1
|
Brandão ABDM, Rodriguez S, Marroni CA, Junior ADMF, Fernandes MV, Mucenic M. Performance of eight predictive models for hepatocellular carcinoma recurrence after liver transplantation: A comparative study. Ann Hepatol 2024; 29:101184. [PMID: 38008358 DOI: 10.1016/j.aohep.2023.101184] [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: 08/05/2023] [Revised: 10/04/2023] [Accepted: 11/06/2023] [Indexed: 11/28/2023]
Abstract
INTRODUCTION AND OBJECTIVES Liver transplantation is the optimal treatment for patients with early hepatocellular carcinoma and cirrhosis. However, hepatocellular carcinoma recurs in approximately 15 % of individuals. This study aimed to assess the efficacy of predictive models for hepatocellular carcinoma recurrence after liver transplantation. PATIENTS AND METHODS This retrospective study included 381 patients with HCC and evaluated the performance of the following models: R3-AFP score, alpha-fetoprotein (AFP) model, University of California, Los Angeles (UCLA) nomogram, Pre-Model of Recurrence after Liver Transplantation (MORAL), Post-MORAL, and Combo MORAL models, Risk Estimation of Tumor Recurrence (RETREAT) model and Platelet to Lymphocyte Ratio (PLR) model. RESULTS The R3-AFP score, UCLA nomogram, AFP model, RETREAT, Combo MORAL, and Post-MORAL models exhibited comparable AUROCs, ranging from 0.785 to 0.733. The AUROCs for the R3-AFP model and AFP model were superior to those of the Pre-MORAL and PLR models. The UCLA nomogram, RETREAT score, Combo MORAL model, and Post-MORAL model performed similarly to the first two models, but were only superior to the PLR model. CONCLUSIONS The R3-AFP model, UCLA nomogram, AFP model, RETREAT, Combo MORAL, and Post-MORAL models demonstrated a moderate predictive capacity for hepatocellular carcinoma recurrence following transplantation. No significant differences were observed among these models in their ability to predict recurrence.
Collapse
Affiliation(s)
- Ajacio Bandeira de Mello Brandão
- Graduate Program in Medicine: Hepatology, School of Medicine, Universidade Federal de Ciências da Saúde de Porto Alegre, Rua Sarmento Leite, 245, Centro 90050-170, Porto Alegre, RS, Brazil
| | - Santiago Rodriguez
- Graduate Program in Medicine: Hepatology, School of Medicine, Universidade Federal de Ciências da Saúde de Porto Alegre, Rua Sarmento Leite, 245, Centro 90050-170, Porto Alegre, RS, Brazil; Department of Hepatology, Hospital Vozandes Quito-HVQ, Av. Juan José de Villalengua Oe2-37, Quito 170521, Ecuador
| | - Cláudio Augusto Marroni
- Graduate Program in Medicine: Hepatology, School of Medicine, Universidade Federal de Ciências da Saúde de Porto Alegre, Rua Sarmento Leite, 245, Centro 90050-170, Porto Alegre, RS, Brazil
| | - Alfeu de Medeiros Fleck Junior
- Liver Transplantation Group, Hospital Dom Vicente Scherer, Santa Casa de Misericórdia de Porto Alegre, Av. Independência, 155, Centro 90020-090, Porto Alegre, RS, Brazil
| | - Matheus V Fernandes
- Graduate Program in Medicine: Hepatology, School of Medicine, Universidade Federal de Ciências da Saúde de Porto Alegre, Rua Sarmento Leite, 245, Centro 90050-170, Porto Alegre, RS, Brazil
| | - Marcos Mucenic
- Liver Transplantation Group, Hospital Dom Vicente Scherer, Santa Casa de Misericórdia de Porto Alegre, Av. Independência, 155, Centro 90020-090, Porto Alegre, RS, Brazil.
| |
Collapse
|
2
|
de Freitas ACT, Espinoza FDS, Mattar CA, Coelho JCU. INDICATION FOR LIVER TRANSPLANTATION DUE TO HEPATOCELLULAR CARCINOMA: ANALYSIS OF 1,706 PROCEDURES OVER THE PAST DECADE IN THE STATE OF PARANÁ. ARQUIVOS BRASILEIROS DE CIRURGIA DIGESTIVA : ABCD = BRAZILIAN ARCHIVES OF DIGESTIVE SURGERY 2022; 35:e1701. [PMID: 36542003 PMCID: PMC9767419 DOI: 10.1590/0102-672020220002e1701] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 08/30/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND Patients listed for liver transplantation and hepatocellular carcinoma are considered priority on the waiting list, and this could overly favor them. AIM This study aimed to evaluate the impact of this prioritization. METHODS We analyzed the liver transplants performed in adults from 2011 to 2020 and divided into three groups: adjusted Model of End-Stage Liver Disease (MELD) score for hepatocellular carcinoma, other adjusted Model of End-Stage Liver Disease situations, and no adjusted Model of End-Stage Liver Disease. RESULTS A total of 1,706 patients were included in the study, of which 70.2% were male. Alcoholism was the main etiology of cirrhosis (29.6%). Of the total, 305 patients were with hepatocellular carcinoma, 86 with other adjusted Model of End-Stage Liver Disease situations, and 1,315 with no adjusted Model of End-Stage Liver Disease. Patients with hepatocellular carcinoma were older (58.9 vs. 53.5 years). The predominant etiology of cirrhosis was viral hepatitis (60%). The findings showed that group with adjusted Model of End-Stage Liver Disease had lower physiological Model of End-Stage Liver Disease (10.9), higher adjusted Model of End-Stage Liver Disease (22.6), and longer waiting list time (131 vs. 110 days), as compared to the group with no adjusted Model of End-Stage Liver Disease. The total number of transplants and the proportion of patients transplanted for hepatocellular carcinoma increased from 2011 to 2020. There was a reduction in the proportion of patients with hepatocellular carcinoma and adjusted Model of End-Stage Liver Disease of 20 and there was an increase on waiting list time in this group. There was an increase in the proportion of those with adjusted Model of End-Stage Liver Disease of 24 and 29, but the waiting list time remained stable. CONCLUSION Over the past decade, prioritization of hepatocellular carcinoma resulted in an increased proportion of transplanted patients in relation to those with no priority. It also increased waiting list time, requiring higher adjusted Model of End-Stage Liver Disease to transplant an organ.
Collapse
Affiliation(s)
| | | | - Cristina Alvarez Mattar
- Universidade Federal do Paraná, Department of Surgery and Liver Transplant Unit – Curitiba (PR), Brazil
| | - Júlio Cezar Uili Coelho
- Universidade Federal do Paraná, Department of Surgery and Liver Transplant Unit – Curitiba (PR), Brazil
| |
Collapse
|
3
|
Mucenic M, de Mello Brandão AB, Marroni CA. Artificial intelligence and human liver allocation: Potential benefits and ethical implications. Artif Intell Gastroenterol 2022; 3:21-27. [DOI: 10.35712/aig.v3.i1.21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Revised: 02/13/2022] [Accepted: 02/23/2022] [Indexed: 02/06/2023] Open
|
4
|
Piñero F, Anders M, Boin IF, Chagas A, Quiñonez E, Marciano S, Vilatobá M, Santos L, Hoyos Duque S, Lima AS, Menendez J, Padilla M, Poniachik J, Zapata R, Soza A, Maraschio M, Chong Menéndez R, Muñoz L, Arufe D, Figueroa R, de Ataide EC, Maccali C, Vergara Sandoval R, Bermudez C, Podesta LG, McCormack L, Varón A, Gadano A, Mattera J, Villamil F, Rubinstein F, Carrilho F, Silva M. Liver transplantation for hepatocellular carcinoma: impact of expansion criteria in a multicenter cohort study from a high waitlist mortality region. Transpl Int 2021; 34:97-109. [PMID: 33040420 DOI: 10.1111/tri.13767] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Revised: 08/25/2020] [Accepted: 10/06/2020] [Indexed: 01/16/2023]
Abstract
This study aimed to compare liver transplantation (LT) outcomes and evaluate the potential rise in numbers of LT candidates with hepatocellular carcinoma (HCC) of different allocation policies in a high waitlist mortality region. Three policies were applied in two Latin American cohorts (1085 HCC transplanted patients and 917 listed patients for HCC): (i) Milan criteria with expansion according to UCSF downstaging (UCSF-DS), (ii) the AFP score, and (iii) restrictive policy or Double Eligibility Criteria (DEC; within Milan + AFP score ≤2). Increase in HCC patient numbers was evaluated in an Argentinian prospective validation set (INCUCAI; NCT03775863). Expansion criteria in policy A showed that UCSF-DS [28.4% (CI 12.8-56.2)] or "all-comers" [32.9% (CI 11.9-71.3)] had higher 5-year recurrence rates compared to Milan, with 10.9% increase in HCC patients for LT. The policy B showed lower recurrence rates for AFP scores ≤2 points, even expanding beyond Milan criteria, with a 3.3% increase. Patients within DEC had lower 5-year recurrence rates compared with those beyond DEC [13.3% (CI 10.1-17.3) vs 24.2% (CI 17.4-33.1; P = 0.0006], without significant HCC expansion. In conclusion, although the application of a stricter policy may optimize the selection process, this restrictive policy may lead to ethical concerns in organ allocation (NCT03775863).
Collapse
Affiliation(s)
- Federico Piñero
- Hospital Universitario Austral, Buenos Aires, Argentina
- Latin American Liver Research Educational and Awareness Network (LALREAN), Buenos Aires, Argentina
| | - Margarita Anders
- Latin American Liver Research Educational and Awareness Network (LALREAN), Buenos Aires, Argentina
- Hospital Alemán, Buenos Aires, Argentina
| | - Ilka F Boin
- Hospital das Clínicas UNICAMP Campinas, Sao Paulo, Brazil
| | - Aline Chagas
- Hospital das Clínicas University of São Paulo School of Medicine, São Paulo, Brazil
| | | | | | - Mario Vilatobá
- Instituto Nacional de Ciencias Médicas y Nutrición "Salvador Zubirán", Tlalpan, México
| | | | - Sergio Hoyos Duque
- Grupo de Gastrohepatología, Hospital Pablo Tobón Uribe, Universidad de Antioquia, Medellin, Colombia
| | | | | | | | | | - Rodrigo Zapata
- Clínica Alemana, Facultad de Medicina, Universidad del Desarrollo, Santiago, Chile
| | - Alejandro Soza
- Hospital Clínico, Universidad Católica de Chile, Santiago, Chile
| | | | | | - Linda Muñoz
- Hospital Universitario "Dr. José E. González", Monterrey, Mexico
| | - Diego Arufe
- Sanatorio Sagrado Corazón, Buenos Aires, Argentina
| | | | | | - Claudia Maccali
- Hospital das Clínicas University of São Paulo School of Medicine, São Paulo, Brazil
| | | | - Carla Bermudez
- Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | | | | | - Adriana Varón
- Instituto Nacional de Ciencias Médicas y Nutrición "Salvador Zubirán", Tlalpan, México
| | | | - Juan Mattera
- Hospital das Clínicas University of São Paulo School of Medicine, São Paulo, Brazil
| | - Federico Villamil
- Hospital El Cruce, Florencio Varela, Argentina
- Hospital Británico, Buenos Aires, Argentina
| | - Fernando Rubinstein
- Instituto de Efectividad Clínica y Sanitaria (IECS), Buenos Aires, Argentina
| | - Flair Carrilho
- Hospital das Clínicas University of São Paulo School of Medicine, São Paulo, Brazil
| | - Marcelo Silva
- Hospital Universitario Austral, Buenos Aires, Argentina
- Latin American Liver Research Educational and Awareness Network (LALREAN), Buenos Aires, Argentina
| |
Collapse
|
5
|
Arruda S, Chedid MF, Jacinto MM, Álvares-DA-Silva MR. MELD EXCEPTION POINTS PROVIDE AN ENOURMOUS ADVANTAGE FOR RECEIVING A LIVER TRANSPLANT IN BRAZIL. ARQUIVOS DE GASTROENTEROLOGIA 2020; 57:254-261. [PMID: 32935744 DOI: 10.1590/s0004-2803.202000000-48] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Accepted: 05/04/2020] [Indexed: 11/21/2022]
Abstract
BACKGROUND Current policy for listing to liver transplant (LT) may place cirrhotic patients without MELD exception points (CIR) in a disadvantageous position if compared to patients enlisted with appealed MELD scores - patients with hepatocellular carcinoma (HCC) or special conditions other than hepatocellular carcinoma (SPE). Transplant rates, delisting, and waitlist mortality of CIR, HCC, and SPE candidates were compared. OBJECTIVE The aim of this study is to counterweight the listing rate and speed of listing of HCC, SPE, and CIR patients. To the best of our knowledge, this is the first study comparing the outcomes of patients enlisted for SPE to those of HCC and CIR. In several countries worldwide, SPE patients also receive appealed MELD scores in a similar way of HCC patients. METHODS Two cohorts of patients listed for LT in a single institution were evaluated. The first cohort (C1, n=180) included all patients enlisted on August 1st, 2008, and all additional patients listed from this date until July 31st, 2009. The second cohort (C2, n=109) included all patients present on the LT list on October 1st, 2012, and all additional patients listed from this date until May 2014. RESULTS In both cohorts, HCC patients had a higher chance of receiving a LT than CIR patients (C1HR =2.05, 95%CI=1.54-2.72, P<0.0001; C2HR =3.17, 95%CI =1.83-5.52, P<0.0001). For C1, 1-year waiting list mortality was 21.6% (30.0% for CIR vs 9.5% for HCC vs 7.1% for SPE) (P<0.001). For C2, 1-year waiting list mortality was 13.3% (25.7% for CIR, 8.3% for HCC, and 4.0% for SPE) (P<0.001). Post-transplant survival was similar among the three groups. CONCLUSION Compared to CIR, SPE and HCC patients had lower wait list mortality. CIR patients had the highest waitlist mortality and the lowest odd of LT. Current LT allocation system does not allow equitable organ allocation.
Collapse
Affiliation(s)
- Soraia Arruda
- Hospital de Clínicas de Porto Alegre (HCPA), Serviço de Gastroenterologia, Porto Alegre, RS, Brasil
- Universidade Federal do Rio Grande do Sul (UFRGS), Faculdade de Medicina, Programa de Pós-Graduação: Ciências em Gastroenterologia e Hepatologia, Porto Alegre, RS, Brasil
- HCPA, Programa de Transplante Hepático, Porto Alegre, RS, Brasil
| | - Marcio F Chedid
- HCPA, Programa de Transplante Hepático, Porto Alegre, RS, Brasil
- UFRGS, Faculdade de Medicina, Programa de Pós-Graduação em Cirurgia, Porto Alegre, RS, Brasil
| | | | - Mario R Álvares-DA-Silva
- Hospital de Clínicas de Porto Alegre (HCPA), Serviço de Gastroenterologia, Porto Alegre, RS, Brasil
- Universidade Federal do Rio Grande do Sul (UFRGS), Faculdade de Medicina, Programa de Pós-Graduação: Ciências em Gastroenterologia e Hepatologia, Porto Alegre, RS, Brasil
- HCPA, Programa de Transplante Hepático, Porto Alegre, RS, Brasil
- UFRGS, Faculdade de Medicina, Porto Alegre, RS, Brasil
| |
Collapse
|
6
|
Andraus W. LIVER TRANSPLANTATION IN BRAZIL: THE URGENT NEED OF A NEW ALLOCATION SYSTEM FOR THE EXCEPTIONS IN MELD SCORE. ARQUIVOS DE GASTROENTEROLOGIA 2020; 57:1-2. [PMID: 32294727 DOI: 10.1590/s0004-2803.202000000-01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Wellington Andraus
- Universidade de São Paulo (HC FMUSP), Departamento de Gastroenterologia, Transplante de Órgãos do Aparelho Digestivo, São Paulo, SP, Brasil
| |
Collapse
|