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使用基因组优先方法对具有蛋白质改变变体的人类进行深度代谢表型分析。

Deep metabolic phenotyping of humans with protein-altering variants in using a genome-first approach.

作者信息

Huang Helen Ye Rim, Vitali Cecilia, Zhang David, Hand Nicholas J, Phillips Michael C, Creasy Kate Townsend, Scorletti Eleonora, Park Joseph, Schneider Kai Markus, Rader Daniel J, Schneider Carolin Victoria

机构信息

Department of Medicine, Division of Translational Medicine and Human Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.

Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.

出版信息

JHEP Rep. 2024 Oct 11;7(1):101243. doi: 10.1016/j.jhepr.2024.101243. eCollection 2025 Jan.

DOI:10.1016/j.jhepr.2024.101243
PMID:39687601
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11647476/
Abstract

BACKGROUND & AIM: An unbiased genome-first approach can expand the molecular understanding of specific genes in disease-agnostic biobanks for deeper phenotyping. represents a good candidate for this approach due to its known association with steatotic liver disease (SLD).

METHODS

We screened participants with whole-exome sequences in the Penn Medicine Biobank (PMBB, n >40,000) and the UK Biobank (UKB, n >200,000) for protein-altering variants in and evaluated their association with liver phenotypes and clinical outcomes.

RESULTS

Missense variants in (E167K, L156P, P216L) were associated with an increased risk of clinically diagnosed and imaging-proven steatosis, independent of the I48M risk allele and hepatitis B/C ( <0.001). E167K homozygotes had significantly increased risk of SLD (odds ratio [OR] 5.38, <0.001), steatohepatitis (OR 5.76, <0.05) and hepatocellular carcinoma (OR 11.22, <0.0001), while heterozygous carriers of L156P and P216L were also at an increased risk of steatohepatitis. In addition, carriers of E167K are at a 3-fold increased risk of at-risk MASH (OR 2.75, <0.001). CT-derived liver fat scores were higher in E167K and L156P in an allele-dose manner ( <0.05). This corresponded with the UKB nuclear magnetic resonance-derived lipidomic analyses (n = 105,348), revealing all carriers to exhibit lower total cholesterol, triglycerides and total choline. In silico predictions suggested that these missense variants cause structural disruptions in the EXPERA domain, leading to reduced protein function. This hypothesis was supported by the association of rare loss-of-function variants in with an increased risk of SLD (OR 4.9, <0.05), primarily driven by a novel rare stop-gain variant (W35X) with the same directionality.

CONCLUSION

The functional genetic study of protein-altering variants provides insights on the association between loss of function and SLD and provides the basis for future mechanistic studies.

IMPACT AND IMPLICATIONS

The genome-first approach expands insights into genetic risk factors for steatotic liver disease with being a focal point due to its known association with plasma lipid traits. Our findings validated the association of two missense variants (E167K and L156P) with increased risk of hepatic steatosis on CT and MRI scans, as well as the risk of clinically diagnosed hepatocellular carcinoma independent of the common I48M risk variant. Notably, we also identified a predicted deleterious missense variant (P216L) linked to steatotic risk and demonstrated that an aggregated gene burden of rare putative loss-of-function variants was associated with the risk of hepatic steatosis. Combined, this study sets the stage for future mechanistic investigations into the functional consequences of variants in metabolic dysfunction-associated steatotic liver disease.

摘要

背景与目的

一种无偏倚的基因组优先方法可以在疾病无关生物样本库中扩展对特定基因的分子理解,以实现更深入的表型分析。由于其与脂肪性肝病(SLD)的已知关联,[基因名称]是这种方法的一个良好候选对象。

方法

我们在宾夕法尼亚大学医学样本库(PMBB,n>40,000)和英国生物样本库(UKB,n>200,000)中对参与者进行全外显子组测序,以筛选[基因名称]中发生蛋白质改变的变异,并评估它们与肝脏表型和临床结局的关联。

结果

[基因名称]中的错义变异(E167K、L156P、P216L)与临床诊断和影像学证实的脂肪变性风险增加相关,独立于[另一基因名称]的I48M风险等位基因和乙型/丙型肝炎(P<0.001)。E167K纯合子患SLD的风险显著增加(优势比[OR]5.38,P<0.001)、脂肪性肝炎(OR 5.76,P<0.05)和肝细胞癌(OR 11.22,P<0.0001),而L156P和P216L的杂合携带者患脂肪性肝炎的风险也增加。此外,E167K携带者发生高危代谢相关脂肪性肝病(MASH)的风险增加3倍(OR 2.75,P<0.001)。CT衍生的肝脏脂肪评分在E167K和L156P中呈等位基因剂量依赖性升高(P<0.05)。这与英国生物样本库基于核磁共振的脂质组学分析结果(n=105,348)一致,显示所有携带者的总胆固醇、甘油三酯和总胆碱水平较低。计算机模拟预测表明,这些错义变异会导致EXPERA结构域的结构破坏,从而导致蛋白质功能降低。这一假设得到了[基因名称]中罕见功能丧失变异与SLD风险增加相关联的支持(OR 4.9,P<0.05),主要由一个具有相同方向性的新型罕见终止获得变异(W35X)驱动。

结论

对发生蛋白质改变的变异进行功能遗传学研究,为[基因名称]功能丧失与SLD之间的关联提供了见解,并为未来的机制研究提供了基础。

影响与意义

基因组优先方法扩展了对脂肪性肝病遗传风险因素的认识,由于[基因名称]与血浆脂质特征的已知关联,它成为了研究重点。我们的研究结果验证了两个错义变异(E167K和L156P)与CT和MRI扫描显示的肝脂肪变性风险增加以及独立于常见的[另一基因名称]I48M风险变异的临床诊断肝细胞癌风险增加之间的关联。值得注意的是,我们还鉴定出一个与脂肪变性风险相关的预测有害错义变异(P216L),并证明罕见的假定功能丧失变异的累积基因负担与肝脂肪变性风险相关。综合来看,本研究为未来对代谢功能障碍相关脂肪性肝病中[基因名称]变异的功能后果进行机制研究奠定了基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6534/11647476/934b36e1fa1a/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6534/11647476/55e4cda9da5f/ga1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6534/11647476/79d84acd0c60/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6534/11647476/bea7f270f837/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6534/11647476/4e4b194b8b89/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6534/11647476/934b36e1fa1a/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6534/11647476/55e4cda9da5f/ga1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6534/11647476/79d84acd0c60/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6534/11647476/bea7f270f837/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6534/11647476/4e4b194b8b89/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6534/11647476/934b36e1fa1a/gr4.jpg

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