Disentangling sRNA-Seq data to study RNA communication between species.
Animals
Arabidopsis
/ genetics
Botrytis
/ genetics
Computational Biology
Genome, Bacterial
/ genetics
Genomics
High-Throughput Nucleotide Sequencing
/ methods
Host-Pathogen Interactions
/ genetics
Mice
MicroRNAs
/ genetics
RNA, Bacterial
/ genetics
RNA, Ribosomal
/ genetics
RNA, Small Untranslated
/ genetics
RNA, Transfer
/ genetics
Sequence Analysis, RNA
Symbiosis
/ genetics
Journal
Nucleic acids research
ISSN: 1362-4962
Titre abrégé: Nucleic Acids Res
Pays: England
ID NLM: 0411011
Informations de publication
Date de publication:
28 02 2020
28 02 2020
Historique:
accepted:
18
12
2019
revised:
23
11
2019
received:
03
04
2019
pubmed:
28
12
2019
medline:
31
3
2020
entrez:
28
12
2019
Statut:
ppublish
Résumé
Many organisms exchange small RNAs (sRNAs) during their interactions, that can target or bolster defense strategies in host-pathogen systems. Current sRNA-Seq technology can determine the sRNAs present in any symbiotic system, but there are very few bioinformatic tools available to interpret the results. We show that one of the biggest challenges comes from sequences that map equally well to the genomes of both interacting organisms. This arises due to the small size of the sRNAs compared to large genomes, and because a large portion of sequenced sRNAs come from genomic regions that encode highly conserved miRNAs, rRNAs or tRNAs. Here, we present strategies to disentangle sRNA-Seq data from samples of communicating organisms, developed using diverse plant and animal species that are known to receive or exchange RNA with their symbionts. We show that sequence assembly, both de novo and genome-guided, can be used for these sRNA-Seq data, greatly reducing the ambiguity of mapping reads. Even confidently mapped sequences can be misleading, so we further demonstrate the use of differential expression strategies to determine true parasite-derived sRNAs within host cells. We validate our methods on new experiments designed to probe the nature of the extracellular vesicle sRNAs from the parasitic nematode Heligmosomoides bakeri that get into mouse intestinal epithelial cells.
Identifiants
pubmed: 31879784
pii: 5687825
doi: 10.1093/nar/gkz1198
pmc: PMC7038986
doi:
Substances chimiques
MicroRNAs
0
RNA, Bacterial
0
RNA, Ribosomal
0
RNA, Small Untranslated
0
RNA, Transfer
9014-25-9
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
e21Informations de copyright
© The Author(s) 2019. Published by Oxford University Press on behalf of Nucleic Acids Research.
Références
Nat Commun. 2014 Nov 25;5:5488
pubmed: 25421927
RNA Biol. 2013 Jul;10(7):1080-6
pubmed: 23770773
Proc Natl Acad Sci U S A. 2014 Dec 30;111(52):18721-6
pubmed: 25512495
J Extracell Vesicles. 2017 Mar 7;6(1):1286095
pubmed: 28326170
Biochem Soc Trans. 2012 Aug;40(4):886-90
pubmed: 22817753
PLoS Pathog. 2016 Jun 13;12(6):e1005672
pubmed: 27295279
RNA Biol. 2013 Jul;10(7):1221-30
pubmed: 23851377
Nat Methods. 2010 Nov;7(11):909-12
pubmed: 20935650
Gigascience. 2019 Sep 1;8(9):
pubmed: 31494669
Genome Biol. 2009;10(3):R25
pubmed: 19261174
Nat Biotechnol. 2010 May;28(5):511-5
pubmed: 20436464
Bioinformatics. 2010 Feb 15;26(4):493-500
pubmed: 20022975
Science. 2016 Jan 22;351(6271):397-400
pubmed: 26721680
Nat Biotechnol. 2011 May 15;29(7):644-52
pubmed: 21572440
Cells. 2019 Jul 23;8(7):
pubmed: 31340551
Nat Commun. 2018 Jul 10;9(1):2667
pubmed: 29991676
Nucleic Acids Res. 2012 Jan;40(1):37-52
pubmed: 21911355
Front Genet. 2013 Jun 28;4:119
pubmed: 23825476
Cell Res. 2012 Jan;22(1):107-26
pubmed: 21931358
Nat Biotechnol. 2018 Sep;36(8):746-757
pubmed: 30010675
Mol Biol Evol. 2013 Nov;30(11):2369-82
pubmed: 23913097
Genes Nutr. 2017 Jun 22;12:15
pubmed: 28694875
Cell Host Microbe. 2019 Jan 9;25(1):153-165.e5
pubmed: 30595554
Nat Plants. 2016 Sep 26;2(10):16153
pubmed: 27668926
Cell Rep. 2018 Dec 18;25(12):3356-3370.e4
pubmed: 30566862
Methods. 2014 May 1;67(1):20-7
pubmed: 24139974
Science. 2013 Oct 4;342(6154):118-23
pubmed: 24092744
Cell Host Microbe. 2018 Nov 14;24(5):637-652.e8
pubmed: 30449315
Front Genet. 2013 Jul 30;4:142
pubmed: 23908664
Sci Rep. 2018 Jul 6;8(1):10253
pubmed: 29980707
Bioinformatics. 2012 Feb 15;28(4):457-63
pubmed: 22171331
Nat Biotechnol. 2015 Mar;33(3):290-5
pubmed: 25690850
Trends Cell Biol. 2012 Mar;22(3):125-32
pubmed: 22260888
Nat Rev Microbiol. 2012 Sep;10(9):618-30
pubmed: 22890146
Nature. 2007 Dec 13;450(7172):1096-9
pubmed: 18075594
Science. 2018 Jun 8;360(6393):1126-1129
pubmed: 29773668
G3 (Bethesda). 2016 Jul 07;6(7):2103-11
pubmed: 27175019
Nat Commun. 2014 Apr 23;5:3722
pubmed: 24759728
BMC Genomics. 2018 Feb 5;19(1):118
pubmed: 29402217
Nat Cell Biol. 2007 Jun;9(6):654-9
pubmed: 17486113
Bioinformatics. 2010 Jan 1;26(1):139-40
pubmed: 19910308
PLoS Negl Trop Dis. 2019 Nov 26;13(11):e0007811
pubmed: 31770367
Methods. 2013 Sep 1;63(1):41-9
pubmed: 23816787
Nat Methods. 2012 Mar 04;9(4):357-9
pubmed: 22388286
Nat Plants. 2016 Sep 19;2:16151
pubmed: 27643635
Science. 2019 Aug 30;365(6456):919-922
pubmed: 31346137
J Immunol Methods. 1993 Nov 5;166(1):63-73
pubmed: 7693823
Bioinformatics. 2012 Apr 15;28(8):1086-92
pubmed: 22368243
Cell Host Microbe. 2016 Jan 13;19(1):32-43
pubmed: 26764595
Nat Methods. 2008 Jul;5(7):621-8
pubmed: 18516045
PLoS Genet. 2017 Aug 31;13(8):e1006946
pubmed: 28859085
Nucleic Acids Res. 2019 Mar 18;47(5):2630-2640
pubmed: 30605524
Nature. 2018 Jan 3;553(7686):82-85
pubmed: 29300014
Nat Biotechnol. 2013 Nov;31(11):965-7
pubmed: 24213763
FEBS Lett. 1988 Jun 20;233(2):225-8
pubmed: 2454845
Genome Biol. 2018 Dec 4;19(1):213
pubmed: 30514392
Sci Rep. 2017 May 24;7(1):2392
pubmed: 28539638
Nature. 2016 Jan 28;529(7587):496-501
pubmed: 26789254
Nucleic Acids Res. 2019 Apr 23;47(7):3594-3606
pubmed: 30820541
Bioinformatics. 2011 Mar 15;27(6):764-70
pubmed: 21217122
RNA. 2014 Jun;20(6):754-7
pubmed: 24729469
Sci Rep. 2016 Jun 02;6:26834
pubmed: 27251858
Bioinformatics. 2004 Oct 12;20(15):2421-8
pubmed: 15087315
Bioinformatics. 2014 Jun 15;30(12):1660-6
pubmed: 24532719
Genomics. 2008 Mar;91(3):281-8
pubmed: 18178374