PNPLA3 rs738409 and Risk of Fibrosis in NAFLD: Exploring Mediation Pathways Through Intermediate Histological Features

dc.contributor.authorVilar-Gomez, Eduardo
dc.contributor.authorPirola, Carlos J.
dc.contributor.authorSookoian, Silvia
dc.contributor.authorWilson, Laura A.
dc.contributor.authorLian, Tiebing
dc.contributor.authorChalasani, Naga
dc.contributor.departmentMedicine, School of Medicine
dc.date.accessioned2024-04-11T13:03:34Z
dc.date.available2024-04-11T13:03:34Z
dc.date.issued2022
dc.description.abstractBackground and aims: It is unclear whether rs738409 (p.I148M) missense variant in patatin-like phospholipase domain-containing 3 rs738409 promotes fibrosis development by triggering specific fibrogenic pathways or by creating an unfavorable microenvironment by promoting steatosis, inflammation, and ultimately fibrosis. We tested the hypothesis that intermediate histologic traits, including steatosis, lobular and portal inflammation, and ballooning may determine the effect of rs738409 on liver fibrosis among individuals with biopsy-proven NAFLD. Approach and results: Causal mediation models including multiple mediators in parallel or sequentially were performed to examine the effect of rs738409, by decomposing its total effect on fibrosis severity into direct and indirect effects, mediated by histology traits in 1153 non-Hispanic White patients. Total effect of rs738409 on fibrosis was β = 0.19 (95% CI: 0.09-0.29). The direct effect of rs738409 on fibrosis after removing mediators' effects was β = 0.09 (95% CI: 0.01-0.17) and the indirect effect of rs738409 on fibrosis through all mediators' effects were β = 0.010 (95% CI: 0.04-0.15). Among all mediators, the greatest estimated effect size was displayed by portal inflammation (β = 0.09, 95% CI: 0.05-0.12). Among different sequential combinations of histology traits, the path including lobular inflammation followed by ballooning degeneration displayed the most significant indirect effect (β = 0.023, 95% CI: 0.011-0.037). Mediation analysis in a separate group of 404 individuals with biopsy-proven NAFLD from other races and ethnicity showed similar results. Conclusions: In NAFLD, nearly half of the total effect of the rs738409 G allele on fibrosis severity could be explained by a direct pathway, suggesting that rs738409 may promote fibrosis development by activating specific fibrogenic pathways. A large proportion of the indirect effect of rs738409 on fibrosis severity is mediated through portal inflammation.
dc.eprint.versionAuthor's manuscript
dc.identifier.citationVilar-Gomez E, Pirola CJ, Sookoian S, Wilson LA, Liang T, Chalasani N. PNPLA3 rs738409 and risk of fibrosis in NAFLD: Exploring mediation pathways through intermediate histological features. Hepatology. 2022;76(5):1482-1494. doi:10.1002/hep.32491
dc.identifier.urihttps://hdl.handle.net/1805/39913
dc.language.isoen_US
dc.publisherWolters Kluwer
dc.relation.isversionof10.1002/hep.32491
dc.relation.journalHepatology
dc.rightsPublisher Policy
dc.sourcePMC
dc.subjectPNPLA3 rs738409
dc.subjectNonalcoholic fatty liver disease
dc.subjectFibrosis
dc.subjectSteatosis
dc.subjectPortal inflammation
dc.subjectMediation analysis
dc.titlePNPLA3 rs738409 and Risk of Fibrosis in NAFLD: Exploring Mediation Pathways Through Intermediate Histological Features
dc.typeArticle
Files
Original bundle
Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
nihms-1793563.pdf
Size:
904.02 KB
Format:
Adobe Portable Document Format
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.99 KB
Format:
Item-specific license agreed upon to submission
Description: