Genetic Diversification and Selection Strategies for Improving Sorghum Grain Yield Under Phosphorous-Deficient Conditions in West Africa

Sorghum, a major crop for income generation and food security in West and Central Africa, is predominantly grown in low-input farming systems with serious soil phosphorus (P) deficiencies. This study (a) estimates genetic parameters needed to design selection protocols that optimize genetic gains fo...

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Main Authors: Chiaka Diallo, H. Frederick W. Rattunde, Vernon Gracen, Aboubacar Touré, Baloua Nebié, Willmar Leiser, Daniel K. Dzidzienyo, Ibrahima Sissoko, Eric Y. Danquah, Abdoulaye G. Diallo, Bakary Sidibé, Mamourou Sidibé, Eva Weltzien
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Agronomy
Subjects:
Online Access:https://www.mdpi.com/2073-4395/9/11/742
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spelling doaj-d1caa4c5a314455689603878ba6fbd162021-04-02T05:49:17ZengMDPI AGAgronomy2073-43952019-11-0191174210.3390/agronomy9110742agronomy9110742Genetic Diversification and Selection Strategies for Improving Sorghum Grain Yield Under Phosphorous-Deficient Conditions in West AfricaChiaka Diallo0H. Frederick W. Rattunde1Vernon Gracen2Aboubacar Touré3Baloua Nebié4Willmar Leiser5Daniel K. Dzidzienyo6Ibrahima Sissoko7Eric Y. Danquah8Abdoulaye G. Diallo9Bakary Sidibé10Mamourou Sidibé11Eva Weltzien12Department of Agronomic Sciences, Institut Polytechnique Rural de Formation et Recherche Appliquée de Katibougou, (IPR/IFRA), BP 06 Koulikoro, MaliAgronomy Department, University of Wisconsin-Madison, Madison, WI 53706, USASchool of Integrative Plant Sciences, Section of Plant Breeding and Genetics Cornell University, Ithaca, NY 14853, USASorghum Program, International Crops Research Institute for Semi-Arid Tropics, (ICRISAT), 65 Bamako, MaliSorghum Program, International Crops Research Institute for Semi-Arid Tropics, (ICRISAT), 65 Bamako, MaliState Plant Breeding Institute, Univ. of Hohenheim, 70599 Stuttgart, GermanyWest Africa Center for Crop Improvement (WACCI), University of Ghana (UG), P.O. Box LG 25 Accra, GhanaSorghum Program, International Crops Research Institute for Semi-Arid Tropics, (ICRISAT), 65 Bamako, MaliWest Africa Center for Crop Improvement (WACCI), University of Ghana (UG), P.O. Box LG 25 Accra, GhanaInstitut d’Economie Rurale, BP 262 Bamako, MaliSorghum Program, International Crops Research Institute for Semi-Arid Tropics, (ICRISAT), 65 Bamako, MaliSorghum Program, International Crops Research Institute for Semi-Arid Tropics, (ICRISAT), 65 Bamako, MaliAgronomy Department, University of Wisconsin-Madison, Madison, WI 53706, USASorghum, a major crop for income generation and food security in West and Central Africa, is predominantly grown in low-input farming systems with serious soil phosphorus (P) deficiencies. This study (a) estimates genetic parameters needed to design selection protocols that optimize genetic gains for yield under low-phosphorus conditions and (b) examines the utility of introgressed backcross nested association mapping (BCNAM) populations for diversifying Malian breeding materials. A total of 1083 BC1F5 progenies derived from an elite hybrid restorer “Lata-3” and 13 diverse donor accessions were evaluated for yield and agronomic traits under contrasting soil P conditions in Mali in 2013. A subset of 298 progenies were further tested under low-P (LP) and high-P (HP) conditions in 2014 and 2015. Significant genetic variation for grain yield was observed under LP and HP conditions. Selection for grain yield under LP conditions was feasible and more efficient than the indirect selection under HP in all three years of testing. Several of the BCNAM populations exhibited yields under LP conditions that were superior to the elite restorer line used as a recurrent parent. The BCNAM approach appears promising for diversifying the male parent pool with introgression of diverse materials using both adapted Malian breed and unadapted landrace material from distant geographic origins as donors.https://www.mdpi.com/2073-4395/9/11/742base broadeninggermplasmsorghumphosphorus adaptationselection strategy
collection DOAJ
language English
format Article
sources DOAJ
author Chiaka Diallo
H. Frederick W. Rattunde
Vernon Gracen
Aboubacar Touré
Baloua Nebié
Willmar Leiser
Daniel K. Dzidzienyo
Ibrahima Sissoko
Eric Y. Danquah
Abdoulaye G. Diallo
Bakary Sidibé
Mamourou Sidibé
Eva Weltzien
spellingShingle Chiaka Diallo
H. Frederick W. Rattunde
Vernon Gracen
Aboubacar Touré
Baloua Nebié
Willmar Leiser
Daniel K. Dzidzienyo
Ibrahima Sissoko
Eric Y. Danquah
Abdoulaye G. Diallo
Bakary Sidibé
Mamourou Sidibé
Eva Weltzien
Genetic Diversification and Selection Strategies for Improving Sorghum Grain Yield Under Phosphorous-Deficient Conditions in West Africa
Agronomy
base broadening
germplasm
sorghum
phosphorus adaptation
selection strategy
author_facet Chiaka Diallo
H. Frederick W. Rattunde
Vernon Gracen
Aboubacar Touré
Baloua Nebié
Willmar Leiser
Daniel K. Dzidzienyo
Ibrahima Sissoko
Eric Y. Danquah
Abdoulaye G. Diallo
Bakary Sidibé
Mamourou Sidibé
Eva Weltzien
author_sort Chiaka Diallo
title Genetic Diversification and Selection Strategies for Improving Sorghum Grain Yield Under Phosphorous-Deficient Conditions in West Africa
title_short Genetic Diversification and Selection Strategies for Improving Sorghum Grain Yield Under Phosphorous-Deficient Conditions in West Africa
title_full Genetic Diversification and Selection Strategies for Improving Sorghum Grain Yield Under Phosphorous-Deficient Conditions in West Africa
title_fullStr Genetic Diversification and Selection Strategies for Improving Sorghum Grain Yield Under Phosphorous-Deficient Conditions in West Africa
title_full_unstemmed Genetic Diversification and Selection Strategies for Improving Sorghum Grain Yield Under Phosphorous-Deficient Conditions in West Africa
title_sort genetic diversification and selection strategies for improving sorghum grain yield under phosphorous-deficient conditions in west africa
publisher MDPI AG
series Agronomy
issn 2073-4395
publishDate 2019-11-01
description Sorghum, a major crop for income generation and food security in West and Central Africa, is predominantly grown in low-input farming systems with serious soil phosphorus (P) deficiencies. This study (a) estimates genetic parameters needed to design selection protocols that optimize genetic gains for yield under low-phosphorus conditions and (b) examines the utility of introgressed backcross nested association mapping (BCNAM) populations for diversifying Malian breeding materials. A total of 1083 BC1F5 progenies derived from an elite hybrid restorer “Lata-3” and 13 diverse donor accessions were evaluated for yield and agronomic traits under contrasting soil P conditions in Mali in 2013. A subset of 298 progenies were further tested under low-P (LP) and high-P (HP) conditions in 2014 and 2015. Significant genetic variation for grain yield was observed under LP and HP conditions. Selection for grain yield under LP conditions was feasible and more efficient than the indirect selection under HP in all three years of testing. Several of the BCNAM populations exhibited yields under LP conditions that were superior to the elite restorer line used as a recurrent parent. The BCNAM approach appears promising for diversifying the male parent pool with introgression of diverse materials using both adapted Malian breed and unadapted landrace material from distant geographic origins as donors.
topic base broadening
germplasm
sorghum
phosphorus adaptation
selection strategy
url https://www.mdpi.com/2073-4395/9/11/742
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