In vivo functional analysis of non-conserved human lncRNAs associated with cardiometabolic traits

被引:79
作者
Ruan, Xiangbo [1 ]
Li, Ping [1 ]
Chen, Yi [1 ]
Shi, Yu [1 ]
Pirooznia, Mehdi [2 ]
Seifuddin, Fayaz [2 ]
Suemizu, Hiroshi [3 ]
Ohnishi, Yasuyuki [3 ]
Yoneda, Nao [3 ]
Nishiwaki, Megumi [3 ,4 ]
Shepherdson, James [1 ,5 ]
Suresh, Abhilash [2 ]
Singh, Komudi [2 ]
Ma, Yonghe [2 ]
Jiang, Cheng-fei [1 ]
Cao, Haiming [1 ]
机构
[1] NHLBI, Cardiovasc Branch, NIH, Bethesda, MD 20892 USA
[2] NHLBI, Bioinformat & Computat Biol Core, NIH, Bethesda, MD 20892 USA
[3] Cent Inst Expt Anim, Lab Anim Res Dept, Biomed Res Lab, Kawasaki Ku, 3-25-12 Tonomachi, Kawasaki, Kanagawa 2100821, Japan
[4] CLEA Japan Inc, Tech Serv Dept, 4839-23 Kitayama, Fujinomiya, Shizuoka 4180122, Japan
[5] Washington Univ, Sch Med, Div Biol & Biomed Sci, St Louis, MO USA
基金
日本学术振兴会; 美国国家卫生研究院;
关键词
LONG NONCODING RNAS; BIOCONDUCTOR PACKAGE; EXPRESSION; METABOLISM; PRINCIPLES; PHYSIOLOGY; EVOLUTION; ACCURATE; ALIGNER; ROLES;
D O I
10.1038/s41467-019-13688-z
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
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页数:13
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共 48 条
[21]   Roles for long non-coding RNAs in physiology and disease [J].
Melissari, Maria-Theodora ;
Grote, Phillip .
PFLUGERS ARCHIV-EUROPEAN JOURNAL OF PHYSIOLOGY, 2016, 468 (06) :945-958
[22]   From noncoding variant to phenotype via SORT1 at the 1p13 cholesterol locus [J].
Musunuru, Kiran ;
Strong, Alanna ;
Frank-Kamenetsky, Maria ;
Lee, Noemi E. ;
Ahfeldt, Tim ;
Sachs, Katherine V. ;
Li, Xiaoyu ;
Li, Hui ;
Kuperwasser, Nicolas ;
Ruda, Vera M. ;
Pirruccello, James P. ;
Muchmore, Brian ;
Prokunina-Olsson, Ludmila ;
Hall, Jennifer L. ;
Schadt, Eric E. ;
Morales, Carlos R. ;
Lund-Katz, Sissel ;
Phillips, Michael C. ;
Wong, Jamie ;
Cantley, William ;
Racie, Timothy ;
Ejebe, Kenechi G. ;
Orho-Melander, Marju ;
Melander, Olle ;
Koteliansky, Victor ;
Fitzgerald, Kevin ;
Krauss, Ronald M. ;
Cowan, Chad A. ;
Kathiresan, Sekar ;
Rader, Daniel J. .
NATURE, 2010, 466 (7307) :714-U2
[23]   The evolution of lncRNA repertoires and expression patterns in tetrapods [J].
Necsulea, Anamaria ;
Soumillon, Magali ;
Warnefors, Maria ;
Liechti, Angelica ;
Daish, Tasman ;
Zeller, Ulrich ;
Baker, Julie C. ;
Gruetzner, Frank ;
Kaessmann, Henrik .
NATURE, 2014, 505 (7485) :635-+
[24]   Fast and efficient QTL mapper for thousands of molecular phenotypes [J].
Ongen, Halit ;
Buil, Alfonso ;
Brown, Andrew Anand ;
Dermitzakis, Emmanouil T. ;
Delaneau, Olivier .
BIOINFORMATICS, 2016, 32 (10) :1479-1485
[25]   PPARs: Fatty acid sensors controlling metabolism [J].
Poulsen, Lars la Cour ;
Siersbk, Majken ;
Mandrup, Susanne .
SEMINARS IN CELL & DEVELOPMENTAL BIOLOGY, 2012, 23 (06) :631-639
[26]   Rapid evolutionary turnover underlies conserved lncRNA-genome interactions [J].
Quinn, Jeffrey J. ;
Zhang, Qiangfeng C. ;
Georgiev, Plamen ;
Ilik, Ibrahim A. ;
Akhtar, Asifa ;
Change, Howard Y. .
GENES & DEVELOPMENT, 2016, 30 (02) :191-207
[27]   Long noncoding RNAs: an emerging link between gene regulation and nuclear organization [J].
Quinodoz, Sofia ;
Guttman, Mitchell .
TRENDS IN CELL BIOLOGY, 2014, 24 (11) :651-663
[28]   Comparative Analysis of Gene Regulation by the Transcription Factor PPARα between Mouse and Human [J].
Rakhshandehroo, Maryam ;
Hooiveld, Guido ;
Muller, Michael ;
Kersten, Sander .
PLOS ONE, 2009, 4 (08)
[29]   The functions and unique features of long intergenic non-coding RNA [J].
Ransohoff, Julia D. ;
Wei, Yuning ;
Khavari, Paul A. .
NATURE REVIEWS MOLECULAR CELL BIOLOGY, 2018, 19 (03) :143-157
[30]   A scaling normalization method for differential expression analysis of RNA-seq data [J].
Robinson, Mark D. ;
Oshlack, Alicia .
GENOME BIOLOGY, 2010, 11 (03)