Herein is reported an immunoassay-based determination of in-solution binding kinetics in buffer or serum/plasma samples.
The pharmacological effect of a systemically acting drug is a function not only of the intrinsic activity of the drug, but also of its absorption, distribution, metabolism, and excretion within the human body. These characteristics are combined under the term “pharmacokinetics.” Pharmacokinetics is commonly referred to as the study of the time courses (i.e., kinetics) associated with the dynamic processes of absorption, distribution, metabolism, and excretion of a drug and/or its metabolites within a living organism, and is closely interrelated with the fields of biopharmaceuticals, pharmacology, and therapeutics.
Because the body delays the transport of drug molecules across membranes, dilutes them into various compartments of distribution, transforms them into metabolites, and eventually excretes them, it is often difficult to predict the pharmacological effect of a drug in vivo. Researchers, however, commonly use pharmacokinetic studies as one method to predict the efficacy of a drug at a site of action within the body.
Traditionally, researchers involved with preclinical absorption, distribution, metabolism, and excretion studies have used pharmacokinetic/mathematical models coupled with actual drug concentration data from blood (or serum or plasma) and/or urine, as well as concentration data from various tissues, to characterize the behavior and way of a drug within living organisms.
Having pharmacokinetic information at hand it may be seen (1) whether the drug was poorly absorbed to yield sub-therapeutic circulating levels, or (2) whether the drug experienced pre-systemic metabolism to an inactive metabolite. Such information may also provide guidance for subsequent decisions, such as (1) whether to improve drug absorption by altering the salt form or formulation, (2) whether to investigate the possibility of making prodrugs, or (3) whether to consider a different route of administration.
In addition to the foregoing, pharmacokinetic/mathematical models are also generally considered useful for, among other things: (1) predicting plasma, tissue, and urine drug levels with any dosage regimen; (2) calculating the optimum dosage regimen for an individual patient; (3) estimating the possible accumulation of drugs and/or metabolites; (4) correlating drug concentrations with pharmacologic and toxicological activity (i.e., pharmacodynamics); (5) evaluating differences in the rate or extent of availability between formulations (i.e., bioequivalence); (6) describing how changes in physiology or disease affect the absorption, distribution, and/or elimination of the drug; and (7) explaining drug-drug and food-drug interactions.
Pharmacokinetic absorption, distribution, metabolism, and excretion data has also become an integral part of the pharmacological characterization process of promising new drug candidates.
Thus, an essential part of the drug development process is the characterization of pharmacokinetics (PK) and toxicokinetics (TK) of the drug and the establishment of an understanding of the relationship between the pharmacokinetic and pharmacodynamic (PD) effects (PK/PD). Prerequisite for PK/TK assessment is the availability of reliable bioanalytical methods. In contrast to small molecule drugs which are commonly quantified using liquid chromatography-mass spectrometry (LC-MS) based methods, the bioanalytical gold standard technology for therapeutic proteins is a ligand binding assay (LBA). Besides high sensitivity and high-throughput capabilities, a major advantage of LBAs is the possibility to analyze either total drug concentrations or specifically only ligand binding competent drug molecules (“free drug”).
A clear understanding of the capabilities and limitations of a bioanalytical assay used for drug quantification is essential to enable a plausible data interpretation. Prerequisite to determine the free drug concentration is the use of a LBA which enables the analysis of ligand binding competent drug molecules in complex matrix, e.g. by use of a target capture assays. However, the selection of an appropriate assay format alone is not necessarily sufficient for accurate determination of the free drug concentration. Drug and target interact in a reversible non-covalent manner governed by the law of mass action. In addition, LBAs are equally based on reversible non-covalent interaction between the drug/analyte and the assay reagents. Consequently, assay results are easily confounded by any interference in the equilibrium of the binding partners. Such assay interferences have been addressed in the current literature, but not been discussed in detail yet (see e.g. Lee, J. W., et al., AAPS.J. 13 (2011) 99-110, Kuang, B., et al., Bioanal. 2 (2010) 1125-1140).
Standard technology for bioanalysis of therapeutic proteins are ligand binding assays (LBA). A major advantage of LBAs is the possibility to differentiate between total drug and target binding competent drug concentrations. However, the selection of an appropriate assay format alone is not necessarily sufficient for accurate determination of the free drug concentration. Drug, target and assay reagents interact in a reversible non-covalent manner governed by the law of mass action. Consequently, assay results are easily confounded by any interference in the equilibrium of the binding partners. A clear understanding of the possibilities and limitations of an assay is, however, essential to enable a plausible data interpretation (see e.g. Staack, G., et al., Bioanalysis 4 (2012) 381-395).
In WO 2008/005674 methods of analyzing binding interactions are reported. Methods for preparation and use of a Coomassie brilliant blue/protein complex are reported in U.S. Pat. No. 6,057,160. Azimzandeh, A. and Van Regenmortel, M.H.V., report the measurement of affinity of viral monoclonal antibodies by ELISA titration of free antibody in equilibrium mixtures (J. Immunol. Meth. 141 (1991) 199-208). Lee, J. W., et al. (AAPS J. 13 (2011) 99-110) report bioanalytical approaches to quantify “total” and “free” therapeutic antibodies and their targets. Mathematical simulations for bioanalytical assay development are reported by Staack, R. F., et al. (Bioanalysis 4 (2012) 381-395). In WO 2011/094445 engineered polypeptide agents for targeted broad spectrum influenza neutralization are reported.
There has been a need for the determination of free drug/binder in a sample comprising a mixture of free drug/binder, target-drug/ligand-drug complexes and free target/ligand.
It has been found that the determination of affinity and binding kinetics (KD, rate constant for on- and off-rate) of a binder and its ligand in buffer or serum/plasma samples can be effected with a very limited/small number of measurements/samples, i.e. one or two (and providing an appropriate calibration). The method is based on the finding that the determination of free binder or free ligand is possible if the determination is performed within the linear/constant plateau range of the curve (at low binder/high ligand concentration no changes in free binder fraction, or likewise at high binder/low ligand concentration no changes in free ligand fraction).
It has been found that the determination of a single (one) value (i.e. e.g. one value for the amount of free binder) is sufficient for the determination of affinity. If a further second value is determined, which is optional, the method also comprises an intrinsic quality control of the determined result. Thus, with the method as reported herein no difficult plot of data points has to be acquired and analyzed. It is even not necessary to perform a best fit of the determined data points.
Determination of binding kinetics is possible with the determination of one value, if the affinity is known.
It has been found that the measurement should be performed with samples with excess of one partner (excess of binder over ligand (high binder:ligand ratio) or excess of ligand over binder (high ligand:binder ratio)).
In one embodiment the excess of one partner is at 10 times. In one embodiment the excess of one partner is at least 40 times. In one embodiment the excess of one partner is at least 100 times.
It has been found that the method as reported herein can be used with a sample comprising serum or plasma.
In the method as reported herein is the concentration of the ligand or binder kept constant while the concentration of the respective other partner (i.e. binder or ligand) is varied.
In one embodiment of the method as reported herein is the concentration of the binder kept constant while the concentration of the ligand is varied.
It has been found that at a low binder:ligand ratio (i.e. below 1) a free binder plateau can be observed, which is ligand concentration and KD-specific, thus, at low binder:ligand ratios a constant value for the free binder fraction is obtained. Likewise, at a high binder:ligand ratio (i.e. above 1) a free ligand plateau can be observed, which is binder concentration and KD-specific, thus, at high binder:ligand ratios a constant value for the free ligand fraction is obtained.
One aspect as reported herein is a method for the determination of the binding affinity (KD value) of a binder to its ligand comprising the following steps:
One aspect as reported herein is a method for the determination of the binding affinity (KD value) of a binder to its ligand comprising the following step:
One aspect as reported herein is a method for the determination of the binding affinity (KD value) of a binder to its ligand comprising the following step:
One aspect as reported herein is a method for the determination of the binding affinity (KD value) of a binder to its ligand comprising the following step:
In one embodiment the method is not a scatchard analysis.
In one embodiment the method does not require linearization of the data points.
In one embodiment the method does not require the calculation of EC50 or IC50 values.
In one embodiment two or three different binder:ligand ratios are used.
One aspect as reported herein is a method for the determination of the binding affinity (KD value) of a binder to its ligand comprising the following steps:
One aspect as reported herein is a method for the determination of the binding affinity (KD value) of a binder to its ligand comprising the following steps:
One aspect as reported herein is a method for the determination of the binding affinity (KD value) of a binder to its ligand comprising the following steps:
One aspect as reported herein is a method for the determination of the binding affinity (KD value) of a binder to its ligand comprising the following steps:
One aspect as reported herein is a method for the determination of the binding affinity (KD value) of a binder to its ligand comprising the following steps:
In one embodiment of all aspects as reported herein the binder/ligand is selected from the group comprising antigen/antibody, cell/label, drug/target, receptor/receptor ligand, enzyme/enzyme substrate, and complexant/metal ion.
In one embodiment of all aspects as reported herein the binder is selected from the group comprising small molecule drug, biologically active polypeptide, and antibody.
In one embodiment of all aspects as reported herein the antibody is selected from the group comprising full length antibody, antibody fragment, and antibody conjugate.
In one embodiment of all aspects as reported herein the antibody is selected from the group comprising monospecific antibody, bispecific antibody, trispecific antibody, tetraspecific antibody, and hexaspecific antibody.
In one embodiment of all aspects as reported herein the antibody is selected from bivalent antibody, trivalent antibody, tetravalent antibody, and hexavalent antibody.
In one embodiment of all aspects as reported herein the sample comprises serum or plasma.
In one embodiment of all aspects as reported herein the determining is by an immunoassay. In one embodiment the re-analyzing is by the same immunoassay. In one embodiment the immunoassay is a heterogeneous assay.
In one embodiment of all aspects as reported herein the drug/binder is an antibody and the target/ligand is the antigen that is specifically bound by the antibody.
In one embodiment of all aspects as reported herein the binder or the ligand is immobilized on a solid phase.
In one embodiment of all aspects as reported herein for the calculation of the KD value the following equation is used:
KD=(free drug/binder fraction)*(target/ligand concentration [nM])/(1−free drug/binder fraction).
One aspect as reported herein is the use of a single data point (determined using an appropriate calibration) determined at the free binder plateau for the determination of in solution affinity (KD).
One aspect as reported herein is the use of a method as reported herein for the determination of KD for the determination of binding kinetics/rate constants (kon and koff), by determination of free binder or ligand concentrations in the association or sample dilution induced dissociation phase of binder and ligand.
One aspect as reported herein is the use of a method as reported herein for the determination of in solution binding kinetics/rate constants (kon and koff).
One aspect as reported herein is the use of a method as reported herein for the determination of in solution kon values. In this case the KD value is known.
One aspect as reported herein is the use of a method as reported herein for the determination of in solution koff values.
It has been found that the determination of affinity and binding kinetics (KD, rate constant for on- and off-rate) of a binder to its ligand in buffer or serum/plasma samples can be effected with a small number of samples based on the determination of free binder or free ligand whereby the determination should be performed within the linear/constant plateau range of the curve, i.e. at low binder/ligand concentration, no changes in free binder fraction, or likewise at high binder/ligand concentration, no changes in free ligand fraction).
It has been found that at a low binder:ligand ratio a free binder plateau can be observed, which is ligand concentration and KD-specific, thus, at low binder:ligand ratios a constant value for the free binder fraction is obtained. Likewise, at a high binder:ligand ratio a free ligand plateau can be observed, which is binder concentration and KD-specific, thus, at high binder:ligand ratios a constant value for the free ligand fraction is obtained.
The term “free binder plateau” denotes the binder concentration range at a constant ligand concentration in samples comprising varying binder concentrations, constant ligand concentrations and respective non-covalent binder-ligand-complexes where the free binder fraction stays constant (see e.g.
The term “free ligand plateau” denotes the ligand concentration range at a constant binder concentration in samples comprising varying ligand concentrations, constant binder concentrations and respective non-covalent binder-ligand-complexes where the free ligand fraction stays constant.
The term “comparable” denotes that the relative difference (% Diff) of two determined values is less than 100%. In one embodiment the difference is less than 50%. In one embodiment the difference is less than 30%. The difference (% Diff) is calculated with the following formula:
% Diff=[(highest value)−(lowest value)]/(arithmetic mean of the values).
For example, in a first determination 10% free binder has been determined and in a second determination 13% free binder has been determined. According to the formula above this results in a difference of 26% (13−10)/((13+10)/2)=26%).
The term “not-comparable” denotes that the relative difference (% Diff) of two determined values is more than 100%. In one embodiment the difference is more than 50%. In one embodiment the difference is more than 30%. The difference (% Diff) is calculated with the following formula:
% Diff=[(highest value)−(lowest value)]/(arithmetic mean of the values).
The current invention is exemplified in the following with a drug as example of a binder and a target as example of a ligand. The drug specifically interacts with the target.
As shown in
At a low drug:target ratio a free drug plateau can be observed, which is target concentration and KD-specific. An experimentally determined free drug fraction depending on the drug concentration at constant target concentration is shown in
Likewise at high drug:target ratios a similar plateau can be observed. This plateau can also be used for the determination of the KD value. Therefore, all aspects and embodiment that are directed to a low drug:target ratio (excess of target) can also be performed with a high drug:target ratio (excess of drug).
Likewise the method can be varied by determining the free target concentration if an excess of drug is used. Therefore, all aspects and embodiments that are directed to a drug can also be performed when directed to a target.
It has been found that the free drug fraction and correspondingly the KD value is constant independent from drug concentration within the free drug plateau (see
It has been found that the KD value is constant independent from target concentration within free drug plateau (see
To determine drug-target affinity and binding kinetics (KD, rate constant for on- and off-rate) in buffer or serum/plasma samples, samples were generated with different expected free drug/analyte concentration (for KD estimation the equilibrium has to be reached). The free drug/analyte fraction has to be in the linear/constant plateau range of the curve (low drug/analyte concentration, no changes in free drug fraction). For a first estimation of the free drug/analyte fraction
Thus, any method that is suitable for the determination of free drug fraction can be used in the method as reported herein.
Alternatively the free drug fraction can be determined indirectly by using an assay setup for the determination of the formed complex.
For example, to determine the free drug/analyte concentration in buffer or serum/plasma samples two serial sandwich enzyme linked immunosorbent assays (ELISA) can be used.
In more detail, biotinylated capture protein (target-Bi), drug/analyte, mAb<drug/analyte>-Dig and anti-Digoxigenin-POD are successively added to a streptavidin (SA) coated microtiter plate (MTP), incubating each reagent for 1 hour on a MTP shaker. For an assay speed up alternatively mAb<drug/analyte>-POD can be used instead of the combination of mAb<drug/analyte>-Dig and anti-Digoxigenin-POD.
For an accurate image of the free drug/analyte concentration in solution drug/analyte is incubated for about 5 min. (compromise between signal generation and minimum interference of the equilibrium).
After each step the MTP is washed three times and residual fluids are removed. Finally, the formed immobilized immune complexes are visualized by addition of TMB solution, a POD substrate, which is converted to a colored reaction product. The color development should be photometrically monitored (absorption at 680 nm-450 nm reference wave length) and be stopped by addition of 1 M H2SO4 when the highest calibrator reaches an OD of 0.65. Finally, the color intensity is photometrically determined (absorption at 450 nm-690 nm reference wave length) and is proportional to the analyte concentration in the serum/plasma/buffer sample. The quantification of drug/analyte is performed by back-calculation of the absorbance values using the corresponding standard curve with a non-linear 4 parameter Wiemer-Rodbard curve fitting function.
After recalculating the free drug concentration of the incubated samples a curve, similar to that shown in
For the calculation of the KD value the following equation is used:
KD=(free drug fraction)*(target concentration [nM])/(1−free drug fraction)
Exemplary calculation (see also Example 3):
With the method as reported herein a low amount of drug is required and high affinity drugs can be analyzed/characterized.
One aspect as reported herein is the use of the method as reported herein for the determination of the KD value of bivalent drugs, such as antibodies.
In one embodiment the determination of the KD value is by dilution induced dissociation of drug target complexes starting from a sample at equilibrium.
The intrinsic problem of all in solution approaches for determining the KD value of bivalent drugs is the presence of an equilibrium between total free drug (no valency occupied), partial free drug (one valency occupied) and bound drug (both valencies occupied) because the in solution approach is based on the determination of free drug.
Generally a sample used for the determination of the KD value of a bivalent drug comprises a known amount of drug and target. The readout of a free drug assay is via a free drug calibration curve correlated to an amount of the free drug present in the sample. For bivalent drugs the free drug is a mixture of total free drug and partially free drug whereby the individual fractions thereof are distributed according to a statistical distribution. The actual free drug concentration can be determined using the statistical distribution of total free drug and partially free drug which result in the determined total amount of binding competent drugs.
The method can comprise the following steps:
Furthermore, step 3 and Step 4 can be replaced by incubation with mAb<drug/analyte>-POD.
One aspect as reported herein is the use of the method as reported herein for the determination of the binding kinetics of binders.
This method comprises three steps:
In principle two approaches are possible:
For a given KD only one kon and koff can result in free drug fractions at two given time points (see
For the determination of the rate constant of an interaction two methods are possible. For the calculation of the rate constant both methods use the KD value as a constant which has to be determined. One possible approach is to mix both binding partners and measure during the association phase e.g. free drug fraction (“association-equilibrium approach”). The other possibility for the determination of the rate constant is to perturbate an equilibrated mixture by dilution and measure e.g. the free drug fraction during the dissociation phase before the equilibrium is reached (“equilibrium-dissociation approach”). For each approach only one data point of the not equilibrated sample is necessary. The calculation of the rate constant is performed by solving the differential equations of the system (e.g. reaction 2nd order). There is only one pair of kon (rate constant for the association) and koff (rate constant for the dissociation) possible which represents the system with the known KD value. Application of both approaches can be used for mutual confirmation of the determined kinetic parameters.
For the calculation of the rate constants a fit of the estimated free drug fraction at least at one not equilibrium time point (see
Differential equation:
d/dt(drug)=−kon*drug*target+koff*complex
d/dt(target)=−kon*drug*target+koff*complex
d/dt(complex)=kon*drug*target−koff*complex
For the determination of binding kinetics the immunoassay as reported herein for the determination of free drug can be used.
The assay comprises the following steps:
Thus, the methods as reported herein have characteristic features such as
The following examples and figures are provided to aid the understanding of the present invention, the true scope of which is set forth in the appended claims. It is understood that modifications can be made in the procedures set forth without departing from the spirit of the invention.
Materials
Equipment
Consumables
Samples
Buffers
Reagents
General Assay Principle for KD Value Determination
To determine the free drug/analyte concentration in buffer or serum/plasma samples two serial sandwich enzyme linked immunosorbent assays (ELISA) had been established.
Biotinylated capture protein (target-Bi), drug/analyte, mAb<drug/analyte>-Dig and anti-Digoxigenin-POD are successively added to a streptavidin (SA) coated microtiter plate (MTP), incubating each reagent for 1 hour on a MTP shaker. For an assay speed up alternatively mAb<drug/analyte>-POD can be used instead of the combination of mAb<drug/analyte>-Dig and anti-Digoxigenin-POD.
For an accurate image of the free drug/analyte concentration in solution drug/analyte is incubated for about 5 min (compromise between signal generation and minimum interference of the equilibrium).
After each step the MTP is washed three times and residual fluids are removed. Finally, the formed immobilized immune complexes are visualized by addition of TMB solution, a POD substrate, which is converted to a colored reaction product. The color development should be photometrically monitored (absorption at 680 nm-450 nm reference wave length) and be stopped by addition of 1 M H2SO4 when the highest calibrator reaches an OD of 0.65. Finally, the color intensity is photometrically determined (absorption at 450 nm-690 nm reference wave length) and is proportional to the analyte concentration in the serum/plasma/buffer sample. The quantification of drug/analyte is performed by back-calculation of the absorbance values using the corresponding standard curve with a non-linear 4 parameter Wiemer-Rodbard curve fitting function.
Sample Analysis
Samples, quality control samples (QC) and positive control standards are analyzed in assay buffer.
All steps of the test procedure are performed at +15° C. to +25° C. (RT).
The volumes given are calculated for the preparation of a single MTP. If analyzing more than one MTP multiply the volumes indicated below by the number of MTPs. The minimal pipetting volume is 2 μL.
To ensure accurate measurements, all test samples, positive control sample dilutions (standard curve) and quality control samples should be analyzed in duplicate.
Preparation of calibration standards and test samples:
Prepare serial titrations of the standard of drug/target (mAb<target>) as standard curve comprising 7 different calibrator concentrations and one blank value (serial dilution 1:2.5 in 100% pooled buffer/serum/plasma).
Prepare several test samples (incubation of drug/analyte with target) as estimated by
The assay comprises the following steps:
Step 3 and Step 4 can be replaced by incubation with mAb<Drug/Analyte>-POD.
Immunoassay-Based In-Solution KD Value Determination—Monovalent Binding Example using a Bispecific Anti-EGFR/IGFR Antibody as Drug and EGFR as Target
The immunoassay and determination of free drug as well as the calculation of the KD value have been performed as outlined above.
The KD determination (using 15 hour incubation time to assure equilibrium) has been performed with varying drug and target concentrations on different days. The results are shown in the following table.
It can be seen that the KD value determination is reproducible and independent from drug concentration and from target concentration.
Immunoassay-Based In-Solution KD Value Determination—Monovalent Binding Example Using a Bispecific Anti-EGFR/IGFR Antibody as Drug and IGFR as Target
The immunoassay and determination of free drug as well as the calculation of the KD value have been performed as outlined above.
The KD determination (using 15 hour incubation time to assure equilibrium) has been performed with varying drug and target concentrations on different days. The results are shown in the following table.
Immunoassay-Based Binding Kinetics Determination—Association and Equilibrium Approach Using a Bispecific Anti-EGFR/IGFR Antibody as Drug and EGFR as Target
The bispecific antibody was used at a concentration of 17 ng/mL. EGFR (target) was used at a concentration of 1 nM. The determined KD value is 0.09 nM.
The determined free drug fraction after 30 min incubation time (association phase) was 0.31 (first time point in
Based on these experimental results the binding kinetics parameter koff was calculated to be 0.000073 (l/s) and the binding kinetics parameter kon was calculated to be 7300000 (l/s*nM).
Immunoassay-Based Binding Kinetics Determination—Equilibrium and Dissociation Approach using a Bispecific Anti-EGFR/IGFR Antibody as Drug and IGFR as Target
The bispecific antibody was used at a concentration of 680 ng/mL. IGFR (target) was used at a concentration of 200 nM. The determined KD value is 9.4*10−9 M.
The determined free drug fraction at equilibrium was 0.07. The determined free drug fraction 15 min. after buffer dilution (dissociation phase) was 0.67.
Based on these experimental results the binding kinetics parameter koff was calculated to be 0.0014854 (l/s) and the binding kinetics parameter kon was calculated to be 158020 (l/s*nM).
Number | Date | Country | Kind |
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12179742 | Aug 2012 | EP | regional |
This application is continuation of U.S. patent application Ser. No. 14/419,984, filed Feb. 6, 2015, now abandoned, which is a national stage entry of International Application No. PCT/EP2013/066265, having an international filing date of Aug. 2, 2013, and which claims the benefit of European Patent Application No. 12179742.7, filed Aug. 8, 2012, each of which are incorporated herein by reference in its entirety.
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6057160 | Silber et al. | May 2000 | A |
9797900 | Dahl et al. | Oct 2017 | B2 |
Number | Date | Country |
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101173923 | Sep 2011 | CN |
2008005674 | Jan 2008 | WO |
2011038301 | Mar 2011 | WO |
WO-2011038301 | Mar 2011 | WO |
2011094445 | Aug 2011 | WO |
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Number | Date | Country | |
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20200173989 A1 | Jun 2020 | US |
Number | Date | Country | |
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Parent | 14419984 | US | |
Child | 16508254 | US |