Delineating multivariate divergence, heritability, trait association and identification of superior omega-3-fatty acid specific genotypes in linseed (Linum usitatissimum L.)
Present investigation was undertaken to evaluate 50 linseed genotypes for three consecutive years for seed yield, oil content and agro-morphological traits using multivariate approach. Higher range, large value of Shannon-weaver diversity index for both traits and genotypes and large dif...
Main Authors: | , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Serbian Genetics Society
2021-01-01
|
Series: | Genetika |
Subjects: | |
Online Access: | http://www.doiserbia.nb.rs/img/doi/0534-0012/2021/0534-00122102825K.pdf |
id |
doaj-fa9c03d6ded743c68c0c4ee5bec93a0c |
---|---|
record_format |
Article |
spelling |
doaj-fa9c03d6ded743c68c0c4ee5bec93a0c2021-09-06T09:54:10ZengSerbian Genetics SocietyGenetika0534-00121820-60692021-01-0153282583610.2298/GENSR2102825K0534-00122102825KDelineating multivariate divergence, heritability, trait association and identification of superior omega-3-fatty acid specific genotypes in linseed (Linum usitatissimum L.)Kumar Mithlesh0Patel Manubhai1Chauhan Ravindrasingh2Tank Chandresh3Solanki Satyanarayan4Department of Genetics & Plant Breeding, C.P. College of Agriculture, S.D. Agricultural University, Sardarkrushinagar, Gujarat, IndiaDepartment of Genetics & Plant Breeding, C.P. College of Agriculture, S.D. Agricultural University, Sardarkrushinagar, Gujarat, IndiaDepartment of Genetics & Plant Breeding, C.P. College of Agriculture, S.D. Agricultural University, Sardarkrushinagar, Gujarat, IndiaDepartment of Genetics & Plant Breeding, C.P. College of Agriculture, S.D. Agricultural University, Sardarkrushinagar, Gujarat, IndiaDepartment of Genetics & Plant Breeding, C.P. College of Agriculture, S.D. Agricultural University, Sardarkrushinagar, Gujarat, IndiaPresent investigation was undertaken to evaluate 50 linseed genotypes for three consecutive years for seed yield, oil content and agro-morphological traits using multivariate approach. Higher range, large value of Shannon-weaver diversity index for both traits and genotypes and large differences in mean values for most of the characters showed that a wide and significant variation existed among the genotypes and traits. Pooled analysis of variance revealed highly significant differences (p<0.001) among the genotypes for all the characters studied. The magnitude of the phenotypic coefficient of variation was somewhat higher than the genotypic coefficient of variation, indicating that the environment had little impact on the expression of these traits. Cluster analysis for yield and agro-morphological traits using unweighted pair group method of arithmetic averages (UPGMA) grouped the genotypes into nine clusters with varied number. Clustering of linseed genotypes from different geographical locations or source/origin into same cluster has confirmed that they are genetically related, and possibly from the same progenitor. The principal component analysis (PCA) revealed that most of the variation (76.41%) was accounted by first four PCA and indicated role of traits that contributed significantly towards a wide variation among the genotypes. The positive associations of seed yield per plant and oil content with component trait implies that improving one or more component traits could result in genetic enhancement of seed yield and oil content in linseed. The significant negative association of seed yield per plant and oil content with days to flowering and days to maturity has great advantages in breeding short duration linseed cultivars for hot and water stress climatic conditions of semi-arid regions. Trait specific genotypes namely, Shival, Sharda, IC54970, Mukta, IC56363, T-397, IC53281 and RLC-92 were identified for the development of short duration and dwarf cultivars with higher omega-3-fatty acid content.http://www.doiserbia.nb.rs/img/doi/0534-0012/2021/0534-00122102825K.pdfmultivariate approachphenotypic diversitylinseedomega-3-fatty acid |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Kumar Mithlesh Patel Manubhai Chauhan Ravindrasingh Tank Chandresh Solanki Satyanarayan |
spellingShingle |
Kumar Mithlesh Patel Manubhai Chauhan Ravindrasingh Tank Chandresh Solanki Satyanarayan Delineating multivariate divergence, heritability, trait association and identification of superior omega-3-fatty acid specific genotypes in linseed (Linum usitatissimum L.) Genetika multivariate approach phenotypic diversity linseed omega-3-fatty acid |
author_facet |
Kumar Mithlesh Patel Manubhai Chauhan Ravindrasingh Tank Chandresh Solanki Satyanarayan |
author_sort |
Kumar Mithlesh |
title |
Delineating multivariate divergence, heritability, trait association and identification of superior omega-3-fatty acid specific genotypes in linseed (Linum usitatissimum L.) |
title_short |
Delineating multivariate divergence, heritability, trait association and identification of superior omega-3-fatty acid specific genotypes in linseed (Linum usitatissimum L.) |
title_full |
Delineating multivariate divergence, heritability, trait association and identification of superior omega-3-fatty acid specific genotypes in linseed (Linum usitatissimum L.) |
title_fullStr |
Delineating multivariate divergence, heritability, trait association and identification of superior omega-3-fatty acid specific genotypes in linseed (Linum usitatissimum L.) |
title_full_unstemmed |
Delineating multivariate divergence, heritability, trait association and identification of superior omega-3-fatty acid specific genotypes in linseed (Linum usitatissimum L.) |
title_sort |
delineating multivariate divergence, heritability, trait association and identification of superior omega-3-fatty acid specific genotypes in linseed (linum usitatissimum l.) |
publisher |
Serbian Genetics Society |
series |
Genetika |
issn |
0534-0012 1820-6069 |
publishDate |
2021-01-01 |
description |
Present investigation was undertaken to evaluate 50 linseed genotypes for
three consecutive years for seed yield, oil content and agro-morphological
traits using multivariate approach. Higher range, large value of
Shannon-weaver diversity index for both traits and genotypes and large
differences in mean values for most of the characters showed that a wide and
significant variation existed among the genotypes and traits. Pooled
analysis of variance revealed highly significant differences (p<0.001) among
the genotypes for all the characters studied. The magnitude of the
phenotypic coefficient of variation was somewhat higher than the genotypic
coefficient of variation, indicating that the environment had little impact
on the expression of these traits. Cluster analysis for yield and
agro-morphological traits using unweighted pair group method of arithmetic
averages (UPGMA) grouped the genotypes into nine clusters with varied
number. Clustering of linseed genotypes from different geographical
locations or source/origin into same cluster has confirmed that they are
genetically related, and possibly from the same progenitor. The principal
component analysis (PCA) revealed that most of the variation (76.41%) was
accounted by first four PCA and indicated role of traits that contributed
significantly towards a wide variation among the genotypes. The positive
associations of seed yield per plant and oil content with component trait
implies that improving one or more component traits could result in genetic
enhancement of seed yield and oil content in linseed. The significant
negative association of seed yield per plant and oil content with days to
flowering and days to maturity has great advantages in breeding short
duration linseed cultivars for hot and water stress climatic conditions of
semi-arid regions. Trait specific genotypes namely, Shival, Sharda, IC54970,
Mukta, IC56363, T-397, IC53281 and RLC-92 were identified for the
development of short duration and dwarf cultivars with higher omega-3-fatty
acid content. |
topic |
multivariate approach phenotypic diversity linseed omega-3-fatty acid |
url |
http://www.doiserbia.nb.rs/img/doi/0534-0012/2021/0534-00122102825K.pdf |
work_keys_str_mv |
AT kumarmithlesh delineatingmultivariatedivergenceheritabilitytraitassociationandidentificationofsuperioromega3fattyacidspecificgenotypesinlinseedlinumusitatissimuml AT patelmanubhai delineatingmultivariatedivergenceheritabilitytraitassociationandidentificationofsuperioromega3fattyacidspecificgenotypesinlinseedlinumusitatissimuml AT chauhanravindrasingh delineatingmultivariatedivergenceheritabilitytraitassociationandidentificationofsuperioromega3fattyacidspecificgenotypesinlinseedlinumusitatissimuml AT tankchandresh delineatingmultivariatedivergenceheritabilitytraitassociationandidentificationofsuperioromega3fattyacidspecificgenotypesinlinseedlinumusitatissimuml AT solankisatyanarayan delineatingmultivariatedivergenceheritabilitytraitassociationandidentificationofsuperioromega3fattyacidspecificgenotypesinlinseedlinumusitatissimuml |
_version_ |
1717779776762019840 |