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"Carlos Jose Pirola"

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"Carlos Jose Pirola"

Editorial

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Review

Panomics in metabolic dysfunction-associated steatotic liver disease: unravelling the drivers of disease heterogeneity
Carlos José Pirola, Silvia Sookoian
Clin Mol Hepatol 2026;32(1):156-169.
Published online October 27, 2025
DOI: https://doi.org/10.3350/cmh.2025.0960
The knowledge accumulated over the past two decades has revealed that the natural history of metabolic dysfunction-associated steatotic liver disease (MASLD) and the drivers of the disease severity are not only complex but also exhibit variation among patients. This intricate clinical scenario entails major therapeutic and management implications. In this review, we provide a comprehensive examination of recent advancements in our understanding of MASLD heterogeneity, drawing insights from multiomics and panomics studies. The discussion herein explores the instrumental role of panomics in MASLD research, elucidating the potential for the identification of molecular subtypes that exhibit divergent survival outcomes or heterogeneous responses to various treatments. Furthermore, we provide insights into the challenges in addressing disease heterogeneity and potential solutions. Finally, the most advanced technological advancements and prospective research directions in the domain of MASLD research are delineated, with the objective of facilitating the implementation of personalized diagnosis and interventions.
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Original Article

Steatotic liver disease

Metabolic dysfunction-associated steatotic liver disease exhibits sex-specific microbial heterogeneity within intestinal compartments
Carlos Jose Pirola, Maria Silvina Landa, Mariano Schuman, Silvia Inés García, Adrian Salatino, Silvia Sookoian
Clin Mol Hepatol 2025;31(1):179-195.
Published online October 11, 2024
DOI: https://doi.org/10.3350/cmh.2024.0359
Background/Aims
Evidence suggests that the gastrointestinal microbiome plays a significant role in the biology of metabolic dysfunction-associated steatotic liver disease (MASLD). However, it remains unclear whether disparities in the gut microbiome across intestinal tissular compartments between the sexes lead to MASLD pathogenesis.
Methods
Sex-specific analyses of microbiome composition in two anatomically distinct regions of the gut, the small intestine and colon, were performed using an experimental model of MASLD. The study involved male and female spontaneously hypertensive rats and the Wistar-Kyoto control rat strain, which were fed either a standard chow diet or a high-fat diet for 12 weeks to induce MASLD (12 rats per group). High-throughput 16S sequencing was used for microbiome analysis.
Result
s: There were significant differences in the overall microbiome composition of male and female rats with MASLD, including variations in topographical gut regions. The beta diversity of the jejunal and colon microbiomes was higher in female rats than in male rats (PERMANOVA p-value=0.001). Sex-specific analysis and discriminant features using LEfSe showed considerable variation in bacterial abundance, along with distinct functional properties, in the jejunum and colon of animals with MASLD. Significantly elevated levels of lipopolysaccharide and protein expression of Toll-like receptor 4 were observed in the livers of male rats with MASLD compared with their female counterparts.
Conclusions
This study uncovered sexual dimorphism in the gut microbiome of MASLD and identified microbial heterogeneity within intestinal compartments. Insights into sex-specific variations in gut microbiome composition could facilitate customised treatment strategies.

Citations

Citations to this article as recorded by  Crossref logo
  • New Definition, New Point of View: Sex and Gender Interpretation of MASLD—Interpretation of Guidelines and Review of the Literature
    Massimo De Luca, Rita Verdoliva, Anna Lombardi, Antonio Giorgio
    Gastroenterology Insights.2026; 17(1): 7.     CrossRef
  • MASLD: Prevalence, Mechanisms, and Sex-Based Therapies in Postmenopausal Women
    Ilaria Milani, Marianna Chinucci, Frida Leonetti, Danila Capoccia
    Biomedicines.2025; 13(4): 855.     CrossRef
  • Characteristics of serum bile acid profiles among individuals with metabolic dysfunction-associated steatotic liver disease
    Sheng Lyu, Jiani Yang, Xin Xin, Qinmei Sun, Beiyu Cai, Xin Wang, Ziming An, Jian Sun, Yiyang Hu, Lei Shi, Qin Feng, Xiaojun Gou
    BMC Gastroenterology.2025;[Epub]     CrossRef
  • Gut-Liver Axis: The Role of Intestinal Microbiota and Their Metabolites in the Progression of Metabolic Dysfunction-Associated Steatotic Liver Disease
    Chao Cui, Shuai Gao, Jingfei Shi, Kai Wang
    Gut and Liver.2025; 19(4): 479.     CrossRef
  • Triglyceride-glucose-waist circumference index: A powerful tool for metabolic dysfunction-associated steatotic liver disease
    Bryan Adrian Priego-Parra, Berenice M Román-Calleja, Rocio Gallego-Duran, Jordi Gracia-Sancho, Jose Antonio Velarde Ruiz-Velasco, Jose Maria Remes-Troche
    World Journal of Hepatology.2025;[Epub]     CrossRef
  • Sex and gender differences in metabolic dysfunction-associated liver disease
    Rishitha Penmetsa, Sasha Kapil, Lisa B. VanWagner
    Indian Journal of Gastroenterology.2025;[Epub]     CrossRef
  • Animal models of lean metabolic dysfunction-associated steatotic liver disease (MASLD): bridging pathogenesis and novel drug discovery
    Stavros P. Papadakos, Chara Georgiadou, Eva Kassi, Rallia-Iliana Velliou, Antonios Chatzigeorgiou
    Expert Opinion on Drug Discovery.2025; 20(12): 1683.     CrossRef
  • 5,857 View
  • 195 Download
  • 6 Web of Science
  • Crossref
Editorial

Steatotic liver disease

The gene expression signature of metabolic dysfunction- associated steatotic liver disease from a multiomics perspective
Carlos Jose Pirola, Silvia Sookoian
Clin Mol Hepatol 2024;30(2):174-176.
Published online February 5, 2024
DOI: https://doi.org/10.3350/cmh.2024.0082

Citations

Citations to this article as recorded by  Crossref logo
  • Early portal hypertension in metabolic dysfunction-associated steatotic liver disease: a concise review
    Iván López-Méndez, Eva Juárez-Hernández, Juan Pablo Soriano-Márquez, Misael Uribe, Graciela Castro-Narro
    Expert Review of Gastroenterology & Hepatology.2025; 19(7): 755.     CrossRef
  • The effects of next generation probiotics on metabolic dysfunction-associated steatotic liver disease: a parallel, double-blind, randomized, placebo-controlled trial
    Sung-Min Won, Hyunchae Joung, In Gyu Park, Sang Hak Han, Young Lim Ham, Ji Sook Han, Yoojin Kwon, Dong Joon Kim, Ki Tae Suk
    Journal of Translational Medicine.2025;[Epub]     CrossRef
  • Correspondence on Editorial regarding “Identification of signature gene set as highly accurate determination of MASLD progression”
    Sungju Jung, Sumin Yoon, Jong Hoon Park, Yeon-Su Lee, Kyung Hyun Yoo
    Clinical and Molecular Hepatology.2024; 30(2): 287.     CrossRef
  • 5,999 View
  • 92 Download
  • 3 Web of Science
  • Crossref