Journal ArticleDOI
Genetic Architecture of Phosphorus Use Efficiency in Tropical Maize Cultivated in a Low-P Soil
F. F. Mendes,Lauro José Moreira Guimarães,João Cândido de Souza,Paulo Evaristo de Oliveira Guimarães,Jurandir V. Magalhaes,Antonio Augusto Franco Garcia,Sidney Netto Parentoni,Claudia Teixeira Guimarães +7 more
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TLDR
Evaluating the genetic architecture of PUE in tropical maize using multiple interval mapping for design III in a population of 140 RILs backcrossed with both parental lines showed that dominance effects were more important than additive effects for explaining the variations in PUE and its components.Abstract:
Phosphorus (P) deficiency is a major limiting factor for crop production in several countries. A better understanding of the genetic components of P use efficiency (PUE) is required to improve crop performance in low-P soils. To date, no QTLs (quantitative trait loci) were mapped for PUE using grain yield and other late phenotypic data in tropical conditions. Thus, we evaluated the genetic architecture of PUE in tropical maize (Zea mays L.) using multiple interval mapping for design III in a population of 140 RILs (recombinant inbred lines) backcrossed with both parental lines. The parental lines contrasted for yield and for PUE, a phenotypic index that was further decomposed into P acquisition efficiency (PAE) and P utilization efficiency. Our results showed that dominance effects were more important than additive effects for explaining the variations in PUE and its components. Approximately 80% of the QTLs mapped for PAE co-localized with those for PUE, indicating that the efficiency in acquiring P is the main determinant of PUE in tropical maize. Also, QTLs for PUE and PAE were located near to candidate genes previously associated with root development. Thus, we present important information to guide breeding strategies for the development of maize cultivars more adapted to P deficiency. F.F. Mendes, C.T. Guimaraes, L.J.M Guimarães, P.E.O. Guimarães, J.V. Magalhaes, and S.N. Parentoni, Embrapa Milho e Sorgo, CP 285, 35701970, Sete Lagoas, MG, Brazil; J.C. Souza, Dep. de Biologia, Univ. Federal de Lavras, CP 37, 37200-000, Lavras, MG, Brazil; A.A.F. Garcia, Dep. de Genética, Escola Superior de Agricultura Luiz de Queiroz, Univ. de São Paulo CP 83, 13400-970, Piracicaba, SP, Brazil. Received 14 Nov. 2013. *Corresponding author (claudia.guimaraes@embrapa.br). Abbreviations: GY, grain yield; LOD, logarithm of odds; MIM, multiple interval mapping; PAE, phosphorus acquisition efficiency; Psoil, phosphorus soil content; PUE, phosphorus use efficiency; PUTIL, phosphorus internal utilization efficiency; QTL, quantitative trait loci; RIL, recombinant inbred line; SDW, shoot dry weight. Published in Crop Sci. 54:1530–1538 (2014). doi: 10.2135/cropsci2013.11.0755 Freely available online through the author-supported open-access option. © Crop Science Society of America | 5585 Guilford Rd., Madison, WI 53711 USA All rights reserved. No part of this periodical may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopying, recording, or any information storage and retrieval system, without permission in writing from the publisher. Permission for printing and for reprinting the material contained herein has been obtained by the publisher. Published April 28, 2015read more
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Journal ArticleDOI
Options for Improved Phosphorus Cycling and Use in Agriculture at the Field and Regional Scales
Kimberley D. Schneider,Joanne R. Thiessen Martens,Francis Zvomuya,D. Keith Reid,Tandra D. Fraser,Derek H. Lynch,Ivan P. O'Halloran,Henry F. Wilson +7 more
TL;DR: A perspective on how agriculture has the potential to utilize plant and microbial traits to improve PUE at the field scale and accordingly, maintain crop yields at lower STP concentrations is provided.
Journal ArticleDOI
Root-Associated Microbiome of Maize Genotypes with Contrasting Phosphorus Use Efficiency
Eliane Aparecida Gomes,Ubiraci Gomes de Paula Lana,John F. Quensen,Sylvia Morais de Sousa,Christiane Abreu de Oliveira,Jiarong Guo,Lauro José Moreira Guimarães,James M. Tiedje +7 more
TL;DR: The results expand knowledge of which microbial groups are favored in P-deficient oxisol and suggest that P fertilization significantly impacts the species composition and diversity indices of bacteria and fungi communities, both inside the roots and in the rhizosphere.
Journal ArticleDOI
Multiple interval QTL mapping and searching for PSTOL1 homologs associated with root morphology, biomass accumulation and phosphorus content in maize seedlings under low-P
G. C. Azevedo,Adriana Cheavegatti-Gianotto,B. F. Negri,Barbara Hufnagel,Luciano da Costa e Silva,Jurandir V. Magalhaes,Antonio Augusto Franco Garcia,Ubiraci Gomes de Paula Lana,Sylvia Morais de Sousa,Claudia Teixeira Guimarães +9 more
TL;DR: Two multiple interval models were used to map QTLs related to root traits, biomass accumulation and P content in a maize RIL population cultivated in nutrient solution and revealed complementary results for single and multiple traits with high accuracy.
Journal ArticleDOI
Mapping and cloning of quantitative trait loci for phosphorus efficiency in crops: opportunities and challenges
TL;DR: The QTL mapping of traits related to P efficiency which impact on shoot biomass or yield of crops in the past 20 years is described and a scheme to develop crop genotypes with improved P efficiency is proposed.
Journal ArticleDOI
The genetic architecture of phosphorus efficiency in sorghum involves pleiotropic QTL for root morphology and grain yield under low phosphorus availability in the soil
Karine da Costa Bernardino,Karine da Costa Bernardino,Maria Marta Pastina,Cícero Beserra de Menezes,Sylvia Morais de Sousa,Laiane S. Maciel,Laiane S. Maciel,Geraldo Carvalho,Geraldo Carvalho,Claudia Teixeira Guimarães,B. A. Barros,Luciano da Costa e Silva,Pedro Crescêncio Souza Carneiro,Robert Eugene Schaffert,Leon V. Kochian,Jurandir V. Magalhaes,Jurandir V. Magalhaes +16 more
TL;DR: Genetic determinants conferring higher root surface area and slight increases in fine root diameter may favor P uptake, thereby enhancing grain yield under low-P availability in the soil.
References
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