Abstract
The global obesity epidemic has reshaped the landscape of liver transplantation (LT). Metabolic dysfunction-associated steatotic liver disease (MASLD) has become one of the leading indications for LT in Western countries, while excess adiposity simultaneously complicates donor and recipient selection, surgical outcomes, and long-term graft survival. Although previous studies have examined obesity, MASLD, and LT separately, an integrative overview of their bidirectional relationship and its clinical implications is lacking. This mini-review addresses that gap by synthesizing current evidence on how obesity influences LT candidacy, perioperative risk, graft outcomes, and metabolic complications after transplantation. We further highlight emerging concepts of “metabolic fitness,” the role of prehabilitation, novel pharmacotherapies, and bariatric interventions, while underscoring the urgent need for transplant-specific metabolic guidelines. Without upstream prevention and coordinated system-level adaptation, transplant programs will face an unsustainable burden of obesity-related liver disease.
Keywords: Artificial intelligence, Fatty liver, Liver transplantation, Metabolic dysfunction-associated steatotic liver disease, Obesity
1. Introduction
Liver transplantation (LT) remains one of the most complex yet successful surgical interventions in modern medicine. According to data from the WHO–ONT Global Observatory, 41,111 liver transplants were reported worldwide in 2023, marking a 10 % increase from 2022, notably, 25 % involved living donors [1]. More specifically, in the United States, a record of 10,660 liver transplants was carried out in 2023, marking the first time the annual figure surpassed 10,000. Alcohol-associated liver disease (ALD) remains the predominant indication, with 34.6 % for cirrhosis and 6.5 % for acute hepatitis, followed by MASH (metabolic dysfunction-associated steatohepatitis) at 20.3 % [2]. In the U.S., MASH prevalence among LT recipients surged from approximately 9 % in 2000 to nearly 28 % by 2022, while in Europe, it rose from about 5 % to 12 %, with ALD similarly emerging as the leading indication [3].
Over the past three decades, significant advancements in surgical techniques, perioperative and postoperative care, immunosuppression, and overall patient management have markedly improved survival rates and graft longevity. At the same time, the growing prevalence of obesity and metabolic syndrome has introduced a new layer of complexity, reshaping both the indications for and outcomes of LT. Historically, end-stage liver disease was primarily driven by viral hepatitis or alcohol-related liver damage. Nowadays, it is increasingly rooted in metabolic dysfunction. Over the past two decades, the global burden of metabolic dysfunction-associated steatotic liver disease (MASLD) has risen sharply, with a prevalence in the adult population climbing from approximately 25 %–32 % [4]. This trend now affects nearly two billion people worldwide and closely parallels the escalating rates of obesity and type 2 diabetes [5].
Despite the rapidly growing body of research on obesity, MASLD and liver transplantation, current reviews have largely addressed these domains separately. Prior work has focused on the epidemiology of MASLD and its rising prevalence [6,7], on transplant outcomes in patients with obesity or MASH [[8], [9], [10]], or on advances in pharmacologic therapies for metabolic liver disease [[11], [12], [13], [14], [15], [16], [17], [18]]. However, a comprehensive synthesis that integrates the bidirectional impact of obesity on liver transplantation, i.e., from donor and recipient selection, perioperative risk, graft function, and recurrence of disease to the emerging roles of metabolic pharmacotherapies, bariatric surgery, and multidisciplinary care model remains limited. In particular, there is a paucity of reviews that bridge public health implications of the obesity/MASLD epidemic with the surgical and metabolic challenges faced in the transplant setting. Therefore, the aim of this mini-review is to critically summarize current evidence on the complex interplay between obesity, MASLD, and liver transplantation. Specifically, we seek to: (i) describe how obesity shapes transplant candidacy, perioperative risk, and post-transplant outcomes; (ii) review novel strategies for optimizing metabolic fitness, including prehabilitation, pharmacologic therapies and bariatric interventions; and (iii) highlight future directions and multidisciplinary approaches required to address this growing metabolic and surgical frontier.
2. MASLD: the metabolic age of liver transplantation
MASLD is nowadays the liver transplant indication with the greatest rate of growth in Western nations [5,11]. This increase is indicative of a larger epidemiological shift toward chronic illnesses linked to insulin resistance, sedentary lifestyles, and high calorie intake. Commonly associated with obesity, type 2 diabetes mellitus (T2DM), hypertension, and dyslipidemia, MASLD is the hepatic expression of systemic metabolic dysfunction and frequently falls within the metabolic syndrome [19,20].
According to recent data from the US and Europe, MASLD is currently one of the top three indications for LT, and during the next ten years, its incidence is predicted to overtake all other causes [7,21]. More importantly, many patients arrive at advanced stages, frequently with concurrent hepatocellular carcinoma (HCC), which can develop in non-cirrhotic livers, being more common in MASLD than in other etiologies [22,23]. Limited treatment windows and delayed referrals are caused by the underdiagnosis and silent development of MASLD.
3. Obesity: more than just BMI
According to standard definitions, up to 40 % of liver transplant candidates in North America are obese, with a body mass index (BMI) of ≥30 kg/m2 [9]. However, in this cohort, BMI is not a sufficient indicator of metabolic risk on its own. Compared to subcutaneous fat or weight alone, visceral adiposity, sarcopenic obesity, and ectopic fat distribution (especially hepatic, pancreatic, and epicardial fat) are more predictive of perioperative problems and metabolic sequelae [10,11].
Patients with obesity face higher rates of perioperative complications, including wound infections, hepatic artery thrombosis, prolonged ventilation, and extended ICU stays [20]. Moreover, obesity is independently associated with higher rates of early allograft dysfunction, likely due to altered hemodynamics and increased susceptibility to hepatic ischemia-reperfusion injury [21]. Importantly, metabolic syndrome, regardless of body mass index (BMI), has been shown to adversely affect both patient and graft survival following liver transplantation [22].
4. The post-transplant metabolic burden
Although LT may effectively resolve hepatic decompensation, it does not address the underlying metabolic derangements. Indeed, insulin resistance, dyslipidemia, and hypertension may be exacerbated by the post-transplant milieu, which is characterized by the use of corticosteroids, calcineurin inhibitors (CNIs), and mammalian target of rapamycin (mTOR) inhibitors [23]. According to studies, de novo metabolic syndrome may occur in as many as 50–60 % of LT patients within the first year following transplantation [24]. Furthermore, MASLD recurrence in the allograft is frequent, especially in patients who already have metabolic risk factors, and it may progress to fibrosis or even cirrhosis [25,26].
Post-transplant diabetes mellitus (PTDM) is another significant concern, with a prevalence exceeding 30 %, influenced by immunosuppressive regimens and baseline insulin sensitivity [27]. PTDM has been linked to adverse long-term graft outcomes, increased cardiovascular mortality, and renal impairment. Moreover, increased appetite, reduced physical activity, and corticosteroid use contribute to both de novo and recurrent obesity after transplantation [28].
5. Metabolic fitness: a new paradigm in transplant candidacy
Traditional criteria for transplant candidacy have emphasized MELD (Model for End-Stage Liver Disease) score and liver-specific metrics. However, in the metabolic era, there is growing recognition that transplant fitness must incorporate cardiometabolic status. Tools such as cardiopulmonary exercise testing (CPET), sarcopenia assessment via cross-sectional imaging, and frailty indices are increasingly utilized to predict operative risk and post-transplant recovery [[29], [30], [31]]. Additionally, non-invasive determinations of insulin resistance, hepatic steatosis and body composition have been increasingly incorporated into the evaluation of liver transplant candidates [31].
Prehabilitation, defined as the enhancement of functional capacity prior to surgery, has gained attention as a means to improve outcomes in metabolically compromised patients. Targeted interventions include supervised exercise regimens, dietary optimization, and pharmacologic agents aimed at improving insulin sensitivity and reducing hepatic steatosis [32].
6. Pharmacologic interventions: a new era of metabolic modulation
Recent developments in metabolic pharmacotherapy provide hope in pre- and post-transplant management. GLP-1 receptor agonists (semaglutide, liraglutide) have been shown to significantly improve hepatic steatosis, fibrosis scores, and cardiovascular risk [33]. SGLT2 inhibitors and dual incretin agonists (tirzepatide) are also being investigated for their effects on hepatic fat, weight loss, and insulin sensitivity in patients with advanced liver disease [34,35]. Initial trials suggest that these agents may be both safe and effective in some pre-LT cohorts, while there are limited data in decompensated cirrhosis [36]. Finally, thyroid hormones and their receptors, particularly through the action of thyroid hormone receptor (TR) agonists, have emerged as promising tools for enhancing metabolic function and reducing hepatic inflammation [37]. Among these, resmetiron, a hepatocyte-targeted, orally administered selective TR agonist, gained approval from the U.S. Food and Drug Administration (FDA) in March 2024 for treating moderate to severe fibrosis in non-cirrhotic individuals with metabolic dysfunction-associated steatohepatitis (MASH). This approval was based on significant findings from the MAESTRO clinical program [38]. While the authorization of resmetirom marks a significant advancement in the therapeutic landscape of MASLD and MASH, uncertainties remain concerning its sustained efficacy and influence on broader clinical outcomes. Continued investigation, especially through ongoing MAESTRO studies, is expected to shed further light on the long-term role of resmetirom and related agents in managing MASLD [38]. Resmetirom, in combination with diet and exercise, is approved for adults with noncirrhotic MASH and F2–F3 fibrosis. In MAESTRO-NASH, Week 52 co-primary endpoints were MASH resolution without fibrosis worsening or ≥1-stage fibrosis improvement without MASH worsening, validated surrogates predictive of liver-related outcomes [39,40]. The continuation of resmetirom is advised for patients with significant fibrosis improvement, while discontinuation should be considered if disease progression is evident at 12 months (e.g., rising ALT or Non-Invasive Liver Disease Assessment (NILDA)-confirmed fibrosis progression). For patients without clear improvement or worsening, continuation should be guided by a comprehensive assessment, considering baseline fibrosis stage, potential benefit of disease stabilization, comorbidities, adherence and response to lifestyle measures, biochemical and NILDA trends, and treatment tolerability [41].
Metabolic pharmacotherapies, such as GLP-1 receptor agonists, SGLT2 inhibitors, dual incretin agonists, and thyroid hormone receptor agonists such as resmetirom, usually offer potential to reduce hepatic steatosis, attenuate fibrosis progression, and improve cardiometabolic risk profiles. Evidence in patients with advanced liver disease and post-liver transplantation remains limited, with safety concerns particularly in decompensated cirrhosis. Integration into transplant protocols requires judicious patient selection, rigorous monitoring, and individualized evaluation of therapeutic response. While these agents may complement lifestyle modification, metabolic or bariatric surgery currently provides more reliable and durable improvements in weight and metabolic outcomes in high-risk populations. Finally, it is worth noting that the limited data available comparing drug therapy and metabolic surgery for MASH and its complications strongly favor surgery as a treatment option, although data on newer and potentially more effective drugs, such as tirzepatide, remain insufficient [42].
7. Bariatric surgery: a selective strategy
Bariatric surgery, most commonly sleeve gastrectomy, is increasingly used to optimize metabolic risk in selected LT candidates. Bariatric surgery has been performed prior to, at the time of, or after LT with the hope of decreasing obesity-related complications and improving long-term outcomes. While bariatric surgery performed before liver transplantation offers the greatest metabolic benefits, it is often not feasible for patients with decompensated liver disease due to associated risks [37]. Simultaneous LT and sleeve gastrectomy has shown encouraging results in highly specialized centers, showing durable weight loss, improvements in metabolic syndrome and reductions in allograft steatosis; yet it remains technically demanding and is best reserved for carefully selected patients [[43], [44], [45], [46]]. Post-LT bariatric surgery is possible but currently supported by limited data. Collectively, these strategies underscore the need for robust, multidisciplinary selection pathways that balance surgical complexity against long-term metabolic gains [[45], [46], [47]].
Fig. 1 summarizes key obesity-related considerations across the LT continuum, i.e., from pre-LT assessment (cardiometabolic risk, sarcopenia/frailty, steatosis burden), through intraoperative challenges (airway/ventilation, wound, vascular/technical difficulty), to post-LT complications (PTDM, recurrent MASLD, graft steatosis/fibrosis) and highlights intervention points (prehabilitation, pharmacotherapy, and staged or simultaneous bariatric surgery). This framework clarifies where integrated metabolic care can most effectively improve outcomes.
Fig. 1.
Legend. Obesity-related considerations across the liver transplantation continuum. Schematic depiction of (A) Pre-LT factors (obesity class, visceral adiposity, sarcopenia/frailty, cardiopulmonary reserve, steatosis burden, metabolic syndrome); (B) Intraoperative challenges (airway and ventilation management, wound complications, technical difficulty, vascular thrombosis risk); (C) Post-LT complications (post-transplant diabetes mellitus, recurrent/de novo MASLD, hypertension/dyslipidemia, allograft steatosis/fibrosis); and (D) Intervention levers (prehabilitation, pharmacotherapy: GLP-1RA/SGLT2i/TR-agonist where appropriate, and timing options for bariatric surgery: pre-LT, simultaneous, post-LT). Abbreviation's list: LT: liver transplantation; MASLD: metabolic dysfunction-associated steatotic liver disease; PTDM: post-transplant diabetes mellitus.
A number of important studies have examined the complex relationship between obesity, MASLD and LT, spanning outcomes, surgical strategies, and metabolic complications. Table 1 summarizes these investigations, arranged chronologically, highlighting the evolution of evidence from early registry analyses to contemporary data on combined transplantation and bariatric surgery. While these studies collectively underscore the detrimental impact of obesity on graft and patient outcomes, they also reveal critical gaps, particularly the paucity of large prospective cohorts and the underrepresentation of diverse ethnic populations.
Table 1.
Key studies on obesity, MASLD and liver transplantation.
| Author et al. Year | Design/Population | Obesity-related focus in LT | Main findings | Clinical implications |
|---|---|---|---|---|
| Larson et al., 2025 [38] | Multicenter retrospective cohort; Simultaneous LT + sleeve gastrectomy; [n ~ 150; US/Europe; middle-aged adults; ∼60 % male] with ESLD due to MASLD and obesity. Two groups population (both groups transplanted): - Simultaneous liver transplant + sleeve gastrectomy (LTSG): 72 patients. - LT alone: 185 patients with BMI >30. |
Simultaneous LT + sleeve gastrectomy | Durable weight loss, improved metabolic syndrome Diabetes: Significantly lower prevalence in LTSG group after 8 years (p < 0.05). Steatosis: Significantly lower incidence in LTSG group (p = 0.004). LTSG group: sustained weight loss >9 years post-transplant (p < 0.001). LT-alone group: no significant BMI change. |
- Supports combined LT and SG as feasible in specialized centers with long-term benefits - Long-term efficacy in managing both end-stage liver disease and obesity - Metabolic benefit: LTSG provides long-term improvements in diabetes, hypertension, weight control, and reduces recurrent allograft steatosis—key concerns in MASLD patients. - Fibrosis: Trend toward reduced fibrosis progression suggests improved graft protection. |
| Ghanem et al., 2024 [39] | Patients with end-stage organ disease and obesity being evaluated for or having undergone SOT. |
Pretransplant MBS Feasible in well-compensated cirrhosis Hypoabsorptive procedures risk long-term malnutrition- (SG) preferred. Posttransplant MBS Effective for long-term weight loss and improved graft outcomes (less steatosis, fibrosis). |
Nutritional optimization pre- and postoperatively (micronutrient screening, supplementation) is critical for graft survival and patient outcomes. SG is the procedure of choice in transplant patients because it: avoids bowel anastomosis, preserves biliary access, has less effect on immunosuppressant pharmacokinetics, provides adequate weight/metabolic benefits. |
|
| Whang et al., 2023 [40] | Adults with obesity undergoing bariatric surgery (BS). Comparison with obese controls who did not undergo BS. 16.8 million BS patients and 10.6 million controls. Large, diverse, multicenter cohorts from population-based and observational studies. |
Bariatric surgery significantly reduced risk (HR = 0.33, 95 % CI 0.31–0.34). Nonalcoholic cirrhosis: Strong protective effect (HR = 0.07, 95 % CI 0.06–0.08). Liver transplantation, failure, and liver-related mortality: Global reduction included |
Bariatric surgery reduces long-term risk of cirrhosis (nonalcoholic) and liver cancer in obese patients. Bariatric surgery may serve as a strategy to mitigate MASLD progression to cirrhosis, transplantation, and liver-related death. |
|
| de Barros et al., 2021 [27] | Systematic review; 28 studies; heterogeneous LT populations; 144 patients had both procedures: 27 (18.8 %) before, 42 (29.1 %) simultaneously and 75 (52.1 %) after; SG in 84 % cases and Roux-en-Y gastric bypass in 13.9 % cases |
Timing of bariatric surgery relative to LT | Best outcomes when bariatric surgery performed before LT; feasible at or after LT in select centers | Timing should be individualized; pre-LT surgery yields strongest benefits when feasible |
| Zamora-Valdés et al., 2018 [41] | Cohort; LT + sleeve gastrectomy; n = 36; US; mean age 52 ± 9; 55 % male | Concomitant LT + SG | Durable weight loss, lower allograft steatosis - LT-only: initial weight loss not sustained (29.4 % maintained at 3 years). - LT + SG: durable weight loss (100 % maintained >10 % loss; ∼35 % TBW loss). - LT + SG patients had lower hypertension, insulin resistance, and steatosis with fewer medications. |
Combined procedure feasible and metabolically beneficial in specialized centers - LT + SG ensures lasting weight loss and better metabolic outcomes. - Pre-LT weight loss alone often fails long-term. - Simultaneous LT + SG is safe and effective for severe obesity. - Bariatric surgery should be considered in selected high-BMI LT candidates. |
| Thoefner et al., 2018 [37] | Systematic review & meta-analysis; 3539 patients n > 2500 L T recipients across 20 studies |
Metabolic syndrome after LT | - High post-LT prevalence of metabolic syndrome; obesity a key driver - pre-transplant diabetes (OR:3.54, 95 % CI: 2.51–4.98) and pre-transplant obesity (OR: 2.44, 95 % CI: 1.48–4.03) |
Emphasizes structured metabolic follow-up after LT |
| Conzen et al., 2015 [31] | Single-center retrospective cohort; n = 785 L T recipients; mean age 54 ± 11; 62 % male | Morbid obesity at LT | Morbid obesity independently associated with worse graft and patient survival. BMI influences pretransplant characteristics, etiology of liver disease, waiting time, post-transplant survival, graft outcomes, and complication patterns. Focus on outcomes in severely obese (BMI >35–40 kg/m2) and morbidly obese (>40 kg/m2) patients. |
Obesity severity impacts outcomes; should inform risk counseling. Morbid obesity (BMI >40 kg/m2) not contraindicated for LT but linked to poorer long-term survival. MASH common in obese recipients Closer long-term follow-up needed to improve graft and patient outcomes. |
| Wong et al., 2014 [43] | Retrospective cohort study from the United Network for Organ Sharing Registry; US HCC LT candidates; n > 12,000; diverse ethnicity; ∼65 % male | NASH/obesity as LT indication in HCC | NASH most rapidly growing indication for LT among HCC patients HCC-related LT increased markedly after MELD implementation HCV remained the leading HCC etiology (43–50 % of HCC-related LT). NASH-related HCC rose significantly (8.3 % in 2002 → 13.5 % in 2012). NASH-HCC LT cases increased ∼4-fold, compared to a 2-fold increase for HCV-HCC |
Highlights rising metabolic burden in LT Highlights the need for early identification, prevention, and management of metabolic risk factors to curb NASH and HCC incidence. LT programs should anticipate rising NASH-related transplant demand. |
| VanWagner et al., 2014 [44] | Consensus/critical review; multidisciplinary expert panel | Cardiac & pulmonary risk in LT (obesity-related) | Recommends structured cardiopulmonary risk assessment Cirrhotic cardiomyopathy affects up to 30 % of LT candidates, with increased resting cardiac output and blunted stress response. Intraoperative hemodynamic stress can unmask latent cardiac disease. Pulmonary vascular disease, including portopulmonary hypertension, further complicates perioperative management. Knowledge gaps in screening, risk stratification, and perioperative management strategies. |
Incorporate multidisciplinary metabolic and cardiopulmonary screening Optimization of obesity-related metabolic and cardiovascular conditions (e.g., diabetes, hypertension, dyslipidemia) may improve outcomes. Future research should target improved diagnostic tools and risk prediction models for this high-risk population. |
| Heimbach et al., 2013 [26] | Case series; n = 7 L T + gastric sleeve; US; middle-aged; mixed gender | Combined LT + SG | Feasibility demonstrated; early metabolic benefits - LT alone group (n = 37): Weight regains common in 21/34 had BMI >35 post-LT. Post-LT diabetes in 12/34; steatosis in 7/34. 3 deaths and 3 graft losses. - LT + SG group (n = 7): No deaths or graft losses. 1 gastric leak, 1 excess weight loss. No post-LT diabetes or steatosis. Sustained weight loss (mean BMI = 29). |
First report supporting simultaneous bariatric surgery in LT Combined LT + SG appears safe and effective for selected obese patients, promoting durable weight loss and preventing metabolic complications. Multidisciplinary management (hepatology, bariatric surgery, nutrition, endocrinology) is key. Long-term follow-up is essential to assess metabolic, nutritional, and graft outcomes. |
| Malik et al., 2009 [32] | Cohort; LT for NASH cirrhosis; n = 98; mean age 56 ± 10; ∼60 % male | Recurrent NASH post-LT | High recurrence with progression to fibrosis Recurrent fatty liver disease occurred in 70 % of NASH recipients. Recurrent NASH (histologic inflammation and ballooning) in 25 %. Fibrosis ≥ stage II in 18 % at mean 18 months post-LT. No graft failures or retransplants over 3 years of follow-up. No donor or recipient baseline factors predicted recurrence. One-third of recurrent NASH cases had normal liver enzymes at detection. |
Reinforces need for post-LT metabolic control Recurrent fatty liver disease is common after LT for NASH, but short-term graft survival remains good. Metabolic risk factors (obesity, diabetes, dyslipidemia) drive recurrence Normal liver enzymes do not exclude recurrence, which highlights the need for biopsy-based or imaging surveillance. Long-term monitoring for progressive fibrosis and metabolic syndrome management is crucial to prevent late graft injury. |
| Nair et al., 2002 [36] | Registry analysis; US OLT recipients; 18,172 patients; broad demographics | Obesity and post-LT survival | Obesity associated with reduced survival after LT - Morbidly obese (BMI 40–50) had: Higher primary graft nonfunction. Higher 30-day, 1-year, and 2-year mortality (P < 0.05). Significantly lower 5-year survival, with deaths primarily due to cardiovascular events. - Severely obese (BMI 35–40) also had higher 5-year mortality. - Morbid obesity was an independent predictor of mortality in multivariate analysis. - Obese recipients had higher rates of diabetes, cryptogenic cirrhosis, and female sex |
Early evidence that obesity adversely impacts LT outcomes; underscores risk modification - Morbid obesity (BMI >40) is associated with higher perioperative and long-term mortality, largely from cardiovascular causes. Weight reduction prior to LT should be strongly encouraged, particularly for BMI >35. Highlights need for metabolic optimization and cardiovascular risk management pre- and post-transplant. Supports the development of weight loss interventions and eligibility criteria to improve long-term outcomes in obese LT candidates. |
Abbreviations: ESLD: end-stage-liver disease; HCC: hepatocellular carcinoma; LT: liver transplantation; LTSG: liver transplantation sleeve gastrectomy; MASLD: metabolic dysfunction-associated steatotic liver disease; MBS: metabolic and bariatric surgery; NASH: nonalcoholic steatohepatitis; OLT: orthotopic liver transplantation; SG: sleeve gastrectomy; SOT: solid organ transplantation; US: United States.
Taken together, these findings emphasize both the risks that obesity poses across the transplant continuum and the promise of innovative metabolic and surgical interventions. However, most available studies are limited by small sample sizes, retrospective designs, or single-center experience, underscoring the need for multicenter prospective trials.
8. Multidisciplinary models and future directions
Managing the metabolically complex transplant patient requires a truly multidisciplinary approach. Transplant hepatologists need to work collaboratively with endocrinologists, nutritionists, cardiologists, bariatric surgeons, and physiatrists to provide integrated care to the patient. In addition to the multidisciplinary approach, there is also an urgent need for transplant-specific metabolic guidelines and consensus statements for standardizing care across centers at the system level. From a research perspective, numerous future directions are essential to continue to advance our understanding and management of MASLD in the context of LT [8,11]. Longitudinal research is needed to better understand the natural history of MASLD recurrence and its progression to graft fibrosis after LT, as this area is poorly defined. Additionally, randomized clinical trial studies are needed to address the safety and efficacy of metabolic-targeted pharmacotherapies, including GLP-1 receptor agonists, SGLT2-inhibitors, and farnesoid X receptor (FXR)-agonists - in patients with cirrhosis and those who had undergone liver transplant [24]. At a mechanistic level, molecular studies examining adipokine signaling, mitochondrial dysfunction, and immunometabolic pathways could help provide insight in determining the pathophysiological mechanisms in independent pre- and post-transplant metabolic liver disease. Finally, addressing systemic disparities in transplant access for individuals with obesity and related metabolic conditions requires targeted policy interventions. Such efforts are essential to ensure fair and sustained treatment outcomes for this expanding patient population [28].
The integration of artificial intelligence (AI) and predictive analytics is transforming clinical decision-making in liver transplantation (LT) for metabolic liver disease. Recent studies show that machine- and deep-learning models using pre-transplant clinical, imaging, and laboratory data can outperform traditional risk scores in predicting post-transplant outcomes. A large multitask deep-learning framework analyzing over 160,000 L T records improved prediction of multiple post-transplant risks while reducing bias [48]. Similarly, a systematic review highlighted the growing application of AI in LT-related cardiovascular risk prediction and machine-learning models have shown strong accuracy in identifying MASLD risk from baseline features [49]. For clinicians, these tools enable individualized risk stratification for graft fibrosis, cardiovascular events, and metabolic complications, guiding prehabilitation and targeted monitoring [49]. Integrating AI models into electronic health records and transplant registries supports real-time decision-making and long-term follow-up, though ongoing clinician oversight and validation remain critical to ensure fairness and reliability across centers [49,50].
Key knowledge gaps persist regarding MASLD recurrence and graft fibrosis after liver transplantation. Standardized longitudinal studies are needed to clarify its natural history. The safety and efficacy of metabolic therapies like GLP-1 receptor agonists, SGLT2 inhibitors, and FXR agonists also require evaluation in advanced liver disease and post-transplant settings. Mechanistic insights into adipokine signaling, mitochondrial dysfunction, and immunometabolic pathways may guide targeted therapies. Finally, addressing inequities in transplant access for patients with obesity and metabolic comorbidities remains a critical priority.
Overall, the increasing demand for liver transplantation due to MASLD poses a challenge in terms of surgical resources, perioperative risk, and long-term outcomes. Patients with MASLD have greater surgical complexity and higher costs compared to viral etiologies. Preoperative risk stratification with noninvasive assessment of fibrosis (FIB-4, transient elastography) may optimize surgical candidacy. Policy and surgical planning should incorporate obesity management, targeted monitoring of high-risk patients, and multidisciplinary perioperative care to reduce complications and improve transplant outcomes.
9. Conclusion
Addressing the upstream determinants of MASLD is an urgent imperative for the public health community, requiring concerted efforts in prevention and early intervention. The increasing prevalence of obesity, insulin resistance, and associated metabolic dysfunctions has emerged as a significant public health crisis, contributing directly to the growing demand for liver transplantation [47,48]. If these modifiable risk factors remain unaddressed at the population level, transplant centers will continue to bear an unsustainable burden, with rising numbers of patients presenting with preventable metabolic liver diseases, such as MASLD [[49], [50], [51]].
Preventive measures should be initiated through comprehensive public health campaigns that emphasize lifestyle modification, including improved dietary habits, increased physical activity, and the promotion of early screening for metabolic disorders [45]. These strategies have the potential to prevent or delay the onset of MASLD and other related liver comorbidities, thereby reducing the need for costly and complex interventions, such as liver transplantation [[45], [46], [47]]. Furthermore, healthcare systems must adopt more rigorous metabolic assessments as part of routine care to facilitate the early detection of liver dysfunction in high-risk populations [45,[48], [49], [50], [51], [52]]. Investing in research to clarify the molecular mechanisms linking obesity and metabolic syndrome to liver disease is equally important. Translational research that bridges basic science and clinical practice is essential for the development of targeted therapies that may alter the trajectory of MASLD before it progresses to end-stage liver disease. Such efforts will not only enhance patient outcomes but will also alleviate the pressure on transplant programs [[49], [50], [51], [52], [53]].
Finally, the challenge lies in reducing the prevalence of metabolic liver disease while simultaneously strengthening transplant programs to meet this evolving burden [49,[51], [52], [53], [54]]. A comprehensive approach, which combines public health efforts, advanced research, innovative clinical practices and equitable access to care, is essential to tackling the underlying drivers of MASLD. Through such an integrated strategy, we may aim to lessen the need for liver transplantation and achieve substantially better outcomes for patients [54].
CRediT authorship contribution statement
Sofia Rozani: Conceptualization, Data curation, Investigation, Methodology, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing. Maria Dalamaga: Conceptualization, Data curation, Investigation, Methodology, Supervision, Visualization, Writing – review & editing. Georg Weber: Conceptualization, Data curation, Supervision, Writing – original draft, Writing – review & editing. Robert Grützmann: Conceptualization, Data curation, Supervision, Writing – original draft, Writing – review & editing.
Funding
This study received no external funding.
Declaration of competing interest
The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Given her role as co-Editor-in-chief, Prof Maria Dalamaga had no involvement in the peer review of this article and had no access to information regarding its peer review. Full responsibility for the editorial process for this article was delegated to another journal editor. If there are other authors, they declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Footnotes
This article is part of a special issue entitled: Cancer, Inflammation and Metabolism published in Metabolism Open.
List of Abbreviations:
ALT: alanine aminotransferase; BMI: body mass index; CNI: calcineurin inhibitor; CPET: cardiopulmonary exercise testing; FDA: U.S. Food and Drug Administration; FXR: farnesoid X receptor; GLP-1RA: glucagon-like peptide-1 receptor agonist; HCC: hepatocellular carcinoma; ICU: intensive care unit; LT: liver transplantation; MAFLD: metabolic (dysfunction)-associated fatty liver disease; MASLD: metabolic dysfunction-associated steatotic liver disease; MASH: metabolic dysfunction-associated steatohepatitis; MELD: Model for End-Stage Liver Disease; mTOR: mammalian target of rapamycin; NAFLD: nonalcoholic fatty liver disease; NASH: nonalcoholic steatohepatitis; NILDA: non-invasive liver disease assessment; OLT: orthotopic liver transplantation; OR: odds ratio; PTDM: post-transplant diabetes mellitus; SG: sleeve gastrectomy; SGLT2i: sodium–glucose cotransporter-2 inhibitor; T2DM: type 2 diabetes mellitus; TR: thyroid hormone receptor; US: United States; ESLD: end-stage- liver diseases; LTSG: liver transplant sleeve gastrectomy; SOT: solid organ transplantation; MBS: metabolic and bariatric surgery.
References
- 1.https://www.transplant-observatory.org/2020-internationctivities-report-%e2%80%8e/
- 2.Kwong A.J., Kim W.R., Lake J.R., Schladt D.P., Handarova D., Howell J., Schumacher B., Weiss S., Snyder J.J., Israni A.K. OPTN/SRTR 2023 annual data report: liver. Am J Transplant. 2025;25(2S1):S193–S287. doi: 10.1016/j.ajt.2025.01.022. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Younossi Z.M., Germani G., Wong R., Stepanova M., Nader F., Karam V., Adam R., Alqahtani S.A., Henry L., Burra P. Steatotic liver disease is the dominant indication for liver transplantation in both Europe and the United States: trends and outcomes in the past 2 decades. Liver Transplant. 2025 doi: 10.1097/LVT.0000000000000688. [DOI] [PubMed] [Google Scholar]
- 4.Abdelhameed F., Kite C., Lagojda L., Dallaway A., Chatha K.K., Chaggar S.S., Dalamaga M., Kassi E., Kyrou I., Randeva H.S. Non-invasive scores and serum biomarkers for fatty liver in the era of metabolic Dysfunction-associated steatotic liver disease (MASLD): a comprehensive review from NAFLD to MAFLD and MASLD. Curr Obes Rep. 2024;13(3):510–531. doi: 10.1007/s13679-024-00574-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Koliaki C., Dalamaga M., Liatis S. Update on the obesity epidemic: after the sudden rise, is the upward trajectory beginning to flatten? Curr Obes Rep. 2023;12(4):514–527. doi: 10.1007/s13679-023-00527-y. 2023. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Chalasani N., Younossi Z., Lavine J.E., Charlton M., Cusi K., Rinella M., Harrison S.A., Brunt E.M., Sanyal A.J. The diagnosis and management of nonalcoholic fatty liver disease: practice guidance from the American association for the study of liver diseases. Hepatology. 2018 Jan;67(1):328–357. doi: 10.1002/hep.29367. [DOI] [PubMed] [Google Scholar]
- 7.Cotter T.G., Rinella M. Nonalcoholic fatty liver disease 2020: the state of the disease. Gastroenterology. 2020;158(7):1851–1864. doi: 10.1053/j.gastro.2020.01.052. [DOI] [PubMed] [Google Scholar]
- 8.Cholankeril G., Wong R.J., Hu M., Perumpail R.B., Yoo E.R., Puri P., Younossi Z.M., Harrison S.A., Ahmed A. Liver transplantation for nonalcoholic steatohepatitis in the US: temporal trends and outcomes. Dig Dis Sci. 2017;62(10):2915–2922. doi: 10.1007/s10620-017-4684-x. [DOI] [PubMed] [Google Scholar]
- 9.El-Serag H.B., Kanwal F., Richardson P., Kramer J. Risk of hepatocellular carcinoma after sustained virological response in veterans with hepatitis C virus infection. Hepatology. 2016 Jul;64(1):130–137. doi: 10.1002/hep.28535. Epub 2016 Apr 19. Erratum in: Hepatology. 2016 ;64(3):1010. doi: 10.1002/hep.28714. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Lonardo A., Nascimbeni F., Ballestri S., Fairweather D., Win S., Than T.A., Abdelmalek M.F., Suzuki A. Sex differences in nonalcoholic fatty liver disease: state of the art and identification of research gaps. Hepatology. 2019;70(4):1457–1469. doi: 10.1002/hep.30626. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Rinella M.E. Nonalcoholic fatty liver disease: a systematic review. JAMA. 2015;313(22):2263–2273. doi: 10.1001/jama.2015.5370. [DOI] [PubMed] [Google Scholar]
- 12.Zhang J.Z., Cai J.J., Yu Y., She Z.G., Li H. Nonalcoholic fatty liver disease: an update on the diagnosis. Gene Expr. 2019;19(3):187–198. doi: 10.3727/105221619X15553433838609. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Tapper E.B., Lok Α.S. Use of liver imaging and biopsy in clinical practice. Current Hepatology Reports. 2018;17(2):130–136. doi: 10.1007/s11901-018-0391-4. [DOI] [Google Scholar]
- 14.Sharif A., Hecking M., de Vries A.P., Porrini E., Hornum M., Rasoul-Rockenschaub S., Berlakovich G., Krebs M., Kautzky-Willer A., Schernthaner G., Marchetti P., Pacini G., Ojo A., Takahara S., Larsen J.L., Budde K., Eller K., Pascual J., Jardine A., Bakker S.J., Valderhaug T.G., Jenssen T.G., Cohney S., Säemann M.D. Proceedings from an international consensus meeting on posttransplantation diabetes mellitus: recommendations and future directions. Am J Transplant. 2014;14(9):1992–2000. doi: 10.1111/ajt.12850. 2014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Harrison S.A., Bedossa P., Guy C.D., Schattenberg J.M., Loomba R., Taub R., Labriola D., Moussa S.E., Neff G.W., Rinella M.E., Anstee Q.M., Abdelmalek M.F., Younossi Z., Baum S.J., Francque S., Charlton M.R., Newsome P.N., Lanthier N., Schiefke I., Mangia A., Pericàs J.M., Patil R., Sanyal A.J., Noureddin M., Bansal M.B., Alkhouri N., Castera L., Rudraraju M., Ratziu V. MAESTRO-NASH investigators. A phase 3, randomized, controlled trial of resmetirom in NASH with liver fibrosis. N Engl J Med. 2024;390(6):497–509. doi: 10.1056/NEJMoa2309000. 2024. [DOI] [PubMed] [Google Scholar]
- 16.Harrison S.A., Ratziu V., Anstee Q.M., Noureddin M., Sanyal A.J., Schattenberg J.M., Bedossa P., Bashir M.R., Schneider D., Taub R., Bansal M., Kowdley K.V., Younossi Z.M., Loomba R. Design of the phase 3 MAESTRO clinical program to evaluate resmetirom for the treatment of nonalcoholic steatohepatitis. Aliment Pharmacol Ther. 2024;59(1):51–63. doi: 10.1111/apt.17734. [DOI] [PubMed] [Google Scholar]
- 17.Petta S., Targher G., Romeo S., Pajvani U.B., Zheng M.H., Aghemo A., Valenti L.V.C. The first MASH drug therapy on the horizon: current perspectives of resmetirom. Liver Int. 2024;44(7):1526–1536. doi: 10.1111/liv.15930. [DOI] [PubMed] [Google Scholar]
- 18.Keam S.J. Resmetirom: first approval. Drugs. 2024;84(6):729–735. doi: 10.1007/s40265-024-02045-0. [DOI] [PubMed] [Google Scholar]
- 19.European Association for the Study of the Liver EASL clinical practice guidelines on non-invasive tests for evaluation of liver disease severity and prognosis - 2021 update. J Hepatol. 2021;75(3):659–689. doi: 10.1016/j.jhep.2021.05.025. [DOI] [PubMed] [Google Scholar]
- 20.Carey E.J., Lai J.C., Wang C.W., Dasarathy S., Lobach I., Montano-Loza A.J., Dunn M.A. Fitness, life enhancement, and exercise in liver transplantation consortium. A multicenter study to define sarcopenia in patients with end-stage liver disease. Liver Transplant. 2017;23(5):625–633. doi: 10.1002/lt.24750. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Dindo D., Demartines N., Clavien P.A. Classification of surgical complications: a new proposal with evaluation in a cohort of 6336 patients and results of a survey. Ann Surg. 2004;240(2):205–213. doi: 10.1097/01.sla.0000133083.54934.ae. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Dyson J., Jaques B., Chattopadyhay D., Lochan R., Graham J., Das D., Aslam T., Patanwala I., Gaggar S., Cole M., Sumpter K., Stewart S., Rose J., Hudson M., Manas D., Reeves H.L. Hepatocellular cancer: the impact of obesity, type 2 diabetes and a multidisciplinary team. J Hepatol. 2014;60(1):110–117. doi: 10.1016/j.jhep.2013.08.011. [DOI] [PubMed] [Google Scholar]
- 23.Ebadi M., Tandon P., Moctezuma-Velazquez C., Ghosh S., Baracos V.E., Mazurak V.C., Montano-Loza A.J. Low subcutaneous adiposity associates with higher mortality in female patients with cirrhosis. J Hepatol. 2018;69(3):608–616. doi: 10.1016/j.jhep.2018.04.015. [DOI] [PubMed] [Google Scholar]
- 24.Goldberg D., Ditah I.C., Saeian K., Lalehzari M., Aronsohn A., Gorospe E.C., Charlton M. Changes in the prevalence of hepatitis C virus infection, nonalcoholic steatohepatitis, and alcoholic liver disease among patients with cirrhosis or liver failure on the waitlist for liver transplantation. Gastroenterology. 2017;152(5):1090–1099.e1. doi: 10.1053/j.gastro.2017.01.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Hallsworth K., Adams L.A. Lifestyle modification in NAFLD/NASH: facts and figures. JHEP Rep. 2019;1(6):468–479. doi: 10.1016/j.jhepr.2019.10.008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Heimbach J.K., Watt K.D., Poterucha J.J., Ziller N.F., Cecco S.D., Charlton M.R., Hay J.E., Wiesner R.H., Sanchez W., Rosen C.B., Swain J.M. Combined liver transplantation and gastric sleeve resection for patients with medically complicated obesity and end-stage liver disease. Am J Transplant. 2013;13(2):363–368. doi: 10.1111/j.1600-6143.2012.04318.x. [DOI] [PubMed] [Google Scholar]
- 27.de Barros F., Cardoso Faleiro Uba P.H. Liver transplantation and bariatric surgery: a new surgical reality: a systematic review of the best time for bariatric surgery. Updates Surg. 2021;73(5):1615–1622. doi: 10.1007/s13304-021-01106-3. [DOI] [PubMed] [Google Scholar]
- 28.Kasiske B.L., Snyder J.J., Gilbertson D., Matas A.J. Diabetes mellitus after kidney transplantation in the United States. Am J Transplant. 2003;3(2):178–185. doi: 10.1034/j.1600-6143.2003.00010.x. [DOI] [PubMed] [Google Scholar]
- 29.Kuchay M.S., Krishan S., Mishra S.K., Farooqui K.J., Singh M.K., Wasir J.S., Bansal B., Kaur P., Jevalikar G., Gill H.K., Choudhary N.S., Mithal A. Effect of empagliflozin on liver fat in patients with type 2 diabetes and nonalcoholic fatty liver disease: a randomized controlled trial (E-LIFT trial) Diabetes Care. 2018;41(8):1801–1808. doi: 10.2337/dc18-0165. [DOI] [PubMed] [Google Scholar]
- 30.Lai J.C., Dodge J.L., Kappus M.R., Dunn M.A., Volk M.L., Duarte-Rojo A., Ganger D.R., Rahimi R.S., McCulloch C.E., Haugen C.E., McAdams-DeMarco M., Ladner D.P., Segev D.L., Verna E.C. Multi-center functional assessment in liver transplantation (FrAILT) study. Changes in frailty are associated with waitlist mortality in patients with cirrhosis. J Hepatol. 2020;73(3):575–581. doi: 10.1016/j.jhep.2020.03.029. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Conzen KD, Vachharajani N, Collins KM, Anderson CD, Lin Y, Wellen JR, Shenoy S, Lowell JA, Doyle MB, Chapman WC, Morbid obesity in liver transplant recipients adversely affects longterm graft and patient survival in a single-institution analysis. HPB (Oxford);17(3):251-257. doi: 10.1111/hpb.12340. [DOI] [PMC free article] [PubMed]
- 32.Malik S.M., Devera M.E., Fontes P., Shaikh O., Sasatomi E., Ahmad J. Recurrent disease following liver transplantation for nonalcoholic steatohepatitis cirrhosis. Liver Transplant. 2009;15(12):1843–1851. doi: 10.1002/lt.21943. [DOI] [PubMed] [Google Scholar]
- 33.Mantovani A., Scorletti E., Mosca A., Alisi A., Byrne C.D., Targher G. Complications, morbidity and mortality of nonalcoholic fatty liver disease. Metabolism. 2020;111S doi: 10.1016/j.metabol.2020.154170. [DOI] [PubMed] [Google Scholar]
- 34.Montano-Loza A.J. Clinical relevance of sarcopenia in patients with cirrhosis. World J Gastroenterol. 2014;20(25):8061–8071. doi: 10.3748/wjg.v20.i25.8061. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Newsome P.N., Buchholtz K., Cusi K., Linder M., Okanoue T., Ratziu V., Sanyal A.J., Sejling A.S., Harrison S.A. NN9931-4296 investigators, A placebo-controlled trial of subcutaneous semaglutide in nonalcoholic steatohepatitis. N Engl J Med. 2021;384(12):1113–1124. doi: 10.1056/NEJMoa2028395. [DOI] [PubMed] [Google Scholar]
- 36.Nair S., Verma S., Thuluvath P.J. Obesity and its effect on survival in patients undergoing orthotopic liver transplantation in the United States. Hepatology. 2002;35(1):105–109. doi: 10.1053/jhep.2002.30318. [DOI] [PubMed] [Google Scholar]
- 37.Thoefner L.B., Rostved A.A., Pommergaard H.C., Rasmussen A. Risk factors for metabolic syndrome after liver transplantation: a systematic review and meta-analysis. Transplant Rev. 2018;32(1):69–77. doi: 10.1016/j.trre.2017.03.004. [DOI] [PubMed] [Google Scholar]
- 38.Larson E.L., Ellias S.D., Blezek D.J., Klug J., Hartman R.P., Ziller N.F., Bamlet H., Mao S.A., Perry D.K., Nimma I.R., Badurdeen D., Yang L., Leise M.D., Watt K.D., Diwan T.S., Taner T., Rosen C.D., Elli E.F., Madura J.A., Jadlowiec C.C., Lizaola-Mayo B., Kellogg T.A., Heimbach J.K. Simultaneous liver transplant and sleeve gastrectomy provides durable weight loss, improves metabolic syndrome and reduces allograft steatosis. J Hepatol. 2025;83(3):729–737. doi: 10.1016/j.jhep.2025.02.030. [DOI] [PubMed] [Google Scholar]
- 39.Ghanem O.M., Pita A., Nazzal M., Johnson S., Diwan T., Obeid N.R., Croome K.P., Lim R., Quintini C., Whitson B.A., Burt H.A., Miller C., Kroh M. SAGES & ASTS. Obesity, organ failure, and transplantation: a review of the role of metabolic and bariatric surgery in transplant candidates and recipients. Surg Endosc. 2024;38(8):4138–4151. doi: 10.1007/s00464-024-10930-8. Epub 2024 Jul 1. Erratum in: Surg Endosc. 2024;38(8):4764. doi: 10.1007/s00464-024-11043-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Wang G., Huang Y., Yang H., Lin H., Zhou S., Qian J. Impacts of bariatric surgery on adverse liver outcomes: a systematic review and meta-analysis. Surg Obes Relat Dis. 2023;19(7):717–726. doi: 10.1016/j.soard.2022.12.025. [DOI] [PubMed] [Google Scholar]
- 41.Zamora-Valdes D., Watt K.D., Kellogg T.A., Poterucha J.J., Di Cecco S.R., Francisco-Ziller N.M., Taner T., Rosen C.B., Heimbach J.K. Long-term outcomes of patients undergoing simultaneous liver transplantation and sleeve gastrectomy. Hepatology. 2018;68(2):485–495. doi: 10.1002/hep.29848. 2018. [DOI] [PubMed] [Google Scholar]
- 42.Mingrone G., Panunzi S., De Gaetano A., Guidone C., Iaconelli A., Nanni G., Castagneto M., Bornstein S., Rubino F. Bariatric-metabolic surgery versus conventional medical treatment in obese patients with type 2 diabetes: 5-year follow-up of an open-label, single-centre, randomised controlled trial. Lancet. 2015;386(9997):964–973. doi: 10.1016/S0140-6736(15)00075-6. [DOI] [PubMed] [Google Scholar]
- 43.Wong R.J., Cheung R., Ahmed A. Nonalcoholic steatohepatitis is the most rapidly growing indication for liver transplantation in patients with hepatocellular carcinoma in the U.S. Hepatology. 2014;59(6):2188–2195. doi: 10.1002/hep.26986. [DOI] [PubMed] [Google Scholar]
- 44.VanWagner L.B., Harinstein M.E., Runo J.R., Darling C., Serper M., Hall S., Kobashigawa J.A., Hammel L.L. Multidisciplinary approach to cardiac and pulmonary vascular disease risk assessment in liver transplantation: an evaluation of the evidence and consensus recommendations. Am J Transplant. 2018;18(1):30–42. doi: 10.1111/ajt.14531. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Younes R., Bugianesi E. Should we undertake surveillance for HCC in patients with NAFLD? J Hepatol. 2018;68(2):326–334. doi: 10.1016/j.jhep.2017.10.006. [DOI] [PubMed] [Google Scholar]
- 46.Younossi Z.M., Koenig A.B., Abdelatif D., Fazel Y., Henry L., Wymer M. Global epidemiology of nonalcoholic fatty liver disease-meta-analytic assessment of prevalence, incidence, and outcomes. Hepatology. 2016;64(1):73–84. doi: 10.1002/hep.28431. [DOI] [PubMed] [Google Scholar]
- 47.Chen V.L., Morgan T.R., Rotman Y., Patton H.M., Cusi K., Kanwal F., Kim W.R. Resmetirom therapy for metabolic dysfunction-associated steatotic liver disease: october 2024 updates to AASLD Practice Guidance. Hepatology. 2025;81(1):312–320. doi: 10.1097/HEP.0000000000001112. Epub 2024 Oct 18. Erratum in: Hepatology. 2025;81(4):E133. doi: 10.1097/HEP.0000000000001186. [DOI] [PubMed] [Google Scholar]
- 48.Li C., Jiang X., Zhang K. A transformer-based deep learning approach for fairly predicting post-liver transplant risk factors. J Biomed Inf. 2024;149 doi: 10.1016/j.jbi.2023.104545. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Teshale A.B., Htun H.L., Vered M., Owen A.J., Freak-Poli R. A systematic review of artificial intelligence models for time-to-event outcome applied in cardiovascular disease risk prediction. J Med Syst. 2024;48(1):68. doi: 10.1007/s10916-024-02087-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Zhu G., Song Y., Lu Z., Yi Q., Xu R., Xie Y., Geng S., Yang N., Zheng L., Feng X., Zhu R., Wang X., Huang L., Xiang Y. Machine learning models for predicting metabolic dysfunction-associated steatotic liver disease prevalence using basic demographic and clinical characteristics. J Transl Med. 2025;23(1):381. doi: 10.1186/s12967-025-06387-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Chen H., Yang C., Yan S., Liu X., Zhou L., Yuan X. Sarcopenia in cirrhosis: from pathophysiology to interventional therapy. Exp Gerontol. 2024;196 doi: 10.1016/j.exger.2024.112571. [DOI] [PubMed] [Google Scholar]
- 52.Gupta A., Das A., Majumder K., Arora N., Mayo H.G., Singh P.P., Beg M.S., Singh S. Obesity is independently associated with increased risk of hepatocellular cancer-related mortality: a systematic review and meta-analysis. Am J Clin Oncol. 2018;41(9):874–881. doi: 10.1097/COC.0000000000000388. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Larson Ellen L., Ellias Samia D., Blezek Daniel J., Klug Jason, Hartman Robert P., Ziller Nickie Francisco, Bamlet Heather, Mao Shennen A., Perry Dana K., Nimma Induja R., Badurdeen Dilhana, Yang Liu, Leise Michael D., Watt Kymberly D., Diwan Tayyab S., Taner Timucin, Rosen Charles D., Elli Enrique F., Madura James A., Jadlowiec Caroline C., Lizaola-Mayo Blanca, Kellogg Todd A., Heimbach S Julie K. Simultaneous liver transplant and sleeve gastrectomy provides durable weight loss, improves metabolic syndrome and reduces allograft steatosis. J Hepatol. 2025 doi: 10.1016/j.jhep.2025.02.030. [DOI] [PubMed] [Google Scholar]
- 54.Zhu K., Kakkar R., Chahal D., Yoshida E.M., Hussaini T. Efficacy and safety of semaglutide in non-alcoholic fatty liver disease. World J Gastroenterol. 2023;29(37):5327–5338. doi: 10.3748/wjg.v29.i37.5327. [DOI] [PMC free article] [PubMed] [Google Scholar]

