Validation of Genome-Wide SSR Markers Developed for Genetic Diversity and Population Structure Study in Grain Amaranth (<i>Amaranthus hypochondriacus</i>)

Grain Amaranth is the most promising C<sub>4</sub> dicotyledonous pseudocereal and is distributed globally. It has an excellent nutritional profile and adaptability against a broad range of environmental factors. These traits have renewed the interest of researchers and breeders in explo...

Full description

Bibliographic Details
Main Authors: Gautam Vats, Dimpi Das, Rajat Gupta, Akshay Singh, Avantika Maurya, S. Rajkumar, Amit Kumar Singh, Rakesh Bharadwaj, Sandeep Kumar, Surinder Kumar Kaushik, Veena Gupta, Kuldeep Singh, Rakesh Singh
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Agriculture
Subjects:
Online Access:https://www.mdpi.com/2077-0472/13/2/431
_version_ 1827759313920196608
author Gautam Vats
Dimpi Das
Rajat Gupta
Akshay Singh
Avantika Maurya
S. Rajkumar
Amit Kumar Singh
Rakesh Bharadwaj
Sandeep Kumar
Surinder Kumar Kaushik
Veena Gupta
Kuldeep Singh
Rakesh Singh
author_facet Gautam Vats
Dimpi Das
Rajat Gupta
Akshay Singh
Avantika Maurya
S. Rajkumar
Amit Kumar Singh
Rakesh Bharadwaj
Sandeep Kumar
Surinder Kumar Kaushik
Veena Gupta
Kuldeep Singh
Rakesh Singh
author_sort Gautam Vats
collection DOAJ
description Grain Amaranth is the most promising C<sub>4</sub> dicotyledonous pseudocereal and is distributed globally. It has an excellent nutritional profile and adaptability against a broad range of environmental factors. These traits have renewed the interest of researchers and breeders in exploring this underutilized orphan crop. The present study aimed to validate the genome-wide SSR to assess the genetic diversity among 94 <i>Amaranthus hypochondriacus</i> accessions using 57 genomic SSR (g-SSR) markers developed in-house. A total of 36 g-SSRs were recorded as polymorphic and amplified 138 alleles, with an average of 3.83 alleles per locus. Major allele frequency ranged from 0.29 to 0.98, with an average of 0.63 per marker. The expected heterozygosity ranged from 0.03 to 0.81, with an average of 0.46 per locus. Polymorphism information content (PIC) ranged from 0.03 to 0.79, with an average of 0.40, indicating a high level of polymorphism across amaranth accessions. Population structure analysis resulted into two major genetic clusters irrespective of their geographical origin, which suggests there may be sharing of common genomic regions across the accessions. High allelic frequency and heterozygosity levels indicate significant genetic variability in the germplasm, which can be further used in future breeding programs.
first_indexed 2024-03-11T09:18:20Z
format Article
id doaj.art-da71ff4c2d034fb49402f4dacf8b85f1
institution Directory Open Access Journal
issn 2077-0472
language English
last_indexed 2024-03-11T09:18:20Z
publishDate 2023-02-01
publisher MDPI AG
record_format Article
series Agriculture
spelling doaj.art-da71ff4c2d034fb49402f4dacf8b85f12023-11-16T18:31:04ZengMDPI AGAgriculture2077-04722023-02-0113243110.3390/agriculture13020431Validation of Genome-Wide SSR Markers Developed for Genetic Diversity and Population Structure Study in Grain Amaranth (<i>Amaranthus hypochondriacus</i>)Gautam Vats0Dimpi Das1Rajat Gupta2Akshay Singh3Avantika Maurya4S. Rajkumar5Amit Kumar Singh6Rakesh Bharadwaj7Sandeep Kumar8Surinder Kumar Kaushik9Veena Gupta10Kuldeep Singh11Rakesh Singh12Division of Genomic Resources, ICAR-National Bureau of Plant Genetic Resources, Pusa, New Delhi 110012, IndiaDivision of Genomic Resources, ICAR-National Bureau of Plant Genetic Resources, Pusa, New Delhi 110012, IndiaDivision of Genomic Resources, ICAR-National Bureau of Plant Genetic Resources, Pusa, New Delhi 110012, IndiaDivision of Genomic Resources, ICAR-National Bureau of Plant Genetic Resources, Pusa, New Delhi 110012, IndiaDivision of Genomic Resources, ICAR-National Bureau of Plant Genetic Resources, Pusa, New Delhi 110012, IndiaDivision of Genomic Resources, ICAR-National Bureau of Plant Genetic Resources, Pusa, New Delhi 110012, IndiaDivision of Genomic Resources, ICAR-National Bureau of Plant Genetic Resources, Pusa, New Delhi 110012, IndiaDivision of Germplasm Evaluation, ICAR-National Bureau of Plant Genetic Resources, Pusa, New Delhi 110012, IndiaDivision of Germplasm Evaluation, ICAR-National Bureau of Plant Genetic Resources, Pusa, New Delhi 110012, IndiaDivision of Germplasm Evaluation, ICAR-National Bureau of Plant Genetic Resources, Pusa, New Delhi 110012, IndiaDivision of Germplasm Conservation, ICAR-National Bureau of Plant Genetic Resources, Pusa, New Delhi 110012, IndiaInternational Crop Research Institute for the Semi-Arid Tropics, Hyderabad 502324, IndiaDivision of Genomic Resources, ICAR-National Bureau of Plant Genetic Resources, Pusa, New Delhi 110012, IndiaGrain Amaranth is the most promising C<sub>4</sub> dicotyledonous pseudocereal and is distributed globally. It has an excellent nutritional profile and adaptability against a broad range of environmental factors. These traits have renewed the interest of researchers and breeders in exploring this underutilized orphan crop. The present study aimed to validate the genome-wide SSR to assess the genetic diversity among 94 <i>Amaranthus hypochondriacus</i> accessions using 57 genomic SSR (g-SSR) markers developed in-house. A total of 36 g-SSRs were recorded as polymorphic and amplified 138 alleles, with an average of 3.83 alleles per locus. Major allele frequency ranged from 0.29 to 0.98, with an average of 0.63 per marker. The expected heterozygosity ranged from 0.03 to 0.81, with an average of 0.46 per locus. Polymorphism information content (PIC) ranged from 0.03 to 0.79, with an average of 0.40, indicating a high level of polymorphism across amaranth accessions. Population structure analysis resulted into two major genetic clusters irrespective of their geographical origin, which suggests there may be sharing of common genomic regions across the accessions. High allelic frequency and heterozygosity levels indicate significant genetic variability in the germplasm, which can be further used in future breeding programs.https://www.mdpi.com/2077-0472/13/2/431g-SSRgrain amaranthPIC<i>Amaranthus hypochondriacus</i>genetic diversityPCoA
spellingShingle Gautam Vats
Dimpi Das
Rajat Gupta
Akshay Singh
Avantika Maurya
S. Rajkumar
Amit Kumar Singh
Rakesh Bharadwaj
Sandeep Kumar
Surinder Kumar Kaushik
Veena Gupta
Kuldeep Singh
Rakesh Singh
Validation of Genome-Wide SSR Markers Developed for Genetic Diversity and Population Structure Study in Grain Amaranth (<i>Amaranthus hypochondriacus</i>)
Agriculture
g-SSR
grain amaranth
PIC
<i>Amaranthus hypochondriacus</i>
genetic diversity
PCoA
title Validation of Genome-Wide SSR Markers Developed for Genetic Diversity and Population Structure Study in Grain Amaranth (<i>Amaranthus hypochondriacus</i>)
title_full Validation of Genome-Wide SSR Markers Developed for Genetic Diversity and Population Structure Study in Grain Amaranth (<i>Amaranthus hypochondriacus</i>)
title_fullStr Validation of Genome-Wide SSR Markers Developed for Genetic Diversity and Population Structure Study in Grain Amaranth (<i>Amaranthus hypochondriacus</i>)
title_full_unstemmed Validation of Genome-Wide SSR Markers Developed for Genetic Diversity and Population Structure Study in Grain Amaranth (<i>Amaranthus hypochondriacus</i>)
title_short Validation of Genome-Wide SSR Markers Developed for Genetic Diversity and Population Structure Study in Grain Amaranth (<i>Amaranthus hypochondriacus</i>)
title_sort validation of genome wide ssr markers developed for genetic diversity and population structure study in grain amaranth i amaranthus hypochondriacus i
topic g-SSR
grain amaranth
PIC
<i>Amaranthus hypochondriacus</i>
genetic diversity
PCoA
url https://www.mdpi.com/2077-0472/13/2/431
work_keys_str_mv AT gautamvats validationofgenomewidessrmarkersdevelopedforgeneticdiversityandpopulationstructurestudyingrainamaranthiamaranthushypochondriacusi
AT dimpidas validationofgenomewidessrmarkersdevelopedforgeneticdiversityandpopulationstructurestudyingrainamaranthiamaranthushypochondriacusi
AT rajatgupta validationofgenomewidessrmarkersdevelopedforgeneticdiversityandpopulationstructurestudyingrainamaranthiamaranthushypochondriacusi
AT akshaysingh validationofgenomewidessrmarkersdevelopedforgeneticdiversityandpopulationstructurestudyingrainamaranthiamaranthushypochondriacusi
AT avantikamaurya validationofgenomewidessrmarkersdevelopedforgeneticdiversityandpopulationstructurestudyingrainamaranthiamaranthushypochondriacusi
AT srajkumar validationofgenomewidessrmarkersdevelopedforgeneticdiversityandpopulationstructurestudyingrainamaranthiamaranthushypochondriacusi
AT amitkumarsingh validationofgenomewidessrmarkersdevelopedforgeneticdiversityandpopulationstructurestudyingrainamaranthiamaranthushypochondriacusi
AT rakeshbharadwaj validationofgenomewidessrmarkersdevelopedforgeneticdiversityandpopulationstructurestudyingrainamaranthiamaranthushypochondriacusi
AT sandeepkumar validationofgenomewidessrmarkersdevelopedforgeneticdiversityandpopulationstructurestudyingrainamaranthiamaranthushypochondriacusi
AT surinderkumarkaushik validationofgenomewidessrmarkersdevelopedforgeneticdiversityandpopulationstructurestudyingrainamaranthiamaranthushypochondriacusi
AT veenagupta validationofgenomewidessrmarkersdevelopedforgeneticdiversityandpopulationstructurestudyingrainamaranthiamaranthushypochondriacusi
AT kuldeepsingh validationofgenomewidessrmarkersdevelopedforgeneticdiversityandpopulationstructurestudyingrainamaranthiamaranthushypochondriacusi
AT rakeshsingh validationofgenomewidessrmarkersdevelopedforgeneticdiversityandpopulationstructurestudyingrainamaranthiamaranthushypochondriacusi