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.

  • Brief Communication
  • Published:

Efficient and quantitative high-throughput tRNA sequencing

Abstract

Despite its biological importance, tRNA has not been adequately sequenced by standard methods because of its abundant post-transcriptional modifications and stable structure, which interfere with cDNA synthesis. We achieved efficient and quantitative tRNA sequencing in HEK293T cells by using engineered demethylases to remove base methylations and a highly processive thermostable group II intron reverse transcriptase to overcome these obstacles. Our method, DM-tRNA-seq, should be applicable to investigations of tRNA in all organisms.

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: Demethylase-thermostable group II intron RT tRNA sequencing (DM-tRNA-seq).
Figure 2: Sequencing results.

Similar content being viewed by others

Accession codes

Primary accessions

Gene Expression Omnibus

Referenced accessions

Protein Data Bank

References

  1. Wang, Z., Gerstein, M. & Snyder, M. Nat. Rev. Genet. 10, 57–63 (2009).

    Article  CAS  Google Scholar 

  2. Pang, Y.L., Abo, R., Levine, S.S. & Dedon, P.C. Nucleic Acids Res. 42, e170 (2014).

    Article  Google Scholar 

  3. Kirchner, S. & Ignatova, Z. Nat. Rev. Genet. 16, 98–112 (2015).

    Article  CAS  Google Scholar 

  4. Abbott, J.A., Francklyn, C.S. & Robey-Bond, S.M. Front. Genet. 5, 158 (2014).

    Article  Google Scholar 

  5. Trewick, S.C., Henshaw, T.F., Hausinger, R.P., Lindahl, T. & Sedgwick, B. Nature 419, 174–178 (2002).

    Article  CAS  Google Scholar 

  6. Falnes, P.Ø., Johansen, R.F. & Seeberg, E. Nature 419, 178–182 (2002).

    Article  CAS  Google Scholar 

  7. Zheng, G., Fu, Y. & He, C. Chem. Rev. 114, 4602–4620 (2014).

    Article  CAS  Google Scholar 

  8. Katibah, G.E. et al. Proc. Natl. Acad. Sci. USA 111, 12025–12030 (2014).

    Article  CAS  Google Scholar 

  9. Shen, P.S. et al. Science 347, 75–78 (2015).

    Article  CAS  Google Scholar 

  10. Mohr, S. et al. RNA 19, 958–970 (2013).

    Article  CAS  Google Scholar 

  11. Goodenbour, J.M. & Pan, T. Nucleic Acids Res. 34, 6137–6146 (2006).

    Article  CAS  Google Scholar 

  12. Chan, P.P. & Lowe, T.M. Nucleic Acids Res. 37, D93–D97 (2009).

    Article  CAS  Google Scholar 

  13. Dittmar, K.A., Goodenbour, J.M. & Pan, T. PLoS Genet. 2, e221 (2006).

    Article  Google Scholar 

  14. Gingold, H. et al. Cell 158, 1281–1292 (2014).

    Article  CAS  Google Scholar 

  15. Pavon-Eternod, M. et al. Nucleic Acids Res. 37, 7268–7280 (2009).

    Article  CAS  Google Scholar 

  16. Horton, R. et al. Nat. Rev. Genet. 5, 889–899 (2004).

    Article  CAS  Google Scholar 

  17. Holland, P.J. & Hollis, T. PLoS ONE 5, e8680 (2010).

    Article  Google Scholar 

  18. Yu, B. et al. Nature 439, 879–884 (2006).

    Article  CAS  Google Scholar 

  19. Mishina, Y., Chen, L.X. & He, C. J. Am. Chem. Soc. 126, 16930–16936 (2004).

    Article  CAS  Google Scholar 

  20. Zheng, G. et al. Mol. Cell 49, 18–29 (2013).

    Article  CAS  Google Scholar 

Download references

Acknowledgements

This work was supported by US National Institutes of Health (NIH) grant DP1GM105386 to T.P., NIH grants R01GM37949 and GM37951 to A.M.L., K01HG006699 to Q.D., NIH MCB Training Grant (T32GM007183) to W.C.C. and a Chicago Biomedical Consortium Postdoctoral Research Grant Award to G.Z. We thank L. Zhang, W.J. Chen and I.A. Gagnon for technical assistance. C.H. is supported by Howard Hughes Medical Institute as an investigator.

Author information

Authors and Affiliations

Authors

Contributions

G.Z., Y.Q., W.C.C., Q.D., A.M.L. and T.P. designed and performed experiments and analyzed data. G.Z. and T.P. conceived the project. G.Z., C.Y. and C.H. designed the demethylase constructs. G.Z., Y.Q., W.C.C., A.M.L. and T.P. wrote the paper.

Corresponding authors

Correspondence to Alan M Lambowitz or Tao Pan.

Ethics declarations

Competing interests

Thermostable group II intron reverse transcriptase (TGIRT) enzymes and methods for their use are the subject of patents and patent applications that have been licensed by the University of Texas at Austin and East Tennessee State University to InGex, LLC. A.M.L. and the University of Texas are minority equity holders in InGex, LLC, and A.M.L. and other present and former members of the Lambowitz laboratory receive royalty payments from sales of TGIRT enzymes and licensing of intellectual property.

Integrated supplementary information

Supplementary Figure 1 Development of DM-tRNA-seq.

(a) View of AlkB active site stereochemistry models with m1G coordination based on Protein data bank (PDB) ID 3KHC and 3BIE. Bottom left shows m1G bound wtAlkB while bottom right shows m1G bound by the D135S mutant. The mutated amino acid is indicated in red. (b) Demethylation efficiency of proteins towards modifications. tRNAs were treated with equimolar AlkB (pink), equimolar D135S (cyan), or a mix of both AlkB and D135S (tRNA: AlkB: D135S = 1:1:1) at pH 5. Demethylation fractions of m1A (top) and m1G (bottom) were subsequently analyzed. (c) The pH-activity profiles for demethylation reactions of m1A and m1G in tRNA by a mix of wtAlkB and D135S. (d) The protein ratio profiles for demethylation reactions of m1A and m1G. tRNA was incubated with equimolar wtAlkB with varying folds of D135S as indicated in the figure, since wtAlkB has already been shown to efficiently demethylate m1A. All the demethylation experiments shown were carried out in triplicate; error bar, n = 3 ± SD.

Supplementary Figure 2 DM-tRNA-seq mapping.

(a) Total reads, mapped reads, and mapped rate for 4 sets of biological replicates. (b) Compare added internal tRNA standards and total reads; error bar, n = 4 ± SD. Despite the wide variations of total reads in each sample, reads of the standards are very similar, indicating that the read variations among individual samples do not reflect the variations in tRNA abundance, rather, they were derived from variations in sample handling and efficiency of enzyme reactions in each sample.

Supplementary Figure 3 Replicate sequencing plots.

(a) Purified tRNA, untreated. (b) Purified tRNA, +demethylases. (c) Total RNA, untreated. (d) Total RNA, +demethylases.

Supplementary Figure 4 Chromosome 6 tRNA isodecoder expression.

Among all human chromosomes, Chr. 6 contains the highest number of annotated tRNA genes (166), plus 9 tRNA pseudogenes. Of these 175 genes/pseudogenes, 157 are clustered within a ~2.7 Mbp region next to the class I MHC genes. We were able to determine the expression of 131 genes/pseudogenes because of their unique sequences among themselves or among other Chr.6 tRNA genes. The other 44 genes have the same sequence as one or more tRNA genes located in other chromosomes. (a) Untreated. Arrow points to the expanded region containing the tRNA gene cluster within the 2.7 Mbp region. The number of tRNA genes that can be uniquely analyzed is indicated: 117 in the 2.7 Mbp region, and 14 outside this region. (b) Plus demethylase treatment.

Supplementary information

Supplementary Text and Figures

Supplementary Figures 1–4 (PDF 341 kb)

Source data

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zheng, G., Qin, Y., Clark, W. et al. Efficient and quantitative high-throughput tRNA sequencing. Nat Methods 12, 835–837 (2015). https://doi.org/10.1038/nmeth.3478

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/nmeth.3478

This article is cited by

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