Literature DB >> 24585251

Linkage disequilibrium and population-structure analysis among Capsicum annuum L. cultivars for use in association mapping.

Padma Nimmakayala1, Venkata L Abburi, Lavanya Abburi, Suresh Babu Alaparthi, Robert Cantrell, Minkyu Park, Doil Choi, Gerald Hankins, Sridhar Malkaram, Umesh K Reddy.   

Abstract

Knowledge of population structure and linkage disequilibrium among the worldwide collections of peppers currently classified as hot, mild, sweet and ornamental types is indispensable for applying association mapping and genomic selection to improve pepper. The current study aimed to resolve the genetic diversity and relatedness of Capsicum annuum germplasm by use of simple sequence repeat (SSR) loci across all chromosomes in samples collected in 2011 and 2012. The physical distance covered by the entire set of SSRs used was 2,265.9 Mb from the 3.48-Gb hot-pepper genome size. The model-based program STRUCTURE was used to infer five clusters, which was further confirmed by classical molecular-genetic diversity analysis. Mean heterozygosity of various loci was estimated to be 0.15. Linkage disequilibrium (LD) was used to identify 17 LD blocks across various chromosomes with sizes from 0.154 Kb to 126.28 Mb. CAMS-142 of chromosome 1 was significantly associated with both capsaicin (CA) and dihydrocapsaicin (DCA) levels. Further, CAMS-142 was located in an LD block of 98.18 Mb. CAMS-142 amplified bands of 244, 268, 283 and 326 bp. Alleles 268 and 283 bp had positive effects on both CA and DCA levels, with an average R(2) of 12.15 % (CA) and 12.3 % (DCA). Eight markers from seven different chromosomes were significantly associated with fruit weight, contributing an average effect of 15 %. CAMS-199, HpmsE082 and CAMS-190 are the three major quantitative trait loci located on chromosomes 8, 9, and 10, respectively, and were associated with fruit weight in samples from both years of the study. This research demonstrates the effectiveness of using genome-wide SSR-based markers to assess features of LD and genetic diversity within C. annuum.

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Year:  2014        PMID: 24585251     DOI: 10.1007/s00438-014-0827-3

Source DB:  PubMed          Journal:  Mol Genet Genomics        ISSN: 1617-4623            Impact factor:   3.291


  33 in total

1.  Inference of population structure using multilocus genotype data.

Authors:  J K Pritchard; M Stephens; P Donnelly
Journal:  Genetics       Date:  2000-06       Impact factor: 4.562

Review 2.  Genetic association mapping and genome organization of maize.

Authors:  Jianming Yu; Edward S Buckler
Journal:  Curr Opin Biotechnol       Date:  2006-02-28       Impact factor: 9.740

3.  CLUMPP: a cluster matching and permutation program for dealing with label switching and multimodality in analysis of population structure.

Authors:  Mattias Jakobsson; Noah A Rosenberg
Journal:  Bioinformatics       Date:  2007-05-07       Impact factor: 6.937

4.  Exploitation of pepper EST-SSRs and an SSR-based linkage map.

Authors:  Gibum Yi; Je Min Lee; Sanghyeob Lee; Doil Choi; Byung-Dong Kim
Journal:  Theor Appl Genet       Date:  2006-10-18       Impact factor: 5.699

5.  fs3.1: a major fruit shape QTL conserved in Capsicum.

Authors:  Arnon Ben Chaim; Yelena Borovsky; G U Rao; Bahattin Tanyolac; Ilan Paran
Journal:  Genome       Date:  2003-02       Impact factor: 2.166

6.  Population structure and linkage disequilibrium unravelled in tetraploid potato.

Authors:  Björn B D'hoop; M João Paulo; Krissana Kowitwanich; Mariëlle Sengers; Richard G F Visser; Herman J van Eck; Fred A van Eeuwijk
Journal:  Theor Appl Genet       Date:  2010-06-20       Impact factor: 5.699

7.  Genome-wide distribution and organization of microsatellites in plants: an insight into marker development in Brachypodium.

Authors:  Humira Sonah; Rupesh K Deshmukh; Anshul Sharma; Vinay P Singh; Deepak K Gupta; Raju N Gacche; Jai C Rana; Nagendra K Singh; Tilak R Sharma
Journal:  PLoS One       Date:  2011-06-21       Impact factor: 3.240

8.  Characterization of Capsicum annuum genetic diversity and population structure based on parallel polymorphism discovery with a 30K unigene Pepper GeneChip.

Authors:  Theresa A Hill; Hamid Ashrafi; Sebastian Reyes-Chin-Wo; JiQiang Yao; Kevin Stoffel; Maria-Jose Truco; Alexander Kozik; Richard W Michelmore; Allen Van Deynze
Journal:  PLoS One       Date:  2013-02-08       Impact factor: 3.240

9.  Genetic diversity and population structure assessed by SSR and SNP markers in a large germplasm collection of grape.

Authors:  Francesco Emanuelli; Silvia Lorenzi; Lukasz Grzeskowiak; Valentina Catalano; Marco Stefanini; Michela Troggio; Sean Myles; José M Martinez-Zapater; Eva Zyprian; Flavia M Moreira; M Stella Grando
Journal:  BMC Plant Biol       Date:  2013-03-07       Impact factor: 4.215

10.  Empirical comparison of Simple Sequence Repeats and single nucleotide polymorphisms in assessment of maize diversity and relatedness.

Authors:  Martha T Hamblin; Marilyn L Warburton; Edward S Buckler
Journal:  PLoS One       Date:  2007-12-26       Impact factor: 3.240

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  12 in total

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Authors:  Umesh K Reddy; Lavanya Abburi; Venkata Lakshmi Abburi; Thangasamy Saminathan; Robert Cantrell; Venkata Gopinath Vajja; Rishi Reddy; Yan R Tomason; Amnon Levi; Todd C Wehner; Padma Nimmakayala
Journal:  J Hered       Date:  2014-11-25       Impact factor: 2.645

2.  Genetic diversity and association mapping of bacterial blight and other horticulturally important traits with microsatellite markers in pomegranate from India.

Authors:  Nripendra Vikram Singh; Venkata Lakshmi Abburi; D Ramajayam; Ravinder Kumar; Ram Chandra; Kuldeep Kumar Sharma; Jyotsana Sharma; K Dhinesh Babu; Ram Krishna Pal; Dhananjay M Mundewadikar; Thangasamy Saminathan; Robert Cantrell; Padma Nimmakayala; Umesh K Reddy
Journal:  Mol Genet Genomics       Date:  2015-02-13       Impact factor: 3.291

3.  New insights into Capsicum spp relatedness and the diversification process of Capsicum annuum in Spain.

Authors:  Susana González-Pérez; Ana Garcés-Claver; Cristina Mallor; Luis E Sáenz de Miera; Oreto Fayos; Federico Pomar; Fuencisla Merino; Cristina Silvar
Journal:  PLoS One       Date:  2014-12-29       Impact factor: 3.240

4.  Genome-wide Diversity and Association Mapping for Capsaicinoids and Fruit Weight in Capsicum annuum L.

Authors:  Padma Nimmakayala; Venkata L Abburi; Thangasamy Saminathan; Suresh B Alaparthi; Aldo Almeida; Brittany Davenport; Marjan Nadimi; Joshua Davidson; Krittika Tonapi; Lav Yadav; Sridhar Malkaram; Gopinath Vajja; Gerald Hankins; Robert Harris; Minkyu Park; Doil Choi; John Stommel; Umesh K Reddy
Journal:  Sci Rep       Date:  2016-11-30       Impact factor: 4.379

5.  Genome-wide SNP discovery and population structure analysis in pepper (Capsicum annuum) using genotyping by sequencing.

Authors:  F Taranto; N D'Agostino; B Greco; T Cardi; P Tripodi
Journal:  BMC Genomics       Date:  2016-11-21       Impact factor: 3.969

6.  QTL mapping and GWAS reveal candidate genes controlling capsaicinoid content in Capsicum.

Authors:  Koeun Han; Hea-Young Lee; Na-Young Ro; On-Sook Hur; Joung-Ho Lee; Jin-Kyung Kwon; Byoung-Cheorl Kang
Journal:  Plant Biotechnol J       Date:  2018-02-06       Impact factor: 9.803

7.  Genome-Wide Correlation of 36 Agronomic Traits in the 287 Pepper (Capsicum) Accessions Obtained from the SLAF-seq-Based GWAS.

Authors:  Lang Wu; Peng Wang; Yihao Wang; Qing Cheng; Qiaohua Lu; Jinqiu Liu; Ting Li; Yixin Ai; Wencai Yang; Liang Sun; Huolin Shen
Journal:  Int J Mol Sci       Date:  2019-11-13       Impact factor: 5.923

8.  Effect of Pepper-Containing Diets on the Diversity and Composition of Gut Microbiome of Drosophila melanogaster.

Authors:  Marleny Garcia-Lozano; Joshua Haynes; Carlos Lopez-Ortiz; Purushothaman Natarajan; Yadira Peña-Garcia; Padma Nimmakayala; John Stommel; Suresh B Alaparthi; Cristian Sirbu; Nagamani Balagurusamy; Umesh K Reddy
Journal:  Int J Mol Sci       Date:  2020-01-31       Impact factor: 5.923

9.  Identification of gene-specific polymorphisms and association with capsaicin pathway metabolites in Capsicum annuum L. collections.

Authors:  Umesh K Reddy; Aldo Almeida; Venkata L Abburi; Suresh Babu Alaparthi; Desiree Unselt; Gerald Hankins; Minkyu Park; Doil Choi; Padma Nimmakayala
Journal:  PLoS One       Date:  2014-01-27       Impact factor: 3.240

Review 10.  The historical role of species from the Solanaceae plant family in genetic research.

Authors:  Christiane Gebhardt
Journal:  Theor Appl Genet       Date:  2016-10-15       Impact factor: 5.699

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