High-throughput and parallel SNP discovery in selected candidate genes in Eucalyptus camaldulensis using Illumina NGS platform

被引:20
作者
Hendre, Prasad S. [1 ]
Kamalakannan, R. [1 ]
Varghese, Mohan [1 ]
机构
[1] ITC R&D Ctr, Peenya Ind Area, Bangalore, Karnataka, India
关键词
River red gum; SNP frequency; growth candidate genes; transcription factors; paralogous genes; transitions and transversions; synonymous and non-synonymous SNPs; SINGLE-NUCLEOTIDE POLYMORPHISMS; LINKAGE DISEQUILIBRIUM; GENOME; GENETICS; IDENTIFICATION; FREQUENCY; PATTERNS; DNA; L; ASSOCIATION;
D O I
10.1111/j.1467-7652.2012.00699.x
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Next generation sequencing (NGS) technologies have revolutionized the pace and scale of genomics- and transcriptomics-based SNP discovery across different plant and animal species. Herein, 72-base paired-end Illumina sequencing was employed for high-throughput, parallel and large-scale SNP discovery in 41 growth-related candidate genes in Eucalyptus camaldulensis. Approximately 100 kb of genome from 96 individuals was amplified and sequenced using a hierarchical DNA/PCR pooling strategy and assembled over corresponding E. grandis reference. A total of 1191 SNPs (minimum 5% other allele frequency) were identified with an average frequency of 1 SNP/83.9 bp, whereas in exons and introns, it was 1 SNP/108.4 bp and 1 SNP/65.6 bp, respectively. A total of 75 insertions and 89 deletions were detected of which approximately 15% were exonic. Transitions (Tr) were in excess than transversions (Tv) (Tr/Tv: 1.89), but exceeded in exons (Tr/Tv: 2.73). In exons, synonymous SNPs (Ka) prevailed over the non-synonymous SNPs (Ks; average Ka/Ks ratio: 0.72, range: 03.00 across genes). Many of the exonic SNPs/indels had potential to change amino acid sequence of respective genes. Transcription factors appeared more conserved, whereas enzyme coding genes appeared under relaxed control. Further, 541 SNPs were classified into 196 equal frequency (EF) blocks with almost similar minor allele frequencies to facilitate selection of one tag-SNP/EF-block. There were 241 (approximately 20%) zero-SNP blocks with absence of SNPs in surrounding +/- 60 bp windows. The data thus indicated enormous extant and unexplored diversity in E. camaldulensis in the studied genes with potential applications for marker-trait associations.
引用
收藏
页码:646 / 656
页数:11
相关论文
共 59 条
[1]   From phenotypic to molecular polymorphisms involved in naturally occurring variation of plant development [J].
Alonso-Blanco, C ;
Mendez-Vigo, B ;
Koornneef, M .
INTERNATIONAL JOURNAL OF DEVELOPMENTAL BIOLOGY, 2005, 49 (5-6) :717-732
[2]   The El Dorado of Forestry: The Eucalyptus in India, South Africa, and Thailand, 1850-2000 [J].
Bennett, Brett M. .
INTERNATIONAL REVIEW OF SOCIAL HISTORY, 2010, 55 :27-50
[3]   Accurate whole human genome sequencing using reversible terminator chemistry [J].
Bentley, David R. ;
Balasubramanian, Shankar ;
Swerdlow, Harold P. ;
Smith, Geoffrey P. ;
Milton, John ;
Brown, Clive G. ;
Hall, Kevin P. ;
Evers, Dirk J. ;
Barnes, Colin L. ;
Bignell, Helen R. ;
Boutell, Jonathan M. ;
Bryant, Jason ;
Carter, Richard J. ;
Cheetham, R. Keira ;
Cox, Anthony J. ;
Ellis, Darren J. ;
Flatbush, Michael R. ;
Gormley, Niall A. ;
Humphray, Sean J. ;
Irving, Leslie J. ;
Karbelashvili, Mirian S. ;
Kirk, Scott M. ;
Li, Heng ;
Liu, Xiaohai ;
Maisinger, Klaus S. ;
Murray, Lisa J. ;
Obradovic, Bojan ;
Ost, Tobias ;
Parkinson, Michael L. ;
Pratt, Mark R. ;
Rasolonjatovo, Isabelle M. J. ;
Reed, Mark T. ;
Rigatti, Roberto ;
Rodighiero, Chiara ;
Ross, Mark T. ;
Sabot, Andrea ;
Sankar, Subramanian V. ;
Scally, Aylwyn ;
Schroth, Gary P. ;
Smith, Mark E. ;
Smith, Vincent P. ;
Spiridou, Anastassia ;
Torrance, Peta E. ;
Tzonev, Svilen S. ;
Vermaas, Eric H. ;
Walter, Klaudia ;
Wu, Xiaolin ;
Zhang, Lu ;
Alam, Mohammed D. ;
Anastasi, Carole .
NATURE, 2008, 456 (7218) :53-59
[4]  
Bhat P. R., 2002, Journal of Plantation Crops, V30, P13
[5]   Targeted single nucleotide polymorphism (SNP) discovery in a highly polyploid plant species using 454 sequencing [J].
Bundock, Peter C. ;
Eliott, Frances G. ;
Ablett, Gary ;
Benson, Adam D. ;
Casu, Rosanne E. ;
Aitken, Karen S. ;
Henry, Robert J. .
PLANT BIOTECHNOLOGY JOURNAL, 2009, 7 (04) :347-354
[6]   Genes for control of plant stature and form [J].
Busov, Victor B. ;
Brunner, Amy M. ;
Strauss, Steven H. .
NEW PHYTOLOGIST, 2008, 177 (03) :589-607
[7]   Nuclear RFLP variation in Eucalyptus camaldulensis Dehnh. from northern Australia [J].
Butcher, PA ;
Otero, A ;
McDonald, MW ;
Moran, GF .
HEREDITY, 2002, 88 (5) :402-412
[8]   Expression profile matrix of Arabidopsis transcription factor genes suggests their putative functions in response to environmental stresses [J].
Chen, WQ ;
Provart, NJ ;
Glazebrook, J ;
Katagiri, F ;
Chang, HS ;
Eulgem, T ;
Mauch, F ;
Luan, S ;
Zou, GZ ;
Whitham, SA ;
Budworth, PR ;
Tao, Y ;
Xie, ZY ;
Chen, X ;
Lam, S ;
Kreps, JA ;
Harper, JF ;
Si-Ammour, A ;
Mauch-Mani, B ;
Heinlein, M ;
Kobayashi, K ;
Hohn, T ;
Dangl, JL ;
Wang, X ;
Zhu, T .
PLANT CELL, 2002, 14 (03) :559-574
[9]   SNP frequency, haplotype structure and linkage disequilibrium in elite maize inbred lines [J].
Ching, A ;
Caldwell, KS ;
Jung, M ;
Dolan, M ;
Smith, OS ;
Tingey, S ;
Morgante, M ;
Rafalski, AJ .
BMC GENETICS, 2002, 3 (1)
[10]   Plant evolution and development in a post-genomic context [J].
Cronk, QCB .
NATURE REVIEWS GENETICS, 2001, 2 (08) :607-619