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.

  • Perspective
  • Published:

Strategies for developing DNA-encoded libraries beyond binding assays

Abstract

DNA-encoded chemical libraries (DELs) have emerged as a powerful technology in drug discovery. The wide adoption of DELs in the pharmaceutical industry and the rapid advancements of DEL-compatible chemistry have further fuelled its development and applications. In general, a DEL has been considered as a massive binding assay to identify physical binders for individual protein targets. However, recent innovations demonstrate the capability of DELs to operate in the complex milieu of biological systems. In this Perspective, we discuss the recent progress in using DNA-encoded chemical libraries to interrogate complex biological targets and their potential to identify structures that elicit function or possess other useful properties. Future breakthroughs in these aspects are expected to catapult DEL to become a momentous technology platform not only for drug discovery but also to explore fundamental biology.

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

Fig. 1: General scheme and key considerations in realizing functional DEL assays.
Fig. 2: In-solution selection methods.
Fig. 3: Methods for DEL selections in cell lysates and on live cells.
Fig. 4: Strategies to deliver DELs into live cells for intracellular selections.
Fig. 5: Strategies for functional DEL assays.
Fig. 6: OBOC–DELs enable novel functional DEL assays.
Fig. 7: Strategies to combine DEL with PROTAC.

Similar content being viewed by others

References

  1. McCafferty, J., Griffiths, A. D., Winter, G. & Chiswell, D. J. Phage antibodies: filamentous phage displaying antibody variable domains. Nature 348, 552–554 (1990).

    Article  CAS  PubMed  Google Scholar 

  2. Wilson, D. S., Keefe, A. D. & Szostak, J. W. The use of mRNA display to select high-affinity protein-binding peptides. Proc. Natl Acad. Sci. USA 98, 3750–3755 (2001).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Boder, E. T. & Wittrup, K. D. Yeast surface display for screening combinatorial polypeptide libraries. Nat. Biotechnol. 15, 553–557 (1997).

    Article  CAS  PubMed  Google Scholar 

  4. Hanes, J. & Plückthun, A. In vitro selection and evolution of functional proteins by using ribosome display. Proc. Natl Acad. Sci. USA 94, 4937–4942 (1997).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Neri, D. & Lerner, R. A. DNA-encoded chemical libraries: a selection system based on endowing organic compounds with amplifiable information. Annu. Rev. Biochem. 87, 479–502 (2018).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. Patel, S., Badir, S. O. & Molander, G. A. Developments in photoredox-mediated alkylation for DNA-encoded libraries. Trends Chem. 3, 161–175 (2021).

    Article  CAS  PubMed  Google Scholar 

  7. Fitzgerald, P. R. & Paegel, B. M. DNA-encoded chemistry: drug discovery from a few good reactions. Chem. Rev. 121, 7155–7177 (2021).

    Article  CAS  PubMed  Google Scholar 

  8. Dickson, P. & Kodadek, T. Chemical composition of DNA-encoded libraries, past present and future. Org. Biomol. Chem. 17, 4676–4688 (2019).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  9. Conole, D., J, H. H. & M, J. W. The maturation of DNA encoded libraries: opportunities for new users. Future Med. Chem. 13, 173–191 (2021).

    Article  CAS  PubMed  Google Scholar 

  10. Flood, D. T. et al. DNA encoded libraries: a visitor’s guide. Isr. J. Chem. 60, 268–280 (2020).

    Article  CAS  Google Scholar 

  11. Götte, K., Chines, S. & Brunschweiger, A. Reaction development for DNA-encoded library technology: from evolution to revolution? Tetrahedron Lett. 61, 151889 (2020).

    Article  Google Scholar 

  12. Lerner, R. A. & Brenner, S. DNA-encoded compound libraries as open source: a powerful pathway to new drugs. Angew. Chem. Int. Ed. 56, 1164–1165 (2017).

    Article  CAS  Google Scholar 

  13. Brenner, S. & Lerner, R. A. Encoded combinatorial chemistry. Proc. Natl Acad. Sci. USA 89, 5381–5383 (1992).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Nielsen, J., Brenner, S. & Janda, K. D. Synthetic methods for the implementation of encoded combinatorial chemistry. J. Am. Chem. Soc. 115, 9812–9813 (1993).

    Article  CAS  Google Scholar 

  15. Needels, M. C. et al. Generation and screening of an oligonucleotide-encoded synthetic peptide library. Proc. Natl Acad. Sci. USA 90, 10700–10704 (1993).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. Melkko, S., Scheuermann, J., Dumelin, C. E. & Neri, D. Encoded self-assembling chemical libraries. Nat. Biotechnol. 22, 568–574 (2004).

    Article  CAS  PubMed  Google Scholar 

  17. Gartner, Z. J. et al. DNA-templated organic synthesis and selection of a library of macrocycles. Science 305, 1601–1605 (2004).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. Halpin, D. R. & Harbury, P. B. DNA display I. Sequence-encoded routing of DNA populations. PLoS Biol. 2, 1015–1021 (2004).

    Article  CAS  Google Scholar 

  19. Debaene, F., Mejias, L., Harris, J. L. & Winssinger, N. Synthesis of a PNA-encoded cysteine protease inhibitor library. Tetrahedron 60, 8677–8690 (2004).

    Article  CAS  Google Scholar 

  20. Clark, M. A. et al. Design, synthesis and selection of DNA-encoded small-molecule libraries. Nat. Chem. Biol. 5, 647–654 (2009).

    Article  CAS  PubMed  Google Scholar 

  21. Song, M. & Hwang, G. T. DNA-encoded library screening as a core platform technology in drug discovery. Its synthetic method development and applications in DEL synthesis. J. Med. Chem. 63, 6578–6599 (2020).

    Article  CAS  PubMed  Google Scholar 

  22. Wichert, M. et al. Dual-display of small molecules enables the discovery of ligand pairs and facilitates affinity maturation. Nat. Chem. 7, 241–249 (2015).

    Article  CAS  PubMed  Google Scholar 

  23. Daguer, J. P. et al. DNA display of fragment pairs as a tool for the discovery of novel biologically active small molecules. Chem. Sci. 6, 739–744 (2015).

    Article  CAS  PubMed  Google Scholar 

  24. Daguer, J. P. et al. DNA-templated combinatorial assembly of small molecule fragments amenable to selection/amplification cycles. Chem. Sci. 2, 625–632 (2011).

    Article  CAS  Google Scholar 

  25. Barluenga, S. et al. Novel PTP1B inhibitors identified by DNA display of fragment pairs. Bioorg. Med. Chem. Lett. 26, 1080–1085 (2016).

    Article  CAS  PubMed  Google Scholar 

  26. Reddavide, F. V., Lin, W., Lehnert, S. & Zhang, Y. DNA-encoded dynamic combinatorial chemical libraries. Angew. Chem. Int. Ed. 54, 7924–7928 (2015).

    Article  CAS  Google Scholar 

  27. Reddavide, F. V. et al. Second generation DNA-encoded dynamic combinatorial chemical libraries. Chem. Commun. 55, 3753–3756 (2019).

    Article  CAS  Google Scholar 

  28. Li, G. et al. Design, preparation, and selection of DNA-encoded dynamic libraries. Chem. Sci. 6, 7097–7104 (2015).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  29. Zhou, Y. et al. DNA-encoded dynamic chemical library and its applications in ligand discovery. J. Am. Chem. Soc. 140, 15859–15867 (2018).

    Article  CAS  PubMed  Google Scholar 

  30. Deng, Y. et al. Selection of DNA-encoded dynamic chemical libraries for direct inhibitor discovery. Angew. Chem. Int. Ed. 59, 14965–14972 (2020).

    Article  CAS  Google Scholar 

  31. Farrera-Soler, L. et al. PNA-based dynamic combinatorial libraries (PDCL) and screening of lectins. Bioorg. Med. Chem. 28, 115458 (2020).

    Article  CAS  PubMed  Google Scholar 

  32. Machida, T. et al. Dynamic cooperative glycan assembly blocks the binding of bacterial lectins to epithelial cells. Angew. Chem. Int. Ed. 56, 6762–6766 (2017).

    Article  CAS  Google Scholar 

  33. Lenci, E., Baldini, L. & Trabocchi, A. Diversity-oriented synthesis as a tool to expand the chemical space of DNA-encoded libraries. Biorg. Med. Chem. 41, 116218 (2021).

    Article  CAS  Google Scholar 

  34. Guasch, L., Reutlinger, M., Stoffler, D. & Wichert, M. Augmenting chemical space with DNA-encoded library technology and machine learning. Chimia 75, 105–107 (2021).

    Article  CAS  PubMed  Google Scholar 

  35. Martin, A., Nicolaou, C. A. & Toledo, M. A. Navigating the DNA encoded libraries chemical space. Commun. Chem. 3, 127 (2020).

    Article  CAS  Google Scholar 

  36. McCloskey, K. et al. Machine learning on DNA-encoded libraries: a new paradigm for hit finding. J. Med. Chem. 63, 8857–8866 (2020).

    Article  CAS  PubMed  Google Scholar 

  37. Bobers, J. et al. Design of an automated reagent-dispensing system for reaction screening and validation with DNA-tagged substrates. ACS Comb. Sci. 22, 101–108 (2020).

    Article  CAS  PubMed  Google Scholar 

  38. Castanon, J. et al. Design and development of a technology platform for DNA-encoded library production and affinity selection. SLAS Discov. 23, 387–396 (2018).

    Article  CAS  PubMed  Google Scholar 

  39. MacConnell, A. B., McEnaney, P. J., Cavett, V. J. & Paegel, B. M. DNA-encoded solid-phase synthesis: encoding language design and complex oligomer library synthesis. ACS Comb. Sci. 17, 518–534 (2015).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  40. Cochrane, W. G. et al. Activity-based DNA-encoded library screening. ACS Comb. Sci. 21, 425–435 (2019).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  41. Hackler, A. L. et al. Off-DNA DNA-encoded library affinity screening. ACS Comb. Sci. 22, 25–34 (2020).

    Article  CAS  PubMed  Google Scholar 

  42. Shin, M. H., Lee, K. J. & Lim, H. S. DNA-encoded combinatorial library of macrocyclic peptoids. Bioconjug. Chem. 30, 2931–2938 (2019).

    Article  CAS  PubMed  Google Scholar 

  43. Mendes, K. R. et al. High-throughput identification of DNA-encoded IgG ligands that distinguish active and latent Mycobacterium tuberculosis infections. ACS Chem. Biol. 12, 234–243 (2017).

    Article  CAS  PubMed  Google Scholar 

  44. Arico-Muendel, C. C. From haystack to needle: finding value with DNA encoded library technology at GSK. MedChemComm 7, 1898–1909 (2016).

    Article  CAS  Google Scholar 

  45. Belyanskaya, S. L. et al. Discovering drugs with DNA-encoded library technology: from concept to clinic with an inhibitor of soluble epoxide hydrolase. ChemBioChem 18, 837–842 (2017).

    Article  CAS  PubMed  Google Scholar 

  46. Harris, P. A. et al. Discovery of a first-in-class receptor Interacting protein 1 (RIP1) kinase specific clinical candidate (GSK2982772) for the treatment of inflammatory diseases. J. Med. Chem. 60, 1247–1261 (2017).

    Article  CAS  PubMed  Google Scholar 

  47. Cuozzo, J. W. et al. Novel autotaxin inhibitor for the treatment of idiopathic pulmonary fibrosis: a clinical candidate discovered using DNA-encoded chemistry. J. Med. Chem. 63, 7840–7856 (2020).

    Article  CAS  PubMed  Google Scholar 

  48. Ahn, S. et al. Allosteric ‘beta-blocker’ isolated from a DNA-encoded small molecule library. Proc. Natl Acad. Sci. USA 114, 1708–1713 (2017).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  49. Ahn, S. et al. Small-molecule positive allosteric modulators of the beta2-adrenoceptor isolated from DNA-encoded libraries. Mol. Pharmacol. 94, 850–861 (2018).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  50. Brown, D. G. et al. Agonists and antagonists of protease-activated receptor 2 discovered within a DNA-encoded chemical library using mutational stabilization of the target. SLAS Discov. 23, 429–436 (2018).

    Article  CAS  PubMed  Google Scholar 

  51. Figuerola-Conchas, A. et al. Small-molecule modulators of the ATPase VCP/p97 affect specific p97 cellular functions. ACS Chem. Biol. 15, 243–253 (2020).

    Article  CAS  PubMed  Google Scholar 

  52. Satz, A. L., Kuai, L. & Peng, X. Selections and screenings of DNA-encoded chemical libraries against enzyme and cellular targets. Bioorg. Med. Chem. Lett. 39, 127851 (2021).

    Article  CAS  PubMed  Google Scholar 

  53. Kodadek, T., Paciaroni, N. G., Balzarini, M. & Dickson, P. Beyond protein binding: recent advances in screening DNA-encoded libraries. Chem. Commun. 55, 13330–13341 (2019).

    Article  CAS  Google Scholar 

  54. Goodnow R. A. Jr A Handbook for DNA-Encoded Chemistry: Theory and Applications for Exploring Chemical Space and Drug Discovery (John Wiley & Sons, 2014).

  55. Reiher, C. A., Schuman, D. P., Simmons, N. & Wolkenberg, S. E. Trends in hit-to-lead optimization following DNA-encoded library screens. ACS Med. Chem. Lett. 12, 343–350 (2021).

    Article  CAS  PubMed  Google Scholar 

  56. Shi, Y. et al. DNA-encoded libraries (DELs): a review of on-DNA chemistries and their output. RSC Adv. 11, 2359–2376 (2021).

    Article  CAS  Google Scholar 

  57. Kunig, V. B. K., Potowski, M., Klika Skopic, M. & Brunschweiger, A. Scanning protein surfaces with DNA-encoded libraries. ChemMedChem 16, 1048–1062 (2021).

    Article  CAS  PubMed  Google Scholar 

  58. Madsen, D. et al. An overview of DNA-encoded libraries: a versatile tool for drug discovery. Prog. Med. Chem. 59, 181–249 (2020).

    Article  PubMed  Google Scholar 

  59. Gironda-Martínez, A., Donckele, E. J., Samain, F. & Neri, D. DNA-encoded chemical libraries: a comprehensive review with successful stories and future challenges. ACS Pharmacol. Trans. Sci. 4, 1265–1279 (2021).

    Article  Google Scholar 

  60. Li, Y., Zimmermann, G., Scheuermann, J. & Neri, D. Quantitative PCR is a valuable tool to monitor the performance of DNA-encoded chemical library selections. ChemBioChem 18, 848–852 (2017).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  61. Sannino, A. et al. Quantitative assessment of affinity selection performance by using DNA-encoded chemical libraries. ChemBioChem 20, 955–962 (2019).

    Article  CAS  PubMed  Google Scholar 

  62. Kim, D. et al. Application of a substrate-mediated selection with c-Src tyrosine kinase to a DNA-encoded chemical library. Molecules 24, 2764 (2019).

    Article  PubMed Central  Google Scholar 

  63. Denton, K. E. & Krusemark, C. J. Crosslinking of DNA-linked ligands to target proteins for enrichment from DNA-encoded libraries. MedChemComm 7, 2020–2027 (2016).

    Article  CAS  PubMed  Google Scholar 

  64. Sannino, A. et al. Critical evaluation of photo-cross-linking parameters for the implementation of efficient DNA-encoded chemical library selections. ACS Comb. Sci. 22, 204–212 (2020).

    Article  CAS  PubMed  Google Scholar 

  65. Chen, Q. et al. Exploring the lower limit of individual DNA-encoded library molecules in selection. SLAS Discov. 25, 523–529 (2020).

    Article  PubMed  Google Scholar 

  66. Andrade, H. et al. Using a PCR-based method to analyze and model large, heterogeneous populations of DNA. ChemBioChem 21, 1144–1149 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  67. Satz, A. L. DNA encoded library selections and insights provided by computational simulations. ACS Chem. Biol. 10, 2237–2245 (2015).

    Article  CAS  PubMed  Google Scholar 

  68. Satz, A. L., Hochstrasser, R. & Petersen, A. C. Analysis of current DNA encoded library screening data indicates higher false negative rates for numerically larger libraries. ACS Comb. Sci. 19, 234–238 (2017).

    Article  CAS  PubMed  Google Scholar 

  69. McGregor, L. M., Jain, T. & Liu, D. R. Identification of ligand–target pairs from combined libraries of small molecules and unpurified protein targets in cell lysates. J. Am. Chem. Soc. 136, 3264–3270 (2014).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  70. Chan, A. I., McGregor, L. M., Jain, T. & Liu, D. R. Discovery of a covalent kinase inhibitor from a DNA-encoded small-molecule library × protein library selection. J. Am. Chem. Soc. 139, 10192–10195 (2017).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  71. Blakskjaer, P., Heitner, T. & Hansen, N. J. Fidelity by design: YoctoReactor and binder trap enrichment for small-molecule DNA-encoded libraries and drug discovery. Curr. Opin. Chem. Biol. 26, 62–71 (2015).

    Article  CAS  PubMed  Google Scholar 

  72. Petersen, L. K. et al. Novel p38 alpha MAP kinase inhibitors identified from YoctoReactor DNA-encoded small molecule library. MedChemComm 7, 1332–1339 (2016).

    Article  CAS  Google Scholar 

  73. Petersen, L. K. et al. Screening of DNA-encoded small molecule libraries inside a living cell. J. Am. Chem. Soc. 143, 2751–2756 (2021).

    Article  CAS  PubMed  Google Scholar 

  74. Zhao, P. et al. Selection of DNA-encoded small molecule libraries against unmodified and non-immobilized protein targets. Angew. Chem. Int. Ed. 53, 10056–10059 (2014).

    Article  CAS  Google Scholar 

  75. Shi, B., Deng, Y. & Li, X. Polymerase-extension-based selection method for DNA-encoded chemical libraries against nonimmobilized protein targets. ACS Comb. Sci. 21, 345–349 (2019).

    Article  CAS  PubMed  Google Scholar 

  76. Shi, B., Deng, Y., Zhao, P. & Li, X. Selecting a DNA-encoded chemical library against non-immobilized proteins using a ‘ligate–cross-link–purify’ strategy. Bioconjug. Chem. 28, 2293–2301 (2017).

    Article  CAS  PubMed  Google Scholar 

  77. Winssinger, N. & Harris, J. L. Microarray-based functional protein profiling using peptide nucleic acid-encoded libraries. Expert Rev. Proteomics 2, 937–947 (2005).

    Article  CAS  PubMed  Google Scholar 

  78. Harris, J. L. & Winssinger, N. PNA encoding (PNA = peptide nucleic acid): from solution-based libraries to organized microarrays. Chem. Eur. J. 11, 6792–6801 (2005).

    Article  CAS  PubMed  Google Scholar 

  79. Kochmann, S., Le, A. T. H., Hili, R. & Krylov, S. N. Predicting efficiency of NECEEM-based partitioning of protein binders from nonbinders in DNA-encoded libraries. Electrophoresis 39, 2991–2996 (2018).

    Article  CAS  PubMed  Google Scholar 

  80. Bao, J. et al. Predicting electrophoretic mobility of protein–ligand complexes for ligands from DNA-encoded libraries of small molecules. Anal. Chem. 88, 5498–5506 (2016).

    Article  CAS  PubMed  Google Scholar 

  81. Sprinz, K. I., Tagore, D. M. & Hamilton, A. D. Self-assembly of bivalent protein-binding agents based on oligonucleotide-linked organic fragments. Bioorg. Med. Chem. Lett. 15, 3908–3911 (2005).

    Article  CAS  PubMed  Google Scholar 

  82. Onda, Y. et al. A DNA-encoded chemical library based on peptide macrocycles. Chem. Eur. J. 27, 7160–7167 (2021).

    Article  CAS  PubMed  Google Scholar 

  83. Dal Corso, A. et al. Affinity enhancement of protein ligands by reversible covalent modification of neighboring lysine residues. Angew. Chem. Int. Ed. 57, 17178–17182 (2018).

    Article  CAS  Google Scholar 

  84. Kollmann, C. S. et al. Application of encoded library technology (ELT) to a protein–protein interaction target: discovery of a potent class of integrin lymphocyte function-associated antigen 1 (LFA-1) antagonists. Bioorg. Med. Chem. 22, 2353–2365 (2014).

    Article  CAS  PubMed  Google Scholar 

  85. Richter, H. et al. DNA-encoded library-derived DDR1 inhibitor prevents fibrosis and renal function loss in a genetic mouse model of Alport syndrome. ACS Chem. Biol. 14, 37–49 (2019).

    Article  CAS  PubMed  Google Scholar 

  86. Xie, J. et al. Selection of small molecules that bind to and activate the insulin receptor from a DNA-encoded library of natural products. iScience 23, 101197 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  87. Favalli, N. et al. Stereo- and regiodefined DNA-encoded chemical libraries enable efficient tumour-targeting applications. Nat. Chem. 13, 540–548 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  88. Huang, Y. et al. Selection of DNA-encoded chemical libraries against endogenous membrane proteins on live cells. Nat. Chem. 13, 77–88 (2021).

    Article  PubMed  Google Scholar 

  89. Svensen, N., Diaz-Mochon, J. J. & Bradley, M. Decoding a PNA encoded peptide library by PCR: the discovery of new cell surface receptor ligands. Chem. Biol. 18, 1284–1289 (2011).

    Article  CAS  PubMed  Google Scholar 

  90. Svensen, N., Diaz-Mochon, J. J. & Bradley, M. Encoded peptide libraries and the discovery of new cell binding ligands. Chem. Commun. 47, 7638–7640 (2011).

    Article  CAS  Google Scholar 

  91. Wu, Z. et al. Cell-based selection expands the utility of DNA-encoded small-molecule library technology to cell surface drug targets: identification of novel antagonists of the NK3 tachykinin receptor. ACS Comb. Sci. 17, 722–731 (2015).

    Article  CAS  PubMed  Google Scholar 

  92. Cai, B. et al. Selection of DNA-encoded libraries to protein targets within and on living cells. J. Am. Chem. Soc. 141, 17057–17061 (2019).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  93. Li, G. et al. Photoaffinity labeling of small-molecule-binding proteins by DNA-templated chemistry. Angew. Chem. Int. Ed. 52, 9544–9549 (2013).

    Article  CAS  Google Scholar 

  94. Schroeder, H. et al. Generation of live-cell microarrays by means of DNA-directed immobilization of specific cell-surface ligands. Angew. Chem. Int. Ed. 46, 4180–4183 (2007).

    Article  CAS  Google Scholar 

  95. Stahl, S. et al. Affibody molecules in biotechnological and medical applications. Trends Biotechnol. 35, 691–712 (2017).

    Article  PubMed  Google Scholar 

  96. Li, L. et al. Aptamer displacement reaction from live-cell surfaces and its applications. J. Am. Chem. Soc. 141, 17174–17179 (2019).

    Article  CAS  PubMed  Google Scholar 

  97. Oehler, S. et al. Affinity selections of DNA-encoded chemical libraries on carbonic anhydrase IX—expressing tumor cells reveal a dependence on ligand valence. Chem. Eur. J. 27, 8985–8993 (2021).

    Article  CAS  PubMed  Google Scholar 

  98. Litovchick, A. et al. Novel nucleic acid binding small molecules discovered using DNA-encoded chemistry. Molecules 24, 2026 (2019).

    Article  CAS  PubMed Central  Google Scholar 

  99. Blain, J. C. et al. Encoded libraries and methods of use for screening nucleic acid targets. World patent WO2019236644A1 (2019).

  100. Zhang, J. et al. Identification of histone deacetylase (HDAC)-associated proteins with DNA-programmed affinity labeling. Angew. Chem. Int. Ed. 59, 17525–17532 (2020).

    Article  CAS  Google Scholar 

  101. Komnatnyy, V. V., Nielsen, T. E. & Qvortrup, K. Bead-based screening in chemical biology and drug discovery. Chem. Commun. 54, 6759–6771 (2018).

    Article  CAS  Google Scholar 

  102. Wu, L. et al. Aptamer-based detection of circulating targets for precision medicine. Chem. Rev. 121, 12035–12105 (2021).

    Article  CAS  PubMed  Google Scholar 

  103. Svensen, N. et al. Screening of a combinatorial homing peptide library for selective cellular delivery. Angew. Chem. Int. Ed. 50, 6133–6136 (2011).

    Article  CAS  Google Scholar 

  104. Kolodny, G., Li, X. & Balk, S. Addressing cancer chemotherapeutic toxicity, resistance, and heterogeneity: novel theranostic use of DNA-encoded small molecule libraries. Bioessays 40, e1800057 (2018).

    Article  PubMed  Google Scholar 

  105. Cuozzo, J. W. et al. Discovery of a potent BTK inhibitor with a novel binding mode by using parallel selections with a DNA-encoded chemical library. ChemBioChem 18, 864–871 (2017).

    Article  CAS  PubMed  Google Scholar 

  106. Zambaldo, C. et al. Screening for covalent inhibitors using DNA-display of small molecule libraries functionalized with cysteine reactive moieties. MedChemComm 7, 1340–1351 (2016).

    Article  CAS  Google Scholar 

  107. Zhu, Z. et al. Development of a selection method for discovering irreversible (covalent) binders from a DNA-encoded library. SLAS Discov 24, 169–174 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  108. Zimmermann, G. et al. A specific and covalent JNK-1 ligand selected from an encoded self-assembling chemical library. Chem. Eur. J. 23, 8152–8155 (2017).

    Article  CAS  PubMed  Google Scholar 

  109. Daguer, J. P. et al. Identification of covalent bromodomain binders through DNA display of small molecules. Angew. Chem. Int. Ed. 54, 6057–6061 (2015).

    Article  CAS  Google Scholar 

  110. Guilinger, J. P. et al. Novel irreversible covalent BTK inhibitors discovered using DNA-encoded chemistry. Bioorg. Med. Chem. 42, 116223 (2021).

    Article  CAS  PubMed  Google Scholar 

  111. Winssinger, N. et al. PNA-encoded protease substrate microarrays. Chem. Biol. 11, 1351–1360 (2004).

    Article  CAS  PubMed  Google Scholar 

  112. Diaz-Mochon, J. J., Bialy, L. & Bradley, M. Dual colour, microarray-based, analysis of 10,000 protease substrates. Chem. Commun. 14, 3984–3986 (2006).

    Article  Google Scholar 

  113. Pouchain, D., Diaz-Mochon, J. J., Bialy, L. & Bradley, M. A 10,000 member PNA-encoded peptide library for profiling tyrosine kinases. ACS Chem. Biol. 2, 810–818 (2007).

    Article  CAS  PubMed  Google Scholar 

  114. Krusemark, C. J., Tilmans, N. P., Brown, P. O. & Harbury, P. B. Directed chemical evolution with an outsized genetic code. PLoS ONE 11, e0154765 (2016).

    Article  PubMed  PubMed Central  Google Scholar 

  115. Jetson, R. R. & Krusemark, C. J. Sensing enzymatic activity by exposure and selection of DNA-encoded probes. Angew. Chem. Int. Ed 55, 9562–9566 (2016).

    Article  CAS  Google Scholar 

  116. Roy, A., Koesema, E. & Kodadek, T. J. High-throughput quality control assay for the solid-phase synthesis of DNA-encoded libraries of macrocycles. Angew. Chem. Int. Ed. 60, 11983–11990 (2021).

    Article  CAS  Google Scholar 

  117. MacConnell, A. B., Price, A. K. & Paegel, B. M. An integrated microfluidic processor for DNA-encoded combinatorial library functional screening. ACS Comb. Sci. 19, 181–192 (2017).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  118. Borchardt, A. et al. Small molecule-dependent genetic selection in stochastic nanodroplets as a means of detecting protein–ligand interactions on a large scale. Chem. Biol. 4, 961–968 (1997).

    Article  CAS  PubMed  Google Scholar 

  119. Schapira, M., Calabrese, M. F., Bullock, A. N. & Crews, C. M. Targeted protein degradation: expanding the toolbox. Nat. Rev. Drug Discov. 18, 949–963 (2019).

    Article  CAS  PubMed  Google Scholar 

  120. Zhu, Z. et al. Design and application of a DNA-encoded macrocyclic peptide library. ACS Chem. Biol. 13, 53–59 (2018).

    Article  CAS  PubMed  Google Scholar 

  121. Disch, J. S. et al. Bispecific estrogen receptor alpha degraders incorporating novel binders identified using DNA-encoded chemical library screening. J. Med. Chem. 64, 5049–5066 (2021).

    Article  CAS  PubMed  Google Scholar 

  122. Andersen, J, N. et al. Degradation of immuno-oncology targets via proprietary PROTAC platform integrating DNA-encoded library technology and rational drug design. Cancer Res. 79, https://doi.org/10.1158/1538-7445.AM2019-1981 (2019).

  123. Kanan, M. W. et al. Reaction discovery enabled by DNA-templated synthesis and in vitro selection. Nature 431, 545–549 (2004).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  124. Chen, Y., Kamlet, A. S., Steinman, J. B. & Liu, D. R. A biomolecule-compatible visible-light-induced azide reduction from a DNA-encoded reaction-discovery system. Nat. Chem. 3, 146–153 (2011).

    Article  PubMed  PubMed Central  Google Scholar 

  125. Krattiger, P., McCarthy, C., Pfaltz, A. & Wennemers, H. Catalyst-substrate coimmobilization: A strategy for catalysts discovery in split-and-mix libraries. Angew. Chem. Int. Ed. 42, 1722–1724 (2003).

    Article  CAS  Google Scholar 

  126. Hook, K. D., Chambers, J. T. & Hili, R. A platform for high-throughput screening of DNA-encoded catalyst libraries in organic solvents. Chem. Sci. 8, 7072–7076 (2017).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  127. Brudno, Y., Birnbaum, M. E., Kleiner, R. E. & Liu, D. R. An in vitro translation, selection and amplification system for peptide nucleic acids. Nat. Chem. Biol. 6, 148–155 (2010).

    Article  CAS  PubMed  Google Scholar 

  128. Hili, R., Niu, J. & Liu, D. R. DNA ligase-mediated translation of DNA into densely functionalized nucleic acid polymers. J. Am. Chem. Soc. 135, 98–101 (2013).

    Article  CAS  PubMed  Google Scholar 

  129. Kong, D., Yeung, W. & Hili, R. In vitro selection of diversely functionalized aptamers. J. Am. Chem. Soc. 139, 13977–13980 (2017).

    Article  CAS  PubMed  Google Scholar 

  130. Yeldell, S. B. & Seitz, O. Nucleic acid constructs for the interrogation of multivalent protein interactions. Chem. Soc. Rev. 49, 6848–6865 (2020).

    Article  CAS  PubMed  Google Scholar 

  131. Barluenga, S. & Winssinger, N. PNA as a biosupramolecular tag for programmable assemblies and reactions. Acc. Chem. Res. 48, 1319–1331 (2015).

    Article  CAS  PubMed  Google Scholar 

  132. Flood, D. T. et al. Expanding reactivity in DNA-encoded library synthesis via reversible binding of DNA to an inert quaternary ammonium support. J. Am. Chem. Soc. 141, 9998–10006 (2019).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  133. Skopic, M. K. et al. Micellar Brønsted acid mediated synthesis of DNA-tagged heterocycles. J. Am. Chem. Soc. 141, 10546–10555 (2019).

    Article  CAS  PubMed  Google Scholar 

  134. Hunter, J. H. et al. Highly efficient on-DNA amide couplings promoted by micelle forming surfactants for the synthesis of DNA encoded libraries. Chem. Sci. 12, 9475–9484 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  135. Skopic, M. K. et al. Acid- and Au(I)-mediated synthesis of hexathymidine-DNA-heterocycle chimeras, an efficient entry to DNA-encoded libraries inspired by drug structures. Chem. Sci. 8, 3356–3361 (2017).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  136. Potowski, M. et al. Chemically stabilized DNA barcodes for DNA-encoded chemistry. Angew. Chem. Int. Ed. 60, 19744–19749 (2021).

    Article  CAS  Google Scholar 

  137. Rama-Garda, R. et al. Normalization of DNA encoded library affinity selection results driven by high throughput sequencing and HPLC purification. Bioorg. Med. Chem. 40, 116178 (2021).

    Article  CAS  PubMed  Google Scholar 

  138. Komar, P. & Kalinic, M. Denoising DNA encoded library screens with sparse learning. ACS Comb. Sci. 22, 410–421 (2020).

    Article  CAS  PubMed  Google Scholar 

  139. Gerry, C. J., Wawer, M. J., Clemons, P. A. & Schreiber, S. L. DNA barcoding a complete matrix of stereoisomeric small molecules. J. Am. Chem. Soc. 141, 10225–10235 (2019).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  140. Faver, J. C. et al. Quantitative comparison of enrichment from DNA-encoded chemical library selections. ACS Comb. Sci. 21, 75–82 (2019).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  141. Kuai, L., O’Keeffe, T. & Arico-Muendel, C. Randomness in DNA encoded library selection data can be modeled for more reliable enrichment calculation. SLAS Discov. 23, 405–416 (2018).

    Article  CAS  PubMed  Google Scholar 

  142. Denton, K. E. et al. Robustness of in vitro selection assays of DNA-encoded peptidomimetic ligands to CBX7 and CBX8. SLAS Discov. 23, 417–428 (2018).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  143. Su, W. et al. Triaging of DNA-encoded library selection results by high-throughput resynthesis of DNA-conjugate and affinity selection mass spectrometry. Bioconjug. Chem. 32, 1001–1007 (2021).

    Article  CAS  PubMed  Google Scholar 

  144. Prudent, R. et al. Exploring new targets and chemical space with affinity selection-mass spectrometry. Nat. Rev. Chem. 5, 62–71 (2021).

    Article  CAS  Google Scholar 

  145. Kielar, C. et al. Pharmacophore nanoarrays on DNA origami substrates as a single-molecule assay for fragment-based drug discovery. Angew. Chem. Int. Ed. 57, 14873–14877 (2018).

    Article  CAS  Google Scholar 

Download references

Acknowledgements

This work was supported by grants from the Research Grants Council of the Hong Kong Special Administrative Region, China (AoE/P-705/16, 17301118, 17111319, 17303220, 17300321 and C7005-20G), and from the National Natural Science Foundation of China (21572014, 21877093, 21907011 and 91953119), the Fundamental Research Funds for the Central Universities (project nos. 2020CQJQY-Z002 and 2021CDJYGRH-002) and Chongqing Research and Frontier Technology (cstc2020jcyj-jqX0009 and cstc2021jcyj-cxttX0002). We also acknowledge the funding support from the Laboratory for Synthetic Chemistry and Chemical Biology under the Health@InnoHK Program launched by the Innovation and Technology Commission, The Government of Hong Kong Special Administrative Region of the People’s Republic of China.

Author information

Authors and Affiliations

Authors

Contributions

Y.H., Y.L. and X.L. contributed to the discussions and co-wrote the paper.

Corresponding authors

Correspondence to Yizhou Li or Xiaoyu Li.

Ethics declarations

Competing interests

The authors declare no competing interests.

Peer review

Peer review information

Nature Chemistry thanks Nicolas Winssinger and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Huang, Y., Li, Y. & Li, X. Strategies for developing DNA-encoded libraries beyond binding assays. Nat. Chem. 14, 129–140 (2022). https://doi.org/10.1038/s41557-021-00877-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/s41557-021-00877-x

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