Genetic structure analysis and identifying key founder inbred lines in diverse elite sub-tropical maize inbred lines

Understanding the genetic relationships between the key founder inbred lines and derived inbred lines could provide insight into the breeding history and the structure of genetic diversity of the available elite inbred lines with desirable target traits. The maize improvement program at the International Institute of Tropical Agriculture (IITA) analyzed the pedigree information of 623 sub-tropical maize inbred lines generated at the IITA maize breeding program to identify the key founder inbred lines. We also used 5032 SNP markers to assess the genetic similarities of the founder inbred lines with their progenies subsequently developed for specific target traits. The results of pedigree analysis and SNP markers-based similarity scores identified 20 key founder inbred lines with significant contributions to the development of drought tolerant, early maturing, productive, Striga resistant, provitamin A enriched, and quality protein maize inbred lines. In our breeding program, line TZMi501 belonging to a flint heterotic group (HGA), and TZMi407-S and TZMi214, representing the dent heterotic group (HGB), were identified as the most useful founder inbred lines. The 623 inbred lines were consistently separated into four clusters based on Ward’s hierarchical clustering, structure, and principal component analyses, with the 20 founder inbred lines spread into all clusters. The founder inbred lines were more genetically related to the productive inbred lines but showed genetic divergence from the provitamin A enriched inbred lines. These results provide a better understanding of the breeding history of the sub-tropical maize inbred lines to facilitate parental selection aligned to existing heterotic groups for use in breeding programs targeting the improvement of essential traits in maize.

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Main Authors: Gedil, M., Abdoul-Raouf Sayadi Maazou, Degife A. Zebire, Garcia Oliveira, A.L., Unachukwu, N., Petroli, C.D., Hearne, S., Everett, L.A., Soon‑Kwon Kim, Menkir, A.
Format: Article biblioteca
Language:English
Published: Nature Publishing Group 2023
Subjects:AGRICULTURAL SCIENCES AND BIOTECHNOLOGY, Genetic Relationship, Desirable Target Traits, Parental Selection, GENETIC STRUCTURES, INBRED LINES, MAIZE, BREEDING PROGRAMMES, Genetic Resources,
Online Access:https://hdl.handle.net/10883/22668
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spelling dig-cimmyt-10883-226682023-08-04T15:58:00Z Genetic structure analysis and identifying key founder inbred lines in diverse elite sub-tropical maize inbred lines Gedil, M. Abdoul-Raouf Sayadi Maazou Degife A. Zebire Garcia Oliveira, A.L. Unachukwu, N. Petroli, C.D. Hearne, S. Everett, L.A. Soon‑Kwon Kim Menkir, A. AGRICULTURAL SCIENCES AND BIOTECHNOLOGY Genetic Relationship Desirable Target Traits Parental Selection GENETIC STRUCTURES INBRED LINES MAIZE BREEDING PROGRAMMES Genetic Resources Understanding the genetic relationships between the key founder inbred lines and derived inbred lines could provide insight into the breeding history and the structure of genetic diversity of the available elite inbred lines with desirable target traits. The maize improvement program at the International Institute of Tropical Agriculture (IITA) analyzed the pedigree information of 623 sub-tropical maize inbred lines generated at the IITA maize breeding program to identify the key founder inbred lines. We also used 5032 SNP markers to assess the genetic similarities of the founder inbred lines with their progenies subsequently developed for specific target traits. The results of pedigree analysis and SNP markers-based similarity scores identified 20 key founder inbred lines with significant contributions to the development of drought tolerant, early maturing, productive, Striga resistant, provitamin A enriched, and quality protein maize inbred lines. In our breeding program, line TZMi501 belonging to a flint heterotic group (HGA), and TZMi407-S and TZMi214, representing the dent heterotic group (HGB), were identified as the most useful founder inbred lines. The 623 inbred lines were consistently separated into four clusters based on Ward’s hierarchical clustering, structure, and principal component analyses, with the 20 founder inbred lines spread into all clusters. The founder inbred lines were more genetically related to the productive inbred lines but showed genetic divergence from the provitamin A enriched inbred lines. These results provide a better understanding of the breeding history of the sub-tropical maize inbred lines to facilitate parental selection aligned to existing heterotic groups for use in breeding programs targeting the improvement of essential traits in maize. 2023-08-03T00:10:17Z 2023-08-03T00:10:17Z 2023 Article Published Version https://hdl.handle.net/10883/22668 10.1038/s41598-023-38980-3 English https://doi.org/10.25502/3qtm-7589/d CIMMYT manages Intellectual Assets as International Public Goods. The user is free to download, print, store and share this work. In case you want to translate or create any other derivative work and share or distribute such translation/derivative work, please contact CIMMYT-Knowledge-Center@cgiar.org indicating the work you want to use and the kind of use you intend; CIMMYT will contact you with the suitable license for that purpose Open Access London (United Kingdom) Nature Publishing Group 1 13 2045-2322 Scientific Reports 11695
institution CIMMYT
collection DSpace
country México
countrycode MX
component Bibliográfico
access En linea
databasecode dig-cimmyt
tag biblioteca
region America del Norte
libraryname CIMMYT Library
language English
topic AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
Genetic Relationship
Desirable Target Traits
Parental Selection
GENETIC STRUCTURES
INBRED LINES
MAIZE
BREEDING PROGRAMMES
Genetic Resources
AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
Genetic Relationship
Desirable Target Traits
Parental Selection
GENETIC STRUCTURES
INBRED LINES
MAIZE
BREEDING PROGRAMMES
Genetic Resources
spellingShingle AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
Genetic Relationship
Desirable Target Traits
Parental Selection
GENETIC STRUCTURES
INBRED LINES
MAIZE
BREEDING PROGRAMMES
Genetic Resources
AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
Genetic Relationship
Desirable Target Traits
Parental Selection
GENETIC STRUCTURES
INBRED LINES
MAIZE
BREEDING PROGRAMMES
Genetic Resources
Gedil, M.
Abdoul-Raouf Sayadi Maazou
Degife A. Zebire
Garcia Oliveira, A.L.
Unachukwu, N.
Petroli, C.D.
Hearne, S.
Everett, L.A.
Soon‑Kwon Kim
Menkir, A.
Genetic structure analysis and identifying key founder inbred lines in diverse elite sub-tropical maize inbred lines
description Understanding the genetic relationships between the key founder inbred lines and derived inbred lines could provide insight into the breeding history and the structure of genetic diversity of the available elite inbred lines with desirable target traits. The maize improvement program at the International Institute of Tropical Agriculture (IITA) analyzed the pedigree information of 623 sub-tropical maize inbred lines generated at the IITA maize breeding program to identify the key founder inbred lines. We also used 5032 SNP markers to assess the genetic similarities of the founder inbred lines with their progenies subsequently developed for specific target traits. The results of pedigree analysis and SNP markers-based similarity scores identified 20 key founder inbred lines with significant contributions to the development of drought tolerant, early maturing, productive, Striga resistant, provitamin A enriched, and quality protein maize inbred lines. In our breeding program, line TZMi501 belonging to a flint heterotic group (HGA), and TZMi407-S and TZMi214, representing the dent heterotic group (HGB), were identified as the most useful founder inbred lines. The 623 inbred lines were consistently separated into four clusters based on Ward’s hierarchical clustering, structure, and principal component analyses, with the 20 founder inbred lines spread into all clusters. The founder inbred lines were more genetically related to the productive inbred lines but showed genetic divergence from the provitamin A enriched inbred lines. These results provide a better understanding of the breeding history of the sub-tropical maize inbred lines to facilitate parental selection aligned to existing heterotic groups for use in breeding programs targeting the improvement of essential traits in maize.
format Article
topic_facet AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
Genetic Relationship
Desirable Target Traits
Parental Selection
GENETIC STRUCTURES
INBRED LINES
MAIZE
BREEDING PROGRAMMES
Genetic Resources
author Gedil, M.
Abdoul-Raouf Sayadi Maazou
Degife A. Zebire
Garcia Oliveira, A.L.
Unachukwu, N.
Petroli, C.D.
Hearne, S.
Everett, L.A.
Soon‑Kwon Kim
Menkir, A.
author_facet Gedil, M.
Abdoul-Raouf Sayadi Maazou
Degife A. Zebire
Garcia Oliveira, A.L.
Unachukwu, N.
Petroli, C.D.
Hearne, S.
Everett, L.A.
Soon‑Kwon Kim
Menkir, A.
author_sort Gedil, M.
title Genetic structure analysis and identifying key founder inbred lines in diverse elite sub-tropical maize inbred lines
title_short Genetic structure analysis and identifying key founder inbred lines in diverse elite sub-tropical maize inbred lines
title_full Genetic structure analysis and identifying key founder inbred lines in diverse elite sub-tropical maize inbred lines
title_fullStr Genetic structure analysis and identifying key founder inbred lines in diverse elite sub-tropical maize inbred lines
title_full_unstemmed Genetic structure analysis and identifying key founder inbred lines in diverse elite sub-tropical maize inbred lines
title_sort genetic structure analysis and identifying key founder inbred lines in diverse elite sub-tropical maize inbred lines
publisher Nature Publishing Group
publishDate 2023
url https://hdl.handle.net/10883/22668
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