In vivo functional analysis of non-conserved human lncRNAs associated with cardiometabolic traits.
Xiangbo RuanPing LiYi ChenYu ShiMehdi PiroozniaFayaz SeifuddinHiroshi SuemizuYasuyuki OhnishiNao YonedaMegumi NishiwakiJames ShepherdsonAbhilash SureshKomudi SinghYonghe MaCheng-Fei JiangHaiming CaoPublished in: Nature communications (2020)
Unlike protein-coding genes, the majority of human long non-coding RNAs (lncRNAs) are considered non-conserved. Although lncRNAs have been shown to function in diverse pathophysiological processes in mice, it remains largely unknown whether human lncRNAs have such in vivo functions. Here, we describe an integrated pipeline to define the in vivo function of non-conserved human lncRNAs. We first identify lncRNAs with high function potential using multiple indicators derived from human genetic data related to cardiometabolic traits, then define lncRNA's function and specific target genes by integrating its correlated biological pathways in humans and co-regulated genes in a humanized mouse model. Finally, we demonstrate that the in vivo function of human-specific lncRNAs can be successfully examined in the humanized mouse model, and experimentally validate the predicted function of an obesity-associated lncRNA, LINC01018, in regulating the expression of genes in fatty acid oxidation in humanized livers through its interaction with RNA-binding protein HuR.
Keyphrases
- endothelial cells
- long non coding rna
- genome wide
- genome wide identification
- mouse model
- induced pluripotent stem cells
- pluripotent stem cells
- genome wide analysis
- poor prognosis
- type diabetes
- fatty acid
- body mass index
- adipose tissue
- dna methylation
- metabolic syndrome
- nitric oxide
- hydrogen peroxide
- small molecule
- high fat diet induced
- deep learning
- gene expression
- amino acid
- human health
- nucleic acid