Deep sequencing of small RNA facilitates tissue and sex associated microRNA discovery in zebrafish

Background: The role of microRNAs in gene regulation has been well established. The extent of miRNA regulation also increases with increasing genome complexity. Though the number of genes appear to be equal between human and zebrafish, substantially less microRNAs have been discovered in zebrafish...

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Main Authors: Vaz, Candida, Wee, Choon Wei, Lee, Gek Ping Serene, Ingham, Philip William, Tanavde, Vivek, Mathavan, Sinnakaruppan
Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
Format: Article
Language:English
Published: 2015
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Online Access:https://hdl.handle.net/10356/80939
http://hdl.handle.net/10220/39018
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-809392022-02-16T16:27:30Z Deep sequencing of small RNA facilitates tissue and sex associated microRNA discovery in zebrafish Vaz, Candida Wee, Choon Wei Lee, Gek Ping Serene Ingham, Philip William Tanavde, Vivek Mathavan, Sinnakaruppan Lee Kong Chian School of Medicine (LKCMedicine) Tissue associated miRNA Sex associated miRNA Novel miRNA prediction Zebrafish Background: The role of microRNAs in gene regulation has been well established. The extent of miRNA regulation also increases with increasing genome complexity. Though the number of genes appear to be equal between human and zebrafish, substantially less microRNAs have been discovered in zebrafish compared to human (miRBase Release 19). It appears that most of the miRNAs in zebrafish are yet to be discovered. Results: We sequenced small RNAs from brain, gut, liver, ovary, testis, eye, heart and embryo of zebrafish. In brain, gut and liver sequencing was done sex specifically. Majority of the sequenced reads (16–62 %) mapped to known miRNAs, with the exception of ovary (5.7 %) and testis (7.8 %). Using the miRNA discovery tool (miRDeep2), we discovered novel miRNAs from the unannotated reads that ranged from 7.6 to 23.0 %, with exceptions of ovary (51.4 %) and testis (55.2 %). The prediction tool identified a total of 459 novel pre-miRNAs. We compared expression of miRNAs between different tissues and between males and females to identify tissue associated and sex associated miRNAs respectively. These miRNAs could serve as putative biomarkers for these tissues. The brain and liver had highest number of tissue associated (22) and sex associated (34) miRNAs, respectively. Conclusions: This study comprehensively identifies tissue and sex associated miRNAs in zebrafish. Further, we have discovered 459 novel pre-miRNAs (~30 % seed homology to human miRNA) as a genomic resource which can facilitate further investigations to understand miRNA-mRNA gene regulatory networks in zebrafish which will have implications in understanding the function of human homologs. ASTAR (Agency for Sci., Tech. and Research, S’pore) Published version 2015-12-09T08:54:11Z 2019-12-06T14:17:52Z 2015-12-09T08:54:11Z 2019-12-06T14:17:52Z 2015 Journal Article Vaz, C., Wee, C. W., Lee, G. P. S., Ingham, P. W., Tanavde, V., & Mathavan, S. (2015). Deep sequencing of small RNA facilitates tissue and sex associated microRNA discovery in zebrafish. BMC Genomics, 16, 950-. 1471-2164 https://hdl.handle.net/10356/80939 http://hdl.handle.net/10220/39018 10.1186/s12864-015-2135-7 26574018 en BMC Genomics © 2015 Vaz et al. Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. 16 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Tissue associated miRNA
Sex associated miRNA
Novel miRNA prediction
Zebrafish
spellingShingle Tissue associated miRNA
Sex associated miRNA
Novel miRNA prediction
Zebrafish
Vaz, Candida
Wee, Choon Wei
Lee, Gek Ping Serene
Ingham, Philip William
Tanavde, Vivek
Mathavan, Sinnakaruppan
Deep sequencing of small RNA facilitates tissue and sex associated microRNA discovery in zebrafish
description Background: The role of microRNAs in gene regulation has been well established. The extent of miRNA regulation also increases with increasing genome complexity. Though the number of genes appear to be equal between human and zebrafish, substantially less microRNAs have been discovered in zebrafish compared to human (miRBase Release 19). It appears that most of the miRNAs in zebrafish are yet to be discovered. Results: We sequenced small RNAs from brain, gut, liver, ovary, testis, eye, heart and embryo of zebrafish. In brain, gut and liver sequencing was done sex specifically. Majority of the sequenced reads (16–62 %) mapped to known miRNAs, with the exception of ovary (5.7 %) and testis (7.8 %). Using the miRNA discovery tool (miRDeep2), we discovered novel miRNAs from the unannotated reads that ranged from 7.6 to 23.0 %, with exceptions of ovary (51.4 %) and testis (55.2 %). The prediction tool identified a total of 459 novel pre-miRNAs. We compared expression of miRNAs between different tissues and between males and females to identify tissue associated and sex associated miRNAs respectively. These miRNAs could serve as putative biomarkers for these tissues. The brain and liver had highest number of tissue associated (22) and sex associated (34) miRNAs, respectively. Conclusions: This study comprehensively identifies tissue and sex associated miRNAs in zebrafish. Further, we have discovered 459 novel pre-miRNAs (~30 % seed homology to human miRNA) as a genomic resource which can facilitate further investigations to understand miRNA-mRNA gene regulatory networks in zebrafish which will have implications in understanding the function of human homologs.
author2 Lee Kong Chian School of Medicine (LKCMedicine)
author_facet Lee Kong Chian School of Medicine (LKCMedicine)
Vaz, Candida
Wee, Choon Wei
Lee, Gek Ping Serene
Ingham, Philip William
Tanavde, Vivek
Mathavan, Sinnakaruppan
format Article
author Vaz, Candida
Wee, Choon Wei
Lee, Gek Ping Serene
Ingham, Philip William
Tanavde, Vivek
Mathavan, Sinnakaruppan
author_sort Vaz, Candida
title Deep sequencing of small RNA facilitates tissue and sex associated microRNA discovery in zebrafish
title_short Deep sequencing of small RNA facilitates tissue and sex associated microRNA discovery in zebrafish
title_full Deep sequencing of small RNA facilitates tissue and sex associated microRNA discovery in zebrafish
title_fullStr Deep sequencing of small RNA facilitates tissue and sex associated microRNA discovery in zebrafish
title_full_unstemmed Deep sequencing of small RNA facilitates tissue and sex associated microRNA discovery in zebrafish
title_sort deep sequencing of small rna facilitates tissue and sex associated microrna discovery in zebrafish
publishDate 2015
url https://hdl.handle.net/10356/80939
http://hdl.handle.net/10220/39018
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