Ratiometric Analysis of Single-Molecule Fluorescence Resonance Energy Transfer Using
Logical Combinations of Threshold Criteria: A Study of 12-mer DNA
Liming Ying, Mark I. Wallace, Shankar Balasubramanian,* and David Klenerman*
The Department of Chemistry, UniVersity of Cambridge, Lensfield Road,
Cambridge, CB2 1EW United Kingdom
ReceiVed: NoVember 5, 1999; In Final Form: March 13, 2000
Single-molecule fluorescence resonance energy transfer (FRET) combined with bulk fluorescence lifetimes,
anisotropy, and spectra have been used to study a donor-acceptor labeled model DNA system (Cy5-5′-
ACCTGCCGACGC-3′-TMR). A general ratiometric analysis method using independent donor and acceptor
thresholding has been developed. Use of two logical combinations of thresholding criteria provides more
information than either method alone, revealing heterogeneity within this system. Conditions yielding similar
bulk fluorescence spectra can be readily distinguished by this single-molecule method. Fluorescence lifetimes
and anisotropy measurements also suggest nonnegligible fluorophore-DNA interaction.
Introduction
Recent advances in single-molecule spectroscopy and mi-
croscopy allow one to study the molecular properties and
dynamic processes of biomolecules on an individual basis.
1-10
In contrast to conventional experiments, which measure en-
semble averaged behavior, single-molecule measurements are
able to probe the differences between individual molecules. The
static heterogeneity and dynamic fluctuations in the conforma-
tions of DNA, protein, and other biological macromolecules
demonstrate one such property that is difficult, if not impossible
to detect at the bulk level, but can be potentially probed using
single-molecule techniques.
11-16
Fluorescence resonance energy transfer (FRET) is a widely
used tool in biochemistry and structural biology.
17,18
In FRET,
energy is nonradiatively transferred from an excited donor to
an acceptor fluorophore with an efficiency that varies as the
inverse sixth power of the distance between donor and acceptor.
By attaching donor and acceptor dyes to two sites of a bio-
molecule, FRET can be used as a sensitive probe of intra-
molecular distance.
Recently, FRET has been introduced into the single-molecule
regime.
4,15
Weiss and co-workers have established a ratiometric
method to study subpopulations of single DNA molecules.
19,20
The fluctuations in energy transfer have been also used by
several groups; for examples, studying the conformational
dynamics of single SNase protein molecules during catalysis,
3
the ligand-induced conformational changes in single RNA three-
way junctions,
9
and the folding dynamics of single GCN-4
peptides.
10
Although single-molecule FRET has great potential as a tool
for the investigation of biomolecular dynamics, care must be
taken in attributing the change of FRET signal to the distance
change between donor and acceptor. In single-molecule mea-
surements, reasons for the fluctuation in energy transfer
include: (1) reversible transitions to dark states;
6,21,22
(2)
irreversible photobleaching;
1,15,23
(3) intersystem crossing to the
triplet state;
24
(4) spectral diffusion;
25
(5) rotational dynamics
of the dyes;
26,27
and (6) distance change between two dyes.
28
Therefore, it is essential to choose suitable control samples and
examine both single-molecule and bulk measurements to fully
understand the contributions from nondistance-change processes.
Well-defined sequences of DNA oligomers can now be
routinely synthesized and labeled at specific sites with one or
more fluorescent molecules. Consequently, FRET has been
extensively applied in determining the structure and conforma-
tion of DNA molecules at an ensemble level.
29-35
However, there is evidence to suggest that when many of
these systems are examined in greater detail, a more complex
picture emerges. For example, Clegg and co-workers have
shown that for carboxytetramethylrhodamine (TMR) linked to
DNA, multiple conformations exist with different quantum
yields.
36
In addition, single-molecule lifetime measurements by
Rigler et al. on TMR-labeled double-stranded DNA show
fluctuation between two distinct conformations, one in which
the TMR fluorophore is interacting with a guanine base and
the other in which it is not.
37
Conformational fluctuations of
single-TMR-labeled DNA molecules have also found to be
nonergodic.
38-40
These results suggest that fluorescent hetero-
geneity may be an intrinsic property of dye-labeled DNA.
Therefore, characterization of the fluorescence properties of dyes
attached to DNA is important to ensure accurate interpretation
of FRET data.
Motivated by these observations, we set out to assess the
capabilities and limitations of single-molecule FRET in a study
of DNA. A Cy5-12mer-TMR DNA system was chosen as a
simple model. Changes in the FRET of single DNA molecules
diffusing in solution were monitored, and a general method for
identifying single-molecule FRET events has been developed.
The single-molecule experiments are accompanied by bulk
FRET, lifetime, and anisotropy measurements to justify the
assumptions needed to perform the single-molecule analysis.
Experimental Section
Materials. The 12-base oligonucleotides whose sequence is
5′-ACCTGCCGACGC-3′, with either carboxytetramethyl-
* To whom correspondence should be addressed. (E-mail:
dk10012@cam.ac.uk and sb10031@cam.ac.uk).
5171 J. Phys. Chem. B 2000, 104, 5171-5178
10.1021/jp993914k CCC: $19.00 © 2000 American Chemical Society
Published on Web 05/03/2000