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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Main Authors: Hayba Badro, Marie-Noelle Ndjiondjop, Agnelo Furtado, Robert Henry
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Plants
Subjects:
Online Access:https://www.mdpi.com/2223-7747/9/12/1653
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spelling 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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AT marienoellendjiondjop sequencevariantslinkedtokeytraitsininterspecificcrossesbetweenafricanandasianrice
AT agnelofurtado sequencevariantslinkedtokeytraitsininterspecificcrossesbetweenafricanandasianrice
AT roberthenry sequencevariantslinkedtokeytraitsininterspecificcrossesbetweenafricanandasianrice
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