Diversity and signature of small RNA in different bodily fluids using next generation sequencing

被引:64
作者
El-Mogy, Mohamed [1 ,2 ]
Lam, Bernard [1 ]
Haj-Ahmad, Taha A. [1 ]
McGowan, Shannon [3 ]
Yu, Darrick [1 ]
Nosal, Lucas [1 ]
Rghei, Nezar [1 ]
Roberts, Pam [1 ]
Haj-Ahmad, Yousef [1 ,3 ]
机构
[1] Norgen Biotek Corp, Thorold, ON L2V 4Y6, Canada
[2] Natl Res Ctr, Mol Biol Dept, Giza, Egypt
[3] Brock Univ, Dept Biol Sci, St Catharines, ON L2S 3A1, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
miRNA; tRNA; piRNA; Next generation sequencing; Blood; Plasma; Serum; Saliva; Urine; NOVO DNA METHYLATION; CIRCULATING MICRORNAS; MESSENGER-RNAS; CELL-PROLIFERATION; TUMOR-SUPPRESSOR; NONCODING RNAS; PIRNA PATHWAY; SALIVARY RNA; BODY-FLUIDS; CANCER;
D O I
10.1186/s12864-018-4785-8
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: Small RNAs are critical components in regulating various cellular pathways. These molecules may be tissue-associated or circulating in bodily fluids and have been shown to associate with different tumors. Next generation sequencing (NGS) on small RNAs is a powerful tool for profiling and discovery of microRNAs (miRNAs). Results: In this study, we isolated total RNA from various bodily fluids: blood, leukocytes, serum, plasma, saliva, cell-free saliva, urine and cell-free urine. Next, we used Illumina's NGS platform and intensive bioinformatics analysis to investigate the distribution and signature of small RNAs in the various fluids. Successful NGS was accomplished despite the variations in RNA concentrations among the different fluids. Among the fluids studied, blood and plasma were found to be the most promising fluids for small RNA profiling as well as novel miRNA prediction. Saliva and urine yielded lower numbers of identifiable molecules and therefore were less reliable in small RNA profiling and less useful in predicting novel molecules. In addition, all fluids shared many molecules, including 139 miRNAs, the most abundant tRNAs, and the most abundant piwi-interacting RNAs (piRNAs). Fluids of similar origin (blood, urine or saliva) displayed closer clustering, while each fluid still retains its own characteristic signature based on its unique molecules and its levels of the common molecules. Donor urine samples showed sex-dependent differential clustering, which may prove useful for future studies. Conclusions: This study shows the successful clustering and unique signatures of bodily fluids based on their miRNA, tRNA and piRNA content. With this information, cohorts may be differentiated based on multiple molecules from each small RNA class by a multidimensional assessment of the overall molecular signature.
引用
收藏
页数:24
相关论文
共 99 条
[21]   Modulation of Gene Expression by Human Cytosolic tRNase ZL through 5′-Half-tRNA [J].
Elbarbary, Reyad A. ;
Takaku, Hiroaki ;
Uchiumi, Naoto ;
Tamiya, Hiroko ;
Abe, Mayumi ;
Takahashi, Masayuki ;
Nishida, Hiroshi ;
Nashimoto, Masayuki .
PLOS ONE, 2009, 4 (06)
[22]   Non-coding RNAs in human disease [J].
Esteller, Manel .
NATURE REVIEWS GENETICS, 2011, 12 (12) :861-874
[23]   Most mammalian mRNAs are conserved targets of microRNAs [J].
Friedman, Robin C. ;
Farh, Kyle Kai-How ;
Burge, Christopher B. ;
Bartel, David P. .
GENOME RESEARCH, 2009, 19 (01) :92-105
[24]   The Majority of MicroRNAs Detectable in Serum and Saliva Is Concentrated in Exosomes [J].
Gallo, Alessia ;
Tandon, Mayank ;
Alevizos, Ilias ;
Illei, Gabor G. .
PLOS ONE, 2012, 7 (03)
[25]   Targeting oncomiRNAs and mimicking tumor suppressor miRNAs: New trends in the development of miRNA therapeutic strategies in oncology [J].
Gambari, Roberto ;
Brognara, Eleonora ;
Spandidos, Demetrios A. ;
Fabbri, Enrica .
INTERNATIONAL JOURNAL OF ONCOLOGY, 2016, 49 (01) :5-32
[26]   A tRNA-derived fragment competes with mRNA for ribosome binding and regulates translation during stress [J].
Gebetsberger, Jennifer ;
Wyss, Leander ;
Mleczko, Anna M. ;
Reuther, Julia ;
Polacek, Norbert .
RNA BIOLOGY, 2017, 14 (10) :1364-1373
[27]   tRNA-Derived Fragments Target the Ribosome and Function as Regulatory Non-Coding RNA in Haloferax volcanii [J].
Gebetsberger, Jennifer ;
Zywicki, Marek ;
Kuenzi, Andrea ;
Polacek, Norbert .
ARCHAEA-AN INTERNATIONAL MICROBIOLOGICAL JOURNAL, 2012, 2012
[28]   Small silencing RNAs: an expanding universe [J].
Ghildiyal, Megha ;
Zamore, Phillip D. .
NATURE REVIEWS GENETICS, 2009, 10 (02) :94-108
[29]   Serum MicroRNAs Are Promising Novel Biomarkers [J].
Gilad, Shlomit ;
Meiri, Eti ;
Yogev, Yariv ;
Benjamin, Sima ;
Lebanony, Danit ;
Yerushalmi, Noga ;
Benjamin, Hila ;
Kushnir, Michal ;
Cholakh, Hila ;
Melamed, Nir ;
Bentwich, Zvi ;
Hod, Moshe ;
Goren, Yaron ;
Chajut, Ayelet .
PLOS ONE, 2008, 3 (09)
[30]   Endogenous tRNA-Derived Fragments Suppress Breast Cancer Progression via YBX1 Displacement [J].
Goodarzi, Hani ;
Liu, Xuhang ;
Nguyen, Hoang C. B. ;
Zhang, Steven ;
Fish, Lisa ;
Tavazoie, Sohail F. .
CELL, 2015, 161 (04) :790-802