Niu Lili, Stinson Sara Elizabeth, Holm Louise Aas, Lund Morten Asp Vonsild, Fonvig Cilius Esmann, Cobuccio Leonardo, Meisner Jonas, Juel Helene Bæk, Fadista Joao, Thiele Maja, Krag Aleksander, Holm Jens-Christian, Rasmussen Simon, Hansen Torben, Mann Matthias
Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, Copenhagen, Denmark.
Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany.
Nat Genet. 2025 Mar;57(3):635-646. doi: 10.1038/s41588-025-02089-2. Epub 2025 Feb 19.
Our current understanding of the determinants of plasma proteome variation during pediatric development remains incomplete. Here, we show that genetic variants, age, sex and body mass index significantly influence this variation. Using a streamlined and highly quantitative mass spectrometry-based proteomics workflow, we analyzed plasma from 2,147 children and adolescents, identifying 1,216 proteins after quality control. Notably, the levels of 70% of these were associated with at least one of the aforementioned factors, with protein levels also being predictive. Quantitative trait loci (QTLs) regulated at least one-third of the proteins; between a few percent and up to 30-fold. Together with excellent replication in an additional 1,000 children and 558 adults, this reveals substantial genetic effects on plasma protein levels, persisting from childhood into adulthood. Through Mendelian randomization and colocalization analyses, we identified 41 causal genes for 33 cardiometabolic traits, emphasizing the value of protein QTLs in drug target identification and disease understanding.
我们目前对儿童发育过程中血浆蛋白质组变异决定因素的理解仍不完整。在此,我们表明基因变异、年龄、性别和体重指数会显著影响这种变异。通过基于质谱的简化且高度定量的蛋白质组学工作流程,我们分析了2147名儿童和青少年的血浆,经质量控制后鉴定出1216种蛋白质。值得注意的是,其中70%的蛋白质水平与上述至少一个因素相关,且蛋白质水平具有预测性。数量性状基因座(QTL)调控了至少三分之一的蛋白质;调控幅度在百分之几到高达30倍之间。在另外1000名儿童和558名成年人中进行的出色重复验证表明,从儿童期到成年期,基因对血浆蛋白质水平都有显著影响。通过孟德尔随机化和共定位分析,我们确定了33种心脏代谢性状的41个因果基因,强调了蛋白质QTL在药物靶点识别和疾病理解中的价值。