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Llamoza-Torres et al. Metab Target Organ Damage 2024;4:40  https://dx.doi.org/10.20517/mtod.2024.64  Page 7 of 18

               Reviewing the major series of reports [81-85]  on MASLD-related HCC reveals that the proportion of non-
               cirrhotic cases ranges from 35%-55% [Table 1]. The heterogeneity in response rates to curative treatments in
               MASLD-related HCC may be attributed to various factors, including the fact that 72% of diagnoses are
                       [81]
               incidental . This is largely because non-cirrhotic patients fall outside the target population for HCC
               screening programs. Nonetheless, the average percentage of MASLD-HCC cases in non-cirrhotic patients
               (40%) is higher than that observed for other causes in the published series. Tan et al., in a systematic review
               and meta-analysis involving 13,577 individuals with MASLD-HCC, noted that non-cirrhotic patients were
                                                                                       [85]
               less likely to receive liver transplantation but more likely to undergo liver resection . They had a similar
               likelihood of receiving ablation, and overall, patients with MASLD-related HCC were just as likely to receive
                                                                [85]
               curative therapies as those with HCC from other etiologies .

               MASLD  is  a  heterogeneous  clinical  and  pathophysiological  condition  characterized  by  several
               subphenotypes, each with varying immunoregulatory effects that are just beginning to be understood in
               terms of their impact on the efficacy of new treatments for HCC [32,36] . An underlying genetic predisposition
               to MASLD has been established, particularly involving alterations in patatin-like phospholipase domain-
               containing 3 (PNPLA3) and transmembrane 6 superfamily member 2 (TM6SF2), with the p.I148M and
               p.E167K variants, respectively, being linked to MASLD [86-93] . Additionally, a genetic risk stratification has
               been  developed  for  entities  with  metabolic  dysfunction [90,91] . It  should  be  mentioned  that  these
               polymorphisms have also been associated with the development of HCC in other liver diseases unrelated to
                                                                         [91]
               MASLD, such as ALD and chronic hepatitis C virus infection (HCV) , although in this study, the MASLD
               population comprised around 12%. Bianco et al. demonstrated that the polygenic risk score (PRS)
               associated with alleles in four genes - PNPLA3, TM6SF2, membrane-bound O-acyltransferase domain-
               containing 7 (MBOAT7), and glucokinase regulatory protein (GCKR) - improves the accuracy of HCC
               detection and may aid in stratifying HCC risk in individuals with dysmetabolism, including those without
               severe liver fibrosis . Thomas et al. also evaluated the PRS in an Asian population with NAFLD and
                                [92]
               assessed its association with the risk of HCC . They concluded that genetically determined NAFLD may
                                                      [93]
               play a potential causal role in HCC development . Chalasani et al., evaluating data from nine centers in
                                                         [93]
               North America (MASH Clinical Research Network - MASH CNR - database), demonstrated the influence
               of the PNPLA3 polymorphism, along with other modifiable and non-modifiable risk factors (age, sex,
               diabetes, and advanced fibrosis), on the risk of developing a major adverse liver outcome (MALO) in
               MASLD . They reported a HR of up to 7.78 (95%CI: 4.39-13.81; E value: 15.04; CI: 8.25) in patients with
                      [94]
               the PNPLA3 GG polymorphism and advanced fibrosis.

               To identify phenotypes that may present worse outcomes in SLD subgroups, it is important to consider
               the lean-MASLD or non-obese MASLD subgroup [94-97] . Approximately 40% of MASLD patients are non-
               obese, with  20%  categorized  as  lean.  Among  these,  nearly  30%  have  MASH,  and  almost  30%  have
               significant fibrosis [96,97] .  These  patients  also  share  lower  OS  rates  with  the  MetALD  population  and
               experience higher rates  of  extrahepatic  events,  such  as  cardiovascular  mortality  and  cancer
               development [94-103] . Sripongpun et al. recently presented their data analyzing the NHANES III cohort (the
               third  National  Health and  Nutrition  Examination  Survey  that  covers  the  years  1988-1994)  with  a
               follow-up  of  up  to  27  years, showing  an  association  of  a  16%  increase  in  mortality  in  patients  with
               MASLD  compared  to  people  without SLD [104,105] .  From  their  data,  we  highlight  that  the  MetALD
               subgroup  presented  an  increase  of  33%  but  in ALD  of  up  to  75%.  The  authors  stratified the  risk  of
               developing  complications  using  both  FIB-4  (Fibrosis-4 index)  and  SAFE  (steatosis-associated  fibrosis
               estimator) scores  (the  latter  designed  to  discriminate  patients  with  non-advanced  fibrosis).  In  its
               multivariate analysis, the SAFE score manages to differentiate an increase in mortality of 31% and 90%
               in  the  intermediate  and high-risk  groups,  respectively,  in  contrast  to  the  FIB-4,  which  only  detects  a
               significant  increase  in  mortalityin  the  high-risk  subgroup  (FIB-4  >  2.26)  of  53%.  Therefore,  robust
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