Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Tnani, Hedia, Chebotarov, Dmytro, Thapa, Ranjita, Ignacio, John Carlos I., Israel, Walter K., Quilloy, Fergie A., Dixit, Shalabh, Septiningsih, Endang M., Kretzschmar, Tobias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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
_version_ 1783692783224094720
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
work_keys_str_mv AT tnanihedia enrichedgwasandtranscriptomeanalysistorefineandcharacterizeamajorqtlforanaerobicgerminationtoleranceinrice
AT chebotarovdmytro enrichedgwasandtranscriptomeanalysistorefineandcharacterizeamajorqtlforanaerobicgerminationtoleranceinrice
AT thaparanjita enrichedgwasandtranscriptomeanalysistorefineandcharacterizeamajorqtlforanaerobicgerminationtoleranceinrice
AT ignaciojohncarlosi enrichedgwasandtranscriptomeanalysistorefineandcharacterizeamajorqtlforanaerobicgerminationtoleranceinrice
AT israelwalterk enrichedgwasandtranscriptomeanalysistorefineandcharacterizeamajorqtlforanaerobicgerminationtoleranceinrice
AT quilloyfergiea enrichedgwasandtranscriptomeanalysistorefineandcharacterizeamajorqtlforanaerobicgerminationtoleranceinrice
AT dixitshalabh enrichedgwasandtranscriptomeanalysistorefineandcharacterizeamajorqtlforanaerobicgerminationtoleranceinrice
AT septiningsihendangm enrichedgwasandtranscriptomeanalysistorefineandcharacterizeamajorqtlforanaerobicgerminationtoleranceinrice
AT kretzschmartobias enrichedgwasandtranscriptomeanalysistorefineandcharacterizeamajorqtlforanaerobicgerminationtoleranceinrice