Sequence Variants Linked to Key Traits in Interspecific Crosses between African and Asian Rice
Asian and African rice gene pools vary in many traits that are important in rice breeding. The genetic basis of these differences was evaluated by analysis of important agronomic traits in crosses between African and Asian rice. Trait-associated variants (TAVs) influencing three quantitative agronom...
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doaj-9a3b3ed8106a465b9f567bb7117971602020-11-27T08:10:45ZengMDPI AGPlants2223-77472020-11-0191653165310.3390/plants9121653Sequence Variants Linked to Key Traits in Interspecific Crosses between African and Asian RiceHayba Badro0Marie-Noelle Ndjiondjop1Agnelo Furtado2Robert Henry3Queensland Alliance for Agriculture and Food Innovation, University of Queensland, Brisbane, QLD 4072, AustraliaAfrica Rice Center (AfricaRice), M’bé Research Station, Bouake 01 BP 2551, Cote d’IvoireQueensland Alliance for Agriculture and Food Innovation, University of Queensland, Brisbane, QLD 4072, AustraliaQueensland Alliance for Agriculture and Food Innovation, University of Queensland, Brisbane, QLD 4072, AustraliaAsian and African rice gene pools vary in many traits that are important in rice breeding. The genetic basis of these differences was evaluated by analysis of important agronomic traits in crosses between African and Asian rice. Trait-associated variants (TAVs) influencing three quantitative agronomic traits, heading date (Hd), tiller number at maturity (T), and 1000 grain weight (TGW), were identified by association analysis of crosses between Asian and African rice. Populations were developed by crossing WAB56-104 (<i>Oryza sativa</i>) and CG14 (<i>Oryza glaberrima</i>). DNA from plants with extremely high or low values for these phenotypes was bulked and sequenced. The reference genome of <i>O. sativa</i> cv <i>Nipponbare</i> was used in general association analysis and candidate gene analysis. A total of 5152 non-synonymous single nucleotide polymorphisms (SNPs) across 3564 genes distinguished the low and the high bulks for Hd, T, and TGW traits; 611 non-synonymous SNPs across 447 genes were found in KEGG pathways. Six non-synonymous SNPs were found in the sequences of LOC107275952, LOC4334529, LOC4326177, LOC107275432, LOC4335790, and LOC107275425 genes associated with Hd, T, and TGW traits. These genes were involved in: abscisic-acid biosynthesis, carotenoid biosynthesis, starch and sucrose metabolism, and cytokinin biosynthesis. Analysis of 24 candidate genes associated with Hd, T, and TGW traits showed seven non-synonymous variations in the sequence of <i>Hd3a</i> and <i>Ehd2</i> from the Hd genes (not in a KEGG pathway), <i>D10</i> and <i>D53</i> from the T genes (strigolactones biosynthetic pathway), and <i>Gn1a</i> and <i>GIF1</i> from the TGW genes (cytokinin biosynthetic and starch and sucrose metabolism pathways). This study identified significant differences in allele frequencies supported by high sequence depth in analysis of bulks displaying high and low values for these key traits. These trait-associated variants are likely to be useful in rice improvement.https://www.mdpi.com/2223-7747/9/12/1653<i>Oryza sativa</i><i>Oryza glaberrima</i>heading datetiller number1000 grain weighttrait-associated variants (TAVs) |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Hayba Badro Marie-Noelle Ndjiondjop Agnelo Furtado Robert Henry |
spellingShingle |
Hayba Badro Marie-Noelle Ndjiondjop Agnelo Furtado Robert Henry Sequence Variants Linked to Key Traits in Interspecific Crosses between African and Asian Rice Plants <i>Oryza sativa</i> <i>Oryza glaberrima</i> heading date tiller number 1000 grain weight trait-associated variants (TAVs) |
author_facet |
Hayba Badro Marie-Noelle Ndjiondjop Agnelo Furtado Robert Henry |
author_sort |
Hayba Badro |
title |
Sequence Variants Linked to Key Traits in Interspecific Crosses between African and Asian Rice |
title_short |
Sequence Variants Linked to Key Traits in Interspecific Crosses between African and Asian Rice |
title_full |
Sequence Variants Linked to Key Traits in Interspecific Crosses between African and Asian Rice |
title_fullStr |
Sequence Variants Linked to Key Traits in Interspecific Crosses between African and Asian Rice |
title_full_unstemmed |
Sequence Variants Linked to Key Traits in Interspecific Crosses between African and Asian Rice |
title_sort |
sequence variants linked to key traits in interspecific crosses between african and asian rice |
publisher |
MDPI AG |
series |
Plants |
issn |
2223-7747 |
publishDate |
2020-11-01 |
description |
Asian and African rice gene pools vary in many traits that are important in rice breeding. The genetic basis of these differences was evaluated by analysis of important agronomic traits in crosses between African and Asian rice. Trait-associated variants (TAVs) influencing three quantitative agronomic traits, heading date (Hd), tiller number at maturity (T), and 1000 grain weight (TGW), were identified by association analysis of crosses between Asian and African rice. Populations were developed by crossing WAB56-104 (<i>Oryza sativa</i>) and CG14 (<i>Oryza glaberrima</i>). DNA from plants with extremely high or low values for these phenotypes was bulked and sequenced. The reference genome of <i>O. sativa</i> cv <i>Nipponbare</i> was used in general association analysis and candidate gene analysis. A total of 5152 non-synonymous single nucleotide polymorphisms (SNPs) across 3564 genes distinguished the low and the high bulks for Hd, T, and TGW traits; 611 non-synonymous SNPs across 447 genes were found in KEGG pathways. Six non-synonymous SNPs were found in the sequences of LOC107275952, LOC4334529, LOC4326177, LOC107275432, LOC4335790, and LOC107275425 genes associated with Hd, T, and TGW traits. These genes were involved in: abscisic-acid biosynthesis, carotenoid biosynthesis, starch and sucrose metabolism, and cytokinin biosynthesis. Analysis of 24 candidate genes associated with Hd, T, and TGW traits showed seven non-synonymous variations in the sequence of <i>Hd3a</i> and <i>Ehd2</i> from the Hd genes (not in a KEGG pathway), <i>D10</i> and <i>D53</i> from the T genes (strigolactones biosynthetic pathway), and <i>Gn1a</i> and <i>GIF1</i> from the TGW genes (cytokinin biosynthetic and starch and sucrose metabolism pathways). This study identified significant differences in allele frequencies supported by high sequence depth in analysis of bulks displaying high and low values for these key traits. These trait-associated variants are likely to be useful in rice improvement. |
topic |
<i>Oryza sativa</i> <i>Oryza glaberrima</i> heading date tiller number 1000 grain weight trait-associated variants (TAVs) |
url |
https://www.mdpi.com/2223-7747/9/12/1653 |
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