Individual plant genetics reveal the control of local adaptation in European maize landraces

Abstract Background European maize landraces encompass a large amount of genetic diversity, allowing them to be well-adapted to their local environments. This diversity can be exploited to improve the fitness of elite material in the face of a changing climate. Results We characterized the genetic d...

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Main Authors: Leke Victor Aiyesa, Dietrich Kaufmann, Birgit Zumbach, Wolfgang Link, Stefan Scholten, Timothy Beissinger
Format: Article
Language:English
Published: BMC 2025-05-01
Series:BMC Biology
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Online Access:https://doi.org/10.1186/s12915-025-02241-8
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author Leke Victor Aiyesa
Dietrich Kaufmann
Birgit Zumbach
Wolfgang Link
Stefan Scholten
Timothy Beissinger
author_facet Leke Victor Aiyesa
Dietrich Kaufmann
Birgit Zumbach
Wolfgang Link
Stefan Scholten
Timothy Beissinger
author_sort Leke Victor Aiyesa
collection DOAJ
description Abstract Background European maize landraces encompass a large amount of genetic diversity, allowing them to be well-adapted to their local environments. This diversity can be exploited to improve the fitness of elite material in the face of a changing climate. Results We characterized the genetic diversity of 333 individual plants from 40 European maize landrace populations (EMLPs). We identified five genetic groups that mirrored the proximities of their geographical origins. Fixation indices showed moderate differentiation among genetic groups (0.034 to 0.093). More than half of the genetic variance was observed to be partitioned among individuals. Nucleotide diversity of EMLPs decreased significantly as latitude increased (from 0.16 to 0.04), suggesting serial founder events during maize expansion in Europe. GWAS with latitude, longitude, and elevation as response variables identified 28, 347, and 68 significant SNP positions, respectively. We pinpointed significant SNPs near dwarf8, tb1, ZCN7, ZCN8, and ZmMADS69 and identified 126 candidate genes with ontology terms indicative of local adaptation in maize, regulating adaptation to diverse abiotic and biotic environmental stresses. Conclusions This study suggests a quick and cost-efficient approach to identifying genes involved in local adaptation without requiring field data. The EMLPs used in this study have been assembled to serve as a continuing resource of genetic diversity for further research aimed at improving agronomically relevant adaptation traits.
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spelling doaj-art-3c0baa6ddb3946f6a7ad110723bcdf962025-08-20T02:29:51ZengBMCBMC Biology1741-70072025-05-0123111410.1186/s12915-025-02241-8Individual plant genetics reveal the control of local adaptation in European maize landracesLeke Victor Aiyesa0Dietrich Kaufmann1Birgit Zumbach2Wolfgang Link3Stefan Scholten4Timothy Beissinger5Division of Plant Breeding Methodology, Department of Crop Sciences, Faculty of Agriculture, Georg-August-University of GöttingenDivision of Plant Breeding Methodology, Department of Crop Sciences, Faculty of Agriculture, Georg-August-University of GöttingenDivision of Plant Breeding Methodology, Department of Crop Sciences, Faculty of Agriculture, Georg-August-University of GöttingenDivision of Plant Breeding Methodology, Department of Crop Sciences, Faculty of Agriculture, Georg-August-University of GöttingenDivision of Crop Plants Genetics, Department of Crop Sciences, Faculty of Agriculture, Georg-August-University of GöttingenHeritable AgricultureAbstract Background European maize landraces encompass a large amount of genetic diversity, allowing them to be well-adapted to their local environments. This diversity can be exploited to improve the fitness of elite material in the face of a changing climate. Results We characterized the genetic diversity of 333 individual plants from 40 European maize landrace populations (EMLPs). We identified five genetic groups that mirrored the proximities of their geographical origins. Fixation indices showed moderate differentiation among genetic groups (0.034 to 0.093). More than half of the genetic variance was observed to be partitioned among individuals. Nucleotide diversity of EMLPs decreased significantly as latitude increased (from 0.16 to 0.04), suggesting serial founder events during maize expansion in Europe. GWAS with latitude, longitude, and elevation as response variables identified 28, 347, and 68 significant SNP positions, respectively. We pinpointed significant SNPs near dwarf8, tb1, ZCN7, ZCN8, and ZmMADS69 and identified 126 candidate genes with ontology terms indicative of local adaptation in maize, regulating adaptation to diverse abiotic and biotic environmental stresses. Conclusions This study suggests a quick and cost-efficient approach to identifying genes involved in local adaptation without requiring field data. The EMLPs used in this study have been assembled to serve as a continuing resource of genetic diversity for further research aimed at improving agronomically relevant adaptation traits.https://doi.org/10.1186/s12915-025-02241-8Individual plantsNucleotide diversityFounder eventSelection signatures
spellingShingle Leke Victor Aiyesa
Dietrich Kaufmann
Birgit Zumbach
Wolfgang Link
Stefan Scholten
Timothy Beissinger
Individual plant genetics reveal the control of local adaptation in European maize landraces
BMC Biology
Individual plants
Nucleotide diversity
Founder event
Selection signatures
title Individual plant genetics reveal the control of local adaptation in European maize landraces
title_full Individual plant genetics reveal the control of local adaptation in European maize landraces
title_fullStr Individual plant genetics reveal the control of local adaptation in European maize landraces
title_full_unstemmed Individual plant genetics reveal the control of local adaptation in European maize landraces
title_short Individual plant genetics reveal the control of local adaptation in European maize landraces
title_sort individual plant genetics reveal the control of local adaptation in european maize landraces
topic Individual plants
Nucleotide diversity
Founder event
Selection signatures
url https://doi.org/10.1186/s12915-025-02241-8
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