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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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 |
work_keys_str_mv |
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