Multi-Omics Analysis of Small RNA, Transcriptome, and Degradome in <i>T. turgidum</i>—Regulatory Networks of Grain Development and Abiotic Stress Response

Crop reproduction is highly sensitive to water deficit and heat stress. The molecular networks of stress adaptation and grain development in tetraploid wheat (<i>Triticum turgidum durum</i>) are not well understood. Small RNAs (sRNAs) are important epigenetic regulators connecting the tr...

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Main Authors: Haipei Liu, Amanda J. Able, Jason A. Able
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:https://www.mdpi.com/1422-0067/21/20/7772
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spelling doaj-fd544e8681a54614a3b24f1beddb90792020-11-25T03:56:48ZengMDPI AGInternational Journal of Molecular Sciences1661-65961422-00672020-10-01217772777210.3390/ijms21207772Multi-Omics Analysis of Small RNA, Transcriptome, and Degradome in <i>T. turgidum</i>—Regulatory Networks of Grain Development and Abiotic Stress ResponseHaipei Liu0Amanda J. Able1Jason A. Able2School of Agriculture, Food & Wine, Waite Research Institute, The University of Adelaide, Urrbrae, SA 5064, AustraliaSchool of Agriculture, Food & Wine, Waite Research Institute, The University of Adelaide, Urrbrae, SA 5064, AustraliaSchool of Agriculture, Food & Wine, Waite Research Institute, The University of Adelaide, Urrbrae, SA 5064, AustraliaCrop reproduction is highly sensitive to water deficit and heat stress. The molecular networks of stress adaptation and grain development in tetraploid wheat (<i>Triticum turgidum durum</i>) are not well understood. Small RNAs (sRNAs) are important epigenetic regulators connecting the transcriptional and post-transcriptional regulatory networks. This study presents the first multi-omics analysis of the sRNAome, transcriptome, and degradome in <i>T. turgidum</i> developing grains, under single and combined water deficit and heat stress. We identified 690 microRNAs (miRNAs), with 84 being novel, from 118 sRNA libraries. Complete profiles of differentially expressed miRNAs (DEMs) specific to genotypes, stress types, and different reproductive time-points are provided. The first degradome sequencing report for developing durum grains discovered a significant number of new target genes regulated by miRNAs post-transcriptionally. Transcriptome sequencing profiled 53,146 <i>T. turgidum</i> genes, swith differentially expressed genes (DEGs) enriched in functional categories such as nutrient metabolism, cellular differentiation, transport, reproductive development, and hormone transduction pathways. miRNA–mRNA networks that affect grain characteristics such as starch synthesis and protein metabolism were constructed on the basis of integrated analysis of the three omics. This study provides a substantial amount of novel information on the post-transcriptional networks in <i>T. turgidum</i> grains, which will facilitate innovations for breeding programs aiming to improve crop resilience and grain quality.https://www.mdpi.com/1422-0067/21/20/7772microRNAstranscriptomedegradomedurum wheatgrain developmentwater deficit
collection DOAJ
language English
format Article
sources DOAJ
author Haipei Liu
Amanda J. Able
Jason A. Able
spellingShingle Haipei Liu
Amanda J. Able
Jason A. Able
Multi-Omics Analysis of Small RNA, Transcriptome, and Degradome in <i>T. turgidum</i>—Regulatory Networks of Grain Development and Abiotic Stress Response
International Journal of Molecular Sciences
microRNAs
transcriptome
degradome
durum wheat
grain development
water deficit
author_facet Haipei Liu
Amanda J. Able
Jason A. Able
author_sort Haipei Liu
title Multi-Omics Analysis of Small RNA, Transcriptome, and Degradome in <i>T. turgidum</i>—Regulatory Networks of Grain Development and Abiotic Stress Response
title_short Multi-Omics Analysis of Small RNA, Transcriptome, and Degradome in <i>T. turgidum</i>—Regulatory Networks of Grain Development and Abiotic Stress Response
title_full Multi-Omics Analysis of Small RNA, Transcriptome, and Degradome in <i>T. turgidum</i>—Regulatory Networks of Grain Development and Abiotic Stress Response
title_fullStr Multi-Omics Analysis of Small RNA, Transcriptome, and Degradome in <i>T. turgidum</i>—Regulatory Networks of Grain Development and Abiotic Stress Response
title_full_unstemmed Multi-Omics Analysis of Small RNA, Transcriptome, and Degradome in <i>T. turgidum</i>—Regulatory Networks of Grain Development and Abiotic Stress Response
title_sort multi-omics analysis of small rna, transcriptome, and degradome in <i>t. turgidum</i>—regulatory networks of grain development and abiotic stress response
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1661-6596
1422-0067
publishDate 2020-10-01
description Crop reproduction is highly sensitive to water deficit and heat stress. The molecular networks of stress adaptation and grain development in tetraploid wheat (<i>Triticum turgidum durum</i>) are not well understood. Small RNAs (sRNAs) are important epigenetic regulators connecting the transcriptional and post-transcriptional regulatory networks. This study presents the first multi-omics analysis of the sRNAome, transcriptome, and degradome in <i>T. turgidum</i> developing grains, under single and combined water deficit and heat stress. We identified 690 microRNAs (miRNAs), with 84 being novel, from 118 sRNA libraries. Complete profiles of differentially expressed miRNAs (DEMs) specific to genotypes, stress types, and different reproductive time-points are provided. The first degradome sequencing report for developing durum grains discovered a significant number of new target genes regulated by miRNAs post-transcriptionally. Transcriptome sequencing profiled 53,146 <i>T. turgidum</i> genes, swith differentially expressed genes (DEGs) enriched in functional categories such as nutrient metabolism, cellular differentiation, transport, reproductive development, and hormone transduction pathways. miRNA–mRNA networks that affect grain characteristics such as starch synthesis and protein metabolism were constructed on the basis of integrated analysis of the three omics. This study provides a substantial amount of novel information on the post-transcriptional networks in <i>T. turgidum</i> grains, which will facilitate innovations for breeding programs aiming to improve crop resilience and grain quality.
topic microRNAs
transcriptome
degradome
durum wheat
grain development
water deficit
url https://www.mdpi.com/1422-0067/21/20/7772
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