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Identification of QTLs/ Candidate Genes for Seed Mineral Contents in Common Bean (Phaseolus vulgaris L.) Through Genotyping-by-Sequencing

Throughout the ages, the common bean has been consumed by humanity as an important food staple crop and source of nutrition on a global scale. Since its domestication, a wide spectrum of phenotypic and genotypic investigations have been carried out to unravel the potential of this crop and to unders...

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Autores principales: Nazir, Muslima, Mahajan, Reetika, Mansoor, Sheikh, Rasool, Sheezan, Mir, Rakeeb Ahmad, Singh, Ravinder, Thakral, Vandana, Kumar, Virender, Sofi, Parvaze A., El-Serehy, Hamed A., Hefft, Daniel Ingo, Zargar, Sajad Majeed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8982075/
https://www.ncbi.nlm.nih.gov/pubmed/35391791
http://dx.doi.org/10.3389/fgene.2022.750814
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author Nazir, Muslima
Mahajan, Reetika
Mansoor, Sheikh
Rasool, Sheezan
Mir, Rakeeb Ahmad
Singh, Ravinder
Thakral, Vandana
Kumar, Virender
Sofi, Parvaze A.
El-Serehy, Hamed A.
Hefft, Daniel Ingo
Zargar, Sajad Majeed
author_facet Nazir, Muslima
Mahajan, Reetika
Mansoor, Sheikh
Rasool, Sheezan
Mir, Rakeeb Ahmad
Singh, Ravinder
Thakral, Vandana
Kumar, Virender
Sofi, Parvaze A.
El-Serehy, Hamed A.
Hefft, Daniel Ingo
Zargar, Sajad Majeed
author_sort Nazir, Muslima
collection PubMed
description Throughout the ages, the common bean has been consumed by humanity as an important food staple crop and source of nutrition on a global scale. Since its domestication, a wide spectrum of phenotypic and genotypic investigations have been carried out to unravel the potential of this crop and to understand the process of nutrient accumulation along with other desirable characteristics. The common bean is one of the essential legume crops due to its high protein and micronutrient content. The balance in micronutrients is critical for the growth and development of plants as well as humans. Iron (Fe), Zinc (Zn), Copper (Cu), Manganese (Mn), Magnesium (Mg), Calcium (Ca), and Molybdenum (Mo) are some of the important micronutrients present in legumes. Thus, we aimed to investigate the quantitative trait loci’s (QTLs)/single nucleotide polymorphisms (SNPs) to identify the candidate genes associated with micronutrients through genotyping by sequencing (GBS). In our investigation, through GBS we identified SNPs linked with traits and assessed seven micronutrients in 96 selected common bean genotypes for screening nutritionally rich genotypes. Among 96399 SNPs total identified through GBS, 113 SNPs showed significant phenotypic variance, ranging from 13.50 to 21.74%. SNPs associated with most of the seed micronutrients (Mg, Mn, Fe, Ca, Cu) were found on chr3 & chr11 (Mg, Mn, Mo, Ca, Zn). The findings from this study could be used for haplotype-based selection of nutritionally rich genotypes and for marker-assisted genetic enhancement of the common bean. Further, the identified SNPs for candidate genes/transporters associated with micronutrient content may pave the way for the enrichment of seeds by employing genomics-assisted breeding programs.
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spelling pubmed-89820752022-04-06 Identification of QTLs/ Candidate Genes for Seed Mineral Contents in Common Bean (Phaseolus vulgaris L.) Through Genotyping-by-Sequencing Nazir, Muslima Mahajan, Reetika Mansoor, Sheikh Rasool, Sheezan Mir, Rakeeb Ahmad Singh, Ravinder Thakral, Vandana Kumar, Virender Sofi, Parvaze A. El-Serehy, Hamed A. Hefft, Daniel Ingo Zargar, Sajad Majeed Front Genet Genetics Throughout the ages, the common bean has been consumed by humanity as an important food staple crop and source of nutrition on a global scale. Since its domestication, a wide spectrum of phenotypic and genotypic investigations have been carried out to unravel the potential of this crop and to understand the process of nutrient accumulation along with other desirable characteristics. The common bean is one of the essential legume crops due to its high protein and micronutrient content. The balance in micronutrients is critical for the growth and development of plants as well as humans. Iron (Fe), Zinc (Zn), Copper (Cu), Manganese (Mn), Magnesium (Mg), Calcium (Ca), and Molybdenum (Mo) are some of the important micronutrients present in legumes. Thus, we aimed to investigate the quantitative trait loci’s (QTLs)/single nucleotide polymorphisms (SNPs) to identify the candidate genes associated with micronutrients through genotyping by sequencing (GBS). In our investigation, through GBS we identified SNPs linked with traits and assessed seven micronutrients in 96 selected common bean genotypes for screening nutritionally rich genotypes. Among 96399 SNPs total identified through GBS, 113 SNPs showed significant phenotypic variance, ranging from 13.50 to 21.74%. SNPs associated with most of the seed micronutrients (Mg, Mn, Fe, Ca, Cu) were found on chr3 & chr11 (Mg, Mn, Mo, Ca, Zn). The findings from this study could be used for haplotype-based selection of nutritionally rich genotypes and for marker-assisted genetic enhancement of the common bean. Further, the identified SNPs for candidate genes/transporters associated with micronutrient content may pave the way for the enrichment of seeds by employing genomics-assisted breeding programs. Frontiers Media S.A. 2022-03-14 /pmc/articles/PMC8982075/ /pubmed/35391791 http://dx.doi.org/10.3389/fgene.2022.750814 Text en Copyright © 2022 Nazir, Mahajan, Mansoor, Rasool, Mir, Singh, Thakral, Kumar, Sofi, El-Serehy, Hefft and Zargar. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Nazir, Muslima
Mahajan, Reetika
Mansoor, Sheikh
Rasool, Sheezan
Mir, Rakeeb Ahmad
Singh, Ravinder
Thakral, Vandana
Kumar, Virender
Sofi, Parvaze A.
El-Serehy, Hamed A.
Hefft, Daniel Ingo
Zargar, Sajad Majeed
Identification of QTLs/ Candidate Genes for Seed Mineral Contents in Common Bean (Phaseolus vulgaris L.) Through Genotyping-by-Sequencing
title Identification of QTLs/ Candidate Genes for Seed Mineral Contents in Common Bean (Phaseolus vulgaris L.) Through Genotyping-by-Sequencing
title_full Identification of QTLs/ Candidate Genes for Seed Mineral Contents in Common Bean (Phaseolus vulgaris L.) Through Genotyping-by-Sequencing
title_fullStr Identification of QTLs/ Candidate Genes for Seed Mineral Contents in Common Bean (Phaseolus vulgaris L.) Through Genotyping-by-Sequencing
title_full_unstemmed Identification of QTLs/ Candidate Genes for Seed Mineral Contents in Common Bean (Phaseolus vulgaris L.) Through Genotyping-by-Sequencing
title_short Identification of QTLs/ Candidate Genes for Seed Mineral Contents in Common Bean (Phaseolus vulgaris L.) Through Genotyping-by-Sequencing
title_sort identification of qtls/ candidate genes for seed mineral contents in common bean (phaseolus vulgaris l.) through genotyping-by-sequencing
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8982075/
https://www.ncbi.nlm.nih.gov/pubmed/35391791
http://dx.doi.org/10.3389/fgene.2022.750814
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