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Genetic variation among elite inbred lines suggests potential to breed for BNI-capacity in maize
Biological nitrification inhibition (BNI) is a plant function where root systems release antibiotic compounds (BNIs) specifically aimed at suppressing nitrifiers to limit soil-nitrate formation in the root zone. Little is known about BNI-activity in maize (Zea mays L.), the most important food, feed...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10435450/ https://www.ncbi.nlm.nih.gov/pubmed/37591891 http://dx.doi.org/10.1038/s41598-023-39720-3 |
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author | Petroli, César D. Subbarao, Guntur V. Burgueño, Juan A. Yoshihashi, Tadashi Li, Huihui Franco Duran, Jorge Pixley, Kevin V. |
author_facet | Petroli, César D. Subbarao, Guntur V. Burgueño, Juan A. Yoshihashi, Tadashi Li, Huihui Franco Duran, Jorge Pixley, Kevin V. |
author_sort | Petroli, César D. |
collection | PubMed |
description | Biological nitrification inhibition (BNI) is a plant function where root systems release antibiotic compounds (BNIs) specifically aimed at suppressing nitrifiers to limit soil-nitrate formation in the root zone. Little is known about BNI-activity in maize (Zea mays L.), the most important food, feed, and energy crop. Two categories of BNIs are released from maize roots; hydrophobic and hydrophilic BNIs, that determine BNI-capacity in root systems. Zeanone is a recently discovered hydrophobic compound with BNI-activity, released from maize roots. The objectives of this study were to understand/quantify the relationship between zeanone activity and hydrophobic BNI-capacity. We assessed genetic variability among 250 CIMMYT maize lines (CMLs) characterized for hydrophobic BNI-capacity and zeanone activity, towards developing genetic markers linked to this trait in maize. CMLs with high BNI-capacity and ability to release zeanone from roots were identified. GWAS was performed using 27,085 SNPs (with unique positions on the B73v.4 reference genome, and false discovery rate = 10), and phenotypic information for BNI-capacity and zeanone production from root systems. Eighteen significant markers were identified; three associated with specific BNI-activity (SBNI), four with BNI-activity per plant (BNIPP), another ten were common between SBNI and BNIPP, and one with zeanone release. Further, 30 annotated genes were associated with the significant SNPs; most of these genes are involved in pathways of “biological process”, and one (AMT5) in ammonium regulation in maize roots. Although the inbred lines in this study were not developed for BNI-traits, the identification of markers associated with BNI-capacity suggests the possibility of using these genomic tools in marker-assisted selection to improve hydrophobic BNI-capacity in maize. |
format | Online Article Text |
id | pubmed-10435450 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-104354502023-08-19 Genetic variation among elite inbred lines suggests potential to breed for BNI-capacity in maize Petroli, César D. Subbarao, Guntur V. Burgueño, Juan A. Yoshihashi, Tadashi Li, Huihui Franco Duran, Jorge Pixley, Kevin V. Sci Rep Article Biological nitrification inhibition (BNI) is a plant function where root systems release antibiotic compounds (BNIs) specifically aimed at suppressing nitrifiers to limit soil-nitrate formation in the root zone. Little is known about BNI-activity in maize (Zea mays L.), the most important food, feed, and energy crop. Two categories of BNIs are released from maize roots; hydrophobic and hydrophilic BNIs, that determine BNI-capacity in root systems. Zeanone is a recently discovered hydrophobic compound with BNI-activity, released from maize roots. The objectives of this study were to understand/quantify the relationship between zeanone activity and hydrophobic BNI-capacity. We assessed genetic variability among 250 CIMMYT maize lines (CMLs) characterized for hydrophobic BNI-capacity and zeanone activity, towards developing genetic markers linked to this trait in maize. CMLs with high BNI-capacity and ability to release zeanone from roots were identified. GWAS was performed using 27,085 SNPs (with unique positions on the B73v.4 reference genome, and false discovery rate = 10), and phenotypic information for BNI-capacity and zeanone production from root systems. Eighteen significant markers were identified; three associated with specific BNI-activity (SBNI), four with BNI-activity per plant (BNIPP), another ten were common between SBNI and BNIPP, and one with zeanone release. Further, 30 annotated genes were associated with the significant SNPs; most of these genes are involved in pathways of “biological process”, and one (AMT5) in ammonium regulation in maize roots. Although the inbred lines in this study were not developed for BNI-traits, the identification of markers associated with BNI-capacity suggests the possibility of using these genomic tools in marker-assisted selection to improve hydrophobic BNI-capacity in maize. Nature Publishing Group UK 2023-08-17 /pmc/articles/PMC10435450/ /pubmed/37591891 http://dx.doi.org/10.1038/s41598-023-39720-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Petroli, César D. Subbarao, Guntur V. Burgueño, Juan A. Yoshihashi, Tadashi Li, Huihui Franco Duran, Jorge Pixley, Kevin V. Genetic variation among elite inbred lines suggests potential to breed for BNI-capacity in maize |
title | Genetic variation among elite inbred lines suggests potential to breed for BNI-capacity in maize |
title_full | Genetic variation among elite inbred lines suggests potential to breed for BNI-capacity in maize |
title_fullStr | Genetic variation among elite inbred lines suggests potential to breed for BNI-capacity in maize |
title_full_unstemmed | Genetic variation among elite inbred lines suggests potential to breed for BNI-capacity in maize |
title_short | Genetic variation among elite inbred lines suggests potential to breed for BNI-capacity in maize |
title_sort | genetic variation among elite inbred lines suggests potential to breed for bni-capacity in maize |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10435450/ https://www.ncbi.nlm.nih.gov/pubmed/37591891 http://dx.doi.org/10.1038/s41598-023-39720-3 |
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