Skip to main content
Log in

Genome re-sequencing and bioinformatics analysis of a nutraceutical rice

  • Original Paper
  • Published:
Molecular Genetics and Genomics Aims and scope Submit manuscript

Abstract

The genomes of two rice cultivars, Nipponbare and 93-11, have been well studied. However, there is little available genetic information about nutraceutical rice cultivars. To remedy this situation, the present study aimed to provide a basic genetic landscape of nutraceutical rice. The genome of Black-1, a black pericarp rice containing higher levels of anthocyanins, flavonoids, and a more potent antioxidant capacity, was sequenced at ≥30 × coverage using Solexa sequencing technology. The complete sequences of Black-1 genome shared more consensus sequences with indica cultivar 93-11 than with Nipponbare. With reference to the 93-11 genome, Black-1 contained 675,207 single-nucleotide polymorphisms, 43,130 insertions and deletions (1–5 bp), 1,770 copy number variations, and 10,911 presence/absence variations. These variations were observed to reside preferentially in Myb domains, NB-ARC domains and kinase domains, providing clues to the diversity of biological functions or secondary metabolisms in this cultivar. Intriguingly, 496 unique genes were identified by comparing it with the genomes of these two rice varieties; among the genes, 119 genes participate in the biosynthesis of secondary metabolites. Furthermore, several unique genes were predicted to be involved in the anthocyanins synthesis pathway. The genome-wide landscape of Black-1 uncovered by this study represents a valuable resource for further studies and for breeding nutraceutical rice varieties.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

References

  • Brooks SA, Yan W, Jackson AK, Deren CW (2008) A natural mutation in rc reverts white-rice-pericarp to red and results in a new, dominant, wild-type allele: Rc-g. Theor Appl Genet 117:575–580

    Article  CAS  PubMed  Google Scholar 

  • Clark RM, Schweikert G, Toomajian C, Ossowski S, Zeller G, Shinn P, Warthmann N, Hu TT, Fu G, Hinds DA, Chen H, Frazer KA, Huson DH, Schölkopf B, Nordborg M, Rätsch G, Ecker JR, Weigel D (2007) Common sequence polymorphisms shaping genetic diversity in Arabidopsis thaliana. Science 317:338–342

    Article  CAS  PubMed  Google Scholar 

  • Dong YJ, Xu JL, Xiao K, Zhang YJ, Zhang JZ, Luo LJ, Matsuo M (2008) Genomic regions associated with the degree of red coloration in pericarp of rice (Oryza sativa L.). J Cereal Sci 48:556–560

    Article  CAS  Google Scholar 

  • Du H, Zhang L, Liu L, Tang XF, Yang WJ, Wu YM, Huang YB, Tang YX (2009) Biochemical and molecular characterization of plant MYB transcription factor family. Biochemistry (Mosc) 74:1–11

    Article  CAS  Google Scholar 

  • Eiko H, Kazuhiko N (2005) Red grain colour gene (R) of wheat is a Myb-type transcription factor. Euphytica 143:239–242

    Article  Google Scholar 

  • Engh RA, Bossemeyer D (2002) Structural aspects of protein kinase control-role of conformational flexibility. Pharmacol Ther 93:99–111

    Article  CAS  PubMed  Google Scholar 

  • Finn RD, Mistry J, Schuster-Böckler B, Griffiths-Jones S, Hollich V, Lassmann T, Moxon S, Marshall M, Khanna A, Durbin R, Eddy SR, Sonnhammer EL, Bateman A (2006) Pfam: clans, web tools and services. Nucleic Acids Res 34:D247–D251

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Finocchiaro F, Ferrari B, Gianinetti A (2010) A study of biodiversity of flavonoid content in the rice caryopsis evidencing simultaneous accumulation of anthocyanins and proanthocyanidins in a black-grained genotype. J Cereal Sci 51:28–34

    Article  CAS  Google Scholar 

  • Furukawa T, Maekawa M, Oki T, Suda T, Iida S, Shimada H, Takamure I, Kadowaki K (2007) The Rc and Rd genes are involved in proanthocyanidin synthesis in rice pericarp. Plant J 49:91–102

    Article  CAS  PubMed  Google Scholar 

  • Goffman FD, Bergman CJ (2004) Rice kernel phenolic content and its relationship with antiradical efficiency. J Sci Food Agric 10:1002–1007

    Google Scholar 

  • Hu JP, Reddy VS, Wessler SR (2000) The rice R gene family: two distinct subfamilies containing several miniature inverted-repeat transposable elements. Plant Mol Biol 42:667–678

    Article  CAS  PubMed  Google Scholar 

  • Huang X, Wei X, Sang T, Zhao Q, Feng Q, Zhao Y, Li C, Zhu C, Lu T, Zhang Z, Li M, Fan D, Guo Y, Wang A, Wang L, Deng L, Li W, Lu Y, Weng Q, Liu K, Huang T, Zhou T, Jing Y, Li W, Lin Z, Buckler ES, Qian Q, Zhang QF, Li J, Han B (2010) Genome-wide association studies of 14 agronomic traits in rice landraces. Nat Genet 42:961–967

    Article  CAS  PubMed  Google Scholar 

  • Huang X, Kurata N, Wei X, Wang ZX, Wang A, Zhao Q, Zhao Y, Liu K, Lu H, Li W, Guo Y, Lu Y, Zhou C, Fan D, Weng Q, Zhu C, Huang T, Zhang L, Wang Y, Feng L, Furuumi H, Kubo T, Miyabayashi T, Yuan X, Xu Q, Dong G, Zhan Q, Li C, Fujiyama A, Toyoda A, Lu T, Feng Q, Qian Q, Li J, Han B (2012) A map of rice genome variation reveals the origin of cultivated rice. Nature 490:497–501

    Article  CAS  PubMed  Google Scholar 

  • International Rice Genome Sequencing Project (2005) The map-based sequence of the rice genome. Nature 436:793–800

    Article  Google Scholar 

  • Kong S, Lee J (2010) Antioxidants in milling fractions of black rice cultivars. Food Chem 120:278–281

    Article  CAS  Google Scholar 

  • Lai J, Li R, Xu X, Jin W, Xu M, Zhao H, Xiang Z, Song W, Ying K, Zhang M, Jiao Y, Ni P, Zhang J, Li D, Guo X, Ye K, Jian M, Wang B, Zheng H, Liang H, Zhang X, Wang S, Chen S, Li J, Fu Y, Springer NM, Yang H, Wang J, Dai J, Schnable PS, Wang J (2010) Genome-wide patterns of genetic variation among elite maize inbred lines. Nat Genet 42:1027–1030

    Article  CAS  PubMed  Google Scholar 

  • Lam HM, Xu X, Liu X, Chen W, Yang G, Wong FL, Li MW, He W, Qin N, Wang B, Li J, Jian M, Wang J, Shao G, Wang J, Sun SS, Zhang G (2010) Resequencing of 31 wild and cultivated soybean genomes identifies patterns of genetic diversity and selection. Nat Genet 42:1053–1061

    Article  CAS  PubMed  Google Scholar 

  • Londo JP, Chiang YC, Hung KH, Chiang TY, Schaal BA (2006) Phylogeography of Asian wild rice, Oryza rufipogon, reveals multiple independent domestications of cultivated rice, Oryza sativa. Proc Natl Acad Sci USA 103:9578–9583

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • McNally KL, Childs KL, Bohnert R, Davidson RM, Zhao K, Ulat VJ, Zeller G, Clark RM, Hoen DR, Bureau TE, Stokowski R, Ballinger DG, Frazer KA, Cox DR, Padhukasahasram B, Bustamante CD, Weigel D, Mackill DJ, Bruskiewich RM, Rätsch G, Buell CR, Leung H, Leach JE (2009) Genomewide SNP variation reveals relationships among landraces and modern varieties of rice. Proc Natl Acad Sci USA 106:12273–12278

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Min B, Gu L, McClung AM, Bergman CJ, Chen MH (2012) Free and bound total phenolic concentrations, antioxidant capacities, and profiles of proanthocyanidins and anthocyanins in whole grain rice (Oryza sativa L.) of different bran colours. Food Chem 133:715–722

    Article  CAS  Google Scholar 

  • Oki T, Masuda M, Kobayashi M, Nishiba Y, Furuta S, Suda I, Sato T (2002) Polymeric procyanidins as radical-scavenging components in red-hulled rice. J Agric Food Chem 50:7524–7529

    Article  CAS  PubMed  Google Scholar 

  • Ouyang S, Zhu W, Hamilton J, Lin H, Campbell M, Childs K, Thibaud-Nissen F, Malek RL, Lee Y, Zheng L, Orvis J, Haas B, Wortman J, Buell CR (2007) The TIGR rice genome annotation resource: improvements and new features. Nucleic Acids Res 35:D883–D887

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Pan X, Zhang Q, Yan W, Jia M, Jackson A, Li X, Jia L, Huang B, Xu P, Correa-Victoria F, Li S (2012) Development of genetic markers linked to straighthead resistance through fine mapping in rice (Oryza sativa L.). PLoS One 7:e52540

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Reddy VS, Dash S, Reddy AR (1995) Anthocyanin pathway in rice (Oryza sativa L.): identification of a mutant showing dominant inhibition of anthocyanins in leaf and accumulation of proanthocyanidins in pericarp. Theor Appl Genet 91:301–312

    Article  CAS  PubMed  Google Scholar 

  • Reddy AM, Reddy VS, Scheffler BE, Wienand U, Reddy AR (2007) Novel transgenic rice overexpressing anthocyanidin synthase accumulates a mixture of flavonoids leading to an increased antioxidant potential. Metab Eng 9:95–111

    Article  CAS  PubMed  Google Scholar 

  • Rushton PJ, Somssich IE, Ringler P, Shen QJ (2010) WRKY transcription factors. Trends Plant Sci 15:247–258

    Article  CAS  PubMed  Google Scholar 

  • Saitoh K, Onishi K, Mikami I, Thidar K, Sano Y (2004) Allelic diversification at the C (OsC1) locus of wild and cultivated rice: nucleotide changes associated with phenotypes. Genetics 168:997–1007

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Shao Y, Jin L, Zhang G, Lu Y, Shen Y, Bao J (2011) Association mapping of grain color, phenolic content, flavonoid content and antioxidant capacity in dehulled rice. Theor Appl Genet 122:1005–1016

    Article  CAS  PubMed  Google Scholar 

  • Shen YJ, Jiang H, Jin JP, Zhang ZB, Xi B, He YY, Wang G, Wang C, Qian L, Li X, Yu QB, Liu HJ, Chen DH, Gao JH, Huang H, Shi TL, Yang ZN (2004) Development of genome wide DNA polymorphism database for map-based cloning of rice genes. Plant Physiol 135:1198–1205

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Shen Y, Jin L, Xiao P, Lu Y, Bao JS (2009) Total phenolics, flavonoids, antioxidant capacity in rice grain and their relations to grain color, size and weight. J Cereal Sci 49:106–111

    Article  CAS  Google Scholar 

  • Shih CH, Chu H, Tang LK, Sakamoto W, Maekawa M, Chu IK, Wang MF, Lo C (2008) Functional characterization of key structural genes in rice flavonoid biosynthesis. Planta 228:1043–1054

    Article  CAS  PubMed  Google Scholar 

  • Sompornpailin K, Makita Y, Yamazaki M, Saito K (2002) A WD-repeat-containing putative regulatory protein in anthocyanin biosynthesis in Perilla frutescens. Plant Mol Biol 50:485–495

    Article  CAS  PubMed  Google Scholar 

  • Spelt C, Quattrocchio F, Mol JNM, Koes R (2000) Anthocyanin1 of petunia encodes a basic helix–loop–helix protein that directly activates transcription of structural anthocyanin genes. Plant Cell 12:1619–1632

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Springer NM, Ying K, Fu Y, Ji T, Yeh CT, Jia Y, Wu W, Richmond T, Kitzman J, Rosenbaum H, Iniguez AL, Barbazuk WB, Jeddeloh JA, Nettleton D, Schnable PS (2009) Maize inbreds exhibit high levels of copy number variation (CNV) and presence/absence variation (PAV) in genome content. PLoS Genet 5:e1000734

    Article  PubMed Central  PubMed  Google Scholar 

  • Sweeney MT, Thomson MJ, Pfeil BE, McCouch S (2006) Caught red-handed: Rc encodes a basic helix–loop–helix protein conditioning red pericarp in rice. Plant Cell 18:283–294

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • van Ooijen G, Mayr G, Albrecht M, Cornelissen BJ, Takken FL (2008) Transcomplementation, but not physical association of the CC-NB-ARC and LRR domains of tomato R protein Mi-1.2 is altered by mutations in the ARC2 subdomain. Mol Plant 1:401–410

    Article  PubMed  Google Scholar 

  • Wang CX, Shu QY (2007) Fine mapping and candidate gene analysis of Pb in rice (Oryza sativa L.). Chin Sci Bull 52:2517–2523

    Google Scholar 

  • Wang J, Wang W, Li R, Li Y, Tian G, Goodman L, Fan W, Zhang J, Li J, Zhang J, Guo Y, Feng B, Li H, Lu Y, Fang X, Liang H, Du Z, Li D, Zhao Y, Hu Y, Yang Z, Zheng H, Hellmann I, Inouye M, Pool J, Yi X, Zhao J, Duan J, Zhou Y, Qin J, Ma L, Li G, Yang Z, Zhang G, Yang B, Yu C, Liang F, Li W, Li S, Li D, Ni P, Ruan J, Li Q, Zhu H, Liu D, Lu Z, Li N, Guo G, Zhang J, Ye J, Fang L, Hao Q, Chen Q, Liang Y, Su Y, San A, Ping C, Yang S, Chen F, Li L, Zhou K, Zheng H, Ren Y, Yang L, Gao Y, Yang G, Li Z, Feng X, Kristiansen K, Wong GK, Nielsen R, Durbin R, Bolund L, Zhang X, Li S, Yang H, Wang J (2008) The diploid genome sequence of an Asian individual. Nature 456:60–65

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Xie DY, Sharma SB, Paiva NL, Ferreira D, Dixon RA (2003) Role of anthocyanidin reductase, encoded by BANYULS in plant flavonoid biosynthesis. Science 299:396–399

    Article  CAS  PubMed  Google Scholar 

  • Xie XB, Feng Q, Yu HH, Huang XH, Zhao Q, Xing YZ, Yu SB, Han B, Zhang QF (2010) Parent-independent genotyping for constructing an ultrahigh-density linkage map based on population sequencing. Proc Natl Acad Sci USA 107:10578–10583

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Yu J, Hu S, Wang J, Wong GK, Li S, Liu B, Deng Y, Dai L, Zhou Y, Zhang X, Cao M, Liu J, Sun J, Tang J, Chen Y, Huang X, Lin W, Ye C, Tong W, Cong L, Geng J, Han Y, Li L, Li W, Hu G, Huang X, Li W, Li J, Liu Z, Li L, Liu J, Qi Q, Liu J, Li L, Li T, Wang X, Lu H, Wu T, Zhu M, Ni P, Han H, Dong W, Ren X, Feng X, Cui P, Li X, Wang H, Xu X, Zhai W, Xu Z, Zhang J, He S, Zhang J, Xu J, Zhang K, Zheng X, Dong J, Zeng W, Tao L, Ye J, Tan J, Ren X, Chen X, He J, Liu D, Tian W, Tian C, Xia H, Bao Q, Li G, Gao H, Cao T, Wang J, Zhao W, Li P, Chen W, Wang X, Zhang Y, Hu J, Wang J, Liu S, Yang J, Zhang G, Xiong Y, Li Z, Mao L, Zhou C, Zhu Z, Chen R, Hao B, Zheng W, Chen S, Guo W, Li G, Liu S, Tao M, Wang J, Zhu L, Yuan L, Yang H (2002) A draft sequence of the rice genome(Oryza sativa L. ssp. Indica). Science 296:79–92

    Article  CAS  PubMed  Google Scholar 

  • Zdobnov EM, Apweiler R (2001) InterProScan–an integration platform for the signature-recognition methods in InterPro. Bioinformatics 17:847–848

    Article  CAS  PubMed  Google Scholar 

  • Zhang PF, Wang YB, Zhang JB, Maddock SL, Snook M, Peterson T (2003) A maize QTL for silk maysin levels contains duplicated Myb-homologous genes which jointly regulate flavone biosynthesis. Plant Mol Biol 52:1–15

    Article  CAS  PubMed  Google Scholar 

  • Zhang L, Cheng Z, Qin R, Qiu Y, Wang JL, Cui X, Gu L, Zhang X, Guo X, Wang D, Jiang L, Wu CY, Wang H, Cao X, Wan J (2012) Identification and characterization of an epi-allele of FIE1 reveals a regulatory linkage between two epigenetic marks in rice. Plant Cell 24:4407–4421

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Zheng LY, Guo XS, He B, Sun LJ, Peng Y, Dong SS, Liu TF, Jiang S, Ramachandran S, Liu CM, Jing HC (2011) Genome-wide patterns of genetic variation in sweet and grain sorghum (Sorghum bicolor). Genome Biol 12:R114

    Article  PubMed Central  CAS  PubMed  Google Scholar 

Download references

Acknowledgments

This research was supported financially by the National Key Technology R&D Program (2013BAD01B05), the 948 Project of the Ministry of Agriculture (2011-Z59 and 2012-Z30), the Key Project of Science and Technology Cooperation of Fujian Province (2010I0001), the Science and Technology Project of the Education Department of Fujian Province (K8012053A), and the Major Science and Technology Projects of Fujian Province (2013NZ0002-2) in China. We thank BGI-Shenzhen for their help with the sequencing and annotation.

Conflict of interest

The authors declare no competing interest.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jingui Zheng.

Additional information

Communicated by B. Yang.

J. Lin and Z. Cheng contributed equally to this work.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (XLS 15 kb)

Supplementary material 2 (XLS 17 kb)

Supplementary material 3 (XLS 14 kb)

Supplementary material 4 (Q20 6087 kb)

Supplementary material 5 (Q20 3650 kb)

Supplementary material 6 (Q20 3869 kb)

Supplementary material 7 (Q20 3898 kb)

Supplementary material 8 (Q20 3530 kb)

Supplementary material 9 (Q20 4161 kb)

Supplementary material 10 (Q20 2960 kb)

Supplementary material 11 (Q20 3741 kb)

Supplementary material 12 (Q20 1679 kb)

Supplementary material 13 (Q20 3235 kb)

Supplementary material 14 (Q20 3977 kb)

Supplementary material 15 (Q20 3886 kb)

Supplementary material 16 (Q20 1509 kb)

Supplementary material 17 (SV 913 kb)

Supplementary material 18 (XLS 21 kb)

Supplementary material 19 (XLS 18 kb)

Supplementary material 20 (XLS 208 kb)

Supplementary material 21 (XLS 221 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Lin, J., Cheng, Z., Xu, M. et al. Genome re-sequencing and bioinformatics analysis of a nutraceutical rice. Mol Genet Genomics 290, 955–967 (2015). https://doi.org/10.1007/s00438-014-0964-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00438-014-0964-8

Keywords

Navigation