Evidence map›Paper›PMID 41996031›Full record

ArticleMolecular biology reports2026

Identification of maize inbreds for hybridization using agro-morphological traits and SSR markers through clustering and population structure analysis.

Sneha S, SathyaSheela K R V, Ravikesavan R, Selvakumar T, BabuRajendraPrasad V, Sivakumar S, KumariVinothana N, Deepika V

Abstract read
PubMed Publisher
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Sneha SDepartment of Plant Breeding and Genetics, AC & RI, Tamil Nadu Agricultural University, Madurai, 625104, India.
SathyaSheela K R VMaize Research Station, Tamil Nadu Agricultural University, Vagarai, 624613, India. sathyakrv@yahoo.co.in.
Ravikesavan RCentre for Plant Breeding and Genetics, Tamil Nadu Agricultural University, Coimbatore, 641003, India.
Selvakumar TMaize Research Station, Tamil Nadu Agricultural University, Vagarai, 624613, India.
BabuRajendraPrasad VDepartment of Crop Physiology, Tamil Nadu Agricultural University, Coimbatore, 641003, India.
Sivakumar SDepartment of Millets, Tamil Nadu Agricultural University, Coimbatore, 641003, India.
KumariVinothana NDepartment of Millets, Tamil Nadu Agricultural University, Coimbatore, 641003, India.
Deepika VDepartment of Genetics and Plant Breeding, Tamil Nadu Agricultural University, Coimbatore, 641003, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAssessing the diversity among germplasm is essential to identify superior parents for hybridization programs. Thus, the present study aimed to assess the genetic diversity among 100 maize germplasm using 13 quantitative traits and 30 SSR markers. METHODS AND

resultsThe traits studied including plant ear placement, tassel length, leaf width, ear length, and kernels per row exhibited higher to moderate heritability and genetic advance as percent of mean, suggesting potential for genetic gain. Quantitative traits were statistically analyzed for variation contribution, association among the traits and grouping of germplasm. Principal Component Analysis (PCA) revealed the first three components accounted for 64% of the total variation with tassel length, plant height and leaf width were contributing highly to the variation. The most diverse genotypes identified in clusters II and IV are recommended for use in breeding programs. One hundred and thirty-six alleles were found with an overall mean of 4.6 alleles per locus. The markers umc1227, phi32175, bmc1144, and phi213984 had high Polymorphic Information Content (PIC) values indicating these primers were more informative. Population structure analysis identified two distinct subpopulations, confirming substantial genetic diversity.

conclusionsThe integration of morphological and molecular diversity analysis highlighted the inbreds VIM 157, VIM 158 and VIM 584, VIM 585 which were present in distant clusters as potential parents for hybridization program to exploit heterosis. The study underscores the significance of combining morphological and molecular approaches to understand the genetic architecture of maize germplasm.

Indexed as

Microsatellite RepeatsZea maysAllelesCluster AnalysisGenetics, PopulationGenetic VariationGenotypeHybridization, GeneticInbreedingPhenotypePlant BreedingPrincipal Component AnalysisQuantitative Trait LociClustersGene actionMarkersPopulation structurePrincipal componentsSelection of parents

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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 OpenQuestion graph.