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RNA-Seq Analysis of Developing Grains of Wheat to Intrigue Into the Complex Molecular Mechanism of the Heat Stress Response
Heat stress is one of the significant constraints affecting wheat production worldwide. To ensure food security for ever-increasing world population, improving wheat for heat stress tolerance is needed in the presently drifting climatic conditions. At the molecular level, heat stress tolerance in wh...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9201344/ https://www.ncbi.nlm.nih.gov/pubmed/35720556 http://dx.doi.org/10.3389/fpls.2022.904392 |
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author | Paul, Surinder Duhan, Joginder Singh Jaiswal, Sarika Angadi, Ulavappa B. Sharma, Ruchika Raghav, Nishu Gupta, Om Prakash Sheoran, Sonia Sharma, Pradeep Singh, Rajender Rai, Anil Singh, Gyanendra Pratap Kumar, Dinesh Iquebal, Mir Asif Tiwari, Ratan |
author_facet | Paul, Surinder Duhan, Joginder Singh Jaiswal, Sarika Angadi, Ulavappa B. Sharma, Ruchika Raghav, Nishu Gupta, Om Prakash Sheoran, Sonia Sharma, Pradeep Singh, Rajender Rai, Anil Singh, Gyanendra Pratap Kumar, Dinesh Iquebal, Mir Asif Tiwari, Ratan |
author_sort | Paul, Surinder |
collection | PubMed |
description | Heat stress is one of the significant constraints affecting wheat production worldwide. To ensure food security for ever-increasing world population, improving wheat for heat stress tolerance is needed in the presently drifting climatic conditions. At the molecular level, heat stress tolerance in wheat is governed by a complex interplay of various heat stress-associated genes. We used a comparative transcriptome sequencing approach to study the effect of heat stress (5°C above ambient threshold temperature of 20°C) during grain filling stages in wheat genotype K7903 (Halna). At 7 DPA (days post-anthesis), heat stress treatment was given at four stages: 0, 24, 48, and 120 h. In total, 115,656 wheat genes were identified, including 309 differentially expressed genes (DEGs) involved in many critical processes, such as signal transduction, starch synthetic pathway, antioxidant pathway, and heat stress-responsive conserved and uncharacterized putative genes that play an essential role in maintaining the grain filling rate at the high temperature. A total of 98,412 Simple Sequences Repeats (SSR) were identified from de novo transcriptome assembly of wheat and validated. The miRNA target prediction from differential expressed genes was performed by psRNATarget server against 119 mature miRNA. Further, 107,107 variants including 80,936 Single nucleotide polymorphism (SNPs) and 26,171 insertion/deletion (Indels) were also identified in de novo transcriptome assembly of wheat and wheat genome Ensembl version 31. The present study enriches our understanding of known heat response mechanisms during the grain filling stage supported by discovery of novel transcripts, microsatellite markers, putative miRNA targets, and genetic variant. This enhances gene functions and regulators, paving the way for improved heat tolerance in wheat varieties, making them more suitable for production in the current climate change scenario. |
format | Online Article Text |
id | pubmed-9201344 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92013442022-06-17 RNA-Seq Analysis of Developing Grains of Wheat to Intrigue Into the Complex Molecular Mechanism of the Heat Stress Response Paul, Surinder Duhan, Joginder Singh Jaiswal, Sarika Angadi, Ulavappa B. Sharma, Ruchika Raghav, Nishu Gupta, Om Prakash Sheoran, Sonia Sharma, Pradeep Singh, Rajender Rai, Anil Singh, Gyanendra Pratap Kumar, Dinesh Iquebal, Mir Asif Tiwari, Ratan Front Plant Sci Plant Science Heat stress is one of the significant constraints affecting wheat production worldwide. To ensure food security for ever-increasing world population, improving wheat for heat stress tolerance is needed in the presently drifting climatic conditions. At the molecular level, heat stress tolerance in wheat is governed by a complex interplay of various heat stress-associated genes. We used a comparative transcriptome sequencing approach to study the effect of heat stress (5°C above ambient threshold temperature of 20°C) during grain filling stages in wheat genotype K7903 (Halna). At 7 DPA (days post-anthesis), heat stress treatment was given at four stages: 0, 24, 48, and 120 h. In total, 115,656 wheat genes were identified, including 309 differentially expressed genes (DEGs) involved in many critical processes, such as signal transduction, starch synthetic pathway, antioxidant pathway, and heat stress-responsive conserved and uncharacterized putative genes that play an essential role in maintaining the grain filling rate at the high temperature. A total of 98,412 Simple Sequences Repeats (SSR) were identified from de novo transcriptome assembly of wheat and validated. The miRNA target prediction from differential expressed genes was performed by psRNATarget server against 119 mature miRNA. Further, 107,107 variants including 80,936 Single nucleotide polymorphism (SNPs) and 26,171 insertion/deletion (Indels) were also identified in de novo transcriptome assembly of wheat and wheat genome Ensembl version 31. The present study enriches our understanding of known heat response mechanisms during the grain filling stage supported by discovery of novel transcripts, microsatellite markers, putative miRNA targets, and genetic variant. This enhances gene functions and regulators, paving the way for improved heat tolerance in wheat varieties, making them more suitable for production in the current climate change scenario. Frontiers Media S.A. 2022-06-02 /pmc/articles/PMC9201344/ /pubmed/35720556 http://dx.doi.org/10.3389/fpls.2022.904392 Text en Copyright © 2022 Paul, Duhan, Jaiswal, Angadi, Sharma, Raghav, Gupta, Sheoran, Sharma, Singh, Rai, Singh, Kumar, Iquebal and Tiwari. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Paul, Surinder Duhan, Joginder Singh Jaiswal, Sarika Angadi, Ulavappa B. Sharma, Ruchika Raghav, Nishu Gupta, Om Prakash Sheoran, Sonia Sharma, Pradeep Singh, Rajender Rai, Anil Singh, Gyanendra Pratap Kumar, Dinesh Iquebal, Mir Asif Tiwari, Ratan RNA-Seq Analysis of Developing Grains of Wheat to Intrigue Into the Complex Molecular Mechanism of the Heat Stress Response |
title | RNA-Seq Analysis of Developing Grains of Wheat to Intrigue Into the Complex Molecular Mechanism of the Heat Stress Response |
title_full | RNA-Seq Analysis of Developing Grains of Wheat to Intrigue Into the Complex Molecular Mechanism of the Heat Stress Response |
title_fullStr | RNA-Seq Analysis of Developing Grains of Wheat to Intrigue Into the Complex Molecular Mechanism of the Heat Stress Response |
title_full_unstemmed | RNA-Seq Analysis of Developing Grains of Wheat to Intrigue Into the Complex Molecular Mechanism of the Heat Stress Response |
title_short | RNA-Seq Analysis of Developing Grains of Wheat to Intrigue Into the Complex Molecular Mechanism of the Heat Stress Response |
title_sort | rna-seq analysis of developing grains of wheat to intrigue into the complex molecular mechanism of the heat stress response |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9201344/ https://www.ncbi.nlm.nih.gov/pubmed/35720556 http://dx.doi.org/10.3389/fpls.2022.904392 |
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