), and 90 612 adult LT were identified (7490, 8.3% from DI). DI donors had median age 32 years (IQR 26-40 years, p < .001), were 42.6% female (n = 4346), and 15.5% were DCD donors (n = 1583). Utilization of DI donors changed over time, such that by 2015-2019 they were the most likely donor cause of death (COD) to be utilized. Among LT recipients, there were insignificant differences (<2% variance) in age, gender, ethnicity, and etiology of liver disease according to donor COD. Recipients with MELD scores >30 more frequently received grafts from donors with trauma (23.8%) and DI (21.8%) versus cardiovascular (20.0%) and CVA/stroke (19.9%, p < .001). Among DBD donors, DI-COD was associated with superior 1-year graft survival compared to donors from trauma (HR 1.172, 95% CI 1.057-1.300) and CVA/stroke (HR 1.404, 95% CI 1.264-1.561, p < .001). Donor COD was not significantly associated with 1-year graft loss among DCD donors. CONCLUSIONS There is an increased likelihood of donor utilization when COD is drug overdose and an increased likelihood of 1-year graft survival compared to donors from trauma, CVA/stroke, and other COD.
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Affiliation(s)
- Michie Adjei
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Steven A Wisel
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Ju Dong Yang
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Division of Gastroenterology and Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Nicholas N Nissen
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Irene K Kim
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Justin A Steggerda
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
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Watson CJ, Gaurav R, Butler AJ. Current Techniques and Indications for Machine Perfusion and Regional Perfusion in Deceased Donor Liver Transplantation. J Clin Exp Hepatol 2024; 14:101309. [PMID: 38274508 PMCID: PMC10806097 DOI: 10.1016/j.jceh.2023.101309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 11/27/2023] [Indexed: 01/27/2024] Open
Abstract
Since the advent of University of Wisconsin preservation solution in the 1980s, clinicians have learned to work within its confines. While affording improved outcomes, considerable limitations still exist and contribute to the large number of livers that go unused each year, often for fear they may never work. The last 10 years have seen the widespread availability of new perfusion modalities which provide an opportunity for assessing organ viability and prolonged organ storage. This review will discuss the role of in situ normothermic regional perfusion for livers donated after circulatory death. It will also describe the different modalities of ex situ perfusion, both normothermic and hypothermic, and discuss how they are thought to work and the opportunities afforded by them.
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Affiliation(s)
- Christopher J.E. Watson
- University of Cambridge Department of Surgery, Box 210, Addenbrooke's Hospital, Cambridge, CB2 2QQ, UK
- The Roy Calne Transplant Unit, Addenbrooke's Hospital, Cambridge, CB2 2QQ, UK
| | - Rohit Gaurav
- The Roy Calne Transplant Unit, Addenbrooke's Hospital, Cambridge, CB2 2QQ, UK
| | - Andrew J. Butler
- University of Cambridge Department of Surgery, Box 210, Addenbrooke's Hospital, Cambridge, CB2 2QQ, UK
- The Roy Calne Transplant Unit, Addenbrooke's Hospital, Cambridge, CB2 2QQ, UK
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Akshat S, Gentry SE, Raghavan S. Heterogeneous donor circles for fair liver transplant allocation. Health Care Manag Sci 2024; 27:20-45. [PMID: 35854169 PMCID: PMC10896798 DOI: 10.1007/s10729-022-09602-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Accepted: 05/25/2022] [Indexed: 11/04/2022]
Abstract
The United States (U.S.) Department of Health and Human Services is interested in increasing geographical equity in access to liver transplant. The geographical disparity in the U.S. is fundamentally an outcome of variation in the organ supply to patient demand (s/d) ratios across the country (which cannot be treated as a single unit due to its size). To design a fairer system, we develop a nonlinear integer programming model that allocates the organ supply in order to maximize the minimum s/d ratios across all transplant centers. We design circular donation regions that are able to address the issues raised in legal challenges to earlier organ distribution frameworks. This allows us to reformulate our model as a set-partitioning problem. Our policy can be viewed as a heterogeneous donor circle policy, where the integer program optimizes the radius of the circle around each donation location. Compared to the current policy, which has fixed radius circles around donation locations, the heterogeneous donor circle policy greatly improves both the worst s/d ratio and the range between the maximum and minimum s/d ratios. We found that with the fixed radius policy of 500 nautical miles (NM), the s/d ratio ranges from 0.37 to 0.84 at transplant centers, while with the heterogeneous circle policy capped at a maximum radius of 500 NM, the s/d ratio ranges from 0.55 to 0.60, closely matching the national s/d ratio average of 0.5983. Our model matches the supply and demand in a more equitable fashion than existing policies and has a significant potential to improve the liver transplantation landscape.
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Affiliation(s)
- Shubham Akshat
- The Robert H. Smith School of Business, University of Maryland, College Park, MD, 20742, USA
| | - Sommer E Gentry
- Department of Surgery and Department of Population Health, Grossman School of Medicine, New York University, New York, NY, 10016, USA
| | - S Raghavan
- The Robert H. Smith School of Business and Institute for Systems Research, University of Maryland, College Park, MD, 20742, USA.
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Bezjak M, Stresec I, Kocman B, Jadrijević S, Filipec Kanizaj T, Antonijević M, Dalbelo Bašić B, Mikulić D. Influence of donor age on liver transplantation outcomes: A multivariate analysis and comparative study. World J Gastrointest Surg 2024; 16:331-344. [PMID: 38463351 PMCID: PMC10921207 DOI: 10.4240/wjgs.v16.i2.331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 12/18/2023] [Accepted: 01/29/2024] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND The growing disparity between the rising demand for liver transplantation (LT) and the limited availability of donor organs has prompted a greater reliance on older liver grafts. Traditionally, utilizing livers from elderly donors has been associated with outcomes inferior to those achieved with grafts from younger donors. By accounting for additional risk factors, we hypothesize that the utilization of older liver grafts has a relatively minor impact on both patient survival and graft viability. AIM To evaluate the impact of donor age on LT outcomes using multivariate analysis and comparing young and elderly donor groups. METHODS In the period from April 2013 to December 2018, 656 adult liver transplants were performed at the University Hospital Merkur. Several multivariate Cox proportional hazards models were developed to independently assess the significance of donor age. Donor age was treated as a continuous variable. The approach involved univariate and multivariate analysis, including variable selection and assessment of interactions and transformations. Additionally, to exemplify the similarity of using young and old donor liver grafts, the group of 87 recipients of elderly donor liver grafts (≥ 75 years) was compared to a group of 124 recipients of young liver grafts (≤ 45 years) from the dataset. Survival rates of the two groups were estimated using the Kaplan-Meier method and the log-rank test was used to test the differences between groups. RESULTS Using multivariate Cox analysis, we found no statistical significance in the role of donor age within the constructed models. Even when retained during the entire model development, the donor age's impact on survival remained insignificant and transformations and interactions yielded no substantial effects on survival. Consistent insignificance and low coefficient values suggest that donor age does not impact patient survival in our dataset. Notably, there was no statistical evidence that the five developed models did not adhere to the proportional hazards assumption. When comparing donor age groups, transplantation using elderly grafts showed similar early graft function, similar graft (P = 0.92), and patient survival rates (P = 0.86), and no significant difference in the incidence of postoperative complications. CONCLUSION Our center's experience indicates that donor age does not play a significant role in patient survival, with elderly livers performing comparably to younger grafts when accounting for other risk factors.
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Affiliation(s)
- Miran Bezjak
- Department of Surgery, University Hospital Merkur, Zagreb 10000, Croatia
| | - Ivan Stresec
- Department of Electronics, Microelectronics, Computer and Intelligent Systems, Faculty of Electrical Engineering and Computing, Zagreb 10000, Croatia
| | - Branislav Kocman
- Department of Surgery, University Hospital Merkur, Zagreb 10000, Croatia
| | | | | | | | - Bojana Dalbelo Bašić
- Department of Electronics, Microelectronics, Computer and Intelligent Systems, Faculty of Electrical Engineering and Computing, Zagreb 10000, Croatia
| | - Danko Mikulić
- Department of Surgery, University Hospital Merkur, Zagreb 10000, Croatia
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