Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Protocol
  • Published:

Serial sequencing of isolength RAD tags for cost-efficient genome-wide profiling of genetic and epigenetic variations

Abstract

Isolength restriction site–associated DNA (isoRAD) sequencing is a very simple but powerful approach that was originally developed for genome-wide genotyping at minimal labor and cost, and it has recently extended its applicability to allow quantification of DNA methylation levels. The isoRAD method is distinct from other genotyping-by-sequencing (GBS) methods because of its use of special restriction enzymes to produce isolength tags (32–36 bp), and sequencing of these uniform tags can bring many benefits. However, the relatively short tags produced by the original protocol are mostly suited to single-end (SE) sequencing (36–50 bp), and therefore they cannot efficiently match the gradually increased sequencing capacity of next-generation sequencing (NGS) platforms. To address this issue, we describe an advanced protocol that allows the preparation of five concatenated isoRAD tags for Illumina paired-end (PE) sequencing (100–150 bp). The configuration of the five concatenated tags is highly flexible, and can be defined by users to work with a desired combination of samples and/or restriction enzymes to suit specific research purposes. In comparison with the original protocol, the advanced protocol has an additional digestion and ligation step, and library preparation can be completed in 8 h.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Figure 1: Schematic overview of the Multi-isoRAD and isoRAD procedures.
Figure 2: Representative gel images from the library preparation procedure.
Figure 3: Performance demonstration of the Multi-isoRAD protocol.

Similar content being viewed by others

Accession codes

Accessions

Sequence Read Archive

References

  1. Davey, J.W. et al. Genome-wide genetic marker discovery and genotyping using next-generation sequencing. Nat. Rev. Genet. 12, 499–510 (2011).

    Article  CAS  Google Scholar 

  2. Andrews, K.R., Good, J.M., Miller, M.R., Luikart, G. & Hohenlohe, P.A. Harnessing the power of RADseq for ecological and evolutionary genomics. Nat. Rev. Genet. 17, 81–92 (2016).

    Article  CAS  Google Scholar 

  3. Wang, S., Meyer, E., McKay, J.K. & Matz, M.V. 2b-RAD: a simple and flexible method for genome-wide genotyping. Nat. Methods 9, 808–810 (2012).

    Article  CAS  Google Scholar 

  4. Wang, S. et al. MethylRAD: a simple and scalable method for genome-wide DNA methylation profiling using methylation-dependent restriction enzymes. Open Biol. 5, 150130 (2015).

    Article  Google Scholar 

  5. Puritz, J.B. et al. Demystifying the RAD fad. Mol. Ecol. 23, 5937–5942 (2014).

    Article  CAS  Google Scholar 

  6. Graham, C.F. et al. Impacts of degraded DNA on restriction enzyme associated DNA sequencing (RADSeq). Mol. Ecol. Resour. 15, 1304–1315 (2015).

    Article  CAS  Google Scholar 

  7. Guo, Y. et al. The effect of strand bias in Illumina short-read sequencing data. BMC Genomics 13, 666 (2012).

    Article  CAS  Google Scholar 

  8. Jiao, W. et al. High-resolution linkage and quantitative trait locus mapping aided by genome survey sequencing: building up an integrative genomic framework for a bivalve mollusc. DNA Res. 21, 85–101 (2014).

    Article  CAS  Google Scholar 

  9. Cui, Z. et al. High density linkage mapping aided by transcriptomics documents ZW sex determination system in the Chinese mitten crab Eriocheir sinensis. Heredity 115, 206–215 (2015).

    Article  CAS  Google Scholar 

  10. Dixon, G.B. et al. Genomic determinants of coral heat tolerance across latitudes. Science 348, 1460–1462 (2015).

    Article  CAS  Google Scholar 

  11. Fu, B., Liu, H., Yu, X. & Tong, J. A high-density genetic map and growth related QTL mapping in bighead carp (Hypophthalmichthys nobilis). Sci. Rep. 6, 28679 (2016).

    Article  CAS  Google Scholar 

  12. Hui, M. et al. Identification of genomic regions and candidate genes associated with growth of Eriocheir Sinensis by QTL mapping and marker annotation. Aquac. Res. http://dx.doi.org/10.1111/are.12878.

  13. Des Marais, D.L., Razzaque, S., Hernandez, K.M., Garvin, D.F. & Juenger, T.E. Quantitative trait loci associated with natural diversity in water-use efficiency and response to soil drying in Brachypodium distachyon. Plant Sci. 251, 2–11 (2016).

    Article  CAS  Google Scholar 

  14. Pecoraro, C. et al. Methodological assessment of 2b-RAD genotyping technique for population structure inferences in yellowfin tuna (Thunnus albacares). Mar. Genomics 25, 43–48 (2016).

    Article  Google Scholar 

  15. Blanco-Bercial, L. & Bucklin, A. New view of population genetics of zooplankton: RAD-seq analysis reveals population structure of the North Atlantic planktonic copepod Centropages typicus. Mol. Ecol. 25, 1566–1580 (2016).

    Article  CAS  Google Scholar 

  16. Howells, E.J., Abrego, D., Meyer, E., Kirk, N.L. & Burt, J.A. Host adaptation and unexpected symbiont partners enable reef-building corals to tolerate extreme temperatures. Global Change Biol. 22, 2702–2714 (2016).

    Article  Google Scholar 

  17. Xu, T. et al. Genome-wide discovery of single nucleotide polymorphisms (SNPs) and single nucleotide variants (SNVs) in deep-sea mussels: Potential use in population genomics and cross-species application. Deep-Sea Res. II http://dx.doi.org/10.1016/j.dsr2.2016.03.011.

  18. Seetharam, A.S. & Stuart, G.W. Whole genome phylogeny for 21 Drosophila species using predicted 2b-RAD fragments. PeerJ 1, e226 (2013).

    Article  Google Scholar 

  19. Dou, J. et al. Evaluation of the 2b-RAD method for genomic selection in scallop breeding. Sci. Rep. 5, 19244 (2016).

    Article  Google Scholar 

  20. Pauletto, M. et al. Extending RAD tag analysis to microbial ecology: a comparison between MultiLocus Sequence Typing (MLST) and 2b-RAD to investigate Listeria monocytogenes genetic structure. Mol. Ecol. Resour. 16, 823–835 (2016).

    Article  CAS  Google Scholar 

  21. Barfield, S., Aglyamova, G.V. & Matz, M.V. Evolutionary origins of germline segregation in Metazoa evidence for a germ stem cell lineage in the coral Orbicella faveolata (Cnidaria, Anthozoa). Proc. Biol. Sci. 283, 20152128 (2016).

    Article  Google Scholar 

  22. Marshall, J.J.T., Gowers, D.M. & Halford, S.E. Restriction endonucleases that bridge and excise two recognition sites from DNA. J. Mol. Biol. 367, 419–431 (2007).

    Article  CAS  Google Scholar 

  23. Cohen-Karni, D. et al. The MspJI family of modification-dependent restriction endonucleases for epigenetic studies. Proc. Natl. Acad. Sci. USA 108, 11040–11045 (2011).

    Article  CAS  Google Scholar 

  24. Catchen, J., Hohenlohe, P.A., Bassham, S., Amores, A. & Cresko, W.A. Stacks: an analysis tool set for population genomics. Mol. Ecol. 22, 3124–3140 (2013).

    Article  Google Scholar 

  25. Fu, X. et al. RADtyping: an integrated package for accurate de novo codominant and dominant RAD genotyping in mapping populations. PLoS One 8, e79960 (2013).

    Article  Google Scholar 

  26. Dou, J. et al. Reference-free SNP calling: Improved accuracy by preventing incorrect calls from repetitive genomic regions. Biol. Direct 7, 17 (2012).

    Article  CAS  Google Scholar 

  27. Puritz, J.B., Hollenbeck, C.M. & Gold, J.R. dDocent: a RADseq, variant-calling pipeline designed for population genomics of non-model organisms. PeerJ 2, e431 (2014).

    Article  Google Scholar 

  28. Tengs, T. et al. Genomic representations using concatenates of Type IIB restriction endonuclease digestion fragments. Nucleic Acids Res. 32, e121 (2004).

    Article  Google Scholar 

Download references

Acknowledgements

The isoRAD methodology and the advanced version described here were developed under grants from the National Natural Science Foundation of China (grant 31322055), the National High Technology Research and Development Program of China (863 Program; grant 2012AA10A405), the Natural Science Foundation for Distinguished Young Scholars of Shandong Province of China (grant JQ201308), and the AoShan Talents Program, supported by Qingdao National Laboratory for Marine Science and Technology (no. 2015ASTP-ES02), to S.W. and from the National Natural Science Foundation of China (grant 31630081) to Z.B.

Author information

Authors and Affiliations

Authors

Contributions

S.W. and Z.B. conceived and designed the protocol; S.W., P.L., J.L., T.C., Y.X. and H.S. participated in testing and optimizing the protocol; Y.L. developed bioinformatic scripts; and S.W., P.L., L.Z. and X.H. participated in data analysis; S.W., P.L., L.Z., X.H. and Z.B. wrote the manuscript. All authors read and approved the final manuscript.

Corresponding authors

Correspondence to Shi Wang or Zhenmin Bao.

Ethics declarations

Competing interests

The authors declare no competing financial interests.

Supplementary information

Supplementary Tables

Supplementary Tables 1–5, References (PDF 251 kb)

Supplementary Data

Bioinformatic scripts for preprocessing of Multi-isoRAD sequencing data. (ZIP 148 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Wang, S., Liu, P., Lv, J. et al. Serial sequencing of isolength RAD tags for cost-efficient genome-wide profiling of genetic and epigenetic variations. Nat Protoc 11, 2189–2200 (2016). https://doi.org/10.1038/nprot.2016.133

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/nprot.2016.133

This article is cited by

Comments

By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate.

Search

Quick links

Nature Briefing

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing