Evidence map›Paper›PMID 42177396›Full record

ArticleBMC plant biology2026

Genetic diversity and population structure of temperate maize (Zea mays L.) inbred lines from a public breeding program in Argentina.

Ignacio Torrent, Roberto D Lorea, Darío Micheli, Gustavo Rubén Rodríguez, Julio G Velazco, Daniel A Presello, María Laura Federico

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Article in BMC plant biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Ignacio TorrentBayer Crop Science, Buenos Aires, Argentina.
Roberto D LoreaEstación Experimental Agropecuaria Pergamino, Instituto Nacional de Tecnología Agropecuaria (INTA), Buenos Aires, Argentina.
Darío MicheliEscuela de Ciencias Agrarias, Naturales y Ambientales (ECANA), Universidad Nacional del Noroeste de Buenos Aires (UNNOBA), Buenos Aires, Argentina.
Gustavo Rubén RodríguezInstituto de Investigaciones en Ciencias Agrarias de Rosario (IICAR-CONICET-UNR), Santa Fe, Argentina.
Julio G VelazcoBayer Crop Science, Buenos Aires, Argentina.
Daniel A PreselloEstación Experimental Agropecuaria Pergamino, Instituto Nacional de Tecnología Agropecuaria (INTA), Buenos Aires, Argentina.
María Laura FedericoEstación Experimental Agropecuaria Pergamino, Instituto Nacional de Tecnología Agropecuaria (INTA), Buenos Aires, Argentina. federico.marialaura@inta.gob.ar.

Funding

Instituto Nacional de Tecnología Agropecuaria INTA 2023-PD-L01-I087Instituto Nacional de Tecnología Agropecuaria INTA-Semilleros CVT 10015Universidad Nacional del Noroeste de la Provincia de Buenos Aires SIB EXP 5894/2024
6 · The paper itself

Abstract

backgroundUnderstanding and effectively leveraging the genetic diversity present in breeding programs is decisive for increasing genetic gain and rapidly responding to changes in breeding objectives. In this work, a set of 472 representative lines from the Argentine National Institute of Agricultural Technology (INTA) temperate maize (Zea mays L.) breeding program was genotyped with a mid-density DArTag panel to assess genetic diversity, degree of linkage disequilibrium (LD) and population structure. In addition, a breeding core set that captured the program's genetic diversity was selected to facilitate future functional studies.

resultsAfter curation of the genotypic matrix, 461 lines and 2,199 single nucleotide polymorphisms (SNPs) remained in the analysis. SNPs were highly informative, with an average polymorphic information content of 0.32. Inbred lines exhibited low heterozygosity (1.6% average) and kinship coefficients indicated low redundancy among them. Rogers' genetic distances (RD) presented values greater than 0.35 in 92.6% of the comparisons, showing high allelic diversity. LD decay was estimated to be 158,609 bp at r

conclusionsImplementation of mid-density SNP genotyping enabled the characterization of a public panel of temperate maize inbred lines, revealing an intricate population structure with high genetic diversity and low redundancy. These findings provide a foundational framework for germplasm reorganization and the potential development of genomic prediction models. The selected multipurpose breeding core set effectively preserved the program's allelic diversity and represents a versatile genomic resource for future functional studies.

Indexed as

Genetic VariationPlant BreedingZea maysArgentinaGenotypeInbreedingLinkage DisequilibriumPolymorphism, Single NucleotideArgentine FlintDArTag markersGenetic DistanceLinkage DisequilibriumMultipurpose Core Set

Identifiers

PMID42177396
PMCPMC13464370

What Socratic holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.