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Evaluation of 130 Eggplant (Solanum melongena L.) Genotypes for Future Breeding Program Based on Qualitative and Quantitative Traits, and Various Genetic Parameters
Eggplant is an essential widespread year-round fruit vegetable. This study was conducted using 130 local germplasm of brinjal to select diverse parents based on the multiple traits selection index for the future breeding program. This selection was performed focusing on 14 qualitative and 10 quantit...
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Published in: | Horticulturae 2021-10, Vol.7 (10), p.376 |
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creator | Uddin, Md. Shalim Billah, Masum Afroz, Rozina Rahman, Sajia Jahan, Nasrin Hossain, Md. Golam Bagum, Shamim Ara Uddin, Md. Sorof Khaldun, Abul Bashar Mohammad Azam, Md. Golam Hossain, Neelima Akanda, Mohammad Abdul Latif Alhomrani, Majid Gaber, Ahmed Hossain, Akbar |
description | Eggplant is an essential widespread year-round fruit vegetable. This study was conducted using 130 local germplasm of brinjal to select diverse parents based on the multiple traits selection index for the future breeding program. This selection was performed focusing on 14 qualitative and 10 quantitative traits variation and genetic parameters namely, phenotypic and genotypic variance (PV and GV) and genotypic and phenotypic coefficients of variation (GCV and PCV), broad-sense heritability (hBS), genetic advance, traits association, genotype by trait biplot (G × T), heatmap analysis and multi-trait index based on factor analysis and genotype-ideotype distance (MGIDI). Descriptive statistics and analysis of variance revealed a wide range of variability for morpho-physiological traits. Estimated hBS for all the measured traits ranged from 10.6% to 93%, indicating that all the traits were highly inheritable. Genetic variances were low to high for most morpho-physiological traits, indicating complex genetic architecture. Yield per plant was significantly correlated with fruit diameter, fruits per plant, percent fruits infestation by brinjal shoot and fruit borer, and fruit weight traits indicating that direct selection based on fruit number and fruit weight might be sufficient for improvement of other traits. The first two principal components (PCs) explained about 81.27% of the total variation among lines for 38 brinjal morpho-physiological traits. Genotype by trait (G × T) biplot revealed superior genotypes with combinations of favorable traits. The average genetic distance was 3.53, ranging from 0.25 to 20.01, indicating high levels of variability among the germplasm. The heat map was also used to know the relationship matrix among all the brinjal genotypes. MGIDI is an appropriate method of selection based on multiple trait information. Based on the fourteen qualitative and ten quantitative traits and evaluation of various genetic parameters, the germplasm G80, G54, G66, and G120 might be considered as best parents for the future breeding program for eggplant improvement. |
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Genotypes for Future Breeding Program Based on Qualitative and Quantitative Traits, and Various Genetic Parameters</title><source>Publicly Available Content Database</source><creator>Uddin, Md. Shalim ; Billah, Masum ; Afroz, Rozina ; Rahman, Sajia ; Jahan, Nasrin ; Hossain, Md. Golam ; Bagum, Shamim Ara ; Uddin, Md. Sorof ; Khaldun, Abul Bashar Mohammad ; Azam, Md. Golam ; Hossain, Neelima ; Akanda, Mohammad Abdul Latif ; Alhomrani, Majid ; Gaber, Ahmed ; Hossain, Akbar</creator><creatorcontrib>Uddin, Md. Shalim ; Billah, Masum ; Afroz, Rozina ; Rahman, Sajia ; Jahan, Nasrin ; Hossain, Md. Golam ; Bagum, Shamim Ara ; Uddin, Md. Sorof ; Khaldun, Abul Bashar Mohammad ; Azam, Md. Golam ; Hossain, Neelima ; Akanda, Mohammad Abdul Latif ; Alhomrani, Majid ; Gaber, Ahmed ; Hossain, Akbar</creatorcontrib><description>Eggplant is an essential widespread year-round fruit vegetable. This study was conducted using 130 local germplasm of brinjal to select diverse parents based on the multiple traits selection index for the future breeding program. This selection was performed focusing on 14 qualitative and 10 quantitative traits variation and genetic parameters namely, phenotypic and genotypic variance (PV and GV) and genotypic and phenotypic coefficients of variation (GCV and PCV), broad-sense heritability (hBS), genetic advance, traits association, genotype by trait biplot (G × T), heatmap analysis and multi-trait index based on factor analysis and genotype-ideotype distance (MGIDI). Descriptive statistics and analysis of variance revealed a wide range of variability for morpho-physiological traits. Estimated hBS for all the measured traits ranged from 10.6% to 93%, indicating that all the traits were highly inheritable. Genetic variances were low to high for most morpho-physiological traits, indicating complex genetic architecture. Yield per plant was significantly correlated with fruit diameter, fruits per plant, percent fruits infestation by brinjal shoot and fruit borer, and fruit weight traits indicating that direct selection based on fruit number and fruit weight might be sufficient for improvement of other traits. The first two principal components (PCs) explained about 81.27% of the total variation among lines for 38 brinjal morpho-physiological traits. Genotype by trait (G × T) biplot revealed superior genotypes with combinations of favorable traits. The average genetic distance was 3.53, ranging from 0.25 to 20.01, indicating high levels of variability among the germplasm. The heat map was also used to know the relationship matrix among all the brinjal genotypes. MGIDI is an appropriate method of selection based on multiple trait information. Based on the fourteen qualitative and ten quantitative traits and evaluation of various genetic parameters, the germplasm G80, G54, G66, and G120 might be considered as best parents for the future breeding program for eggplant improvement.</description><identifier>ISSN: 2311-7524</identifier><identifier>EISSN: 2311-7524</identifier><identifier>DOI: 10.3390/horticulturae7100376</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Borers ; Coefficient of variation ; Diameters ; eggplant ; Evaluation ; Factor analysis ; Fruits ; genetic advance ; Genetic distance ; Genetic diversity ; Genetic variance ; Genotype & phenotype ; Genotypes ; Germplasm ; Heritability ; Morphology ; multi-trait selection ; Parameters ; Phenotypic variations ; Physiology ; Plant breeding ; principal component analysis ; Solanum melongena ; Statistical analysis ; Variability ; Variance analysis ; Vegetation ; Weight</subject><ispartof>Horticulturae, 2021-10, Vol.7 (10), p.376</ispartof><rights>2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c442t-15538684f39e23afc51a4b459b8c7d70025c19a6e445d9669e1407758a553e713</citedby><cites>FETCH-LOGICAL-c442t-15538684f39e23afc51a4b459b8c7d70025c19a6e445d9669e1407758a553e713</cites><orcidid>0000-0003-0264-2712 ; 0000-0003-4592-6491 ; 0000-0003-3817-0040 ; 0000-0002-8297-935X ; 0000-0001-9798-0962 ; 0000-0002-0183-650X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2584394957/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2584394957?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,25751,27922,27923,37010,44588,74896</link.rule.ids></links><search><creatorcontrib>Uddin, Md. Shalim</creatorcontrib><creatorcontrib>Billah, Masum</creatorcontrib><creatorcontrib>Afroz, Rozina</creatorcontrib><creatorcontrib>Rahman, Sajia</creatorcontrib><creatorcontrib>Jahan, Nasrin</creatorcontrib><creatorcontrib>Hossain, Md. Golam</creatorcontrib><creatorcontrib>Bagum, Shamim Ara</creatorcontrib><creatorcontrib>Uddin, Md. Sorof</creatorcontrib><creatorcontrib>Khaldun, Abul Bashar Mohammad</creatorcontrib><creatorcontrib>Azam, Md. Golam</creatorcontrib><creatorcontrib>Hossain, Neelima</creatorcontrib><creatorcontrib>Akanda, Mohammad Abdul Latif</creatorcontrib><creatorcontrib>Alhomrani, Majid</creatorcontrib><creatorcontrib>Gaber, Ahmed</creatorcontrib><creatorcontrib>Hossain, Akbar</creatorcontrib><title>Evaluation of 130 Eggplant (Solanum melongena L.) Genotypes for Future Breeding Program Based on Qualitative and Quantitative Traits, and Various Genetic Parameters</title><title>Horticulturae</title><description>Eggplant is an essential widespread year-round fruit vegetable. This study was conducted using 130 local germplasm of brinjal to select diverse parents based on the multiple traits selection index for the future breeding program. This selection was performed focusing on 14 qualitative and 10 quantitative traits variation and genetic parameters namely, phenotypic and genotypic variance (PV and GV) and genotypic and phenotypic coefficients of variation (GCV and PCV), broad-sense heritability (hBS), genetic advance, traits association, genotype by trait biplot (G × T), heatmap analysis and multi-trait index based on factor analysis and genotype-ideotype distance (MGIDI). Descriptive statistics and analysis of variance revealed a wide range of variability for morpho-physiological traits. Estimated hBS for all the measured traits ranged from 10.6% to 93%, indicating that all the traits were highly inheritable. Genetic variances were low to high for most morpho-physiological traits, indicating complex genetic architecture. Yield per plant was significantly correlated with fruit diameter, fruits per plant, percent fruits infestation by brinjal shoot and fruit borer, and fruit weight traits indicating that direct selection based on fruit number and fruit weight might be sufficient for improvement of other traits. The first two principal components (PCs) explained about 81.27% of the total variation among lines for 38 brinjal morpho-physiological traits. Genotype by trait (G × T) biplot revealed superior genotypes with combinations of favorable traits. The average genetic distance was 3.53, ranging from 0.25 to 20.01, indicating high levels of variability among the germplasm. The heat map was also used to know the relationship matrix among all the brinjal genotypes. MGIDI is an appropriate method of selection based on multiple trait information. 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Shalim</au><au>Billah, Masum</au><au>Afroz, Rozina</au><au>Rahman, Sajia</au><au>Jahan, Nasrin</au><au>Hossain, Md. Golam</au><au>Bagum, Shamim Ara</au><au>Uddin, Md. Sorof</au><au>Khaldun, Abul Bashar Mohammad</au><au>Azam, Md. Golam</au><au>Hossain, Neelima</au><au>Akanda, Mohammad Abdul Latif</au><au>Alhomrani, Majid</au><au>Gaber, Ahmed</au><au>Hossain, Akbar</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evaluation of 130 Eggplant (Solanum melongena L.) Genotypes for Future Breeding Program Based on Qualitative and Quantitative Traits, and Various Genetic Parameters</atitle><jtitle>Horticulturae</jtitle><date>2021-10-01</date><risdate>2021</risdate><volume>7</volume><issue>10</issue><spage>376</spage><pages>376-</pages><issn>2311-7524</issn><eissn>2311-7524</eissn><abstract>Eggplant is an essential widespread year-round fruit vegetable. This study was conducted using 130 local germplasm of brinjal to select diverse parents based on the multiple traits selection index for the future breeding program. This selection was performed focusing on 14 qualitative and 10 quantitative traits variation and genetic parameters namely, phenotypic and genotypic variance (PV and GV) and genotypic and phenotypic coefficients of variation (GCV and PCV), broad-sense heritability (hBS), genetic advance, traits association, genotype by trait biplot (G × T), heatmap analysis and multi-trait index based on factor analysis and genotype-ideotype distance (MGIDI). Descriptive statistics and analysis of variance revealed a wide range of variability for morpho-physiological traits. Estimated hBS for all the measured traits ranged from 10.6% to 93%, indicating that all the traits were highly inheritable. Genetic variances were low to high for most morpho-physiological traits, indicating complex genetic architecture. Yield per plant was significantly correlated with fruit diameter, fruits per plant, percent fruits infestation by brinjal shoot and fruit borer, and fruit weight traits indicating that direct selection based on fruit number and fruit weight might be sufficient for improvement of other traits. The first two principal components (PCs) explained about 81.27% of the total variation among lines for 38 brinjal morpho-physiological traits. Genotype by trait (G × T) biplot revealed superior genotypes with combinations of favorable traits. The average genetic distance was 3.53, ranging from 0.25 to 20.01, indicating high levels of variability among the germplasm. The heat map was also used to know the relationship matrix among all the brinjal genotypes. MGIDI is an appropriate method of selection based on multiple trait information. 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subjects | Borers Coefficient of variation Diameters eggplant Evaluation Factor analysis Fruits genetic advance Genetic distance Genetic diversity Genetic variance Genotype & phenotype Genotypes Germplasm Heritability Morphology multi-trait selection Parameters Phenotypic variations Physiology Plant breeding principal component analysis Solanum melongena Statistical analysis Variability Variance analysis Vegetation Weight |
title | Evaluation of 130 Eggplant (Solanum melongena L.) Genotypes for Future Breeding Program Based on Qualitative and Quantitative Traits, and Various Genetic Parameters |
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