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mGWAS探索者:将单核苷酸多态性、基因、代谢物和疾病相联系以获得功能见解。

mGWAS-Explorer: Linking SNPs, Genes, Metabolites, and Diseases for Functional Insights.

作者信息

Chang Le, Zhou Guangyan, Ou Huiting, Xia Jianguo

机构信息

Department of Human Genetics, McGill University, Montreal, QC H3A 0C7, Canada.

Institute of Parasitology, McGill University, Montreal, QC H9X 3V9, Canada.

出版信息

Metabolites. 2022 Jun 7;12(6):526. doi: 10.3390/metabo12060526.

DOI:10.3390/metabo12060526
PMID:35736459
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9230867/
Abstract

Tens of thousands of single-nucleotide polymorphisms (SNPs) have been identified to be significantly associated with metabolite abundance in over 65 genome-wide association studies with metabolomics (mGWAS) to date. Obtaining mechanistic or functional insights from these associations for translational applications has become a key research area in the mGWAS community. Here, we introduce mGWAS-Explorer, a user-friendly web-based platform to help connect SNPs, metabolites, genes, and their known disease associations via powerful network visual analytics. The application of the mGWAS-Explorer was demonstrated using a COVID-19 and a type 2 diabetes case studies.

摘要

截至目前,在超过65项代谢组学全基因组关联研究(mGWAS)中,已鉴定出数以万计的单核苷酸多态性(SNP)与代谢物丰度显著相关。从这些关联中获得用于转化应用的机制或功能见解,已成为mGWAS领域的一个关键研究方向。在此,我们介绍了mGWAS-Explorer,这是一个用户友好的基于网络的平台,通过强大的网络可视化分析来帮助连接SNP、代谢物、基因及其已知的疾病关联。通过新冠病毒病(COVID-19)和2型糖尿病的案例研究展示了mGWAS-Explorer的应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e4b0/9230867/31b67d6999e1/metabolites-12-00526-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e4b0/9230867/425b771cf45d/metabolites-12-00526-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e4b0/9230867/05884e54d10b/metabolites-12-00526-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e4b0/9230867/31b67d6999e1/metabolites-12-00526-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e4b0/9230867/425b771cf45d/metabolites-12-00526-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e4b0/9230867/05884e54d10b/metabolites-12-00526-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e4b0/9230867/31b67d6999e1/metabolites-12-00526-g003.jpg

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本文引用的文献

1
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Nature. 2022 Jul;607(7917):97-103. doi: 10.1038/s41586-022-04576-6. Epub 2022 Mar 7.
2
NETMAGE: A human disease phenotype map generator for the network-based visualization of phenome-wide association study results.NETMAGE:一种人类疾病表型图谱生成器,用于基于网络的表型全基因组关联研究结果可视化。
Gigascience. 2022 Feb 15;11. doi: 10.1093/gigascience/giac002.
3
HMDB 5.0: the Human Metabolome Database for 2022.HMDB 5.0:2022 年人类代谢组数据库。
生物信息学分析和验证与胃癌预测和预后相关的潜在标志物。
Int J Mol Sci. 2024 May 28;25(11):5880. doi: 10.3390/ijms25115880.
4
MetaboAnalystR 4.0: a unified LC-MS workflow for global metabolomics.MetaboAnalystR 4.0:一个用于全局代谢组学的统一 LC-MS 工作流程。
Nat Commun. 2024 May 1;15(1):3675. doi: 10.1038/s41467-024-48009-6.
5
Gene-metabolite annotation with shortest reactional distance enhances metabolite genome-wide association studies results.基于最短反应距离的基因-代谢物注释可增强代谢物全基因组关联研究结果。
iScience. 2023 Nov 14;26(12):108473. doi: 10.1016/j.isci.2023.108473. eCollection 2023 Dec 15.
6
Metabolomic epidemiology offers insights into disease aetiology.代谢组学流行病学为疾病病因学提供了新的见解。
Nat Metab. 2023 Oct;5(10):1656-1672. doi: 10.1038/s42255-023-00903-x. Epub 2023 Oct 23.
7
mGWAS-Explorer 2.0: Causal Analysis and Interpretation of Metabolite-Phenotype Associations.mGWAS-Explorer 2.0:代谢物-表型关联的因果分析与解读
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Cancers (Basel). 2023 Jun 12;15(12):3158. doi: 10.3390/cancers15123158.
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4
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5
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6
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7
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8
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9
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10
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