Department of Pediatrics, Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Saint Louis University, St. Louis, Missouri, USA.
HHEAR Data Center, Icahn School of Medicine at Mount Sinai, Statistical Services and Methods Development Resource, New York, New York, USA.
J Pediatr Gastroenterol Nutr. 2024 Nov;79(5):943-953. doi: 10.1002/jpn3.12346. Epub 2024 Sep 16.
Metabolic dysfunction-associated steatotic liver disease (MASLD) is common in children. We hypothesized environmental toxins could drive progression to metabolic dysfunction-associated steatohepatitis (MASH), and assayed serum toxins and metabolites in children with histologically characterized MASLD/MASH.
Environmental chemicals, common in household items, perfluoroalkyl substances (PFAS), polybrominated flame retardants (polybrominated diphenyl ethers [PBDEs]), and metabolic profiles were assayed in children enrolled in the multicenter NASH Clinical Research Network Pediatric Database 2. Mixture models, using repeated holdout weighted quantile sum regression (WQS) were run in addition to single chemical/metabolite logistic regression. For metabolomic analyses, random subset version of WQS was used for the large number of predictors versus participants. Nominal and false discovery rate (FDR) p-values (two-sided) were computed.
Four hundred and thirty-five children distributed across MASH (n = 293) and MASLD (n = 142), with 304 (69.9%) males. Mean (standard deviation) for Nonalcoholic Steatohepatitis Score (NAS) and alanine aminotransferase (ALT) for MASLD were 3.1 (1.0), 67.9 (43.4), and for MASH 4.2 (1.4), 144 (121). There was an inverse association between PFAS/PBDE mixture and MASH versus MASLD, lobular inflammation (p = 0.026), NAS (p = 0.009, FDR p = 0.04), and log-transformed ALT (p = 0.005, FDR p = 0.025) driven by perfluorohexane sulfonate (PFHXS). Metabolites from positive hydrophilic interaction liquid chromatography mode, biliverdin (p = 0.002) and 1-methylhistidine (associated with meat ingestion, p = 0.02) and reverse phase negative mode, hippuric acid (solvent exposure, p = 0.022) significantly associated with MASH.
Significant negative PFAS/PBDE mixture effect and odds of MASH were dominated by PHFXS. Several metabolites are significantly associated with MASH which inform mechanistic pathways and could drive key therapeutic and diagnostic strategies in children.
代谢相关脂肪性肝病(MASLD)在儿童中很常见。我们假设环境毒素可能导致其进展为代谢相关脂肪性肝炎(MASH),并对经组织学证实的 MASLD/MASH 患儿进行血清毒素和代谢物检测。
对参加 NASH 临床研究网络儿科数据库 2 的多中心研究的儿童进行环境化学物质检测,包括常见家用物品中的全氟烷基物质(PFAS)、多溴联苯醚(PBDE)和代谢谱。采用重复保持权重分位数和回归(WQS)的混合模型,对单个化学物质/代谢物进行逻辑回归分析。代谢组学分析采用随机子集 WQS,因为预测因子的数量远多于参与者的数量。计算了名义和错误发现率(FDR)p 值(双侧)。
共纳入 435 名儿童,其中 MASH 组 293 名,MASLD 组 142 名,男性 304 名(69.9%)。MASLD 组的非酒精性脂肪性肝炎评分(NAS)和丙氨酸氨基转移酶(ALT)的平均值(标准差)分别为 3.1(1.0)、67.9(43.4),MASH 组分别为 4.2(1.4)、144(121)。PFAS/PBDE 混合物与 MASH 相比与 MASLD 呈负相关,与肝小叶炎症(p=0.026)、NAS(p=0.009,FDR p=0.04)和 log 转换后的 ALT(p=0.005,FDR p=0.025)相关,其驱动因素为全氟己烷磺酸(PFHXS)。阳性亲水相互作用液相色谱模式的代谢物胆绿素(p=0.002)和 1-甲基组氨酸(与肉食摄入相关,p=0.02)和反相负相模式的代谢物马尿酸(溶剂暴露,p=0.022)与 MASH 显著相关。
PFAS/PBDE 混合物的显著负相关效应和 MASH 的发生几率主要由 PHFXS 驱动。一些代谢物与 MASH 显著相关,这为其提供了潜在的机制途径,并为儿童的关键治疗和诊断策略提供了信息。