Browsing by Author "Pirola, Carlos J."

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    PNPLA3 rs738409 and Risk of Fibrosis in NAFLD: Exploring Mediation Pathways Through Intermediate Histological Features
    (Wiley, 2022) Vilar-Gomez, Eduardo; Pirola, Carlos J.; Sookoian, Silvia; Wilson, Laura A.; Liang, Tiebing; Chalasani, Naga; Medicine, School of Medicine
    Background & Aims It is unclear whether rs738409 (p.I148M) missense variant in patatin-like phospholipase domain-containing 3 (PNPLA3) 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 (NHW) patients. Total effect of rs738409 on fibrosis was β=0.19 (95% CI: 0.09-0.29). The direct effect of rs738409 on fibrosis upon 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.
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    PNPLA3 rs738409 and Risk of Fibrosis in NAFLD: Exploring Mediation Pathways Through Intermediate Histological Features
    (Wolters Kluwer, 2022) Vilar-Gomez, Eduardo; Pirola, Carlos J.; Sookoian, Silvia; Wilson, Laura A.; Lian, Tiebing; Chalasani, Naga; Medicine, School of Medicine
    Background 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.
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    The Protection Conferred by HSD17B13 rs72613567 Polymorphism on Risk of Steatohepatitis and Fibrosis May Be Limited to Selected Subgroups of Patients With NAFLD
    (Wolters Kluwer, 2021-09-10) Vilar-Gomez, Eduardo; Pirola, Carlos J.; Sookoian, Silvia; Wilson, Laura A.; Liang, Tiebing; Chalasani, Naga; Medicine, School of Medicine
    Introduction: Our study aimed to explore how PNPLA3 rs738409 or phenotypic risk factors may moderate the relationship between HSD17B13 rs72613567 and risk of steatohepatitis and fibrosis. Methods: This analysis consisted of 1,153 non-Hispanic whites with biopsy-proven nonalcoholic fatty liver disease enrolled in the nonalcoholic steatohepatitis Clinical Research Network studies. Nonalcoholic fatty liver disease severity was determined by liver histology scored centrally according to the nonalcoholic steatohepatitis Clinical Research Network criteria. Moderation and logistic regression analyses were performed to identify the influence of moderators (PNPLA3 rs738409, age, sex, body mass index, and diabetes) on the relationship between HSD17B13 rs72613567 and risk of steatohepatitis and fibrosis. Results: HSD17B13 rs72613567 genotype frequency was as follows: (-/-), 64%; (-/A), 30%; (A/A), 6%. Moderation analysis showed that the protective effect of HSD17B13 rs72613567 A-allele on risk of steatohepatitis remained only significant among patients with PNPLA3 rs738409 genotype CC (β coeff: -0.19, P = 0.019), women (β coeff: -0.18, P < 0.001), patients of age ≥ 45 years (β coeff: -0.18, P < 0.001), patients with body mass index ≥ 35 kg/m2 (β coeff: -0.17, P < 0.001), and patients with diabetes (β coeff: -0.18, P = 0.020). Among women, the protective effect of HSD17B131 rs72613567 A-allele on risk of steatohepatitis was stronger in those aged ≥ 51 years. Logistic regression-based sensitivity analysis including various important subgroups confirmed our observations. Discussion: The protection conferred by HSD17B13 rs72613567 A-allele on risk of steatohepatitis and fibrosis may be limited to selected subgroups of individuals who are aged ≥ 45 years, women and have class ≥ 2 obesity or diabetes, and those with PNPLA3 rs738409 CC genotype.