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Ha NB, Fan B, Shui AM, Huang CY, Brandman D, Lai JC. CT-quantified sarcopenic visceral obesity is associated with poor transplant waitlist mortality in patients with cirrhosis. Liver Transpl 2023; 29:476-484. [PMID: 36735830 PMCID: PMC10193893 DOI: 10.1097/lvt.0000000000000010] [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: 07/15/2022] [Accepted: 10/25/2022] [Indexed: 02/05/2023]
Abstract
Sarcopenic obesity is associated with higher rates of morbidity and mortality than seen with either sarcopenia or obesity alone. We aimed to define sarcopenic visceral obesity (SVO) using CT-quantified skeletal muscle index and visceral-to-subcutaneous adipose tissue ratio and to examine its association with waitlist mortality in patients with cirrhosis. Included were 326 adults with cirrhosis awaiting liver transplantation in the ambulatory setting with available abdominal CT within 6 months from enrollment between February 2015 and January 2018. SVO was defined as patients with sarcopenia (skeletal muscle index <50 cm 2 /m 2 in men and <39 cm 2 /m 2 in women) and visceral obesity (visceral-to-subcutaneous adipose tissue ratio ≥1.21 in men and ≥0.48 in women). The percentage who met criteria for sarcopenia, visceral obesity, and SVO were 44%, 29%, and 13%, respectively. Cumulative incidence of waitlist mortality was higher in patients with SVO compared to patients with sarcopenia without visceral obesity or visceral obesity without sarcopenia at 12 months (40% vs. 21% vs. 12%) (overall logrank p =0.003). In univariable Cox regression, SVO was associated with waitlist mortality (HR: 3.42, 95% CI: 1.58-7.39), which remained significant after adjusting for age, sex, diabetes, ascites, encephalopathy, MELDNa, liver frailty index, and different body compositions (HR: 2.64, 95% CI: 1.11-6.30). SVO was associated with increase waitlist mortality in patients with cirrhosis in the ambulatory setting awaiting liver transplantation. Concurrent loss of skeletal muscle and gain of adipose tissue seen in SVO quantified by CT may be a useful and objective measurement to identify patients at risk for suboptimal pretransplant outcomes.
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Wang M, Shui AM, Barry F, Verna E, Kent D, Yao F, Seetharaman S, Berry K, Grubbs RK, George G, Huang CY, Duarte-Rojo A, Lai JC. The TeLeFI (Tele-Liver Frailty Index): Development of a novel frailty tool in patients with cirrhosis via telemedicine. Am J Transplant 2023:S1600-6135(23)00409-4. [PMID: 37061188 DOI: 10.1016/j.ajt.2023.04.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 03/23/2023] [Accepted: 04/10/2023] [Indexed: 04/17/2023]
Abstract
Frailty is a critical determinant of outcomes in cirrhosis patients. Increasing use of telemedicine has created an unmet need for virtual frailty assessment. We aimed to develop a telemedicine-enabled frailty tool [tele-Liver Frailty Index (TeLeFI)]. Adults with cirrhosis in the liver transplant (LT) setting underwent ambulatory frailty testing with the Liver Frailty Index (LFI) in-person, then virtual administration of: 1) validated surveys [e.g., SARC-F, Duke Activity Status Index (DASI)], 2) chair stands, 3) balance. Two models were selected and internally validated for predicting LFI≥4.4 using: 1) Bayesian information criterion (BIC), 2) C-statistics, and 3) ease of use. Of 145 patients, median [IQR] LFI was 3.7 (3.3-4.2); 15% were frail. Frail (vs. not-frail) patients reported significantly greater impairment on all virtually assessed instruments. We selected 2 parsimonious models: 1) DASI + chair/bed transfer (SARC-F) [BIC 255, C-statistics 0.78], and 2) DASI + chair/bed transfer (SARC-F) + virtually assessed chair stands (BIC 244, C-statistics 0.79). Both models had high C-statistics (0.76-0.78) for predicting frailty. In conclusion, the TeLeFI is a novel tool to pragmatically screen frailty in LT patients via telemedicine and may be used to identify patients who require in-person frailty assessment, more frequent follow-up, or frailty intervention.
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Ge J, Lai JC. Artificial intelligence-based text generators in hepatology: ChatGPT is just the beginning. Hepatol Commun 2023; 7:e0097. [PMID: 36972383 PMCID: PMC10043591 DOI: 10.1097/hc9.0000000000000097] [Citation(s) in RCA: 26] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 01/31/2023] [Indexed: 03/29/2023] Open
Abstract
Since its release as a "research preview" in November 2022, ChatGPT, the conversational interface to the Generative Pretrained Transformer 3 large language model built by OpenAI, has garnered significant publicity for its ability to generate detailed responses to a variety of questions. ChatGPT and other large language models generate sentences and paragraphs in response to word patterns in training data that they have previously seen. By allowing users to communicate with an artificial intelligence model in a human-like way, however, ChatGPT has crossed the technological adoption barrier into the mainstream. Existing examples of ChatGPT use-cases, such as negotiating bills, debugging programing code, and writing essays, indicate that ChatGPT and similar models have the potential to have profound (and yet unknown) impacts on clinical research and practice in hepatology. In this special article, we discuss the general background and potential pitfalls of ChatGPT and associated technologies-and then we explore its uses in hepatology with specific examples.
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Bajaj JS, Tandon P, O'Leary JG, Reddy KR, Garcia-Tsao G, Thuluvath P, Lai JC, Subramanian RM, Vargas HE, Wong F, Fagan A, McGeorge S, Thacker LR, Kamath PS. Admission Serum Metabolites and Thyroxine Predict Advanced Hepatic Encephalopathy in a Multicenter Inpatient Cirrhosis Cohort. Clin Gastroenterol Hepatol 2023; 21:1031-1040.e3. [PMID: 35436625 PMCID: PMC11000256 DOI: 10.1016/j.cgh.2022.03.046] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 03/07/2022] [Accepted: 03/24/2022] [Indexed: 12/18/2022]
Abstract
BACKGROUND & AIMS Grades 3 to 4 hepatic encephalopathy (advanced HE), also termed brain failure, is an organ failure that defines acute-on-chronic liver failure. It is associated with poor outcomes in cirrhosis but cannot be predicted accurately. We aimed to determine the admission metabolomic biomarkers able to predict the development of advanced HE with subsequent validation. METHODS Prospective inpatient cirrhosis cohorts (multicenter and 2-center validation) without brain failure underwent admission serum collection and inpatient follow-up evaluation. Serum metabolomics were analyzed to predict brain failure on random forest analysis and logistic regression. A separate validation cohort also was recruited. RESULTS The multicenter cohort included 602 patients, of whom 144 developed brain failure (105 only brain failure) 3 days after admission. Unadjusted random forest analysis showed that higher admission microbially derived metabolites and lower isoleucine, thyroxine, and lysophospholipids were associated with brain failure development (area under the curve, 0.87 all; 0.90 brain failure only). Logistic regression area under the curve with only clinical variables significantly improved with metabolites (95% CI 0.65-0.75; P = .005). Four metabolites that significantly added to brain failure prediction were low thyroxine and maltose and high methyl-4-hydroxybenzoate sulfate and 3-4 dihydroxy butyrate. Thyroxine alone also significantly added to the model (P = .05). The validation cohort including 81 prospectively enrolled patients, of whom 11 developed brain failure. Admission hospital laboratory thyroxine levels predicted brain failure development despite controlling for clinical variables with high specificity. CONCLUSIONS In a multicenter inpatient cohort, admission serum metabolites, including thyroxine, predicted advanced HE development independent of clinical factors. Admission low local laboratory thyroxine levels were validated as a predictor of advanced HE development in a separate cohort.
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Ge J, Kim WR, Lai JC, Kwong AJ. Response to: "Towards optimally replacing the current version of MELD". J Hepatol 2023; 78:e100-e101. [PMID: 36402449 DOI: 10.1016/j.jhep.2022.11.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 11/04/2022] [Indexed: 11/18/2022]
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Ge J, Digitale JC, Pletcher MJ, Lai JC. Breakthrough SARS-CoV-2 infection outcomes in vaccinated patients with chronic liver disease and cirrhosis: A National COVID Cohort Collaborative study. Hepatology 2023; 77:834-850. [PMID: 36799617 PMCID: PMC9538384 DOI: 10.1002/hep.32780] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Revised: 08/30/2022] [Accepted: 09/02/2022] [Indexed: 01/12/2023]
Abstract
BACKGROUND AND AIMS Outcomes of breakthrough SARS-CoV-2 infections have not been well characterized in non-veteran vaccinated patients with chronic liver diseases (CLD). We used the National COVID Cohort Collaborative (N3C) to describe these outcomes. APPROACH AND RESULTS We identified all CLD patients with or without cirrhosis who had SARS-CoV-2 testing in the N3C Data Enclave as of January 15, 2022. We used Poisson regression to estimate incidence rates of breakthrough infections and Cox survival analyses to associate vaccination status with all-cause mortality at 30 days among infected CLD patients. We isolated 278,457 total CLD patients: 43,079 (15%) vaccinated and 235,378 (85%) unvaccinated. Of 43,079 vaccinated patients, 32,838 (76%) were without cirrhosis and 10,441 (24%) with cirrhosis. Breakthrough infection incidences were 5.4 and 4.9 per 1000 person-months for fully vaccinated CLD patients without cirrhosis and with cirrhosis, respectively. Of the 68,048 unvaccinated and 10,441 vaccinated CLD patients with cirrhosis, 15% and 3.7%, respectively, developed SARS-CoV-2 infection. The 30-day outcome of mechanical ventilation or death after SARS-CoV-2 infection for unvaccinated and vaccinated CLD patients with cirrhosis were 15.2% and 7.7%, respectively. Compared to unvaccinated patients with cirrhosis, full vaccination was associated with a 0.34-times adjusted hazard of death at 30 days. CONCLUSIONS In this N3C study, breakthrough infection rates were similar among CLD patients with and without cirrhosis. Full vaccination was associated with a 66% reduction in risk of all-cause mortality for breakthrough infection among CLD patients with cirrhosis. These results provide an additional impetus for increasing vaccination uptake in CLD populations.
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Ge J, Lai JC, Wadhwani SI. Novel approaches are needed to study social determinants of health in liver transplantation. Liver Transpl 2023; 29:241-243. [PMID: 35962612 PMCID: PMC10268038 DOI: 10.1002/lt.26554] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Accepted: 08/03/2022] [Indexed: 01/12/2023]
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Sawinski D, Lai JC, Pinney S, Gray AL, Jackson AM, Stewart D, Levine DJ, Locke JE, Pomposelli JJ, Hartwig MG, Hall SA, Dadhania DM, Cogswell R, Perez RV, Schold JD, Turgeon NA, Kobashigawa J, Kukreja J, Magee JC, Friedewald J, Gill JS, Loor G, Heimbach JK, Verna EC, Walsh MN, Terrault N, Testa G, Diamond JM, Reese PP, Brown K, Orloff S, Farr MA, Olthoff KM, Siegler M, Ascher N, Feng S, Kaplan B, Pomfret E. Addressing sex-based disparities in solid organ transplantation in the United States - a conference report. Am J Transplant 2023; 23:316-325. [PMID: 36906294 DOI: 10.1016/j.ajt.2022.11.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 10/17/2022] [Accepted: 11/04/2022] [Indexed: 01/15/2023]
Abstract
Solid organ transplantation provides the best treatment for end-stage organ failure, but significant sex-based disparities in transplant access exist. On June 25, 2021, a virtual multidisciplinary conference was convened to address sex-based disparities in transplantation. Common themes contributing to sex-based disparities were noted across kidney, liver, heart, and lung transplantation, specifically the existence of barriers to referral and wait listing for women, the pitfalls of using serum creatinine, the issue of donor/recipient size mismatch, approaches to frailty and a higher prevalence of allosensitization among women. In addition, actionable solutions to improve access to transplantation were identified, including alterations to the current allocation system, surgical interventions on donor organs, and the incorporation of objective frailty metrics into the evaluation process. Key knowledge gaps and high-priority areas for future investigation were also discussed.
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Wang M, Huang CY, Cullaro G, Covinsky K, Lai JC. Women with cirrhosis have lower self-rated health than men. Hepatol Commun 2023; 7:e0065. [PMID: 36757393 PMCID: PMC9916108 DOI: 10.1097/hc9.0000000000000065] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 12/23/2022] [Indexed: 02/10/2023] Open
Abstract
BACKGROUND Women systematically experience lower rates of liver transplantation (LT) and higher rates of waitlist mortality than men. Self-rated health has been associated with patient outcomes in the global population. We, therefore, assessed gender differences in self-rated and clinician-rated health among LT candidates. METHODS Ambulatory LT candidates without hepatocellular carcinoma were enrolled from 2012 to 2018. Participants and their hepatologists were asked separately to rate the participant's overall general health on a 6-point scale (0="excellent" to 5="very poor"). Logistic regression was used to assess the associations between covariates and superior self-assessment, defined as 1 SD above the mean self-assessment score. RESULTS Of 855 participants, the median (interquartile range) self-rated health score was 2 (1-3); 156 (18%) were categorized as superior self-rated health. The correlation between self-rated and clinician-rated health was positive (Spearman's rho 0.3, P<0.001). In univariate analysis, being a woman was associated with lower odds of superior self-rated health (OR 0.7, 95% CI 0.5-1.0, P=0.04), which persisted on multivariable analysis (aOR 0.7, 95% CI 0.4-1.0, P=0.05), controlling for race, frailty, work status, comorbidities, Model for End-Stage Liver Disease-Na, hepatic encephalopathy, and ascites. CONCLUSION These findings highlight the need for well-designed quality-based research to determine how our patients perceive health to highlight opportunities to offer more comprehensive, quality-based care.
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Thuluvath AJ, Siddiqui O, Lai JC, Peipert J, Levitsky J, Daud A, Mazumder NR, Flores AM, Borja-Cacho D, Caicedo JC, Loftus C, Wong R, Mroczek D, Ladner DP. Personality Traits in Patients With Cirrhosis Are Different From Those of the General Population and Impact Likelihood of Liver Transplantation. Transplantation 2023; 107:420-428. [PMID: 36173424 PMCID: PMC10294608 DOI: 10.1097/tp.0000000000004304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
BACKGROUND Personality traits influence clinical outcomes in chronic diseases, but their impact in cirrhosis is unknown. We studied the personality of patients with cirrhosis undergoing liver transplant (LT) evaluation and determined their correlation to clinical outcomes. METHODS A multicenter' prospective study of adult patients undergoing LT evaluation was performed from January 2018 to October 2019. The "Big Five" personality traits of conscientiousness, extraversion, openness, neuroticism, and agreeableness plus agency were assessed with the Midlife Development Inventory Personality Scale and compared with the general population. Frailty was assessed with the Liver Frailty Index. RESULTS Two hundred sixty-three LT candidates were enrolled. Twenty-four percent had hepatitis C virus, 25% nonalcoholic steatohepatitis, and 25% ethyl alcohol (mean model for end-stage liver disease = 15.7). Compared with the general population, LT candidates had higher openness (3.1 versus 2.9; P < 0.001), extraversion (3.2 versus 3.1; P < 0.001), agreeableness (3.5 versus 3.4; P = 0.04), agency (2.9 versus 2.6; P < 0.001), neuroticism (2.2 versus 2.1; P = 0.001), and lower conscientiousness (3.3 versus 3.4; P = 0.007). Patients with higher conscientiousness were more likely to receive an LT (HR = 2.76; P = 0.003). CONCLUSIONS Personality traits in LT candidates differ significantly from the general population, with higher conscientiousness associated with a higher likelihood of receiving a transplant.
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Ufere NN, El-Jawahri A, Ritchie C, Lai JC, Schwarze ML. Promoting Prognostic Understanding and Health Equity for Patients With Advanced Liver Disease: Using "Best Case/Worst Case". Gastroenterology 2023; 164:171-176. [PMID: 36702571 DOI: 10.1053/j.gastro.2022.12.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
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Lai JC, Shui AM, Duarte-Rojo A, Rahimi RS, Ganger DR, Verna EC, Volk ML, Kappus M, Ladner DP, Boyarsky B, Segev DL, Gao Y, Huang CY, Singer JP. Association of Frailty With Health-Related Quality of Life in Liver Transplant Recipients. JAMA Surg 2023; 158:130-138. [PMID: 36515937 PMCID: PMC9856900 DOI: 10.1001/jamasurg.2022.6387] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Accepted: 08/23/2022] [Indexed: 12/15/2022]
Abstract
Importance Frailty has been recognized as a risk factor for mortality after liver transplant (LT) but little is known of its association with functional status and health-related quality of life (HRQL), termed global functional health, in LT recipients. Objective To evaluate the association between pre-LT and post-LT frailty with post-LT global functional health. Design, Setting, and Participants This prospective cohort study was conducted at 8 US LT centers and included adults who underwent LT from October 2016 to February 2020. Exposures Frail was defined by a pre-LT Liver Frailty Index (LFI) score of 4.5 or greater. Main Outcomes and Measures Global functional health at 1 year after LT, assessed using surveys (Short Form-36 [SF-36; summarized by physical component scores (PFC) and mental component summary scores (MCS)], Instrumental Activities of Daily Living scale) and performance-based tests (LFI, Fried Frailty Phenotype, and Short Physical Performance Battery). Results Of 358 LT recipients (median [IQR] age, 60 [53-65] years; 115 women [32%]; 25 [7%] Asian/Pacific Islander, 21 [6%] Black, 54 [15%] Hispanic White, and 243 [68%] non-Hispanic White individuals), 68 (19%) had frailty pre-LT. At 1 year post-LT, the median (IQR) PCS was lower in recipients who had frailty vs those without frailty pre-LT (42 [31-53] vs 50 [38-56]; P = .002), but the median MCS was similar. In multivariable regression, pre-LT frailty was associated with a -5.3-unit lower post-LT PCS (P < .001), but not MCS. The proportion who had difficulty with 1 or more Instrumental Activities of Daily Living (21% vs 10%) or who were unemployed/receiving disability (38% vs 29%) was higher in recipients with vs without frailty. In a subgroup of 210 recipients with LFI assessments 1 year post-LT, 13% had frailty at 1 year post-LT. Recipients who had frailty post-LT reported lower adjusted SF-36-PCS scores (coefficient, -11.4; P < .001) but not SF-36-MCS scores. Recipients of LT who had frailty vs those without frailty 1 year post-LT also had worse median (IQR) Fried Frailty Phenotype scores (1 [1-2] vs 1 [0-1]) and higher rates of functional impairment by a Short Physical Performance Battery of 9 or less (42% vs 20%; P = .01). Conclusions and Relevance In this cohort study, pre-LT frailty was associated with worse global functional health 1 year after LT. The presence of frailty after LT was also associated with worse HRQL in physical, but not mental, subdomains. These data suggest that interventions and therapeutics that target frailty that are administered before and/or early post-LT may help to improve the health and well-being of LT recipients.
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Rubin JB, Lai JC, Shui AM, Hohmann SF, Auerbach A. Cirrhosis Inpatients Receive More Opioids and Fewer Nonopioid Analgesics Than Patients Without Cirrhosis. J Clin Gastroenterol 2023; 57:48-56. [PMID: 34653064 PMCID: PMC9008074 DOI: 10.1097/mcg.0000000000001624] [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: 05/08/2021] [Accepted: 09/05/2021] [Indexed: 12/14/2022]
Abstract
GOALS/BACKGROUND Pain is common among cirrhosis patients, particularly those hospitalized with acute illness. Managing pain in this population is challenging due to concern for adverse events and lack of guidelines for analgesic use. We sought to characterize analgesic use among inpatients with cirrhosis compared with matched noncirrhosis controls, as well as hospital-level variation in prescribing patterns. METHODS We utilized the Vizient Clinical Database, which includes clinical and billing data from hospitalizations at >500 US academic medical centers. We identified cirrhosis patients hospitalized in 2017-2018, and a matched cohort of noncirrhosis patients. Types of analgesic given-acetaminophen (APAP), nonsteroidal anti-inflammatory drugs (NSAIDs), opioids, and adjuvants (eg, gabapentinoids, antidepressants) were defined from inpatient prescription records. Conditional logistic regression was used to associate cirrhosis diagnosis with analgesic use. RESULTS Of 116,363 cirrhosis inpatients, 83% received at least 1 dose of an analgesic and 58% had regular inpatient analgesic use, rates that were clinically similar to noncirrhosis controls. Cirrhosis inpatients were half as likely to receive APAP (26% vs. 42%, P <0.01) or NSAIDs (3% vs. 7%, P <0.01), but were more likely to receive opioids (59% vs. 54%, P <0.01), particularly decompensated patients (60%). There was notable variation in analgesic prescribing patterns between hospitals, especially among cirrhosis patients. CONCLUSIONS Analgesic use was common among inpatients, with similar rates among patients with and without cirrhosis. Cirrhosis patients-particularly decompensated patients-were less likely to receive APAP and NSAIDs and more likely to receive opioid analgesics. Because of lack of evidence-based guidance for management of cirrhosis patients with pain, providers may avoid nonopioid analgesics due to perceived risks and consequently may overutilize opioids in this high-risk population.
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Jo J, Crespo G, Gregory D, Sinha J, Xie J, Zhang M, Magee J, Barman P, Patel YA, Schluger A, Walters K, Biggins S, Filipek N, Cullaro G, Wong R, Lai JC, Perreault GJ, Verna EC, Sharma P, VanWagner LB. Factors associated with cardiovascular events after simultaneous liver-kidney transplant from the US Multicenter Simultaneous Liver-Kidney Transplant Consortium. Hepatol Commun 2023; 7:e2108. [PMID: 36285830 PMCID: PMC9827959 DOI: 10.1002/hep4.2108] [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: 02/09/2022] [Revised: 08/08/2022] [Accepted: 09/02/2022] [Indexed: 01/17/2023] Open
Abstract
Cardiovascular disease is a leading complication after both liver and kidney transplantation. Factors associated with and rates of cardiovascular events (CVEs) after simultaneous liver-kidney transplant (SLKT) are unknown. This was a retrospective cohort study of adult SLKT recipients between 2002 and 2017 at six centers in six United Network for Organ Sharing regions in the US Multicenter SLKT Consortium. The primary outcome was a CVE defined as hospitalization due to acute coronary syndrome, arrhythmia, congestive heart failure, or other CV causes (stroke or peripheral vascular disease) within 1 year of SLKT. Among 515 SLKT subjects (mean age ± SD, 55.4 ± 10.6 years; 35.5% women; 68.1% White), 8.7% had a CVE within 1 year of SLKT. The prevalence of a CVE increased from 3.3% in 2002-2008 to 8.9% in 2009-2011 to 14.0% in 2012-2017 ( p = 0.0005). SLKT recipients with a CVE were older (59.9 vs. 54.9 years, p < 0.0001) and more likely to have coronary artery disease (CAD) (37.8% vs. 18.4%, p = 0.002) and atrial fibrillation (AF) (27.7% vs. 7.9%, p = 0.003) than those without a CVE. There was a trend toward older age by era of SLKT ( p = 0.054). In multivariate analysis adjusted for cardiac risk factors at transplant, age (odds ratio [OR], 1.06; 95% confidence interval [CI], 1.02, 1.11), CAD (OR, 3.62; 95% CI, 1.60, 8.18), and AF (OR, 2.36; 95% CI, 1.14, 4.89) were associated with a 1-year CVE after SLKT. Conclusion : Among SLKT recipients, we observed a 4-fold increase in the prevalence of 1-year CVEs over time. Increasing age, CAD, and AF were the main potential explanatory factors for this trend independent of other risk factors. These findings suggest that CV risk protocols may need to be tailored to this high-risk population.
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Wadhwani SI, Lai JC. The digital determinants of liver disease. Hepatology 2023; 77:13-14. [PMID: 35753068 PMCID: PMC10268049 DOI: 10.1002/hep.32639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 06/22/2022] [Indexed: 02/03/2023]
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Ufere NN, Satapathy N, Philpotts L, Lai JC, Serper M. Financial burden in adults with chronic liver disease: A scoping review. Liver Transpl 2022; 28:1920-1935. [PMID: 35644920 PMCID: PMC9669101 DOI: 10.1002/lt.26514] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 04/21/2022] [Accepted: 05/04/2022] [Indexed: 01/19/2023]
Abstract
The economic burden of chronic liver disease is rising; however, the financial impact of chronic liver disease on patients and families has been underexplored. We performed a scoping review to identify studies examining financial burden (patient/family health care expenditures), financial distress (material, behavioral, and psychological consequences of financial burden), and financial toxicity (adverse health outcomes of financial distress) experienced by patients with chronic liver disease and their families. We searched MEDLINE, Embase, Cochrane Library, and the Web of Science online databases for articles published since the introduction of the Model for End-Stage Liver Disease score for liver transplantation allocation in February 2002 until July 2021. Final searches were conducted between June and July 2021. Studies were included if they examined the prevalence or impact of financial burden or distress among patients with chronic liver disease and/or their caregivers. A total of 19 observational studies met inclusion criteria involving 24,549 patients and 276 caregivers across 5 countries. High rates of financial burden and distress were reported within the study populations, particularly among patients with hepatic encephalopathy, hepatocellular carcinoma, and liver transplantation recipients. Financial burden and distress were associated with increased pre- and posttransplantation health care utilization and poor health-related quality of life as well as caregiver burden, depression, and anxiety. None of the included studies evaluated interventions to alleviate financial burden and distress. Observational evidence supports the finding that financial burden and distress are underrecognized but highly prevalent among patients with chronic liver disease and their caregivers and are associated with poor health outcomes. There is a critical need for interventions to mitigate financial burden and distress and reduce financial toxicity in chronic liver disease care.
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Wadhwani SI, Barrera AG, Shifman HP, Baker E, Bucuvalas J, Gottlieb LM, Kotagal U, Rhee SJ, Lai JC, Lyles CR. Caregiver perspectives on the everyday medical and social needs of long-term pediatric liver transplant patients. Liver Transpl 2022; 28:1735-1746. [PMID: 35524767 PMCID: PMC9949888 DOI: 10.1002/lt.26498] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 04/22/2022] [Accepted: 04/28/2022] [Indexed: 02/05/2023]
Abstract
Using in-depth interviews, we sought to characterize the everyday medical and social needs of pediatric liver transplant caregivers to inform the future design of solutions to improve care processes. Participants (parents/caregivers of pediatric liver transplant recipients) completed a survey (assessing socioeconomic status, economic hardship, health literacy, and social isolation). We then asked participants to undergo a 60-min virtual, semistructured qualitative interview to understand the everyday medical and social needs of the caregiver and their household. We intentionally oversampled caregivers who reported a social or economic hardship on the survey. Transcripts were analyzed using thematic analysis and organized around the Capability, Opportunity, Motivation-Behavior model. A total of 18 caregivers participated. Of the participants, 50% reported some form of financial strain, and about half had less than 4 years of college education. Caregivers had high motivation and capability in executing transplant-related tasks but identified several opportunities for improving care. Caregivers perceived the health system to lack capability in identifying and intervening on specific family social needs. Caregiver interviews revealed multiple areas in which family supports could be strengthened, including (1) managing indirect costs of prolonged hospitalizations (e.g., food, parking), (2) communicating with employers to support families' needs, (3) coordinating care across hospital departments, and (4) clarifying care team roles in helping families reduce both medical and social barriers. This study highlights the caregiver perspective on barriers and facilitators to posttransplant care. Future work should identify whether these themes are present across transplant centers. Caregiver perspectives should help inform future interventions aimed at improving long-term outcomes for children after liver transplantation.
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Sharma P, Xie J, Wang L, Zhang M, Magee J, Answine A, Barman P, Jo J, Sinha J, Schluger A, Perreault GJ, Walters KE, Cullaro G, Wong R, Filipek N, Biggins SW, Lai JC, VanWagner LB, Verna EC, Patel YA. Burden of early hospitalization after simultaneous liver-kidney transplantation: Results from the US Multicenter SLKT Consortium. Liver Transpl 2022; 28:1756-1765. [PMID: 35665591 PMCID: PMC11068063 DOI: 10.1002/lt.26523] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 04/26/2022] [Accepted: 05/18/2022] [Indexed: 01/13/2023]
Abstract
The burden of early hospitalization (within 6 months) following simultaneous liver-kidney transplant (SLKT) is not known. We examined risk factors associated with early hospitalization after SLKT and their impact on patient mortality conditional on 6-month survival. We used data from the US Multicenter SLKT Consortium cohort study of all adult SLKT recipients between 2002 and 2017 who were discharged alive following SLKT. We used Poisson regression to model rates of early hospitalizations after SLKT. Cox regression was used to identify risk factors associated with mortality conditional on survival at 6 months after SLKT. Median age (N = 549) was 57.7 years (interquartile range [IQR], 50.6-63.9) with 63% males and 76% Whites; 33% had hepatitis C virus, 20% had non-alcohol-associated fatty liver disease, 23% alcohol-associated liver disease, and 24% other etiologies. Median body mass index (BMI) and Model for End-Stage Liver Disease-sodium scores were 27.2 kg/m2 (IQR, 23.6-32.2 kg/m2 ) and 28 (IQR, 23-34), respectively. Two-thirds of the cohort had at least one hospitalization within the first 6 months of SLKT. Age, race, hospitalization at SLKT, diabetes mellitus, BMI, and discharge to subacute rehabilitation (SAR) facility after SLKT were independently associated with a high incidence rate ratio of early hospitalization. Number of hospitalizations within the first 6 months did not affect conditional survival. Early hospitalizations after SLKT were very common but did not affect conditional survival. Although most of the risk factors for early hospitalization were nonmodifiable, discharge to SAR after initial SLKT was associated with a significantly higher incidence rate of early hospitalization. Efforts and resources should be focused on identifying SLKT recipients at high risk for early hospitalization to optimize their predischarge care, discharge planning, and long-term follow-up.
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Crespo G, Hessheimer AJ, Armstrong MJ, Berzigotti A, Monbaliu D, Spiro M, Raptis DA, Lai JC. Which preoperative assessment modalities best identify patients who are suitable for enhanced recovery after liver transplantation? A systematic review of the literature and expert panel recommendations. Clin Transplant 2022; 36:e14644. [PMID: 35293025 DOI: 10.1111/ctr.14644] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 02/28/2022] [Indexed: 02/04/2023]
Abstract
BACKGROUND To implement Enhanced Recovery After Surgery (ERAS) protocols for liver transplant (LT) candidates, it is essential to identify tools that can help risk stratify patients by their risk of early adverse post-LT outcomes. OBJECTIVE We aimed to identify pre-LT tools that assess functional capacity, frailty, and muscle mass that can best risk stratify patients by their risk of adverse post-LT outcomes. METHODS We first conducted a systematic review following PRISMA guidelines, expert panel review and recommendations using the GRADE approach (PROSPERO ID CRD42021237434). After confirming there are no studies evaluating assessment modalities for ERAS protocols for LT recipients specifically, the approach of the review focused on pre-LT modalities that identify LT recipients at higher risk of worse early post-LT outcomes (≤90 days), considering that this is particularly pertinent when evaluating candidates for ERAS. RESULTS Twenty-two studies were included in the review, encompassing three different types of pre-LT modalities: evaluation of physical function (including frailty and general physical scores like the Karnofsky Performance Status (KPS), assessment of cardiopulmonary capacity, and estimation of muscle mass and composition. The majority of studies evaluated frailty assessment and muscle mass. Most studies, except for liver frailty index (LFI), were retrospective and single-center. All assessment modalities could identify, in different grade, LT recipients with higher risk of early post-LT mortality, length of stay or postoperative complications. CONCLUSIONS We identified four pre-LT assessment tools that could be used to identify patients who are suitable for ERAS protocols: (1) KPS (quality of evidence moderate, grade of recommendation strong); (2) LFI (quality of evidence moderate, grade of recommendation strong); (3) abdominal muscle mass by CT (quality of evidence moderate, grade of recommendation strong); and (4) cardiopulmonary exercise testing (CPET) (quality of evidence moderate, grade of recommendation weak). We recommend that selection of the appropriate tool depends on the specific clinical setting and available resources to administer the tool, and that use of a tool be incorporated into the routine preoperative assessment when considering implementation of ERAS protocols for LT.
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Cullaro G, Hsu CY, Lai JC. Variability in serum creatinine is associated with waitlist and post-liver transplant mortality in patients with cirrhosis. Hepatology 2022; 76:1069-1078. [PMID: 35357707 PMCID: PMC10321149 DOI: 10.1002/hep.32497] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 03/14/2022] [Accepted: 03/20/2022] [Indexed: 12/08/2022]
Abstract
BACKGROUND AND AIMS Kidney function in patients with cirrhosis is dynamic. After controlling for the presence of chronic kidney disease (CKD) and acute kidney injury (AKI), we investigated the impact of variation in clinical function on pre-liver transplantation (LT) and post-LT outcomes. APPROACH AND RESULTS We included adults listed for LT from 2011 through 2018. We excluded those with any exceptions, those on hemodialysis at listing, and those with fewer than three clinical updates in the United Network for Organ Sharing database. Our primary exposure was the serum creatinine coefficient of variation (sCr CoV). Logistic regression determined the associations between our exposures and higher sCr CoV. Competing risk regression determined the associations between our exposures and waitlist mortality, accounting for LT as a competing risk. Cox regression determined the associations between our exposures and either listing for kidney transplant or death. We divided our cohort into tertiles of sCr CoV: low variability, 8.8% (interquartile range [IQR], 6.6%-10.8%); intermediate variability, 17.4% (IQR, 14.8%-20.4%); high variability, 36.8% (IQR, 29.5%-48.8%). We demonstrate that women, those with CKD, and those with advanced liver disease were more likely to have a greater sCr CoV. Compared to those with low variability, those with high variability had significantly higher waitlist mortality (34.7% vs. 19.6% vs. 11.7%, p < 0.001). We highlight that the sCr CoV was associated with higher waitlist and post-LT mortality-an association independent of baseline sCr, the degree of underlying liver disease, the presence of AKI, or the presence of CKD. CONCLUSION This study informs the long-term impact of the variation in kidney function we all see in clinical practice. These data highlight that all fluctuations in sCr are associated with worse pre-LT and post-LT outcomes.
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Rubin JB, Lai JC, Leonard S, Seal K, Hoggatt KJ, Keyhani S. Long-Term Opioid Use Among Veterans with Cirrhosis: High-Dose Prescriptions in an Exceedingly High-Risk Population. J Gen Intern Med 2022; 37:3205-3207. [PMID: 35037175 PMCID: PMC9485296 DOI: 10.1007/s11606-021-07282-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 11/16/2021] [Indexed: 10/19/2022]
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Ebel NH, Lai JC, Bucuvalas JC, Wadhwani SI. A review of racial, socioeconomic, and geographic disparities in pediatric liver transplantation. Liver Transpl 2022; 28:1520-1528. [PMID: 35188708 PMCID: PMC9949889 DOI: 10.1002/lt.26437] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 01/21/2022] [Accepted: 02/15/2022] [Indexed: 02/07/2023]
Abstract
Equity is a core principle in both pediatrics and solid organ transplantation. Health inequities, specifically across race, socioeconomic position, or geography, reflect a moral failure. Ethical principles of prudential life span, maximin principle, and fair innings argue for allocation priority to children related to the number of life years gained, equal access to transplant, and equal opportunity for ideal posttransplant outcomes. Iterative policy changes have aimed to narrow these disparities to achieve pediatric transplant equity. These policy changes have focused on modifying pediatric priority for organ allocation to eliminate mortality on the pediatric transplant waiting list. Yet disparities remain in pediatric liver transplantation at all time points: from access to referral for transplantation, likelihood of living donor transplantation, use of exception narratives, waitlist mortality, and inequitable posttransplant outcomes. Black children are less likely to be petitioned for exception scores, have higher waitlist mortality, are less likely to be the recipient of a living donor transplant, and have worse posttransplant outcomes compared with White children. Children living in the most socioeconomically deprived neighborhoods have worse posttransplant outcomes. Children living farther from a transplant center have higher waitlist mortality. Herein we review the current knowledge of these racial and ethnic, socioeconomic, and geographic disparities for these children. To achieve equity, stakeholder engagement is required at all levels from providers and health delivery systems, learning networks, institutions, and society. Future initiatives must be swift, bold, and effective with the tripartite mission to inform policy changes, improve health care delivery, and optimize resource allocation to provide equitable transplant access, waitlist survival, and posttransplant outcomes for all children.
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Berry KA, Kent D, Seetharaman S, Wong R, Mohamad Y, Yao F, Nunez-Duarte M, Wadhwani SI, Boyarsky BJ, Rahimi RS, Duarte-Rojo A, Kappus MR, Volk ML, Ladner DP, Segev DL, McAdams-DeMarco M, Verna EC, Ganger DR, Lai JC. Loneliness in adults awaiting liver transplantation at 7 U.S. transplant centers. Ann Hepatol 2022; 27:100718. [PMID: 35460882 PMCID: PMC9533335 DOI: 10.1016/j.aohep.2022.100718] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 04/05/2022] [Accepted: 04/11/2022] [Indexed: 02/04/2023]
Abstract
INTRODUCTION Loneliness, "a subjective feeling of being isolated", is a strong predictor of adverse health. We characterized loneliness in patients with end-stage liver disease (ESLD) awaiting liver transplantation (LT). METHODS We surveyed loneliness in ambulatory ESLD adults awaiting LT at 7 U.S. sites using the validated UCLA Three-Item Loneliness Scale, May2020-Jan2021; "lonely"=total ≥5. Liver Frailty Index (LFI) assessed frailty; "frail"=LFI≥4.4. Logistic regression associated loneliness and co-variables. RESULTS Of 454 participants, median MELDNa was 14 (IQR 10-19) and 26% met criteria for "lonely". Compared to those not lonely, those lonely were younger (57 v. 61y), more likely to be female (48% v. 31%) or frail (21 v. 11%), and less likely to be working (15% v. 26%) or in a committed partnership (52% v. 71%). After multivariable adjustment, frailty (OR=2.24, 95%CI=1.23-4.08), younger age (OR=1.19, 95%CI=1.07-1.34), female sex (OR=1.83, 95%CI=1.14-2.92), not working (OR=2.16, 95%CI=1.16-4.03), and not in a committed partnership (OR=2.07, 95%CI=1.29-3.32) remained significantly associated with higher odds of loneliness. CONCLUSION Loneliness is prevalent in adults awaiting LT, and independently associated with younger age, female sex and physical frailty. These data lay the foundation to investigate the extent to which loneliness impacts health outcomes in LT, as in the general population. Clinical Trial Registry Website: https://clinicaltrials.gov Trial Number: NCT03228290.
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Cullaro G, Verna EC, McCulloch CE, Lai JC. Improving the Model for End-Stage Liver Disease with sodium by incorporating kidney dysfunction types. Hepatology 2022; 76:689-699. [PMID: 35298079 PMCID: PMC9378344 DOI: 10.1002/hep.32448] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 02/15/2022] [Accepted: 02/16/2022] [Indexed: 01/21/2023]
Abstract
BACKGROUND AND AIMS We investigated the impact of the inclusion of kidney dysfunction type on the discrimination and calibration of the Model for End-Stage Liver Disease with sodium (MELD-Na-KT) score. APPROACH AND RESULTS We included all adults listed for ≥90 days without exception points from January 1, 2008, through December 31, 2018. We defined kidney dysfunction types as follows: acute kidney disease (AKD; an increase of ≥0.3 mg/dL or ≥50% in serum creatinine in the last 7 days or fewer than 72 days of hemodialysis), chronic kidney disease (CKD; an estimated glomerular filtration rate <60 ml/min/1.73 m2 for 90 days or ≥72 days of hemodialysis), AKD on CKD (met both definitions), or none (met neither definition). We then developed and validated a multivariable survival model with follow-up beginning at the first assessment after 90 days from waitlist registration and ending at the time of death, waitlist removal, or 90 days from enrollment in this study. The predictor variables were MELD-Na and the derived MELD-Na-KT model. In the derivation cohort, kidney dysfunction type was significantly associated with waitlist mortality after controlling for MELD-Na. There was a significant linear interaction between kidney dysfunction type and MELD-Na score. In the validation cohort, we saw an improvement in the discrimination of the model with an increase in the c-index from 0.76 with MELD-Na to 0.78 with MELD-Na-KT (p = 0.002) and a net reclassification index of 10.8% (95% CI, 1.9%-11.4%). The newly derived MELD-Na-KT model had lower Brier scores (MELD-Na-KT 0.042 vs. MELD-Na 0.053). CONCLUSIONS This study demonstrates the feasibility and the potential for objectively defined kidney dysfunction types to enhance the prognostication of waitlist mortality provided by the MELD-Na score.
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Ha NB, Montano-Loza AJ, Carey EJ, Lin S, Shui AM, Huang CY, Dunn MA, Lai JC. Sarcopenic visceral obesity is associated with increased post-liver transplant mortality in acutely ill patients with cirrhosis. Am J Transplant 2022; 22:2195-2202. [PMID: 35486028 PMCID: PMC9427718 DOI: 10.1111/ajt.17079] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 03/20/2022] [Accepted: 04/22/2022] [Indexed: 01/25/2023]
Abstract
"Sarcopenic obesity" refers to a condition of low muscle mass in the context of obesity, though may be difficult to assess in patients with cirrhosis who are acutely ill. We aimed to define sarcopenic visceral obesity (SVO) using CT-based skeletal muscle index (SMI) and visceral-to-subcutaneous adipose tissue ratio (VSR) to examine its association with post-transplant mortality. We analyzed 116 adult inpatients with cirrhosis who were urgently listed and transplanted between 1/2005 and 12/2017 at 4 North American transplant centers. SVO was defined as patients with sarcopenia (SMI <50 cm2 /m2 in men and <39 cm2 /m2 in women) and visceral obesity (VSR ≥ 1.54 in men and ≥1.37 in women). The percentage who met criteria for sarcopenia, visceral obesity, and SVO were 45%, 42%, and 20%, respectively. Cumulative rates of post-transplant mortality were higher in patients with SVO compared to patients with sarcopenia or visceral obesity alone at 36 months (39% vs. 14% vs. 8%) [logrank p = .01]. In univariable regression, SVO was associated with post-transplant mortality (HR 2.92, 95%CI 1.04-8.23) and remained significant after adjusting for age, sex, diabetes, encephalopathy, hepatocellular carcinoma, and MELD-Na (HR 3.50, 95%CI 1.10-11.15). In conclusion, SVO is associated with increased post-transplant mortality in acutely ill patients with cirrhosis.
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