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Hassanain H, Connor AA, Brombosz EW, Patel K, Elaileh A, Basra T, Kodali S, Victor DW, Simon CJ, Cheah YL, Hobeika MJ, Mobley CM, Saharia A, Dhingra S, Schwartz M, Maqsood A, Heyne K, Kaseb AO, Vauthey JN, Gaber AO, Abdelrahim M, Ghobrial RM. Sorafenib as Adjuvant Therapy Post-Liver Transplant: A Single-center Experience. Transplant Direct 2025; 11:e1746. [PMID: 39866680 PMCID: PMC11759322 DOI: 10.1097/txd.0000000000001746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 10/11/2024] [Accepted: 10/31/2024] [Indexed: 01/28/2025] Open
Abstract
Background Hepatocellular carcinoma (HCC) has a rising incidence and mortality in North America. Liver transplantation (LT) with adjunctive therapies offers excellent outcomes. However, HCC recurrences are associated with high mortality. We investigate whether adjuvant systemic therapy can reduce recurrence, as shown with other malignancies. Methods Medical records of patients undergoing LT for HCC at a single center between January 2016 and December 2022 were retrospectively reviewed. Patients were stratified into 3 groups: (1) recipients of adjuvant sorafenib, (2) nonrecipients at high recurrence risk, and (3) nonrecipients at low risk by explant pathology features. The outcomes were overall survival (OS) and recurrence-free survival (RFS). Adjuvant sorafenib recipients were also propensity score matched 1:2 to nonadjuvant recipients based on recurrence risk features. Results During the study period, 273 patients with HCC underwent LT and 16 (5.9%) received adjuvant sorafenib therapy. Adjuvant sorafenib recipients were demographically similar to nonrecipients and, on explant pathology, had greater tumor burden, lymphovascular invasion, and poorer differentiation (all P < 0.001). Adverse events were observed in 12 adjuvant sorafenib recipients (75%). OS was similar among the 3 groups (P = 0.2), and adjuvant sorafenib was not associated with OS in multivariable analysis (hazard ratio, 1.31; 95% confidence interval, 0.45-3.78; P = 0.62). RFS was significantly lower in sorafenib patients (hazard ratio, 6.99; 95% confidence interval, 2.12-23.05; P = 0.001). Following propensity matching, adjuvant sorafenib use was not associated with either OS (P = 0.24) or RFS rates (P = 0.65). Conclusions In this single-center analysis, adjuvant sorafenib was not associated with OS. Recipients were observed to have shorter RFS, likely due to the increased prevalence of high-risk features, and sorafenib use was associated with high frequencies of adverse events.
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Affiliation(s)
- Hala Hassanain
- Department of Surgery, Houston Methodist Hospital, Houston, TX, USA
| | - Ashton A. Connor
- Department of Surgery, Houston Methodist Hospital, Houston, TX, USA
| | | | - Khush Patel
- Department of Surgery, Houston Methodist Hospital, Houston, TX, USA
| | - Ahmed Elaileh
- Department of Surgery, Houston Methodist Hospital, Houston, TX, USA
| | - Tamneet Basra
- Department of Medicine, Houston Methodist Hospital, Houston, TX, USA
| | - Sudha Kodali
- Department of Medicine, Houston Methodist Hospital, Houston, TX, USA
| | - David W. Victor
- Department of Medicine, Houston Methodist Hospital, Houston, TX, USA
| | | | - Yee Lee Cheah
- Department of Surgery, Houston Methodist Hospital, Houston, TX, USA
| | - Mark J. Hobeika
- Department of Surgery, Houston Methodist Hospital, Houston, TX, USA
| | | | - Ashish Saharia
- Department of Surgery, Houston Methodist Hospital, Houston, TX, USA
| | - Sadhna Dhingra
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, TX, USA
| | - Mary Schwartz
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, TX, USA
| | - Anaum Maqsood
- Dr. Mary and Ron Neal Cancer Center, Department of Medicine, Houston Methodist Hospital, Houston, TX
| | - Kirk Heyne
- Dr. Mary and Ron Neal Cancer Center, Department of Medicine, Houston Methodist Hospital, Houston, TX
| | - Ahmed O. Kaseb
- Department of Gastrointestinal Medical Oncology, Division of Cancer Medicine, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jean-Nicolas Vauthey
- Department of Surgical Oncology, Division of Surgery, University of Texas MD Anderson Cancer Center, Houston, TX
| | - A. Osama Gaber
- Department of Surgery, Houston Methodist Hospital, Houston, TX, USA
| | - Maen Abdelrahim
- Dr. Mary and Ron Neal Cancer Center, Department of Medicine, Houston Methodist Hospital, Houston, TX
| | - R. Mark Ghobrial
- Department of Surgery, Houston Methodist Hospital, Houston, TX, USA
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Brombosz EW, Hobeika MJ, Kodali S, Connor AA, Saharia A, Mobley CM, Simon CJ, Cheah YL, Abdelrahim M, Victor DW, Graviss EA, Nguyen DT, Moore LW, Ghobrial RM. Outcomes of Patients with Hepatocellular Carcinoma Undergoing Liver Transplantation Utilizing Extended Criteria Donor Grafts. Transplant Proc 2024; 56:2203-2212. [PMID: 39617682 DOI: 10.1016/j.transproceed.2024.10.039] [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: 07/24/2024] [Accepted: 10/16/2024] [Indexed: 12/17/2024]
Abstract
BACKGROUND The deceased donor shortage in the United States has led to increased utilization extended criteria donor (ECD) liver grafts. Centers often utilize ECD grafts in patients with low Model for End-Stage Liver Disease (MELD) scores, like patients with hepatocellular carcinoma (HCC). However, few studies have directly examined the outcomes of using ECD grafts in patients with HCC. METHODS Adults receiving liver transplantation (LT) for HCC between 2010 and 2020 were identified in the Organ Procurement and Transplantation Network database. Recipients were categorized according to donor type: standard criteria donor (SCD), extended criteria donor, donation after brain death (ECD-DBD), and donation after circulatory death (DCD). Multivariable Cox regression analysis identified variables associated with overall or graft survival at 3 years post-LT. RESULTS Most patients received ECD-DBD grafts (51.4%); only 8.3% received DCD grafts. The time on the waitlist was similar for ECD and SCD recipients (P = .79). SCD recipients had higher 5-year overall survival post-LT than ECD-DBD or DCD recipients (79.1%, 77.1%, and 76.8%, respectively, P < .001). Similarly, 5-year graft survival was also highest in SCD recipients (SCD = 77.8%, ECD-DBD = 75.7%, and DCD = 72.2%, P < .001). In multivariable analysis, DCD grafts increased mortality risk (hazard ratio [HR] = 1.33, 95% confidence interval [CI] = 1.12-1.57, P = .001), but ECD-DBD grafts did not (HR = 1.10, 95% CI = 1.00-1.22, P = .052). CONCLUSIONS DCD and ECD-DBD recipients had significantly lower overall and graft survival. However, the survival benefit of LT for patients with HCC greatly outweighs the small differences in patient and graft survival from using ECD grafts. Further research should investigate whether treatment of ECD grafts with machine perfusion may ameliorate this discrepancy.
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Affiliation(s)
| | - Mark J Hobeika
- Department of Surgery, Houston Methodist Hospital, Houston, Texas; JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, Texas; Department of Surgery, Weill Cornell Medical College, New York, New York
| | - Sudha Kodali
- JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, Texas; Department of Medicine, Houston Methodist Hospital, Houston, Texas; Department of Medicine, Weill Cornell Medical College, New York, New York
| | - Ashton A Connor
- Department of Surgery, Houston Methodist Hospital, Houston, Texas; JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, Texas; Department of Surgery, Weill Cornell Medical College, New York, New York
| | - Ashish Saharia
- Department of Surgery, Houston Methodist Hospital, Houston, Texas; JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, Texas; Department of Surgery, Weill Cornell Medical College, New York, New York
| | - Constance M Mobley
- Department of Surgery, Houston Methodist Hospital, Houston, Texas; JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, Texas; Department of Surgery, Weill Cornell Medical College, New York, New York
| | - Caroline J Simon
- Department of Surgery, Houston Methodist Hospital, Houston, Texas; JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, Texas
| | - Yee Lee Cheah
- Department of Surgery, Houston Methodist Hospital, Houston, Texas; JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, Texas
| | - Maen Abdelrahim
- JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, Texas; Department of Medicine, Houston Methodist Hospital, Houston, Texas; Department of Medicine, Weill Cornell Medical College, New York, New York; Dr. Mary and Ron Neal Cancer Center, Houston Methodist Hospital, Houston, Texas
| | - David W Victor
- JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, Texas; Department of Medicine, Houston Methodist Hospital, Houston, Texas; Department of Medicine, Weill Cornell Medical College, New York, New York
| | - Edward A Graviss
- JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, Texas; Department of Surgery, Weill Cornell Medical College, New York, New York; Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, Texas
| | - Duc T Nguyen
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Linda W Moore
- Department of Surgery, Houston Methodist Hospital, Houston, Texas; JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, Texas; Department of Surgery, Weill Cornell Medical College, New York, New York
| | - R Mark Ghobrial
- Department of Surgery, Houston Methodist Hospital, Houston, Texas; JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, Texas; Department of Surgery, Weill Cornell Medical College, New York, New York.
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Pang L, Xu LB, Wu WR. Downstaging of Hepatocellular Carcinoma Before Liver Transplantation: Current Advances in Selection Criteria and Therapeutic Options. Transplant Proc 2024; 56:1396-1405. [PMID: 39089899 DOI: 10.1016/j.transproceed.2024.05.041] [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: 02/24/2024] [Accepted: 05/07/2024] [Indexed: 08/04/2024]
Abstract
Liver transplantation (LT) is an ideal therapeutic option for selected patients with hepatocellular carcinoma (HCC). The selection criteria of HCC for LT have evolved in recent decades. Downstaging therapy is a promising strategy for patients with tumor burden beyond transplant criteria to increase the chance of receiving LT and improve posttransplant survival. Downstaging therapy is also a selection tool that refines the conventional selection criteria based on tumor morphology. Recently, the success of systemic treatment, including immune checkpoint inhibitors, antiangiogenic tyrosine kinase inhibitors, and VEGF inhibitors, in advanced HCC has prompted the discussion regarding the role of systemic therapies for HCC downstaging before transplantation. In this review, we aimed to summarize the current advances in selection criteria and therapeutic options of downstaging therapy for HCC before LT.
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Affiliation(s)
- Li Pang
- Liver Transplantation Center & Department of Biliary-Pancreatic Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China; Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Lei-Bo Xu
- Liver Transplantation Center & Department of Biliary-Pancreatic Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China; Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Wen-Rui Wu
- Liver Transplantation Center & Department of Biliary-Pancreatic Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China; Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.
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Kodali S, Connor AA, Thabet S, Brombosz EW, Ghobrial RM. Liver transplantation as an alternative for the treatment of intrahepatic cholangiocarcinoma: Past, present, and future directions. Hepatobiliary Pancreat Dis Int 2024; 23:129-138. [PMID: 37517983 DOI: 10.1016/j.hbpd.2023.07.007] [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: 04/04/2023] [Accepted: 07/21/2023] [Indexed: 08/01/2023]
Abstract
Intrahepatic cholangiocarcinoma (iCCA) is a rare biliary tract cancer with high mortality rate. Complete resection of the iCCA lesion is the first choice of treatment, with good prognosis after margin-negative resection. Unfortunately, only 12%-40% of patients are eligible for resection at presentation due to cirrhosis, portal hypertension, or large tumor size. Liver transplantation (LT) offers margin-negative iCCA extirpation for patients with unresectable tumors. Initially, iCCA was a contraindication for LT until size-based selection criteria were introduced to identify patients with satisfied post-LT outcomes. Recent studies have shown that tumor biology-based selection can yield high post-LT survival in patients with locally advanced iCCA. Another selection criterion is the tumor response to neoadjuvant therapy. Patients with response to neoadjuvant therapy have better outcomes after LT compared with those without tumor response to neoadjuvant therapy. Another index that helps predict the treatment outcome is the biomarker. Improved survival outcomes have also opened the door for living donor LT for iCCA. Patients undergoing LT for iCCA now have statistically similar survival rates as patients undergoing resection. The combination of surgery and locoregional and systemic therapies improves the prognosis of iCCA patients.
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Affiliation(s)
- Sudha Kodali
- Sherrie and Alan Conover Center for Liver Disease and Transplantation, Houston Methodist Hospital, Houston, TX 77030, USA; JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, TX 77030, USA; Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Ashton A Connor
- Sherrie and Alan Conover Center for Liver Disease and Transplantation, Houston Methodist Hospital, Houston, TX 77030, USA; JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, TX 77030, USA; Department of Surgery, Houston Methodist Hospital, Houston, TX 77030, USA; Department of Surgery, Weill Cornell Medical College, New York, NY, USA
| | | | | | - R Mark Ghobrial
- Sherrie and Alan Conover Center for Liver Disease and Transplantation, Houston Methodist Hospital, Houston, TX 77030, USA; JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, TX 77030, USA; Department of Surgery, Houston Methodist Hospital, Houston, TX 77030, USA; Department of Surgery, Weill Cornell Medical College, New York, NY, USA.
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5
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Jones-Pauley M, Victor DW, Kodali S. Pushing the limits of treatment for hepatocellular carcinoma. Curr Opin Organ Transplant 2024; 29:3-9. [PMID: 38032256 DOI: 10.1097/mot.0000000000001123] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2023]
Abstract
PURPOSE OF REVIEW We review existing and newer strategies for treatment and surveillance of hepatocellular carcinoma (HCC) both pre and postliver transplantation. SUMMARY HCC is rising in incidence and patients are often diagnosed at later stages. Consequently, there is a need for treatment strategies which include collaboration of multiple specialties. Combinations of locoregional, systemic, and surgical therapies are yielding better postliver transplantation (post-LT) outcomes for patients with HCC than previously seen. Tumor biology (tumor size, number, location, serum markers, response to therapy) can help identify patients who are at high risk for HCC recurrence posttransplantation and may expand transplant eligibility for some patients.
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Affiliation(s)
| | - David W Victor
- Division of Gastroenterology and Hepatology, Department of Medicine
- Sherrie and Alan Conover Center for Liver Disease and Transplantation, Houston Methodist Hospital, Houston, Texas
- Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Sudha Kodali
- Division of Gastroenterology and Hepatology, Department of Medicine
- Sherrie and Alan Conover Center for Liver Disease and Transplantation, Houston Methodist Hospital, Houston, Texas
- Department of Medicine, Weill Cornell Medical College, New York, New York, USA
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6
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Soliman N, Saharia A, Abdelrahim M, Connor AA. Molecular profiling in the management of hepatocellular carcinoma. Curr Opin Organ Transplant 2024; 29:10-22. [PMID: 38038621 DOI: 10.1097/mot.0000000000001124] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2023]
Abstract
PURPOSE OF REVIEW The purpose of this review is to both summarize the current knowledge of hepatocellular carcinoma molecular biology and to suggest a framework in which to prospectively translate this knowledge into patient care. This is timely as recent guidelines recommend increased use of these technologies to advance personalized liver cancer care. RECENT FINDINGS The main themes covered here address germline and somatic genetic alterations recently discovered in hepatocellular carcinoma, largely owing to next generation sequencing technologies, and nascent efforts to translate these into contemporary practice. SUMMARY Early efforts of translating molecular profiling to hepatocellular carcinoma care demonstrate a growing number of potentially actionable alterations. Still lacking are a consensus on what biomarkers and technologies to adopt, at what scale and cost, and how to integrate them most effectively into care.
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Connor AA, Kodali S, Abdelrahim M, Javle MM, Brombosz EW, Ghobrial RM. Intrahepatic cholangiocarcinoma: The role of liver transplantation, adjunctive treatments, and prognostic biomarkers. Front Oncol 2022; 12:996710. [PMID: 36479082 PMCID: PMC9719919 DOI: 10.3389/fonc.2022.996710] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 10/31/2022] [Indexed: 08/01/2023] Open
Abstract
Intrahepatic cholangiocarcinoma (iCCA) is a primary epithelial cell malignancy of the liver with rising incidence rate globally. Its insidious presentation, heterogeneous and aggressive biology, and recalcitrance to current therapies results in unacceptably high morbidity and mortality. This has spurred research efforts in the last decade to better characterize it molecularly with translation to improved diagnostic tools and treatments. Much of this has been driven by patient advocacy. This has renewed interest in orthotopic liver transplantation (LT) with adjunctive therapies for iCCA, which was historically disparaged due to poor recipient outcomes and donor organ scarcity. However, the optimal use of LT as a treatment for iCCA care remains unclear. Here, we review the epidemiology of iCCA, the history of LT as a treatment modality, alternative approaches to iCCA local control, the evidence for peri-operative systemic therapies, and the potential roles of biomarkers and targeted agents. In doing so, we hope to prioritize areas for continued research and identify areas where multidisciplinary care can improve outcomes.
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Affiliation(s)
- Ashton A. Connor
- Sherrie and Alan Conover Center for Liver Disease and Transplantation, JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, TX, United States
- Department of Surgery, Houston Methodist Hospital, Houston, TX, United States
| | - Sudha Kodali
- Sherrie and Alan Conover Center for Liver Disease and Transplantation, JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, TX, United States
- Department of Medicine, Weill Cornell Medical College, New York, NY, United States
| | - Maen Abdelrahim
- Department of Medicine, Weill Cornell Medical College, New York, NY, United States
- Section of Gastrointestinal Oncology, Department of Medical Oncology, Houston Methodist Cancer Center, Houston, TX, United States
- Cockrell Center Phase 1 Unit, Cockrell Center for Advanced Therapeutics, Houston Methodist Hospital, Houston, TX, United States
| | - Milind M. Javle
- Department of Gastrointestinal Medical Oncology, MD Anderson Cancer Center, Houston, TX, United States
| | | | - R. Mark Ghobrial
- Sherrie and Alan Conover Center for Liver Disease and Transplantation, JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, TX, United States
- Department of Surgery, Houston Methodist Hospital, Houston, TX, United States
- Department of Medicine, Weill Cornell Medical College, New York, NY, United States
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Knavel Koepsel EM, Smolock AR, Pinchot JW, Kim CY, Ahmed O, Chamarthy MRK, Hecht EM, Hwang GL, Kaplan DE, Luh JY, Marrero JA, Monroe EJ, Poultsides GA, Scheidt MJ, Hohenwalter EJ. ACR Appropriateness Criteria® Management of Liver Cancer: 2022 Update. J Am Coll Radiol 2022; 19:S390-S408. [PMID: 36436965 DOI: 10.1016/j.jacr.2022.09.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 09/01/2022] [Indexed: 11/27/2022]
Abstract
The treatment and management of hepatic malignancies can be complex because it encompasses a variety of primary and metastatic malignancies and an assortment of local and systemic treatment options. When to use each of these treatments is critical to ensure the most appropriate care for patients. Interventional radiologists have a key role to play in the delivery of a variety of liver directed treatments including percutaneous ablation, transarterial embolization with bland embolic particles alone, transarterial chemoembolization (TACE) with injection of a chemotherapeutic emulsion, and transarterial radioembolization (TARE). Based on 9 clinical variants, the appropriateness of each treatment is described in this document. The ACR Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision process support the systematic analysis of the medical literature from peer reviewed journals. Established methodology principles such as Grading of Recommendations Assessment, Development, and Evaluation or GRADE are adapted to evaluate the evidence. The RAND/UCLA Appropriateness Method User Manual provides the methodology to determine the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances in which peer reviewed literature is lacking or equivocal, experts may be the primary evidentiary source available to formulate a recommendation.
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Affiliation(s)
| | - Amanda R Smolock
- Froedtert & The Medical College of Wisconsin, Milwaukee, Wisconsin
| | | | - Charles Y Kim
- Panel Vice-Chair, Duke University Medical Center, Durham, North Carolina
| | - Osmanuddin Ahmed
- Vice-Chair of Wellness, Director of Venous Interventions, University of Chicago, Chicago, Illinois
| | - Murthy R K Chamarthy
- Vascular Institute of North Texas, Dallas, Texas; Commission on Nuclear Medicine and Molecular Imaging
| | - Elizabeth M Hecht
- Vice-Chair of Academic Affairs, Professor of Radiology, Weill Cornell Medicine, New York, New York; RADS Committee; Member of Appropriateness Subcommittees on Hepatobiliary Topics; Member of LI-RADS
| | - Gloria L Hwang
- Associate Chair of Clinical Performance Improvement, Stanford Radiology, Stanford Medical Center, Stanford, California
| | - David E Kaplan
- Section Chief of Hepatology at the University of Pennsylvania Division of Gastroenterology and Hepatology, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania; American Association for the Study of Liver Diseases
| | - Join Y Luh
- Providence Health Radiation Oncology Focus Group Chair, Providence St. Joseph Health, Eureka, California; Commission on Radiation Oncology; ACR CARROS President; ACR Council Steering Committee; California Radiological Society Councilor to ACR
| | - Jorge A Marrero
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania; American Gastroenterological Association
| | | | - George A Poultsides
- Chief of Surgical Oncology and Professor of Surgery, Stanford University School of Medicine, Stanford, California; Society of Surgical Oncology
| | - Matthew J Scheidt
- Program Director of Independent IR Residency, Froedtert & The Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Eric J Hohenwalter
- Specialty Chair; Chief, MCW VIR, Froedtert & The Medical College of Wisconsin, Milwaukee, Wisconsin
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Ahmed O, Vachharajani N, Croome KP, Tabrizian P, Agopian V, Halazun K, Hong JC, Dageforde LA, Chapman WC, Doyle MM. Are Current National Review Board Downstaging Protocols for Hepatocellular Carcinoma Too Restrictive? J Am Coll Surg 2022; 234:579-588. [PMID: 35290278 DOI: 10.1097/xcs.0000000000000140] [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: 11/26/2022]
Abstract
BACKGROUND Liver transplantation (LT) is an effective strategy for patients with unresectable hepatocellular carcinoma (HCC). To qualify for standardized LT model for end-stage liver disease exception points, the United Network for Organ Sharing National Liver Review Board (NLRB) requires that the presenting and final HCC tumor burden be within the University of California San Francisco criteria, which were recently expanded (within expanded UCSF [W-eUCSF]). Current NLRB criteria may be too restrictive because it has been shown previously that the initial burden does not predict LT failure when tumors downstage to UCSF. This study aims to assess LT outcomes for HCC initially presenting beyond expanded UCSF (B-eUCSF) criteria in a large multicenter collaboration. STUDY DESIGN Comparisons of B-eUCSF and W-eUCSF candidates undergoing LT at seven academic institutions between 2001 and 2017 were made from a multi-institutional database. Survival outcomes were compared by Kaplan-Meier and Cox regression analyses. RESULTS Of 1,846 LT recipients with HCC, 86 (5%) met B-eUCSF criteria at initial presentation, with the remainder meeting W-eUCSF criteria. Despite differences in tumor burden, B-eUCSF candidates achieved comparable 1-, 5- and 10-year overall (89%, 70%, and 55% vs 91%, 74%, and 60%, respectively; p = 0.2) and disease-free (82%, 60%, and 53% vs 89%, 71%, and 59%, respectively; p = 0.07) survival to patients meeting W-eUCSF criteria after LT. Despite increased tumor recurrence in B-eUCSF vs W-eUCSF patients (24% vs 10%, p = 0.0002), post-recurrence survival was similar in both groups (p = 0.69). CONCLUSION Transplantation for patients initially presenting with HCC B-eUSCF criteria offers a survival advantage similar to those with tumors meeting W-eUCSF criteria at presentation. The current NLRB policy is too stringent, and considerations to expand criteria should be discussed.
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Affiliation(s)
- Ola Ahmed
- From the Division of Abdominal Organ Transplantation, Department of Surgery, Washington University School of Medicine, Saint Louis, MO (Ahmed, Vachharajani, Chapman, Doyle)
| | - Neeta Vachharajani
- From the Division of Abdominal Organ Transplantation, Department of Surgery, Washington University School of Medicine, Saint Louis, MO (Ahmed, Vachharajani, Chapman, Doyle)
| | - Kris P Croome
- Department of Transplant, Mayo Clinic Florida, Jacksonville, FL (Croome)
| | - Parissa Tabrizian
- Recanati/Miller Transplantation Institute, Icahn School of Medicine at Mount Sinai, New York, NY (Tabrizian)
| | - Vatche Agopian
- Dumont-UCLA (University of California, Los Angeles) Transplant and Liver Cancer Centers, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA (Agopian)
| | - Karim Halazun
- New York-Presbyterian Hospital, Weill Cornell, New York, NY (Halazun)
| | - Johnny C Hong
- Division of Transplant Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI (Hong)
| | - Leigh Anne Dageforde
- Department of Surgery, Division of Transplantation, Massachusetts General Hospital, Boston, MA (Dageforde)
| | - William C Chapman
- From the Division of Abdominal Organ Transplantation, Department of Surgery, Washington University School of Medicine, Saint Louis, MO (Ahmed, Vachharajani, Chapman, Doyle)
| | - Mb Majella Doyle
- From the Division of Abdominal Organ Transplantation, Department of Surgery, Washington University School of Medicine, Saint Louis, MO (Ahmed, Vachharajani, Chapman, Doyle)
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10
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McMillan RR, Javle M, Kodali S, Saharia A, Mobley C, Heyne K, Hobeika MJ, Lunsford KE, Victor DW, Shetty A, McFadden RS, Abdelrahim M, Kaseb A, Divatia M, Yu N, Nolte Fong J, Moore LW, Nguyen DT, Graviss EA, Gaber AO, Vauthey JN, Ghobrial RM. Survival following liver transplantation for locally advanced, unresectable intrahepatic cholangiocarcinoma. Am J Transplant 2022; 22:823-832. [PMID: 34856069 DOI: 10.1111/ajt.16906] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Revised: 11/05/2021] [Accepted: 11/17/2021] [Indexed: 01/25/2023]
Abstract
Intrahepatic cholangiocarcinoma (iCCA) has previously been considered a contraindication to liver transplantation (LT). However, recent series showed favorable outcomes for LT after neoadjuvant therapy. Our center developed a protocol for neoadjuvant therapy and LT for patients with locally advanced, unresectable iCCA in 2010. Patients undergoing LT were required to demonstrate disease stability for 6 months on neoadjuvant therapy with no extrahepatic disease. During the study period, 32 patients were listed for LT and 18 patients underwent LT. For transplanted patients, the median number of iCCA tumors was 2, and the median cumulative tumor diameter was 10.4 cm. Patients receiving LT had an overall survival at 1-, 3-, and 5-years of 100%, 71%, and 57%. Recurrences occurred in seven patients and were treated with systemic therapy and resection. The study population had a higher than expected proportion of patients with genetic alterations in fibroblast growth factor receptor (FGFR) and DNA damage repair pathways. These data support LT as a treatment for highly selected patients with locally advanced, unresectable iCCA. Further studies to identify criteria for LT in iCCA and factors predicting survival are warranted.
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Affiliation(s)
- Robert R McMillan
- Department of Surgery, Houston Methodist Hospital, Houston, Texas, USA
| | - Milind Javle
- Gastrointestinal Medical Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas, USA
| | - Sudha Kodali
- Department of Medicine, Hepatology, Houston Methodist Hospital, Houston, Texas, USA
| | - Ashish Saharia
- Department of Surgery, Houston Methodist Hospital, Houston, Texas, USA
| | - Constance Mobley
- Department of Surgery, Houston Methodist Hospital, Houston, Texas, USA
| | - Kirk Heyne
- Department of Medicine, Cancer Center, Houston Methodist Hospital, Houston, Texas, USA
| | - Mark J Hobeika
- Department of Surgery, Houston Methodist Hospital, Houston, Texas, USA
| | - Keri E Lunsford
- Department of Surgery, Rutgers New Jersey Medical School, Newark, New Jersey, USA
| | - David W Victor
- Department of Medicine, Hepatology, Houston Methodist Hospital, Houston, Texas, USA
| | - Akshay Shetty
- Department of Medicine, Hepatology, Houston Methodist Hospital, Houston, Texas, USA
| | - Robert S McFadden
- Department of Medicine, Hepatology, Houston Methodist Hospital, Houston, Texas, USA
| | - Maen Abdelrahim
- Department of Medicine, Cancer Center, Houston Methodist Hospital, Houston, Texas, USA
| | - Ahmed Kaseb
- Gastrointestinal Medical Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas, USA
| | - Mukul Divatia
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, Texas, USA
| | - Nam Yu
- Houston Radiology Associates, Houston, Texas, USA
| | - Joy Nolte Fong
- Department of Surgery, Houston Methodist Hospital, Houston, Texas, USA
| | - Linda W Moore
- Department of Surgery, Houston Methodist Hospital, Houston, Texas, USA
| | - Duc T Nguyen
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, Texas, USA
| | - Edward A Graviss
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, Texas, USA
| | - A Osama Gaber
- Department of Surgery, Houston Methodist Hospital, Houston, Texas, USA
| | - Jean-Nicolas Vauthey
- Department of Surgical Oncology, Division of Surgery, University of Texas M.D. Anderson Cancer Center, Houston, Texas
| | - R Mark Ghobrial
- Department of Surgery, Houston Methodist Hospital, Houston, Texas, USA
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11
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Lozanovski VJ, Ramouz A, Aminizadeh E, Al-Saegh SAH, Khajeh E, Probst H, Picardi S, Rupp C, Chang DH, Probst P, Mehrabi A. Prognostic role of selection criteria for liver transplantation in patients with hepatocellular carcinoma: a network meta-analysis. BJS Open 2022; 6:6536147. [PMID: 35211739 PMCID: PMC8874238 DOI: 10.1093/bjsopen/zrab130] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 10/27/2021] [Accepted: 11/07/2021] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Patients with hepatocellular carcinoma (HCC) are selected for transplantation if they have a low tumour burden and low risk of recurrence. The morphometric Milan criteria have been the cornerstone for patient selection, but dynamic morphological and biological tumour characteristics surfaced as an encouraging tool to refine the selection of patients with HCC and to support the expansion of the Milan criteria. The outcomes of the most prevalent models that select patients with HCC for liver transplantation were analysed in this study, which aimed to identify the selection model that offered the best recurrence-free and overall survival after transplantation. METHODS Studies that compared Milan, University of California San Francisco (UCSF), up-to-seven (UPTS), alpha-fetoprotein (AFP), and MetroTicket 2.0 (MT2) models were included. One-year, 3-year, and 5-year recurrence-free and overall survival rates of patients selected for transplantation using different models were analysed. RESULTS A total of 60 850 adult patients with HCC selected for liver transplantation using Milan, UCSF, UPTS, AFP, or MT2 criteria were included. Patients selected for transplantation using the MT2 model had the highest 1-, 3-, and 5-year recurrence-free survival. In addition, patients selected for transplantation using MT2 criteria had the best 1- and 3-year overall survival, whereas patients selected for transplantation using the Milan criteria had the best 5-year overall survival rates. CONCLUSION The MT2 model offered the best post-transplant outcomes in patients with HCC, highlighting the importance of considering tumour morphology and biology when selecting patients with HCC for liver transplantation.
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Affiliation(s)
- Vladimir J Lozanovski
- Department of General, Visceral and Transplant Surgery, University Hospital Heidelberg, Heidelberg, Germany.,Liver Cancer Center Heidelberg (LCCH), University Hospital Heidelberg, Heidelberg, Germany
| | - Ali Ramouz
- Department of General, Visceral and Transplant Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Ehsan Aminizadeh
- Department of General, Visceral and Transplant Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Sadeq Ali-Hasan Al-Saegh
- Department of General, Visceral and Transplant Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Elias Khajeh
- Department of General, Visceral and Transplant Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Heike Probst
- Department of General, Visceral and Transplant Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Susanne Picardi
- Department of Anesthesiology, University Hospital Heidelberg, Heidelberg, Germany
| | - Christian Rupp
- Liver Cancer Center Heidelberg (LCCH), University Hospital Heidelberg, Heidelberg, Germany.,Department of Internal Medicine IV, University Hospital Heidelberg, Heidelberg, Germany
| | - De-Hua Chang
- Liver Cancer Center Heidelberg (LCCH), University Hospital Heidelberg, Heidelberg, Germany.,Department of Radiology, University Hospital Heidelberg, Heidelberg, Germany
| | - Pascal Probst
- Department of General, Visceral and Transplant Surgery, University Hospital Heidelberg, Heidelberg, Germany.,The Study Center of the German Surgical Society (SDGC), University Hospital Heidelberg, Heidelberg, Germany
| | - Arianeb Mehrabi
- Department of General, Visceral and Transplant Surgery, University Hospital Heidelberg, Heidelberg, Germany.,Liver Cancer Center Heidelberg (LCCH), University Hospital Heidelberg, Heidelberg, Germany
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12
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Gong J, Li Y, Yu J, Wang T, Duan J, Hu A, He X, Zhu X. The predictive role of preoperative serum glutamate dehydrogenase levels in microvascular invasion and hepatocellular carcinoma prognosis following liver transplantation-a single center retrospective study. PeerJ 2021; 9:e12420. [PMID: 34760395 PMCID: PMC8571956 DOI: 10.7717/peerj.12420] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2021] [Accepted: 10/10/2021] [Indexed: 12/13/2022] Open
Abstract
Background As a critical metabolic substrate, glutamine is not only involved in the progression of many cancers but is also related to angiogenesis. Glutamate dehydrogenase (GLDH), a key enzyme in glutamine metabolism, has been reported to regulate tumor proliferation; however, its relationship with microvascular invasion (MVI) is unclear. This study evaluated the ability of preoperative serum GLDH levels to predict MVI and the long-term survival of hepatocellular carcinoma (HCC) patients after liver transplantation (LT). Methods HCC patients that underwent LT from January 2015 to May 2020 at the First Affiliated Hospital of Sun Yat-Sen University were enrolled in our retrospective analysis. Clinicopathological variables were extracted from medical records. A receiver operating characteristic curve was created to determine the optimal cut-off value of GLDH for MVI. Results Preoperative GLDH was significantly elevated in the MVI-positive group (U = 454.00, p = 0.000). The optimal cut-off value of GLDH for MVI was 7.45 U/L, with an area under the curve of 0.747 (95% CI [0.639–0.856], p = 0.000). The sensitivity was 79.3%, while the specificity was 64.5%. GLDH > 7.45 U/L (p = 0.023) and maximum diameter >5 cm (p = 0.001) were independent risk factors for the presence of MVI. Patients with GLDH > 7.45 U/L had significantly poorer overall survival (p = 0.001) and recurrence-free survival (p = 0.001) after LT than patients with GLDH ≤ 7.45 U/L. Similarly, patients with MVI were associated with poor survival (p = 0.000). Conclusions Preoperative elevated serum GLDH levels predict MVI and poorer long-term survival for HCC after LT.
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Affiliation(s)
- Jinlong Gong
- Department of Organ Transplantation, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong province, China
| | - Yaxiong Li
- Department of Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong province, China
| | - Jia Yu
- Department of Organ Transplantation, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong province, China
| | - Tielong Wang
- Department of Organ Transplantation, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong province, China
| | - Jinliang Duan
- Department of Organ Transplantation, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong province, China
| | - Anbin Hu
- Department of Organ Transplantation, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong province, China
| | - Xiaoshun He
- Department of Organ Transplantation, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong province, China
| | - Xiaofeng Zhu
- Department of Organ Transplantation, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong province, China
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13
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L R, T I, Mpaw C, H M, G S. THE MANAGEMENT OF POST-TRANSPLANTATION RECURRENCE OF HEPATOCELLULAR CARCINOMA. Clin Mol Hepatol 2021; 28:1-16. [PMID: 34610652 PMCID: PMC8755475 DOI: 10.3350/cmh.2021.0217] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Accepted: 10/03/2021] [Indexed: 11/15/2022] Open
Abstract
The annual incidence of hepatocellular carcinoma (HCC) continues to rise. Over the last two decades, liver transplantation (LT) has become the preferable treatment of HCC, when feasible and strict selection criteria are met. With the rise in HCC-related LT, compounded by downstaging techniques and expansion of transplant selection criteria, a parallel increase in number of post-transplantation HCC recurrence is expected. Additionally, in the context of an immunosuppressed transplant host, recurrences may behave aggressively and more challenging to manage, resulting in poor prognosis. Despite this, no consensus or best practice guidelines for post-transplantation cancer surveillance and recurrence management for HCC currently exist. Studies with adequate population sizes and high-level evidence are lacking, and the role of systemic and locoregional therapies for graft and extrahepatic recurrences remains under debate. This review seeks to summarize the existing literature on post-transplant HCC surveillance and recurrence management. It highlights the value of early tumour detection, re-evaluating the immunosuppression regimen, and staging to differentiate disseminated recurrence from intrahepatic or extrahepatic oligo-recurrence. This ultimately guides decision-making and maximizes treatment effect. Treatment recommendations specific to recurrence type are provided based on currently available locoregional and systemic therapies.
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Affiliation(s)
- Rajendran L
- Division of General Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Ivanics T
- Multi-Organ Transplant Program, University Health Network, Toronto, Ontario, Canada.,Department of Surgery, Henry Ford Hospital, Detroit, MI, USA.,Department of Surgical Sciences, Akademiska Sjukhuset, Uppsala University, Uppsala, Sweden
| | - Claasen Mpaw
- Multi-Organ Transplant Program, University Health Network, Toronto, Ontario, Canada.,Department of Surgery, Erasmus MC, University Medical Centre, Rotterdam, the Netherlands
| | - Muaddi H
- Division of General Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Sapisochin G
- Division of General Surgery, University of Toronto, Toronto, Ontario, Canada.,Multi-Organ Transplant Program, University Health Network, Toronto, Ontario, Canada
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14
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Panayotova G, Lunsford KE, Latt NL, Paterno F, Guarrera JV, Pyrsopoulos N. Expanding indications for liver transplantation in the era of liver transplant oncology. World J Gastrointest Surg 2021; 13:392-405. [PMID: 34122730 PMCID: PMC8167850 DOI: 10.4240/wjgs.v13.i5.392] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Revised: 02/23/2021] [Accepted: 05/07/2021] [Indexed: 02/06/2023] Open
Abstract
Despite numerous advances and emerging data, liver transplantation in the setting of gastrointestinal malignancies remains controversial outside of certain accepted indications. In an era of persistent organ shortage and increasing organ demand, allocation of liver grafts must be considered carefully. While hepatocellular carcinoma and hilar cholangiocarcinoma have become accepted indications for transplantation, tumor size and standardized multi-disciplinary treatment protocols are necessary to ensure optimal patient outcomes. As more studies seeking to expand the oncologic indications for liver transplantation are emerging, it is becoming increasingly clear that tumor biology and response to therapy are key factors for optimal oncologic outcomes. In addition, time from diagnosis to transplantation appears to correlate with survival, as stable disease over time portends better outcomes post-operatively. Identifying aggressive disease pre-transplant remains difficult with current imaging and tissue sampling techniques. While tumor size and stage are important prognostic predictors for most malignancies, patient and tumor selection protocols are necessary. As the fields of medical and surgical oncology continue to evolve, it is clear that a protocolized interdisciplinary treatment approach is necessary for combatting any cancer effectively. Disease stability over time and response to neoadjuvant therapy may be the best predictors for successful patient outcomes and can be easily incorporated in our treatment paradigms. Current data evaluating liver transplantation for expanded oncologic indications such as: expanded criteria hepatocellular carcinoma, intrahepatic cholangiocarcinoma, mixed tumors, and liver limited metastatic colorectal carcinomas, incorporate multi-modal therapies and evaluation of tumor treatment response. While further investigation is necessary, initial results suggest there is an expanded role for transplant surgery in malignancy in a new era of liver transplant oncology.
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Affiliation(s)
- Guergana Panayotova
- Division of Transplant and Hepatobiliary Surgery, Department of Surgery, Rutgers New Jersey Medical School, Newark, NJ 07103, United States
| | - Keri E Lunsford
- Division of Transplant and Hepatobiliary Surgery, Department of Surgery, Rutgers New Jersey Medical School, Newark, NJ 07103, United States
- Center for Immunity and Inflammation, Institute for Infectious and Inflammatory Diseases, Rutgers New Jersey Medical School, Newark, NJ 07103, United States
| | - Nyan L Latt
- Division of Gastroenterology and Hepatology, Department of Medicine, Rutgers New Jersey Medical School, Newark, NJ 07103, United States
| | - Flavio Paterno
- Division of Transplant and Hepatobiliary Surgery, Department of Surgery, Rutgers New Jersey Medical School, Newark, NJ 07103, United States
| | - James V Guarrera
- Division of Transplant and Hepatobiliary Surgery, Department of Surgery, Rutgers New Jersey Medical School, Newark, NJ 07103, United States
| | - Nikolaos Pyrsopoulos
- Division of Gastroenterology and Hepatology, Department of Medicine, Rutgers New Jersey Medical School, Newark, NJ 07103, United States
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15
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He T, Fong JN, Moore LW, Ezeana CF, Victor D, Divatia M, Vasquez M, Ghobrial RM, Wong STC. An imageomics and multi-network based deep learning model for risk assessment of liver transplantation for hepatocellular cancer. Comput Med Imaging Graph 2021; 89:101894. [PMID: 33725579 PMCID: PMC8054468 DOI: 10.1016/j.compmedimag.2021.101894] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 03/04/2021] [Accepted: 03/08/2021] [Indexed: 01/27/2023]
Abstract
INTRODUCTION Liver transplantation (LT) is an effective treatment for hepatocellular carcinoma (HCC), the most common type of primary liver cancer. Patients with small HCC (<5 cm) are given priority over others for transplantation due to clinical allocation policies based on tumor size. Attempting to shift from the prevalent paradigm that successful transplantation and longer disease-free survival can only be achieved in patients with small HCC to expanding the transplantation option to patients with HCC of the highest tumor burden (>5 cm), we developed a convergent artificial intelligence (AI) model that combines transient clinical data with quantitative histologic and radiomic features for more objective risk assessment of liver transplantation for HCC patients. METHODS Patients who received a LT for HCC between 2008-2019 were eligible for inclusion in the analysis. All patients with post-LT recurrence were included, and those without recurrence were randomly selected for inclusion in the deep learning model. Pre- and post-transplant magnetic resonance imaging (MRI) scans and reports were compressed using CapsNet networks and natural language processing, respectively, as input for a multiple feature radial basis function network. We applied a histological image analysis algorithm to detect pathologic areas of interest from explant tissue of patients who recurred. The multilayer perceptron was designed as a feed-forward, supervised neural network topology, with the final assessment of recurrence risk. We used area under the curve (AUC) and F-1 score to assess the predictability of different network combinations. RESULTS A total of 109 patients were included (87 in the training group, 22 in the testing group), of which 20 were positive for cancer recurrence. Seven models (AUC; F-1 score) were generated, including clinical features only (0.55; 0.52), magnetic resonance imaging (MRI) only (0.64; 0.61), pathological images only (0.64; 0.61), MRI plus pathology (0.68; 0.65), MRI plus clinical (0.78, 0.75), pathology plus clinical (0.77; 0.73), and a combination of clinical, MRI, and pathology features (0.87; 0.84). The final combined model showed 80 % recall and 89 % precision. The total accuracy of the implemented model was 82 %. CONCLUSION We validated that the deep learning model combining clinical features and multi-scale histopathologic and radiomic image features can be used to discover risk factors for recurrence beyond tumor size and biomarker analysis. Such a predictive, convergent AI model has the potential to alter the LT allocation system for HCC patients and expand the transplantation treatment option to patients with HCC of the highest tumor burden.
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Affiliation(s)
- Tiancheng He
- Systems Medicine and Bioengineering Department, Houston Methodist Cancer Center and Departments of Radiology and Pathology, Houston Methodist Hospital, Weill Cornell Medicine, Houston, TX, 77030, United States
| | - Joy Nolte Fong
- Department of Surgery, Houston Methodist Hospital, Houston, TX, 77030, United States
| | - Linda W Moore
- Department of Surgery, Houston Methodist Hospital, Houston, TX, 77030, United States; Center for Outcomes Research, Houston Methodist Research Institute, Houston, TX, 77030, United States
| | - Chika F Ezeana
- Systems Medicine and Bioengineering Department, Houston Methodist Cancer Center and Departments of Radiology and Pathology, Houston Methodist Hospital, Weill Cornell Medicine, Houston, TX, 77030, United States
| | - David Victor
- JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, TX, 77030, United States; Department of Medicine, Houston Methodist Hospital, Houston, TX, 77030, United States
| | - Mukul Divatia
- Department of Clinical Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, TX, 77030, United States
| | - Matthew Vasquez
- Systems Medicine and Bioengineering Department, Houston Methodist Cancer Center and Departments of Radiology and Pathology, Houston Methodist Hospital, Weill Cornell Medicine, Houston, TX, 77030, United States
| | - R Mark Ghobrial
- Department of Surgery, Houston Methodist Hospital, Houston, TX, 77030, United States; JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, TX, 77030, United States.
| | - Stephen T C Wong
- Systems Medicine and Bioengineering Department, Houston Methodist Cancer Center and Departments of Radiology and Pathology, Houston Methodist Hospital, Weill Cornell Medicine, Houston, TX, 77030, United States.
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16
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Purnell SM, Bass BL, Benavides B, Martinez S, McNeil SG, Dickinson KJ. Template for a program tailored ACS/APDS phase 1 curriculum: From needs assessment to implementation. Am J Surg 2021; 223:257-265. [PMID: 33838868 DOI: 10.1016/j.amjsurg.2021.03.034] [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: 10/21/2020] [Revised: 02/04/2021] [Accepted: 03/15/2021] [Indexed: 11/01/2022]
Abstract
BACKGROUND The Phase 1 ACS/APDS skills curriculum standardizes intern training. Despite this, institutional implementation varies and is nationally low. We aimed to use Kern's six-steps to tailor this to our program, providing a framework to improve implementation. METHODS Problem identification and general needs assessment were performed. Targeted needs assessment (TNA) of incoming interns ('interns'), current residents, and attendings determined perceived importance of skills and intern's previous experience and confidence. Educational strategies were developed. Learner knowledge was assessed before and after modules, deficiencies identified enabled employment of active learning strategies. Modular and curricular evaluations were completed. RESULTS TNA determined all interns had been taught knot tying and suturing, and were most confident with suturing, knot tying, and urethral catheterization. Educational strategies included simulation and lectures. Evaluations demonstrated improvement in test scores (pre-v post-) and skills confidence on curricula completion. CONCLUSION Our framework utilizes institutional resources and expertise while focusing on determining existing knowledge, skill, and technical deficiencies of learners. This approach demonstrated improvement in knowledge and confidence, and could improve implementation rates of the Phase 1 curriculum.
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Affiliation(s)
- Shawn M Purnell
- Department of General Surgery, Houston Methodist Hospital, Houston, TX, USA
| | - Barbara L Bass
- George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | - Benjamin Benavides
- Department of General Surgery, Houston Methodist Hospital, Houston, TX, USA; Methodist Institute for Technology, Innovation and Education, Houston, TX, USA
| | - Sylvia Martinez
- Department of General Surgery, Houston Methodist Hospital, Houston, TX, USA
| | - Sara G McNeil
- College of Education, University of Houston, Houston, TX, USA
| | - Karen J Dickinson
- Department of General Surgery, Houston Methodist Hospital, Houston, TX, USA; Methodist Institute for Technology, Innovation and Education, Houston, TX, USA; Department of Surgery, University of Arkansas for Medical Sciences, Little Rock, AR, USA.
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17
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Akhan O, Sarıkaya Y, Köksal A, Ünal E, Çiftçi T, Akıncı D. Irreversible Electroporation of Recurrent Hepatocellular Carcinoma After Liver Transplantation: Report of Two Cases. Cardiovasc Intervent Radiol 2021; 44:807-811. [PMID: 33655357 DOI: 10.1007/s00270-021-02784-7] [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: 11/08/2020] [Accepted: 01/22/2021] [Indexed: 10/22/2022]
Abstract
The treatment strategies of post-transplant hepatocellular carcinoma (HCC) recurrence have not been completely clarified. Thermal ablative techniques have been increasingly performed for the treatment of post-transplant HCC recurrences. However, thermal ablation can create abnormal communication with the biliary tract and the ablation site by causing biliary injury. This abnormal communication may cause bacterial contamination and abscess formation. Irreversible electroporation (IRE) is a nonthermal ablative technique which may reduce the risk of abscess development at the ablation site due to its low risk of thermal injury to the biliary system. IRE may also preserve the perilesional blood vessels. This report describes two cases of post-transplant intrahepatic HCC recurrence which were successfully treated with IRE.
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Affiliation(s)
- Okan Akhan
- Departmant of Radiology, Faculty of Medicine, Hacettepe University, Sıhhiye, 06100, Ankara, Turkey.
| | - Yasin Sarıkaya
- Department of Radiology, Faculty of Medicine, Afyonkarahisar Health Sciences University, Afyonkarahisar, Turkey
| | - Ali Köksal
- Departmant of Radiology, Bayindir Hospital, Sogutozu, Ankara, Turkey
| | - Emre Ünal
- Departmant of Radiology, Faculty of Medicine, Hacettepe University, Sıhhiye, 06100, Ankara, Turkey
| | - Türkmen Çiftçi
- Departmant of Radiology, Faculty of Medicine, Hacettepe University, Sıhhiye, 06100, Ankara, Turkey
| | - Devrim Akıncı
- Departmant of Radiology, Faculty of Medicine, Hacettepe University, Sıhhiye, 06100, Ankara, Turkey
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18
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Nolte Fong JV, Saharia A, Hobeika M, Podder H, Ghobrial RM. The Rise of the Machines: Will They Fulfill the Restoration Promise? Liver Transpl 2020; 26:1568-1570. [PMID: 33029875 DOI: 10.1002/lt.25912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 09/30/2020] [Indexed: 01/13/2023]
Affiliation(s)
- Joy V Nolte Fong
- Houston Methodist Research Institute, Houston Methodist Hospital, Houston, TX
| | - Ashish Saharia
- Department of Surgery, J.C. Walter, Jr. Transplant Center, Sherrie and Alan Conover Center for Liver Disease and Transplantation, Houston Methodist Hospital, Houston, TX.,Department of Surgery, Weill Cornell Medical College, New York, NY
| | - Mark Hobeika
- Department of Surgery, J.C. Walter, Jr. Transplant Center, Sherrie and Alan Conover Center for Liver Disease and Transplantation, Houston Methodist Hospital, Houston, TX.,Department of Surgery, Weill Cornell Medical College, New York, NY
| | - Hemangshu Podder
- Department of Surgery, J.C. Walter, Jr. Transplant Center, Sherrie and Alan Conover Center for Liver Disease and Transplantation, Houston Methodist Hospital, Houston, TX
| | - R Mark Ghobrial
- Department of Surgery, J.C. Walter, Jr. Transplant Center, Sherrie and Alan Conover Center for Liver Disease and Transplantation, Houston Methodist Hospital, Houston, TX.,Department of Surgery, Weill Cornell Medical College, New York, NY
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19
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Cao H, Yang L, Hou B, Sun D, Lin L, Song HL, Shen ZY. Heme oxygenase-1-modified bone marrow mesenchymal stem cells combined with normothermic machine perfusion to protect donation after circulatory death liver grafts. Stem Cell Res Ther 2020; 11:218. [PMID: 32503631 PMCID: PMC7275432 DOI: 10.1186/s13287-020-01736-1] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Revised: 04/29/2020] [Accepted: 05/18/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Donation after circulatory death (DCD) liver grafts have a poor prognosis after transplantation. We investigated whether the outcome of DCD donor organs can be improved by heme oxygenase 1 (HO-1)-modified bone marrow-derived mesenchymal stem cells (BMMSCs) combined with normothermic machine perfusion (NMP), and explored its underlying mechanisms. METHODS BMMSCs were isolated, cultured, and transduced with the HO-1 gene. An NMP system was established. DCD rat livers were obtained, preserved by different methods, and the recipients were divided into 5 groups: sham operation, static cold storage (SCS), NMP, BMMSCs combined with NMP, and HO-1/BMMSCs combined with NMP (HBP) groups. Rats were sacrificed at 1, 7, and 14 days after surgery; their blood and liver tissue samples were collected; and liver enzyme and cytokine levels, liver histology, high-mobility group box 1 (HMGB1) levels in monocytes and liver tissues, and expression of Toll-like receptor 4 (TLR4) pathway-related molecules were evaluated. RESULTS After liver transplantation, the SCS group showed significantly increased transaminase levels, liver tissue damage, and shorter survival time. The HBP group showed lower transaminase levels, intact liver morphology, prolonged survival time, and decreased serum and liver proinflammatory cytokine levels. In the NMP and SCS groups, HMGB1 expression in the serum, monocytes, and liver tissues and TLR4 pathway-related molecule expression were significantly decreased. CONCLUSIONS HO-1/BMMSCs combined with NMP exerted protective effects on DCD donor liver and significantly improved recipient prognosis. The effect of HO-1/BMMSCs was greater than that of BMMSCs and was mediated via HMGB1 expression and TLR4 pathway inhibition.
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Affiliation(s)
- Huan Cao
- Tianjin First Central Hospital Clinic Institute, Tianjin Medical University, Tianjin, 300070 People’s Republic of China
| | - Liu Yang
- Tianjin First Central Hospital Clinic Institute, Tianjin Medical University, Tianjin, 300070 People’s Republic of China
- Department of Organ Transplantation, Tianjin First Central Hospital, No. 24 Fukang Road, Nankai District, Tianjin, 300192 People’s Republic of China
| | - Bin Hou
- Tianjin First Central Hospital Clinic Institute, Tianjin Medical University, Tianjin, 300070 People’s Republic of China
- Tianjin Clinical Research Center for Organ Transplantation, Tianjin, People’s Republic of China
| | - Dong Sun
- Tianjin First Central Hospital Clinic Institute, Tianjin Medical University, Tianjin, 300070 People’s Republic of China
- NHC Key Laboratory of Critical Care Medicine, Tianjin, People’s Republic of China
| | - Ling Lin
- Tianjin First Central Hospital Clinic Institute, Tianjin Medical University, Tianjin, 300070 People’s Republic of China
| | - Hong-Li Song
- Department of Organ Transplantation, Tianjin First Central Hospital, No. 24 Fukang Road, Nankai District, Tianjin, 300192 People’s Republic of China
- Tianjin Key Laboratory of Organ Transplantation, Tianjin, People’s Republic of China
| | - Zhong-Yang Shen
- Department of Organ Transplantation, Tianjin First Central Hospital, No. 24 Fukang Road, Nankai District, Tianjin, 300192 People’s Republic of China
- Key Laboratory of Transplant Medicine, Chinese Academy of Medical Sciences, Tianjin, People’s Republic of China
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20
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Zen Y, Srinivasan P, Kitagawa M, Suzuki K, Heneghan M, Prachalias A. De novo perihilar cholangiocarcinoma arising in the allograft liver 15 years post-transplantation for biliary atresia. Pathol Int 2020; 70:563-567. [PMID: 32350971 DOI: 10.1111/pin.12944] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 04/08/2020] [Accepted: 04/13/2020] [Indexed: 12/23/2022]
Abstract
Most primary liver cancers diagnosed in allograft livers are recurrent tumors of the native liver origin, while donor-derived primary liver cancers are markedly less common. A 21-year-old woman who had liver transplantation for post-Kasai biliary atresia was recently referred for post-transplant biliary stricture. Her transplantation was performed at the age of 6 years using the whole liver graft from a 10-year-old donor and choledocho-jejunostomy. The post-transplant course was uneventful in the first 15 years until she presented with obstructive jaundice. The stricture was located at the level of the hepaticojejunostomy, and required percutaneous transhepatic drainage and bile duct dilatation. She underwent an exploratory laparotomy, which suggested a neoplastic process widely involving the extrahepatic and intrahepatic large bile ducts. The histological examination of the resected extrahepatic bile duct confirmed infiltrating moderately differentiated adenocarcinoma. Molecular tests of multiple short tandem repeat loci confirmed the donor origin of the tumor. After four cycles of chemotherapy with gemicitabine and cisplatin, she is currently on radiotherapy in view of potential re-transplantation. De novo, post-transplant cholangiocarcinoma of graft origin is extremely uncommon with only three other cases reported. Two were associated with recurrent primary sclerosing cholangitis, and all had choledocho-jejunostomy at the time of transplantation.
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Affiliation(s)
- Yoh Zen
- Institute of Liver Studies, King's College Hospital, London, UK
| | | | - Misa Kitagawa
- Department of Legal Medicine, Osaka Medical College, Osaka, Japan
| | - Koichi Suzuki
- Department of Legal Medicine, Osaka Medical College, Osaka, Japan
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