Skip to main content
Log in

Three-in-one enzyme assay based on single molecule detection in femtoliter arrays

  • Research Paper
  • Published:
Analytical and Bioanalytical Chemistry Aims and scope Submit manuscript

Abstract

Large arrays of femtoliter-sized chambers are important tools for single molecule research as well as bioanalytical applications. We have optimized the design and fabrication of two array types consisting of 250 × 250 (62 500) femtoliter chambers either by surface etching of fused silica slides or by polydimethylsiloxane (PDMS) molding. Highly diluted solutions of β-galactosidase were enclosed in such arrays to monitor the fluorogenic reactions of hundreds of individual enzyme molecules in parallel by wide-field fluorescence microscopy. An efficient mechanical sealing procedure was developed to prevent diffusion of the fluorescent reaction product out of the chambers. Different approaches for minimizing non-specific surface adsorption were explored. The signal acquisition was optimized to grant both a large field of view and an efficient signal acquisition from each femtoliter chamber. The optimized femtoliter array has enabled a three-in-one enzyme assay system: First, the concentration of active enzyme can be determined in a digital way by counting fluorescent chambers in the array. Second, the activity of the enzyme bulk solution is given by averaging many individual substrate turnover rates without the need for knowing the exact enzyme concentration. Third—unlike conventional enzyme assays—the distribution of individual substrate turnover rates yields insight into the conformational heterogeneity in an enzyme population. The substrate turnover rates of single β-galactosidase molecules were found to be broadly distributed and independent of the type of femtoliter array. In general, both types of femtoliter arrays are highly sensitive platforms for enzyme analysis at the single molecule level and yield consistent results.

Isolation and analysis of individual enzyme molecules in large arrays of femtoliter-sized chambers

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

Similar content being viewed by others

References

  1. Liebherr RB, Gorris HH (2014) Enzyme molecules in solitary confinement. Molecules 19(9):14417–14445

    Article  Google Scholar 

  2. Gorris HH, Walt DR (2010) Analytical chemistry on the femtoliter scale. Angew Chem Int Ed 49(23):3880–3895

    Article  CAS  Google Scholar 

  3. Tan WH, Yeung ES (1997) Monitoring the reactions of single enzyme molecules and single metal ions. Anal Chem 69(20):4242–4248

    Article  CAS  Google Scholar 

  4. Rondelez Y, Tresset G, Tabata KV, Arata H, Fujita H, Takeuchi S, Noji H (2005) Microfabricated arrays of femtoliter chambers allow single molecule enzymology. Nat Biotechnol 23(3):361–365

    Article  CAS  Google Scholar 

  5. Rissin DM, Gorris HH, Walt DR (2008) Distinct and long-lived activity states of single enzyme molecules. J Am Chem Soc 130(15):5349–5353

    Article  CAS  Google Scholar 

  6. Liebherr RB, Renner M, Gorris HH (2014) A single molecule perspective on the functional diversity of in vitro evolved beta-glucuronidase. J Am Chem Soc 136(16):5949–5955

    Article  CAS  Google Scholar 

  7. Gorris HH, Rissin DM, Walt DR (2007) Stochastic inhibitor release and binding from single-enzyme molecules. Proc Natl Acad Sci U S A 104(45):17680–17685

    Article  CAS  Google Scholar 

  8. Mogalisetti P, Gorris HH, Rojek MJ, Walt DR (2014) Elucidating the relationship between substrate and inhibitor binding to the active sites of tetrameric beta-galactosidase. Chem Sci 5(11):4467–4473

    Article  CAS  Google Scholar 

  9. Rissin DM, Kan CW, Campbell TG, Howes SC, Fournier DR, Song L, Piech T, Patel PP, Chang L, Rivnak AJ, Ferrell EP, Randall JD, Provuncher GK, Walt DR, Duffy DC (2010) Single-molecule enzyme-linked immunosorbent assay detects serum proteins at subfemtomolar concentrations. Nat Biotechnol 28(6):595–599

    Article  CAS  Google Scholar 

  10. Kim SH, Iwai S, Araki S, Sakakihara S, Iino R, Noji H (2012) Large-scale femtoliter droplet array for digital counting of single biomolecules. Lab Chip 12(23):4986–4991

    Article  CAS  Google Scholar 

  11. Rotman B (1961) Measurement of activity of single molecules of beta-D-galactosidase. Proc Natl Acad Sci U S A 47(12):1981–1991

    Article  CAS  Google Scholar 

  12. Boukobza E, Sonnenfeld A, Haran G (2001) Immobilization in surface-tethered lipid vesicles as a new tool for single biomolecule spectroscopy. J Phys Chem B 105(48):12165–12170

    Article  CAS  Google Scholar 

  13. Hsin TM, Yeung ES (2007) Single-molecule reactions in liposomes. Angew Chem Int Ed 46(42):8032–8035

    Article  CAS  Google Scholar 

  14. Bolinger PY, Stamou D, Vogel H (2008) An integrated self-assembled nanofluidic system for controlled biological chemistries. Angew Chem Int Ed 47(30):5544–5549

    Article  CAS  Google Scholar 

  15. Piwonski HM, Goomanovsky M, Bensimon D, Horovitz A, Haran G (2012) Allosteric inhibition of individual enzyme molecules trapped in lipid vesicles. Proc Natl Acad Sci U S A 109(22):E1437–E1443

    Article  CAS  Google Scholar 

  16. Comellas-Aragones M, Engelkamp H, Claessen VI, Sommerdijk NAJM, Rowan AE, Christianen PCM, Maan JC, Verduin BJM, Cornelissen JJLM, Nolte RJM (2007) A virus-based single-enzyme nanoreactor. Nat Nanotechnol 2(10):635–639

    Article  CAS  Google Scholar 

  17. Gorris HH, Blicharz TM, Walt DR (2007) Optical-fiber bundles. FEBS J 274(21):5462–5470

    Article  CAS  Google Scholar 

  18. Rissin DM, Walt DR (2006) Digital readout of target binding with attomole detection limits via enzyme amplification in femtoliter arrays. J Am Chem Soc 128(19):6286–6287

    Article  CAS  Google Scholar 

  19. Ehrl BN, Liebherr RB, Gorris HH (2013) Single molecule kinetics of horseradish peroxidase exposed in large arrays of femtoliter-sized fused silica chambers. Analyst 138(15):4260–4265

    Article  CAS  Google Scholar 

  20. Shon MJ, Cohen AE (2012) Mass action at the single-molecule level. J Am Chem Soc 134(35):14618–14623

    Article  CAS  Google Scholar 

  21. Zhang HB, Nie S, Etson CM, Wang RM, Walt DR (2012) Oil-sealed femtoliter fiber-optic arrays for single molecule analysis. Lab Chip 12(12):2229–2239

    Article  CAS  Google Scholar 

  22. Witters D, Knez K, Ceyssens F, Puers R, Lammertyn J (2013) Digital microfluidics-enabled single-molecule detection by printing and sealing single magnetic beads in femtoliter droplets. Lab Chip 13(11):2047–2054

    Article  CAS  Google Scholar 

  23. Ge S, Liu W, Schlappi T, Ismagilov RF (2014) Digital, ultrasensitive, end-point protein measurements with large dynamic range via Brownian trapping with drift. J Am Chem Soc 136(42):14662–14665

    Article  CAS  Google Scholar 

  24. Henley WH, Dennis PJ, Ramsey JM (2012) Fabrication of microfluidic devices containing patterned microwell arrays. Anal Chem 84(3):1776–1780

    Article  CAS  Google Scholar 

  25. Jekauc I, Watt M, Hornsmith T, Tiffany J (2004) Necessity of chemical edge bead removal in modern day lithographic processing. In: Sturtevant JL (ed) Advances in resist technology and processing XXI. Bellingham, WA, USA. SPIE Proceedings, pp 1255–1263. doi:10.1117/12.535268

  26. Juers DH, Matthews BW, Huber RE (2012) LacZ beta-galactosidase: structure and function of an enzyme of historical and molecular biological importance. Protein Sci 21(12):1792–1807

    Article  CAS  Google Scholar 

  27. English BP, Min W, van Oijen AM, Lee KT, Luo G, Sun H, Cherayil BJ, Kou SC, Xie XS (2006) Ever-fluctuating single enzyme molecules: Michaelis-Menten equation revisited. Nat Chem Biol 2(2):87–94

    Article  CAS  Google Scholar 

  28. Shoemaker GK, Juers DH, Coombs JML, Matthews BW, Craig DB (2003) Crystallization of beta-galactosidase does not reduce the range of activity of individual molecules. Biochemistry 42(6):1707–1710

    Article  CAS  Google Scholar 

  29. Sui G, Wang J, Lee CC, Lu W, Lee SP, Leyton JV, Wu AM, Tseng HR (2006) Solution-phase surface modification in intact poly(dimethylsiloxane) microfluidic channels. Anal Chem 78(15):5543–5551

    Article  CAS  Google Scholar 

  30. Rissin DM, Walt DR (2006) Digital concentration readout of single enzyme molecules using femtoliter arrays and Poisson statistics. Nano Lett 6(3):520–523

    Article  CAS  Google Scholar 

  31. Brocklehurst K, Resmini M, Topham CM (2001) Kinetic and titration methods for determination of active site contents of enzyme and catalytic antibody preparations. Methods 24(2):153–167

  32. Xue Q, Yeung ES (1995) Differences in the chemical reactivity of individual molecules of an enzyme. Nature 373(6516):681–683

    Article  CAS  Google Scholar 

  33. Obayashi Y, Iino R, Noji H (2015) A single-molecule digital enzyme assay using alkaline phosphatase with a cumarin-based fluorogenic substrate. Analyst 140(15):5065–5073

  34. Gorris HH, Walt DR (2009) Mechanistic aspects of horseradish peroxidase elucidated through single-molecule studies. J Am Chem Soc 131(17):6277–6282

    Article  CAS  Google Scholar 

Download references

Acknowledgments

We thank Florian Götz (University of Applied Sciences Regensburg) for preparing the first generation of femtoliter arrays, the precision mechanical workshop (University of Regensburg) for the fabrication of the array holder, and the Center for Sensor Applications (SAPPZ, University of Applied Sciences Regensburg) for 3D printing. We also acknowledge funding from the German Research Council (DFG grant GO 1968/3-1).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hans H. Gorris.

Additional information

Raphaela B. Liebherr and Albert Hutterer contributed equally to this work.

Electronic supplementary material

Below is the link to the electronic supplementary material.

ESM 1

(PDF 740 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Liebherr, R.B., Hutterer, A., Mickert, M.J. et al. Three-in-one enzyme assay based on single molecule detection in femtoliter arrays. Anal Bioanal Chem 407, 7443–7452 (2015). https://doi.org/10.1007/s00216-015-8910-0

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00216-015-8910-0

Keywords

Navigation