Heritability, Genetic Advance and Gene Action Determination for Seed Yield and Yield Components Using Generations of Finger Millet [Eleusine coracana (L.) Gaertn]

Finger millet (Eleusine coracana (L.)Gaertn.) is a small seed crop grown in low rainfall areas and its diverse cultural conditions make it an important food security crop; however, its productivity is low in Ethiopia. This research was done to estimate heritability and gene numbers for yield and yield components in parental, filial and backcross generations derived from a cross of two-finger millet cultivars at Koga and Adet Agricultural Research Centers, Northwestern Ethiopia in 2014/15. The experiment comprised six basic generations and four reciprocals of finger millet evaluated in randomized complete block design with two replications. Data on yield and yield component traits were recorded. The result showed the number of genes estimated in both locations ranged from -0.23 to 88.78, indicating that the presence of many genes with small cumulative effect and epistasis gene effect will bias an estimate of the number of genes. Medium to high narrow-sense heritability value coupled with high genetic advance showed the influence of additive variance and ease of improvement for biomass yield and number of ears in this population. While low, medium and high narrow-sense heritability observed together with the low genetic gain in most traits; which showed the presence of small additive variance in most traits with the influence of epistasis; hence intensive selection is required to exploit the characters. In most traits, the number of genes estimated to be negative and/or very small indicates that epistasis was significant and the existence of environmental effect in both locations. The results indicate the presence of genetic variability for developing improved varieties through crossing and selection.

Publication Details

Journal
National Academic Digital Repository of Ethiopia
Published
2024-08-08
DOI
https://doi.org/10.20372/jaes.v6i1.10238
Primary Topic
Leaf Properties and Growth Measurement
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Heritability, Genetic Advance and Gene Action Determination for Seed Yield and Yield Components Using Generations of Finger Millet [Eleusine coracana (L.) Gaertn]

National Academic Digital Repository of Ethiopia
Leaf Properties and Growth Measurement
article

Heritability, Genetic Advance and Gene Action Determination for Seed Yield and Yield Components Using Generations of Finger Millet [Eleusine coracana (L.) Gaertn]

article en

Abstract

Finger millet (Eleusine coracana (L.)Gaertn.) is a small seed crop grown in low rainfall areas and its diverse cultural conditions make it an important food security crop; however, its productivity is low in Ethiopia. This research was done to estimate heritability and gene numbers for yield and yield components in parental, filial and backcross generations derived from a cross of two-finger millet cultivars at Koga and Adet Agricultural Research Centers, Northwestern Ethiopia in 2014/15. The experiment comprised six basic generations and four reciprocals of finger millet evaluated in randomized complete block design with two replications. Data on yield and yield component traits were recorded. The result showed the number of genes estimated in both locations ranged from -0.23 to 88.78, indicating that the presence of many genes with small cumulative effect and epistasis gene effect will bias an estimate of the number of genes. Medium to high narrow-sense heritability value coupled with high genetic advance showed the influence of additive variance and ease of improvement for biomass yield and number of ears in this population. While low, medium and high narrow-sense heritability observed together with the low genetic gain in most traits; which showed the presence of small additive variance in most traits with the influence of epistasis; hence intensive selection is required to exploit the characters. In most traits, the number of genes estimated to be negative and/or very small indicates that epistasis was significant and the existence of environmental effect in both locations. The results indicate the presence of genetic variability for developing improved varieties through crossing and selection.

National Academic Digital Repository of Ethiopia
Zero hunger
Openalex Percentile: Top 80%
Leaf Properties and Growth Measurement
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.