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Enriched-GWAS and Transcriptome Analysis to Refine and Characterize a Major QTL for Anaerobic Germination Tolerance in Rice
Tolerance of anaerobic germination (AG) is a key trait in the development of direct seeded rice. Through rapid and sustained coleoptile elongation, AG tolerance enables robust seedling establishment under flooded conditions. Previous attempts to fine map and characterize AG2 (qAG7.1), a major centro...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8123023/ https://www.ncbi.nlm.nih.gov/pubmed/33923150 http://dx.doi.org/10.3390/ijms22094445 |
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author | Tnani, Hedia Chebotarov, Dmytro Thapa, Ranjita Ignacio, John Carlos I. Israel, Walter K. Quilloy, Fergie A. Dixit, Shalabh Septiningsih, Endang M. Kretzschmar, Tobias |
author_facet | Tnani, Hedia Chebotarov, Dmytro Thapa, Ranjita Ignacio, John Carlos I. Israel, Walter K. Quilloy, Fergie A. Dixit, Shalabh Septiningsih, Endang M. Kretzschmar, Tobias |
author_sort | Tnani, Hedia |
collection | PubMed |
description | Tolerance of anaerobic germination (AG) is a key trait in the development of direct seeded rice. Through rapid and sustained coleoptile elongation, AG tolerance enables robust seedling establishment under flooded conditions. Previous attempts to fine map and characterize AG2 (qAG7.1), a major centromere-spanning AG tolerance QTL, derived from the indica variety Ma-Zhan Red, have failed. Here, a novel approach of “enriched haplotype” genome-wide association study based on the Ma-Zhan Red haplotype in the AG2 region was successfully used to narrow down AG2 from more than 7 Mb to less than 0.7 Mb. The AG2 peak region contained 27 genes, including the Rc gene, responsible for red pericarp development in pigmented rice. Through comparative variant and transcriptome analysis between AG tolerant donors and susceptible accessions several candidate genes potentially controlling AG2 were identified, among them several regulatory genes. Genome-wide comparative transcriptome analysis suggested differential regulation of sugar metabolism, particularly trehalose metabolism, as well as differential regulation of cell wall modification and chloroplast development to be implicated in AG tolerance mechanisms. |
format | Online Article Text |
id | pubmed-8123023 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-81230232021-05-16 Enriched-GWAS and Transcriptome Analysis to Refine and Characterize a Major QTL for Anaerobic Germination Tolerance in Rice Tnani, Hedia Chebotarov, Dmytro Thapa, Ranjita Ignacio, John Carlos I. Israel, Walter K. Quilloy, Fergie A. Dixit, Shalabh Septiningsih, Endang M. Kretzschmar, Tobias Int J Mol Sci Article Tolerance of anaerobic germination (AG) is a key trait in the development of direct seeded rice. Through rapid and sustained coleoptile elongation, AG tolerance enables robust seedling establishment under flooded conditions. Previous attempts to fine map and characterize AG2 (qAG7.1), a major centromere-spanning AG tolerance QTL, derived from the indica variety Ma-Zhan Red, have failed. Here, a novel approach of “enriched haplotype” genome-wide association study based on the Ma-Zhan Red haplotype in the AG2 region was successfully used to narrow down AG2 from more than 7 Mb to less than 0.7 Mb. The AG2 peak region contained 27 genes, including the Rc gene, responsible for red pericarp development in pigmented rice. Through comparative variant and transcriptome analysis between AG tolerant donors and susceptible accessions several candidate genes potentially controlling AG2 were identified, among them several regulatory genes. Genome-wide comparative transcriptome analysis suggested differential regulation of sugar metabolism, particularly trehalose metabolism, as well as differential regulation of cell wall modification and chloroplast development to be implicated in AG tolerance mechanisms. MDPI 2021-04-24 /pmc/articles/PMC8123023/ /pubmed/33923150 http://dx.doi.org/10.3390/ijms22094445 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Tnani, Hedia Chebotarov, Dmytro Thapa, Ranjita Ignacio, John Carlos I. Israel, Walter K. Quilloy, Fergie A. Dixit, Shalabh Septiningsih, Endang M. Kretzschmar, Tobias Enriched-GWAS and Transcriptome Analysis to Refine and Characterize a Major QTL for Anaerobic Germination Tolerance in Rice |
title | Enriched-GWAS and Transcriptome Analysis to Refine and Characterize a Major QTL for Anaerobic Germination Tolerance in Rice |
title_full | Enriched-GWAS and Transcriptome Analysis to Refine and Characterize a Major QTL for Anaerobic Germination Tolerance in Rice |
title_fullStr | Enriched-GWAS and Transcriptome Analysis to Refine and Characterize a Major QTL for Anaerobic Germination Tolerance in Rice |
title_full_unstemmed | Enriched-GWAS and Transcriptome Analysis to Refine and Characterize a Major QTL for Anaerobic Germination Tolerance in Rice |
title_short | Enriched-GWAS and Transcriptome Analysis to Refine and Characterize a Major QTL for Anaerobic Germination Tolerance in Rice |
title_sort | enriched-gwas and transcriptome analysis to refine and characterize a major qtl for anaerobic germination tolerance in rice |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8123023/ https://www.ncbi.nlm.nih.gov/pubmed/33923150 http://dx.doi.org/10.3390/ijms22094445 |
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