Apparatus and method for evaluating characteristics of target molecules
09885687 ยท 2018-02-06
Assignee
Inventors
- Ulrich Rant (Munich, DE)
- Wolfgang Kaiser (Munich, DE)
- Paul Andreas Hampel (Fischbachau, DE)
- Jens Niemax (Munich, DE)
- Andreas Langer (Munich, DE)
- Jelena Knezevic (Munich, DE)
Cpc classification
C12Q2537/165
CHEMISTRY; METALLURGY
C12Q2563/116
CHEMISTRY; METALLURGY
C12Q2537/165
CHEMISTRY; METALLURGY
C12Q2563/116
CHEMISTRY; METALLURGY
G01N21/6408
PHYSICS
G01N27/327
PHYSICS
International classification
G01N33/543
PHYSICS
G01N27/327
PHYSICS
Abstract
Arrangements are described for evaluating characteristics of target molecules. A biochip is received which includes a substrate to which charged probe molecules are attached. The probe molecules have a marker to allow generating signals indicative of the distance of a portion of the probe molecule from the substrate. The signals are detected and means for an external electric field is generated to which the probe molecules are exposed. A control means acts to: (A) apply an external electric field causing the portion of the probe molecule to approach the substrate, and (B) apply an external electric field causing the portion of the probe molecule to move away from the substrate. The signal is recorded as a function of time during step (A) and/or step (B). Steps (A) and (B) are repeated for a predetermined number of times and the recorded signals are combined.
Claims
1. An apparatus for evaluating one or more characteristics of target molecules, said apparatus comprising: a biochip, said biochip comprising a substrate to which probe molecules are attached with a first portion thereof, said probe molecules being charged and having a fluorescence marker for allowing to generate fluorescence signals indicative of the distance of a second portion of said probe molecule from said substrate, said probe molecule being adapted to bind said target molecule, means for generating and applying an external electric field which said probe molecules are exposed to, said field generation and applying means comprising a wave form generator suitable for generating a square wave signal switching between a first and a second polarity, detecting means for detecting said fluorescence signal generated with said marker, said detecting means comprising: a microscope for receiving fluorescence light from the fluorescence marker, a single photon detector, coupled with said microscope, configured for micro-second time scale detection of single photons emitted from a fluorescence marker, a first trigger coupled with the single photon detector, a second trigger operatively coupled with said waveform generator, and a time-to-amplitude converter coupled with both, the first and second trigger, wherein said first trigger is configured to input a first signal to the time-to-amplitude converter at the time that the external electrical field switches its polarity, said second trigger is configured to input a second signal to the time-to-amplitude converter in response to a single photon being detected by said single photon detector, and wherein the time-to-amplitude detector is configured to output a voltage signal representing a time value corresponding to a time difference between said first and second signals, and a histogramming circuit coupled to an output of said time-to-amplitude converter, said histogramming circuit configured for increasing, in response to receiving said time value, a count in a histogram time bin corresponding to said received time value, thereby generating a histogram representing a time-resolved fluorescence measurement, wherein the external electric field generated by said waveform generator causes: (A) the second portion of the probe molecule to approach said substrate, and (B) the second portion of the probe molecule to move away from said substrate, while said signal detecting means detect single photons and update said time histogram to record said fluorescence signal indicative of said distance from said substrate as a function of time during at least one of steps (A) and step (B), and wherein the electric field generation and applying means and the detecting means are configured to repeat steps (A) and (B) for a predetermined number of times and to combine the recorded signals by updating said histogram such as to generate an averaged time-resolved signal indicative of the process of said second part of said probe molecule approaching said substrate and/or moving away from said substrate, said apparatus further comprising an analysis module comprising a processor, said analysis module configured for analyzing and/or processing said combined signal such as to determine said one or more characteristics of said target molecule, and an output device or an interface for directly or indirectly coupling an output device for outputting the at least one or more characteristics of said target molecule.
2. The apparatus of claim 1, wherein said analysis module is configured to analyse and/or process said combined signal to: determine a time delay between switching the external field between steps (A) and (B) and the time dependent signal reaching a predetermined threshold value, wherein said predetermined threshold value preferably corresponds to a predetermined percentage of the maximum of the combined value, and/or determine the time-derivative of the combined signal, and/or compare the combined signal with empirical data or model data obtained from an analytical model.
3. The apparatus according to claim 2, wherein said analytical model yields a probability distribution p({right arrow over (x)}, t) defining a probability that the probe molecule acquires a configuration {right arrow over (x)} at a time t in a time dependent external field, and the size and/or Stokes radius of a target molecule is accounted for in said analytical model by a drift and/or a diffusion of the probability with regard to {right arrow over (x)}.
4. The apparatus according to claim 3, wherein said analysis module is configured to determine a diffusion coefficient or a drift coefficient by fitting a solution for p({right arrow over (x)}, t) of a Fokker-Planck equation containing said drift and/or diffusion coefficient with said combined time resolved signal, and configured to derive the size and/or Stokes radius of the target molecule from said determined drift and/or diffusion coefficient.
5. The apparatus according to claim 3, wherein the configuration is parameterized by an angle of the probe molecule with regard to the substrate, and said diffusion coefficient is a rotational diffusion coefficient.
6. The apparatus of claim 1, wherein said analysis module is configured to evaluate one or more of the following target molecule characteristics: effective Stokes radius, size, molecular weight, the shape of the target molecule, in particular folding state and/or a deviation from a globular structure, addition of further molecules to said target molecule, and the charge of the target molecule.
7. The apparatus of claim 1, wherein said analysis module is configured to determine temperature changes or a change in the chemical environment of a fluid environment of the probe molecules.
8. The apparatus of claim 1, wherein said analysis module is configured to determine the effect of temperature changes or changes in the chemical environment on the target molecule.
9. The apparatus according to claim 1, wherein the first and/or second polarity has a period chosen long enough such that the probe molecules can acquire the respective states of maximum and minimum distance between said second portion and said substrate.
10. The apparatus according to claim 1, wherein the means for generating and applying an external electric field is configured to repeat steps (A) and (B) at least 10 times for a combined signal.
11. The apparatus according to claim 1, wherein said detector comprises a ramp-generator operatively coupled with said means for generating and applying an external electric field, and configured to receive the switching of the electric field between steps (A) and (B) as a first trigger signal causing the ramp-generator to start building up a voltage and operatively coupled with said single photon detector such as to receive the detection of a photon as a second trigger stopping the voltage build up, said built up voltage being at least approximately proportional to the time delay between the two triggers.
12. The apparatus according to claim 1, further configured to determine a forward rate (k.sub.on) of the target molecule binding to the probe molecule and/or a backward rate (k.sub.off) of the target molecule leaving the probe molecule by observing how the maximum of the time derivative of the combined signal changes in time after the probe molecules are exposed to said target molecules or after the exposure of said probe molecules to target molecules is terminated, respectively.
13. The apparatus according to claim 1, further configured to determine the charge of said target molecule based on a measurement and an analysis of the dependency of said signal indicative of the distance of said second portion of the probe molecule from said substrate on a static external field.
14. The apparatus according to claim 1, further configured to determine one or more of the following: the presence of a certain target molecule in a sample, the concentration of a target molecule in a sample, the fraction of probe molecules occupied by a given target molecule, or the stoichiometric ratio of different target molecules that can bind to the same probe molecule capture part or of the same target molecules in different configurations, by carrying out the following steps: (A) exposing said sample to a biochip, said biochip comprising a substrate to which probe molecules are attached with a first portion thereof, said probe molecules being charged and having a marker for allowing to generate signals indicative of the distance of a second portion of said probe molecule from said substrate, said probe molecule comprising a capture part capable of binding said target molecule or each of said target molecules of said group of target molecules, (B) applying an external electric field causing the second portion of the probe molecule to approach said substrate, (C) applying an external field causing the second portion of the probe molecule to move away from said substrate, wherein during step (A) and/or step (B) said signal indicative of said distance of said second portion from said substrate is recorded as a function of time, (D) repeating steps (A) and (B) for a predetermined number of times and combining the recorded signals such as to generate an averaged time-resolved signal indicative of the process of said second part of said probe molecule approaching said substrate and/or moving away from said substrate, and (E) carrying out one of the following steps: identifying the presence of a certain target molecule by comparing said combined signal with a predetermined signal for said target, or determining coefficients of a superposition of predetermined signals corresponding to the target-free probe molecule or the probe molecule with a respective target molecule bound thereto that fits the combined signal.
Description
BRIEF DESCRIPTION OF THE SEVERAL VIEWS OF THE DRAWINGS
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DESCRIPTION OF THE PREFERRED EMBODIMENTS
(24) For the purposes of promoting an understanding of the principles of the invention, reference will now be made to the preferred embodiments illustrated in the drawings and specific language will be used to describe the same. It will nevertheless be understood that no limitation of the scope of the invention is thereby intended, such alterations and further modifications in the illustrated apparatus and method, and such further application of the principles of the invention as illustrated therein being contemplated as would normally occur now or in the future to one skilled in the art to which the invention relates.
(25) In
(26) As is shown in
(27) The apparatus 20 further comprises a wave form generator 28 and a switch matrix 29 for applying a time-dependent bias between the work electrode 16 and the counter electrode 26.
(28) As is further shown in
(29) As is further shown in
(30) The PMT 34 is coupled with the trigger device 38 via a signal line 36. A further trigger device 40 is provided which is operatively coupled with a wave form generator 28. Both trigger devices 38, 40 are connected with a time-to-amplitude converter (TAC) 42. The TAC 42 is a highly linear ramp generator that is started by a signal from trigger device 40 and stopped by a signal from trigger device 38 and as a result outputs a voltage that is proportional to the time difference between the two signals.
(31) The output of TAC 42 is coupled with a histogramming device 44. The histogramming device 44 is in turn coupled with an analysis module 46 comprising a processor 48 and storage means 50 for empirical data and storage means 52 for modelling software. Finally, the output of the analysis module 46 is connected with an output device 54, such as a display.
(32) Next, the operation of apparatus 20 will be described.
(33) The wave form generator 28 generates a square wave signal with a period of for example 100 s, switching from positive to negative polarity or vice versa every 50 s. This square wave potential is applied between the work electrode 16 and the counter electrode 26. In response to this signal, probe molecules such as probe molecules 10 shown in
(34) During the switching of the probe molecules, the laser 32 excites the fluorescence markers such as markers 12 of
(35) If the square wave is applied for e.g. 100 s, one million up transitions and one million down transitions will take place, and during each of these transitions photons will be detected. For each detected photon, a corresponding time value is obtained by the TAC 42, and each time value is recorded in a histogram by the histogramming device 44. In particular, each time the histogramming device 44 receives the time value from the TAC 42, it increases a count for the corresponding time bin. As a result, the histogram represents a time-resolved fluorescence measurement, where the time resolution is only limited by the bin size.
(36) An example of such a histogram is shown in
(37) The time-resolved fluorescence intensity is inputted into the analysis module 46 where it is analyzed and processed such as to evaluate characteristics of target molecules bound to the probe molecules in a way described in more detail below. The result of the analysis is then outputted by the output device 54.
(38) In
(39) Again thousands or a million of switching cycles are carried out, and in each of these cycles, the fluorescence intensity is recorded as a function of time. The signals are added up by the DSO 62 such as to generate a combined signal representing an average time-resolved fluorescence signal similar to the one shown in
(40) While a DSO 62 is employed in the setup of
(41) The combined time-resolved fluorescence signal is then inputted into the analysis module 46 which is identical with the analysis module 46 of the embodiment of
(42) The inventors have built and tested both the apparatus 20 of
(43) Next, experimental results obtained with the apparatus 20 of
(44) In
(45) As can be seen from
(46) Rather than determining the rise-time, for reasons given in the summary of the invention, it may be preferable to determine the derivative of the normalized fluorescence which is indicative of the rising speed of the probe molecule and is expected to be a better indicator of the effective Stokes radius. In particular, in a preferred embodiment the maximum of the time derivative of the normalized fluorescence can be determined, which is indicative of the maximum speed the probe molecule acquires upon the up transition. Since it is believed that the hydrodynamic drag limits the maximum speed, the maximum speed will be a more direct measure of the hydrodynamic drag or effective Stokes radius than the rise-time, which may be influenced by other phenomena as well, including stochastic events.
(47) However, it is also apparent from
(48) In one embodiment, empirical data for known targets are stored in a storage 50, and the analysis module 46 can automatically compare the time-resolved fluorescence signal with empirical signals of known targets, thereby allowing to identify target molecules with greater certainty. In cases like this, the analysis module may not only output a characteristic of the target molecule, such as the effective Stokes radius, but can even identify the target molecule itself or output a confidence value that the measured target molecule indeed coincides with the assumed target molecule.
(49) In addition or alternatively, the analysis module 46 may also compare the measured time-dependent fluorescence of the up or down transition with data obtained from a model calculation, as has been explained in the summary of the invention. Again, a comparison with a model calculation may help to identify a target molecule or at least to give a confidence value that a certain target molecule identification or a characteristic of the target molecule as presented by the analysis module 46 is correct.
(50) According to one embodiment, the probe molecule is a double-stranded DNA which is modelled as a charged rigid cylinder in which the charge is continuously distributed along the cylinder axis, as is schematically shown in
(51) Since a potential is applied to the substrate 16, the DNA experiences an electric field (r, ), which decays exponentially:
(r,)=.sub.eff.Math.e.sup.T sin
(52) Herein, .sub.eff is an effective potential that corresponds to the applied potential multiplied with a screening factor <1, i.e. .sub.eff=.Math..
(53) The inventors have found out that the dynamics of the probe molecule is to a large extent of stochastic nature. Accordingly, the motion of the probe molecule can be described quite accurately based on Brownian motion with an additional drift due to the applied electric field. To further understand the dynamical behaviour of the probe molecule, the energy U(, ), the entropy S() and the Gibbs free energy G[, ] for any given conformation, i.e. any given angle is calculated as follows
(54)
(55) From this, the following Boltzmann probability distribution can be derived:
(56)
with a normalization condition
(57)
From the probability distribution, the fluorescence signal can then be calculated as follows:
(58)
(59) Herein, f[] is an analytical approximation of the height dependent dye fluorescence as described in the Journal of the American Chemical Society, 132, 7935 (2010).
(60) Note that so far no time dependence has been introduced, since the electric field has been kept stationary. However, with the above equation, it is possible to calculate the fluorescence signal for different values of the applied static potential . The corresponding curve is referred to as voltage response curve in the following.
(61)
(62) Further note that the model so far only accounted for the free probe molecule, i.e. the double-stranded DNA, but not for any target molecule. As long as the stationary state is concerned, i.e. without a time-dependent electrical field, the target molecule will mainly affect the results due to a possible charge thereof. In fact, based on the above understanding of the stochastic behaviour of the probe molecule, the inventors conjectured that it should be possible to qualitatively and quantitatively determine the charge of the target molecule from the voltage response curve. This has actually been confirmed in experiment, as shown in
(63)
(64) The opposite case is shown in
(65) Accordingly, it is seen that the voltage response curve is a very sensitive tool to determine the charge of a target molecule. Since voltage response curves can be recorded easily and quickly, this is the preferred way of determining the charge of target molecules that can be carried out routinely in target molecule analysis.
(66) Note that the charge Q of the target molecule can be easily introduced in the above model by introducing the following additional electrical interaction term into the Gibbs-energy function:
U[]=Q.Math..sub.eff.Math.e.sup..Math.L sin
(67) So far, the model has only accounted for stationary electrical fields. Once the electrical field is time-dependent, the probability distribution will be time-dependent too, i.e.
(t)=+.sub.0+.Math.(1e.sup.+t/), hence p[,(t)]=p[,t]
(68) Assuming again that the dynamical behaviour of the probe molecule is stochastic in nature, the time dependency of the probability distribution p(, t) can be described by a Fokker-Planck equation:
(69)
(70) Herein, the term
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is a diffusion term characterizing Brownian motion like behaviour that is governed by a rotational diffusion coefficient D.sub.r. The second term is a drift term due to the angle and time-dependent free energy. The above Fokker-Planck equation can be solved numerically for any given time dependence of the electrical field (t).
(72) In order to simulate the DNA switching, one calculates the starting probability distribution and then calculates the time evolution of the probability distribution via the Fokker-Planck equation given above. The solution depends only on the rotational diffusion coefficient D.sub.r. Accordingly, D.sub.r can be determined by fitting the model calculations to the experimental data. This way, estimated rotational diffusion coefficients of the free DNA and the DNA with the target molecule bound to its end can be determined. From this, one can in turn calculate the hydrodynamic radius of the attached target molecule using Stokes' law.
(73) Again, it is seen that based on this model, the Stokes radius can be determined from the time-resolved signal with great precision.
(74)
(75) Accordingly, it is seen that the analytical model does not only help to understand the behaviour of the switching, but it can actually be used to determine the Stokes radius of an unknown target molecule from the time-resolved data with rather high precision.
(76) Instead of analyzing the measured data with reference to an analytic model or a simulation, as mentioned before, experimental data can also be compared to stored data sets of known targets. Accordingly, by comparison with known time-resolved data sets, unknown targets can be characterized or even recognized.
(77)
(78) Finally, with reference to
(79) However, if the viscosity of the solution is increased by adding 50% glycerol to the fluid environment, the frequency response of the probe molecule with and without the IgG anti-biotin are identical. Accordingly, in this scenario, the anti-biotin binding to the probe molecule can no longer be distinguished.
(80)
(81) As can be seen from
(82) From the time-resolved measurements of
(83) What is more, the cut-off frequency will always be governed by both, the time constants of the up and down transitions. In fact, the longer of the two time constants will dominate the cut-off frequency. The effect of this can be seen in
(84) So in summary,
(85) The method and apparatus of the invention also allows to determine the concentration of certain target molecules in a sample or the stoichiometric ratio of two or more target molecules in a sample. This will be explained with reference to
(86)
(87) The lowest of the curves are actually two curves that nearly coincide and correspond to target concentrations of 3 nM and 10 nM, respectively. As these two curves coincide, it can be assumed that the biosensor is saturated, i.e. that a target molecule is bound to each of the probe molecules 10. The two curves in-between correspond to intermediate concentrations of 60 pM and 300 pM, and in this case obviously part of the probe molecules 10 are occupied by a target molecule while others are not. Since the fluorescence signal is a linear combination of individual signals corresponding to probe molecules 10 with and probe molecules 10 without target molecules bound thereto, it is expected that the intermediate measured curves correspond to a superposition of the target-free curves and completely target binding curves. The respective coefficients of the superposition would then correspond to the percentage of probe molecules with and without targets bound thereto. For example, if 80% of the probe molecules 10 are occupied by a target molecule, the resulting fluorescence signal curve is expected to be a superposition of the lowermost (i.e. 100% binding) and uppermost (i.e. 0% binding) curves in
(88) This conjecture is actually confirmed by experiments of the inventors. The inventors have prepared biochips with a plurality of probe molecules 10, on which the receptor density, i.e. the density of capture portions was varied, as is schematically shown in
(89) In
(90) So in summary, by knowing the 0% (i.e. free probe molecule) and the 100% coverage (i.e. completely targeted probe molecule) curves, the target coverage of any curve obtained from experiment can be determined with good precision by determining the corresponding superposition coefficients of the 0%- and 100%-target-coverage-curves. Further, if it is known how the coverage relates to the concentration of target molecules in the probe solution, then this is a direct measure of the concentration.
(91) The same principle can of course not only be applied to determine the coverage of receptors, but also to distinguish the ratio of different target molecules that bind to the same receptor, in a sample solution.
(92) For example, the stoichometric ratio of different target molecules that can bind to the same probe molecule receptor can be determined. According to prior art methods, this is hardly possible, since there is no affinity selection if both target molecules bind to the same receptor. According to the invention, however, if the two different target molecules lead to different time-resolved fluorescence curves, that are per se known, then in case of a measured curve (in the same way as described above) a suitable superposition of the target-specific curves can be determined that fits with the experimental time resolved signal, and the corresponding coefficients reflect the stoichometric ratio. An example of this is shown in
(93) This method has been confirmed in an experiment as well. However, in order to be in a position to precisely pre-determine the stoichiometric ratio of IgG and Fab, different receptors (anti-genes) have been attached to the probe molecules 10. Half of the receptors were biotin which are receptors for the IgG anti-biotin, while the other half of the receptors were digoxygenin, which were receptors of anti-digoxygenin Fabs. The upper-most curve in
(94) Using a biochip with 50% biotin and 50% digoxygenin receptors, the middle curve in
(95) This embodiment of the invention will have many practical applications. For example, if an antibody like the IgG above shall be fragmented by adding an enzyme, the percentage of the fragmentization can be determined. Also, if a given molecule can form monomers or dimers, and the time-dependent fluorescence curves for the monomer and the dimer, respectively, are known, then the stoichiometric ratio of the monomers and dimers in a sample can be readily determined.
(96) In fact, with this embodiment of the invention, not only the stoichiometric ratio of different target molecules (like Fab/IgG or monomer/dimer), but also the stoichiometric ratio of different configurations of the same molecule can be determined, if the different configurations lead to different time dependent fluorescent curves. An example for this is shown in
(97) The middle curve in
(98) As has been explained above, in many cases the time derivative of the fluorescence signal is a good observable for characterizing the target molecule. In
(99) Finally, it is seen that the binding kinetics of the target molecules to the receptor can be measured with very good precision. In
(100)
However, in the framework of the present invention, it is also possible to measure k.sub.on and k.sub.off directly. For this, in
(101) V.sub.max is found to be a very sensitive indicator for analyzing whether a target molecule is bound to a probe molecule or not. As the probe molecules are exposed to the target molecules, the target molecules will bind to the probe molecules with the forward rate k.sub.on, thereby slowing down the switching dynamics and reducing V.sub.max. As is seen in panels A, C and E, V.sub.max decays exponentially as the probe molecules are occupied by the target molecules with a rate that resembles k.sub.on.
(102) Conversely, after the exposure to target molecules is terminated, V.sub.max again increases according to 1e.sup.k.sup.
(103)
(104) Although preferred exemplary embodiments are shown and specified in detail in the drawings and the preceding specification, these should be viewed as purely exemplary and not as limiting the invention. It is noted in this regard that only the preferred exemplary embodiments are shown and specified, and all variations and modifications should be protected that presently or in the future lie within the scope of the appendant claims.
REFERENCE SIGNS
(105) 10 probe molecule 12 marker 14 protein binding tag 16 work electrode 18 biasing means 20 apparatus for evaluating characteristics of target molecules 22 receiving means 24 biochip 26 counter electrode 28 wave form generator 29 switch matrix 30 microscope 32 laser 34 photo multiplier tube 36 signal line 38 trigger device 40 trigger device 42 time-amplitude-converter 44 histogramming device 46 analysis module 48 processor 50 storage for empirical data 52 storage for modelling software 54 output device 56 apparatus for elevating characteristics of target molecules 58 photo sensor 60 current amplifier 62 oscilloscope