In 2019, the U.S. pharmaceutical industry invested 83 billion in research and development and in 2021 alone, 50 novel drugs were approved by the Food and Drug Administration. Numerous new drug targets are discovered on an annual basis. As a result, a high level of drug development will undoubtedly become increasingly important.
Small organic molecules are the active ingredients in many pharmaceuticals. The molecules are designed to bind to and inhibit a receptor, enzyme or other protein targets in-vivo. However, the drug discovery process includes several bottlenecks. For instance, early in the discovery process, compounds that bind to a specific target must be identified. Typically, this analysis is done by experimentally verifying interactions for a large number of drug candidates. Biding detection can be achieved based on changes in a parameter detected by various methods, for instance by optical spectroscopy or nuclear magnetic resonance (NMR).
NMR methods of drug discovery can be accomplished by observing a property such as nuclear spin that is contained in the analyzed molecule without the requirement for including a synthetic label. Although NMR can be used for high-throughput screening to identify binding to the detection of binding affinity, localization to a binding pocket, or determination of binding pocket structure, a major disadvantage of NMR spectroscopy in this context is its low detection sensitivity. Accordingly, there exists a need for improved systems and methods that utilize NMR in the drug discovery process.
The present disclosure utilizes a hyperpolarization method to provide such improved systems and methods. As described herein, hyperpolarization increases nuclear spin alignment prior to data acquisition and can improve signals by several levels of magnitude.
As described herein, the systems and methods can utilize methods such as signal amplification by reversible exchange (SABRE) that use hydrogen (H2) in the para-spin state to provide desired outcomes. Para-hydrogen derived hyperpolarization can be generated inexpensively and has previously not been widely applied for biological NMR or for characterization of ligand interactions.
The systems and methods provide by the present disclosure provides several benefits by using para-hydrogen. It alleviates an incompatibility of the needed polarization transfer catalyst with aqueous samples and proteins as well as other effects that result in low polarization for this application. Further, separating the generation of hyperpolarization for a ligand, and detecting the interaction with the protein, allows optimizing both steps separately. Using the described systems, the hyperpolarized ligand can be injected rapidly into a spectrometer for NMR detection. The detection can occur in one of two modalities, either using a high-field NMR spectrometer containing a superconducting magnet or a low-field NMR instrument that requires only a weak electromagnet.
Although high field NMR can provide higher detection sensitivity, the low-field NMR methods have important cost advantages over other screening methods. The projected cost of an apparatus encompassing low-field NMR detection, which includes sample preparation, injection and measurement, is less than 10% of a high-field NMR system.
Moreover, the methods of the present disclosure can be utilized in competitive binding assays as shown in the examples provided herewith.
Other objects, features and advantages of the present disclosure will become apparent from the following detailed description. It should be understood, however, that the detailed description and the specific examples, while indicating specific embodiments of the invention, are given by way of illustration only, since various changes and modifications within the spirit and scope of the invention will become apparent to those skilled in the art from this detailed description.
Various embodiments of the invention are described herein as follows. In an illustrative aspect, a method for measuring interactions between a ligand and a protein is provided. The method comprises the steps of hyperpolarizing a ligand in a solvent using para-hydrogen to form a first solution; transferring the first solution to a detector; mixing the first solution with a protein solution, the protein solution having one or more ligands of interest therein; and determining interactions of the hyperpolarized ligand with the one or more ligands of interest by observing a change in an NMR signal of the hyperpolarized ligand, wherein the ligand includes one or more sites for hyperpolarization by parahydrogen, and one or more binding sites for interaction with the protein.
In an embodiment, the ligand is hyperpolarized by signal amplification by reversible exchange (SABRE) to transfer nuclear spin polarization from para-hydrogen. SABRE is generally known in the art to the skilled artisan. In an embodiment, the nuclear spin polarization is transferred from para-hydrogen to molecules of interest.
In an embodiment, the ligand is hyperpolarized by a hydrogenation catalyst where the ligand reacts with parahydrogen. In an embodiment, the nuclear spin polarization is transferred from para-hydrogen to molecules of interest.
In an embodiment, the one or more binding sites of the hyperpolarized ligand bind weakly to the protein. In an embodiment, the ligands of interest are comprised in a library of potential candidate ligands for the protein. In an embodiment, the hyperpolarized ligand is the ligand of interest.
In an embodiment, determining interactions of the hyperpolarized ligand is performed in the absence of superconducting magnets. In an embodiment, determining interactions of the hyperpolarized ligand is performed in the absence of high field NMR. In an embodiment, a frequency of the NMR signal is less than about 1 Tesla.
In an embodiment, hyperpolarization of the ligand in the solvent is performed in water-based solvent. In an embodiment, hyperpolarization of the ligand in the solvent is performed in an organic solvent. In an embodiment, the hyperpolarization of the ligand further comprises using a reversible transfer catalyst in the organic solvent. In an embodiment, the hyperpolarization of the ligand further comprises using a hydrogenative catalyst for producing parahydrogen derived polarization. In an embodiment, the organic solvent further comprises one or more of methanol, ethanol, chloroform, dichloromethane, or any combination thereof.
In an embodiment, the protein solution is aqueous. In an embodiment, the method further comprises diluting the solvent to minimize a concentration of organic solvent therein. In an embodiment, the solvent is diluted at a ratio approximately in a range of about 1:10 to about 1:100. In an embodiment, the ligand comprises 4-amidinopyridine, 2,4-diaininopyrimidine, trimethoprim, or any combination thereof.
In an embodiment, the step of transferring the first solution to the detector further comprises injecting the hyperpolarized molecule into an NMR spectrometer. In an embodiment, the injecting is automated.
In an embodiment, the step of observing a change in the NMR signal of the hyperpolarized ligand further comprises measuring a change in spin rate of the hydrogens in the ligand. In an embodiment, observing the change in the NMR signal of the hyperpolarized ligand further comprises one or more of observing a spin-spin (R2) relaxation of one or more hyperpolarized ligand spins or detection of a change in the binding of the hyperpolarized ligand to identify binding of the ligand of interest. In an embodiment, the change in the binding of the hyperpolarized ligand is identified from one or more of spin-lattice (R1) relaxation rate, cross-relaxation rate, chemical shift, and molecular self-diffusion measured by pulsed field gradient NMR.
In an embodiment, the method further comprises calculating a binding affinity of the ligand of interest. In an embodiment, the method further comprises optimizing the magnetic field for detection sensitivity based on the hyperpolarized ligand. In an embodiment, the ligand is not modified following hyperpolarization.
In an embodiment, the method further comprises optimizing a mixing ratio to lower a volume of the first solution that is mixed with the protein solution while increasing the ligand concentration during hyperpolarization. In an embodiment, the method further comprises adjusting a concentration of one or more of a second ligand, a polarization catalyst, an exchange rate in the polarization process, a reaction rate in the polarization process, or any combination thereof.
In an embodiment, the hyperpolarization process further comprises bubbling a para-enriched hydrogen gas into the organic or other solvent. In an embodiment, the para-enriched hydrogen gas is delivered at a pressure of about 10 bar.
In an illustrative aspect, another method for measuring interactions between a ligand and a protein is provided. The method comprises the steps of hyperpolarizing a ligand in a solvent using para-hydrogen to form a first solution; transferring the first solution to a detector; mixing the first solution with a protein solution, the protein solution optionally having one or more ligands of interest therein; and determining interactions of the hyperpolarized ligand with the protein and optionally with one or more ligands of interest by observing a change in an NMR signal of the hyperpolarized ligand, wherein the ligand includes one or more binding sites for a polarization transfer catalyst and interaction with the one or more ligands of interest. According to this described method, a hyperpolarized ligand itself is capable of being the ligand of interest.
In an illustrative aspect, a method for creating a polarizable ligand is provided. The method comprises the steps of introducing a signal amplification by reversible exchange (SABRE) catalyst or a reaction site for a hydrogenative polarization transfer catalyst to a first ligand in a solvent to produce hyperpolarization of the first ligand; and mixing hyperpolarized first ligand with a protein solution having a second ligand admixed therein to form a solution, such that a signal of the first ligand in the presence of the second ligand differs from a signal of the first ligand in the absence of the second ligand. Importantly, this described method can be utilized for means of competitive binding according to the present disclosure.
In an embodiment, the solvent is an organic solvent. In an embodiment, the solvent is a water-based solvent. In an embodiment, the step of introducing the catalyst to the first ligand in a solvent to produce hyperpolarization of the first ligand forms a hyperpolarized first ligand solution. In an embodiment, the method further comprises injecting the solution into an NMR spectrometer. In an embodiment, the injection is automated.
In an embodiment, the signal amplification by reversible exchange (SABRE) transfer catalyst comprises [Ir(IMeMes)(COD)]Cl, [Ir(MeIMes)(COD)]Cl, and [Ir(κC,N—NHC)(COD)]BPh4 (IMeMes=1-(2,4,6-trimethylphenyl)-3-methylimidazol-2-ylidene, COD=1,5-cyclooctadiene, MeIMes=1,3-bis(2,4,6-trimethylphenyl)imidazol-2-ylidene, and κC,N—NHC=1-(2,4,6-trimethylphenyl)-3-(1-pyrazolylmethyl)imidazol-2-ylidene, 1-(2,4,6-trimethylphenyl)-3-(2-pyridylmethyl)imidazol-2-ylidene, 1-(2,6-diisopropylphenyl)-3-(1-pyrazolylmethyl)imidazol-2-ylidene, 1-(2,6-diisopropylphenyl)-3-(2-pyridylmethyl)imidazol-2-ylidene, BPh4=tetraphenylborate), or any combination thereof.
In an embodiment, the method further comprises adjusting a concentration of one or more of the second ligand, the polarization transfer catalyst, or an exchange rate in the catalyst-ligand complex.
In an embodiment, introducing the transfer catalyst further comprises bubbling a para-enriched hydrogen gas into the organic solvent. In an embodiment, the para-enriched hydrogen gas is delivered at a pressure of about 10 bar.
In an embodiment, a concentration of the second ligand in the protein solution is approximately in a range of about 10 micromolars to about 500 micromolars. In an embodiment, the method further comprises adjusting a concentration of the second ligand in the protein solution in response to expected binding affinities.
In an illustrative aspect, method for creating a polarizable ligand is provided. The method comprises the steps of introducing a binding site for a non-hydrogenative polarization transfer catalyst or a reaction site for a hydrogenative polarization catalyst, as a modification to a ligand of the protein, wherein the modification provides formation of a catalyst-ligand complex or the causation of a hydrogenation reaction to hyperpolarize the ligand.
In an embodiment, the binding site for a non-hydrogenative polarization transfer catalyst comprises use of a SABRE transfer catalyst. In an embodiment, the modification of the ligand results in a weak binding affinity, where the ligand is in fast exchange with its protein bound form. In an embodiment, the hyperpolarizable ligand has a dissociation constant with the protein between 10 micromolar and 500 micromolar. In an embodiment, the hyperpolarizable ligand binds competitively to the protein with one or more ligands of interest.
In an embodiment, the SABRE transfer catalyst comprises [Ir(IMeMes)(COD)]Cl, [Ir(MeIMes)(COD)]Cl, and [Ir(κC,N—NHC)(COD)]BPh4 (IMeMes=1-(2,4,6-trimethylphenyl)-3-methylimidazol-2-ylidene, COD=1,5-cyclooctadiene, MeIMes=1,3-bis(2,4,6-trimethylphenyl)imidazol-2-ylidene, and κC,N—NHC=1-(2,4,6-trimethylphenyl)-3-(1-pyrazolylmethyl)imidazol-2-ylidene, 1-(2,4,6-trimethylphenyl)-3-(2-pyridylmethyl)imidazol-2-ylidene, 1-(2,6-diisopropylphenyl)-3-(1-pyrazolylmethyl)imidazol-2-ylidene, diisopropylphenyl)-3-(2-pyridylmethyl)imidazol-2-ylidene, BPh4=tetraphenylborate), or any combination thereof.
A system comprising means for the various methods and/or method steps according to the present disclosure is also provided.
The following numbered embodiments are contemplated and are non-limiting:
1. A method for measuring interactions between a ligand and a protein, the method comprising:
hyperpolarizing a ligand in a solvent using para-hydrogen to form a first solution;
transferring the first solution to a detector;
mixing the first solution with a protein solution, the protein solution having one or more ligands of interest therein; and
determining interactions of the hyperpolarized ligand with the one or more ligands of interest by observing a change in an NMR signal of the hyperpolarized ligand,
wherein the ligand includes one or more sites for hyperpolarization by parahydrogen, and one or more binding sites for interaction with the protein.
2. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein the ligand is hyperpolarized by signal amplification by reversible exchange (SABRE) to transfer nuclear spin polarization from para-hydrogen.
3. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein the nuclear spin polarization is transferred from para-hydrogen to molecules of interest.
4. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein the ligand is hyperpolarized by a hydrogenation catalyst where the ligand reacts with parahydrogen.
5. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein the nuclear spin polarization is transferred from para-hydrogen to molecules of interest.
6. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein the one or more binding sites of the hyperpolarized ligand bind weakly to the protein.
7. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein the ligands of interest are comprised in a library of potential candidate ligands for the protein.
8. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein the hyperpolarized ligand is the ligand of interest.
9. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein determining interactions of the hyperpolarized ligand is performed in the absence of superconducting magnets.
10. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein determining interactions of the hyperpolarized ligand is performed in the absence of high field NMR.
11. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein a frequency of the NMR signal is less than about 1 Tesla.
12. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein hyperpolarization of the ligand in the solvent is performed in water-based solvent.
13. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein hyperpolarization of the ligand in the solvent is performed in an organic solvent.
14. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein the hyperpolarization of the ligand further comprises using a reversible transfer catalyst in the organic solvent.
15. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein the hyperpolarization of the ligand further comprises using a hydrogenative catalyst for producing parahydrogen derived polarization.
16. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein the organic solvent further comprises one or more of methanol, ethanol, chloroform, dichloromethane, or any combination thereof.
17. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein the protein solution is aqueous.
18. The method of clause 1, any other suitable clause, or any combination of suitable clauses, further comprising diluting the solvent to minimize a concentration of organic solvent therein.
19. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein the solvent is diluted at a ratio approximately in a range of about 1:10 to about 1:100.
20. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein the ligand comprises 4-amidinopyridine, 2,4-diaminopyrimidine, trimethoprim, or any combination thereof.
21. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein transferring the first solution to the detector further comprises injecting the hyperpolarized molecule into an NMR spectrometer.
22. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein the injecting is automated.
23. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein observing a change in the NMR signal of the hyperpolarized ligand further comprises measuring a change in spin rate of the hydrogens in the ligand.
24. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein observing the change in the NMR signal of the hyperpolarized ligand further comprises one or more of observing a spin-spin (R2) relaxation of one or more hyperpolarized ligand spins or detection of a change in the binding of the hyperpolarized ligand to identify binding of the ligand of interest.
25. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein the change in the binding of the hyperpolarized ligand is identified from one or more of spin-lattice (R1) relaxation rate, cross-relaxation rate, chemical shift, and molecular self-diffusion measured by pulsed field gradient NMR.
26. The method of clause 1, any other suitable clause, or any combination of suitable clauses, further comprising calculating a binding affinity of the ligand of interest.
27. The method of clause 1, any other suitable clause, or any combination of suitable clauses, further comprising optimizing the magnetic field for detection sensitivity based on the hyperpolarized ligand.
28. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein the ligand is not modified following hyperpolarization.
29. The method of clause 1, any other suitable clause, or any combination of suitable clauses, further comprising optimizing a mixing ratio to lower a volume of the first solution that is mixed with the protein solution while increasing the ligand concentration during hyperpolarization.
30. The method of clause 1, any other suitable clause, or any combination of suitable clauses, further comprising adjusting a concentration of one or more of a second ligand, a polarization catalyst, an exchange rate in the polarization process, a reaction rate in the polarization process, or any combination thereof.
31. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein the hyperpolarization process further comprises bubbling a para-enriched hydrogen gas into the organic or other solvent.
32. The method of clause 1, any other suitable clause, or any combination of suitable clauses, wherein the para-enriched hydrogen gas is delivered at a pressure of about 10 bar.
33. A method for creating a polarizable ligand for use in detecting the interaction of a protein with competitively binding ligands, the method comprising:
introducing a signal amplification by reversible exchange (SABRE) catalyst or a reaction site for a hydrogenative polarization transfer catalyst to a first ligand in a solvent to produce hyperpolarization of the first ligand; and
mixing hyperpolarized first ligand with a protein solution having a second ligand admixed therein to form a solution,
such that a signal of the first ligand in the presence of the second ligand differs from a signal of the first ligand in the absence of the second ligand.
34. The method of clause 33, any other suitable clause, or any combination of suitable clauses, wherein the solvent is an organic solvent.
35. The method of clause 33, any other suitable clause, or any combination of suitable clauses, wherein the solvent is a water-based solvent.
36. The method of clause 33, any other suitable clause, or any combination of suitable clauses, wherein the step of introducing the catalyst to the first ligand in a solvent to produce hyperpolarization of the first ligand forms a hyperpolarized first ligand solution.
37. The method of clause 33, any other suitable clause, or any combination of suitable clauses, wherein further comprising injecting the solution into an NMR spectrometer.
38. The method of clause 33, any other suitable clause, or any combination of suitable clauses, wherein the injection is automated.
39. The method of clause 33, any other suitable clause, or any combination of suitable clauses, wherein the signal amplification by reversible exchange (SABRE) transfer comprises [Ir(IMeMes)(COD)]Cl, [Ir(MeIMes)(COD)]Cl, and [Ir(κC,N—NHC)(COD)]BPh4 (IMeMes=1-(2,4,6-trimethylphenyl)-3-methylimidazol-2-ylidene, COD=1,5-cyclooctadiene, MeIMes=1,3-bis(2,4,6-trimethylphenyl)imidazol-2-ylidene, and κ-C,N—NHC=1-(2,4,6-trimethylphenyl)-3-(1-pyrazolylmethyl)imidazol-2-ylidene, 1-(2,4,6-trimethylphenyl)-3-(2-pyridylmethyl)imidazol-2-ylidene, 1-(2,6-diisopropylphenyl)-3-(1-pyrazolylmethyl)imidazol-2-ylidene, diisopropylphenyl)-3-(2-pyridylmethyl)imidazol-2-ylidene, BPh4=tetraphenylborate), or any combination thereof.
40. The method of clause 33, any other suitable clause, or any combination of suitable clauses, further comprising adjusting a concentration of one or more of the second ligand, the polarization transfer catalyst, or an exchange rate in the catalyst-ligand complex.
41. The method of clause 34, any other suitable clause, or any combination of suitable clauses, wherein introducing the transfer catalyst further comprises bubbling a para-enriched hydrogen gas into the organic solvent.
42. The method of clause 33, any other suitable clause, or any combination of suitable clauses, wherein the para-enriched hydrogen gas is delivered at a pressure of about 10 bar.
43. The method of clause 33, any other suitable clause, or any combination of suitable clauses, wherein a concentration of the second ligand in the protein solution is approximately in a range of about 10 micromolars to about 500 micromolars.
44. The method of clause 33, any other suitable clause, or any combination of suitable clauses, further comprising adjusting a concentration of the second ligand in the protein solution in response to expected binding affinities.
45. A method for creating a polarizable ligand for use in detecting the interaction of a protein with competitively binding ligands, the method comprising:
designing a first ligand to the protein comprising a binding site to a signal amplification by reversible exchange (SABRE) catalyst or a reaction site for a hydrogenative polarization transfer catalyst;
introducing the catalyst to the first ligand in a solvent to produce hyperpolarization of the first ligand; and
mixing hyperpolarized first ligand with a protein solution having a second ligand admixed therein to form a solution,
such that a signal of the first ligand in the presence of the second ligand differs from a signal of the first ligand in the absence of the second ligand.
46. The method of clause 45, any other suitable clause, or any combination of suitable clauses, wherein the solvent is an organic solvent.
47. The method of clause 45, any other suitable clause, or any combination of suitable clauses, wherein the solvent is a water-based solvent.
48. The method of clause 45, any other suitable clause, or any combination of suitable clauses, wherein the step of introducing the catalyst to the first ligand in a solvent to produce hyperpolarization of the first ligand forms a hyperpolarized first ligand solution.
49. The method of clause 45, any other suitable clause, or any combination of suitable clauses, wherein further comprising injecting the solution into an NMR spectrometer.
50. The method of clause 45, any other suitable clause, or any combination of suitable clauses, wherein the injection is automated.
51. The method of clause 45, any other suitable clause, or any combination of suitable clauses, wherein the signal amplification by reversible exchange (SABRE) transfer comprises [Ir(IMeMes)(COD)]Cl, [Ir(MeIMes)(COD)]Cl, and [Ir(κC,N—NHC)(COD)]BPh4 (IMeMes=1-(2,4,6-trimethylphenyl)-3-methylimidazol-2-ylidene, COD=1,5-cyclooctadiene, MeIMes=1,3-bis(2,4,6-trimethylphenyl)imidazol-2-ylidene, and κ-C,N—NHC=1-(2,4,6-trimethylphenyl)-3-(1-pyrazolylmethyl)imidazol-2-ylidene, 1-(2,4,6-trimethylphenyl)-3-(2-pyridylmethyl)imidazol-2-ylidene, 1-(2,6-diisopropylphenyl)-3-(1-pyrazolylmethyl)imidazol-2-ylidene, diisopropylphenyl)-3-(2-pyridylmethyl)imidazol-2-ylidene, BPh4=tetraphenylborate), or any combination thereof.
52. The method of clause 45, any other suitable clause, or any combination of suitable clauses, further comprising adjusting a concentration of one or more of the second ligand, the polarization transfer catalyst, or an exchange rate in the catalyst-ligand complex.
53. The method of clause 46, any other suitable clause, or any combination of suitable clauses, wherein introducing the transfer catalyst further comprises bubbling a para-enriched hydrogen gas into the organic solvent.
54. The method of clause 45, any other suitable clause, or any combination of suitable clauses, wherein the para-enriched hydrogen gas is delivered at a pressure of about 10 bar.
55. The method of clause 45, any other suitable clause, or any combination of suitable clauses, wherein a concentration of the second ligand in the protein solution is approximately in a range of about 10 micromolars to about 500 micromolars.
The method of clause 45, any other suitable clause, or any combination of suitable clauses, further comprising adjusting a concentration of the second ligand in the protein solution in response to expected binding affinities.
56. A method for measuring interactions between a ligand and a protein, the method comprising:
hyperpolarizing a ligand in a solvent using para-hydrogen to form a first solution; transferring the first solution to a detector;
mixing the first solution with a protein solution, the protein solution optionally having one or more ligands of interest therein; and
determining interactions of the hyperpolarized ligand with the protein and optionally with one or more ligands of interest by observing a change in an NMR signal of the hyperpolarized ligand,
wherein the ligand includes one or more binding sites for a polarization transfer catalyst and interaction with the one or more ligands of interest.
57. A method for creating a polarizable ligand, the method comprising introducing a binding site for a non-hydrogenative polarization transfer catalyst or a reaction site for a hydrogenative polarization catalyst, as a modification to a ligand of the protein, wherein the modification provides formation of a catalyst-ligand complex or the causation of a hydrogenation reaction to hyperpolarize the ligand.
58. The method of claim 57, wherein the binding site for a non-hydrogenative polarization transfer catalyst comprises use of a SABRE transfer catalyst.
59. The method of claim 57, wherein the modification of the ligand results in a weak binding affinity, where the ligand is in fast exchange with its protein bound form.
60. The method of claim 57, wherein the hyperpolarizable ligand has a dissociation constant with the protein between 10 micromolar and 500 micromolar.
61. The method of claim 57, wherein the hyperpolarizable ligand binds competitively to the protein with one or more ligands of interest.
62. The method of claim 57, wherein the SABRE transfer catalyst comprises [Ir(IMeMes)(COD)]Cl, [Ir(MeIMes)(COD)]Cl, and [Ir(κC,N—NHC)(COD)]BPh4 (IMeMes=1-(2,4,6-trimethylphenyl)-3-methylimidazol-2-ylidene, COD=1,5-cyclooctadiene, MeIMes=1,3-bis(2,4,6-trimethylphenyl)imidazol-2-ylidene, and κ-C,N—NHC=1-(2,4,6-trimethylphenyl)-3-(1-pyrazolylmethyl)imidazol-2-ylidene, 1-(2,4,6-trimethylphenyl)-3-(2-pyridylmethyl)imidazol ylidene, 1-(2,6-diisopropylphenyl)-3-(1-pyrazolylmethyl)imidazol-2-ylidene, 1-(2,6-diisopropylphenyl)-3-(2-pyridylmethyl)imidazol-2-ylidene, BPh4=tetraphenylborate), or any combination thereof.
The use of the term “or” in the claims is used to mean “and/or” unless explicitly indicated to refer to alternatives only or the alternatives are mutually exclusive, although the disclosure supports a definition that refers to only alternatives and “and/or.”
As used in this specification and claim(s), the words “comprising” (and any form of comprising, such as “comprise” and “comprises”), “having” (and any form of having, such as “have” and “has”), “including” (and any form of including, such as “includes” and “include”) or “containing” (and any form of containing, such as “contains” and “contain”) are inclusive or open-ended and do not exclude additional, unrecited elements or method steps.
In the instant example, hydrogen gas enriched to a level of ˜50% para-content was prepared by passing room temperature hydrogen gas over iron (III) oxide spin-flip catalyst (Sigma-Aldrich, St. Louis, Mo.) in a heat exchanger, which was immersed in liquid nitrogen The ligand sample for hyperpolarization comprises 20 mM 4-amidinopyridine hydrochloride (Alfa Aesar, Ward Hill, Mass.) in methanol-d4 (Cambridge Isotope Libraries, Andover, Mass.) The sample contained 3.5 mM of the pre-catalyst [Ir(Me)(IMes)COD]Cl, which was synthesized according to a previously established protocol. For the experiments at low concentration, this stock solution of ligand was diluted to 1.5 mM and 0.3 mM catalyst. For the SABRE experiments, the para-enriched hydrogen was bubbled through the sample solution at a pressure of 8.3·105 Pa and at 294 K. Bubbling was performed for 30 s at a field of 6.5 mT generated by a solenoid coil (diameter 22 cm and length 28 cm). After this polarization transfer step, the sample was pushed to a sample loop using the pressure of the H2 gas. The hyperpolarized sample was injected into a NMR flow-cell concomitantly with a sample of 50 mM sodium phosphate buffer in D2O (pH 7.5), or a sample of trypsin (Alfa Aesar) at 1 mM or 18 μM dissolved in the same buffer. Where indicated, 2,2′-bipyridine (Sigma-Aldrich) at 10 mM or 2.5 mM concentration was included with the protein solution. The two solutions mixed in a Y-mixer before entering the magnet. The sample injector that was used for this purpose is described elsewhere. Briefly, both samples were pushed from an injection loop made of poly ether ether ketone (PEEK) tubing of 0.5 mm inner diameter. Two high pressure syringe pumps (Models 500D and 1000D, Teledyne Isco, Lincoln, Nebr.) were filled with water and used to transfer the sample from the injection loop to the Y-mixer and subsequently into the flow-cell. Flow rates were set to 110 ml/minute and 150 ml/minute, respectively. The injection time was 128 ms, during which the pump was active before sample mixing. The time after mixing but before sample reaching flow cell was 1070 ms, and the stabilization time before triggering the NMR experiment was 500 ms. An measurements were performed with a TXI-probe (Bruker Biospin, Billerica, Mass.). A single scan CPMG experiment was performed to find the R2 relaxation rates of the 1H spins of the ligand 4-amidinopyridine hydrochloride. A water suppression sequence was used prior to collecting the echoes, where EBURP pulses of 20 ms were applied to selectively excite the solvent signal, followed by dephasing using pulsed field gradients (Gx,y,z=70 G/cm; 1 ms). For the CPMG block, a pulsing delay of 1696.2 μs was used, and 64 points were collected per echo. The total experiment time was 10.4 seconds.
The instant example provides serine proteases including trypsin are inhibited by amidine containing ligands including benzamidine, forming a salt bridge with an aspartate residue in the active site of the protein. Although the amidine group contains nitrogen atoms, its presence in the cationic form would prevent efficient catalyst binding. SABRE hyperpolarization of benzamidine was not observed using a typical catalyst [Ir(MeIMes)(COD)]Cl (COD=cyclooctadiene, MeIMes=4,5-dimethyl-1,3-bis(2,4,6 trimethylphenyl)imidazol-2-ylidene). The putative ligand chosen for hyperpolarization was 4-amidinopyridine (
Despite the ability to hyperpolarize 4-amidinopyridine, the methanol solvent used in
Given that the Ir(IMeMes) polarization transfer catalyst is incompatible with a one-pot reaction mixture that includes the protein, a two-step process was designed for characterizing the protein-ligand interactions using SABRE hyperpolarization. The molecule to be hyperpolarized separately underwent polarization transfer from para-hydrogen in methanol-d4, and was subsequently mixed with a protein solution. This two-step procedure is congruous with previous experiments employing D-DNP for the determination of ligand binding.
For SABRE polarization, the solution of the putative ligand with polarization transfer catalyst in methanol-d4 underwent bubbling with para-hydrogen gas (
The instant example provides Single-scan Carr-Purcell-Meiboom-Gill (CPMG) NMR experiments were acquired to measure the transverse relaxation rate (R2) of the 1H spins of the putative ligand molecule. Spectra obtained from Fourier transforms of selected individual spin echoes are shown in
After integration of the signals from each echo, an exponential decay is observed (
The instant example provides a summary of the measurements under the different experimental conditions, including several repetitions, is included in Table 1. The changes in the observed relaxation rates are represented in
The result of this experiment is in agreement with competitive binding measurements of 4-amidinopyridine to trypsin measured by NMR (
The signals of the 2,2′-bipyridine chelating agent would appear in the same spectral region as the signals of interest from the ligand. An efficient transfer of hyperpolarization to 2,2′-bipyridine would not be expected because firstly, this compound is not present in the sample during the SABRE hyperpolarization step in the experiment, and secondly its off-rate is slowed due to its ability to form a bidentate complex with Ir. Nevertheless, to ensure that the rates are determined from the ligand peaks of interest, a control experiment was performed, where the ligand was not included in the reaction mixture. The resulting spectra are shown in
The instant example provides an exploration of concentration limits under current experimental conditions where both the protein and the ligand concentration are lowered for the data of
Nuclear spin hyperpolarization offers significant advantages in the detection of protein-ligand interactions, by allowing a reduction in the ligand concentration. Under conditions of fast exchange between free and bound forms of the ligand, as is the case for 4-amidinopyridine and trypsin, the protein concentration can be reduced to a level several times below the ligand concentration. The reduction in concentration facilitates working with proteins that are unstable or difficult to purify.
Although the fluctuations in the echo signals seen in
Several improvements could further increase achievable signals and lower the minimum ligand concentration. Additional water suppression or use of solvents with higher deuteration level would reduce fluctuations due to solvent signal overlap. The experiments could be performed using hydrogen gas with a higher para content. Here, 50% para-hydrogen was produced by cooling hydrogen gas to the temperature of 77 K using liquid nitrogen. Increasing the percentage by producing para-hydrogen at lower temperature could increase the signal enhancement by another factor of three. An additional improvement of at least a factor of two would be realized by changing the ligand concentration during the polarization step. As is known from the literature, optimal polarization efficiency could be achieved in a range of catalyst and ligand concentration, where a sufficient fraction of the ligand is bound to the catalyst. Based on the data in
In addition to the other reagents, the achievable signal enhancement can depend on the hydrogen gas pressure. The pressure dependence of signal enhancement for this ligand and catalyst is shown in
Without being bound by any theory, SABRE hyperpolarization using common polarization transfer catalysts could be readily achieved in polar organic solvents, here methanol. Apart from decreasing the protein concentration, a benefit of a large dilution factor upon mixing of the two solutions in this experiment is that the final concentration of the organic solvent component is reduced. The volume ratio of the experiments in
The use of SABRE for the characterization of protein-ligand interactions can be expanded to other ligands containing appropriate functional groups. These may include the —NH2, —CN groups or the heterocyclic N as demonstrated here. In addition to protons, SABRE hyperpolarization can be achieved for other nuclei, including fluorine. 19F has been hyperpolarized by SABRE both directly and indirectly through the intermediary of a nearby proton. The method described here can be adapted for ligands containing this nucleus. Similar to previous D-DNP experiments, the observation of fluorine would avoid any interference from the solvent signal. Ligand derived SABRE hyperpolarization may in the future be used for studies of macromolecular structure at the binding site, by employing polarization transfer and using calculations similar to those demonstrated by other hyperpolarization methods. An additional generalization of the experiment includes the use of one molecule with weak affinity and fast exchange rate as a reporter ligand, which becomes displaced upon binding of another ligand. This approach would require the identification of only one SABRE hyperpolarizable ligand for screening of a library of other ligands.
Characterization of Protein-Ligand Interactions by Competitive Binding with a SABRE Hyperpolarized Reporter
The instant example provides the hyperpolarization of ligand 4-amidinopyridine with an asymmetric SABRE catalyst, as previously described. The relaxation rates of this ligand in the presence and absence of protein were determined from single-scan Carr-Purcell-Meiboom-Gill (CPMG) experiments (
Subsequently, relaxation rates of the same compound, 4-aminidinopyridine, were measured when a ligand of interest was included in the protein solution. In this case, the 4-amidinopyridine acts as a reporter ligand.
The partial displacement of the reporter ligand, barring allosteric effects, indicates that the ligand of interest binds to the same binding site of the protein as the reporter ligand. Further, if the dissociation constant (KD) of the reporter ligand is known, it can be used to determine the KD of the other unknown ligands.
The instant example provides exemplary materials and methods utilized in Examples 9-12 as described herein.
Para-hydrogen was produced by passing room temperature hydrogen over iron (III) oxide spin-flip catalyst (Sigma-Aldrich, St. Louis, Mo.) in a heat exchanger immersed in liquid nitrogen at the temperature of 77 K. The para content was 50% as determined from the ratios of the signal intensities of ortho-hydrogen in the para-hydrogen enriched and from room-temperature equilibrated hydrogen.
The sample for hyperpolarization includes 0.3 mM of the asymmetric precatalyst [Ir(IMeMes)(COD)]Cl and 1.5 mM ligand 4-amidinopyridine hydrochloride (Alfa Aesar, Ward Hill, Mass.) in methanol-d4 (Cambridge Isotope Libraries, Andover, Mass.). The precatalyst was synthesized according to a previously established protocol. For the activation of the precatalyst, para-hydrogen (˜50% para-content) was bubbled through the sample at a pressure of 8.3·105 Pa and at 294 K. The SABRE hyperpolarization was conducted in a 6.5 mT magnetic field that was generated by a solenoid coil (diameter 22 cm and length 28 cm). The non-hyperpolarized sample includes 50 mM sodium phosphate buffer in D2O (pH=7.6) and 1 mM 2,2′-bipyridine, or of buffer, 2,2′-bipyridine and 40 μM trypsin. For the competition experiments, the competing ligands of interest (500 μM benzylamine, 500 μM benzamidine or 30 μM leupeptin) were included. 5 mM sodium trimethylsilylpropanesulfonate (DSS) was included as a reference compound in the non-hyperpolarized sample.
After the hyperpolarization was established, the sample was delivered to a sample loop using the pressure of the hydrogen gas. Subsequently, the sample was taken to a flow-cell that was pre-installed in the 9.4 T magnet using a high-pressure syringe pump (Model 500D Teledyne Isco, Lincoln, Nebr.). The injector device used for this purpose is described elsewhere. At the same time, the non-hyperpolarized sample was injected using another high pressure syringe pump (Model 1000D, Teledyne Isco). The two samples mixed in a Y-mixer before entering the magnet with a mixing time tmix of 1.05 seconds. For the NMR experiments, a single scan Carr-Purcell-Meiboom-Gill (CPMG) experiment was performed to determine the R2 relaxation rates of the 1H spins of the 4-amidinopyridine ligand. Before acquiring the echoes, water suppression was achieved by applying EBURP pulses of 20 ms duration to excite the water signals, and dephasing them by pulsed field gradients. A pulsing delay of 1696.2 μs was used in the CPMG block, and 64 points were collected per echo. The total experiment time was 10.4 seconds.
The echoes measured from the CPMG experiments were multiplied with time symmetric dual exponential window functions and Fourier transformed. The spectra were phased with a constant phase correction value maximizing the real part of the spectrum. A reference water signal (sample without ligand) was subtracted from each echo by scaling to the maximum solvent signal intensity. The ligand signal was then integrated (peak ˜8.1 ppm) and fitted to a single exponential curve to obtain the R2 rates from each experiment.
The concentrations in the competitive binding experiment were determined after the CPMG experiment from the same samples in the flow cell. The concentration of the reporter ligand [R]0 was determined by referencing the 1H NMR signal intensities to a sample of 20 mM of the ligand 4-amidinopyridine in the same flow cell. For the determination of the concentration of the competing ligand [C]0 and protein [P]0, the reference DSS signal was used. The dilution factor was determined based on the 1H NMR signal intensity of DSS and was used to determine the final concentrations, [C]0 and [P]0.
The dissociation constant of the reporter ligand KD,r and the total concentrations of reporting ligand [R]0 and protein [P]0 were used to determine bound fraction of reporter ligand in non-competition experiment pb,r(nc) (equations 1.5 and 1.6b). The bound fraction of reporting ligand in competition experiment pb,r(c) was calculated from the relative fraction of the bound reporter ligand f and the pb,r(nc) value (equation 1.7).
The pb,r(c), [R]0 and [P]0 values were used to calculate the apparent dissociation constant of the reporter ligand, and using the competing ligand total concentration [C]0, to calculate the dissociation constant of the competing ligand KD,c (equations 1.9 and 1.10).
The instant example provides the molecule 4-amidinopyridine (
The relaxation process is visible in the signal intensities shown in
Relaxation rates of the same molecule 4-amidinopyridine were measured when a second ligand for the protein, the competing ligand of interest, was included with the protein solution.
Under the solution conditions of the experiments, the relaxation rate in competition, R2,r(c), determined from three separate measurements was fastest with benzylamine at 1.47±0.04 s−1, followed by benzamidine at 0.88±0.06 s−1, and leupeptin at 0.58±0.05 s−1 (Table 2). Without being bound by any theory, these rates could indicate that in the first experiment, the smallest fraction of reporter ligand was displaced, with increasing fractions in the second and third experiment.
The instant example provides the level of displacement depending on the concentrations and on the dissociation constants of both the reporter and competing ligands. If the dissociation constant of the reporter ligand, KD,r, is known, it can be used to determine the dissociation constant of the competing ligand of interest, KD,c. The KD,r was independently determined to be 152±51 μM from NMR titrations (
An additional error in the measured KD,c can be introduced by binding of the reporter ligand to the polarization transfer catalyst. Although the catalyst is trapped by 2,2′-bipyridine during the NMR measurement, a remaining open coordination site may bind a ligand molecule, potentially causing changes in concentration or relaxation. There was no significant difference in R2 values between non-hyperpolarized experiments without catalyst, and SABRE experiments with inactivated catalyst. Without being bound by any theory, it could be inferred that the exchange rates of the free and catalyst-bound reporter ligands were too slow to contribute to the observed relaxation. However, the catalyst may sequester ligand at a 1:1 ratio. Accounting for the resulting reduction in free ligand concentration would cause the KD,c values to increase by at most 10%. This contribution to the measured values is neglected in the above discussion.
For a successful determination of KD,c from the experiment, the ligand and protein concentrations should be chosen to cause a partial displacement of the reporter ligand and, consequently, a relaxation rate that is different from the rates of free reporter and reporter in presence of the protein alone. The optimal concentration ranges can be predicted from calculating the relative fraction of bound reporter ligand in the competing and non-competing experiments, f=pb,r(c)/pb,r(nc) (equations 1.2-1.7). In
Under conditions where the fraction of bound reporter ligand is small and the reporter ligand is in fast exchange, f equals the value α=(R2,s(c)−R2,r(f))/(R2,r(nc)−R2,r(f)). The parameter α is calculated solely from the experimentally determined transverse relaxation rates. Based on Monte Carlo simulations and error analysis, it was previously concluded that the most reliable value of KD,c can be obtained when the a value is near 0.5.
The concentration limits for optimal determination of KD,c in general depend on the relative values of the dissociation constants of the reporter and competing ligands. This dependence is illustrated in
Under the present experimental conditions, irrespective of KD,c values, a competing ligand concentration of ˜1 μM or lower does not cause a significant displacement of the bound reporter ligand and should not be used for KD,c determination.
When 4-amidinopyridine was hyperpolarized at a concentration of 1.5 mM, signal enhancement values close to 100-fold could be achieved using 50% para-enriched H2. After dilution and mixing with the non-hyperpolarized sample, a final sample concentration of ˜150 μM was achieved for the reporter ligand. As discussed, increasing the para-percentage to 99% and further modifications in the experimental setup would enable lowering the final concentration of 4-amidinopyridine to 20 μM or less, and the protein concentration to the sub-micromolar range. This in turn would allow to further lower the concentration of the competing ligand in accordance with the above discussion.
Compared to benzamidine, a widely reported ligand for trypsin, the chosen reporter ligand contains an additional N-atom in the aromatic ring. This change in structure is required, as benzamidine cannot be hyperpolarized by SABRE. At the same time, the change in the structure facilitates the use of the molecule as a reporter ligand by reducing its affinity for the protein. A ligand of low affinity is in fast exchange with the protein, which is a requirement for the competitive binding experiment. Without being bound by any theory, although drug candidates or other molecules of biological interest may not themselves be SABRE hyperpolarizable, the described method utilizes only a single weakly binding reporter ligand for characterizing the binding of any other ligand to the same site of the protein. The reporter ligand may be found by modifying a known ligand for the target protein as for 4-amidinopyridine vs. benzamidine employed here. Additionally, computational methods may be utilized to identify a weakly binding ligand in silico. Relevant methods include combining docking with molecular dynamics simulations and determination of free energies for the protein-ligand interaction.
The instant example provides for the dissociation constant of a ligand of interest can be determined with the measurement of R2 relaxation under competitive binding. Thus, a single reporter ligand will allow the screening of a library of potential ligands to determine whether they bind to the protein, and to measure the binding affinity. This task is a common application of NMR in drug discovery. The ability to continuously produce SABRE hyperpolarization for a reporter ligand mixture, in combination with additional improvements of the injection device such as autosampling and possible complementary strategies including parallelized detection or immobilization of target proteins would enable true high-throughput screening using this method. The time required per sample may be reduced to close to the NMR scan time on the order of tens of seconds or less.
SABRE polarization enhances the signals of 1H in the molecule to be detected by several orders of magnitude. In the experiments described here, the increased signal facilitated distinguishing these signals from the water peak even in spectra acquired from echoes with short echo time, and after additional water suppression at a water proton concentration that was up to 105 times larger than the signals to be detected. In other applications, the signal enhancement from this hyperpolarization method could also be used to identify the molecule to be detected in the presence of other, abundant signals. It can become possible to measure biomolecular interactions in samples containing many different components, even without requiring purification. In such applications, the hyperpolarization can be used in a similar way as an isotope label would be applied with an isotope filtered conventional NMR experiment. However, the use of 1H SABRE hyperpolarization does not require the synthesis of compounds incorporating 13C or 15N labels, which is often difficult or expensive. In addition to 1H, SABRE can also be used to hyperpolarize other nuclei. The aforementioned 15N or 13C nuclei in molecules such as pyridine or pyruvate have been polarized using the SABRE-SHEATH method, which employs a magnetic shield to reduce the ambient field to the μT range during the polarization step. Additionally, 19F in heterocyclic rings can be hyperpolarized by the same method. 19F has an intrinsically high natural isotope abundance, and therefore does not require enrichment. Significant 19F signal enhancements of molecules such as 3-fluoropyridine, >100-fold, have been described. Fluorine atoms are abundant in drug molecules and drug lead compounds. Approximately 20% of commercial pharmaceuticals contain this nucleus, with many possessing fluorine-substituted nitrogen heterocyclic compounds. Without being bound by any theory, the abundance of such structural motifs could indicate the potential of using 19F SABRE hyperpolarization for investigating protein-ligand interactions. With 19F detection, NMR spectra are background-free, and thus do not require solvent subtraction techniques such as described in
Apart from detecting the interaction of small molecules with a protein, the method based on a small-molecule reporter ligand hyperpolarized by SABRE could be applicable to other biophysical studies. These include the characterization of enzymes, as well as the determination of macromolecular interactions, such as protein-protein or protein-nucleic acid interactions that cause the displacement of a ligand.
This application claims the benefit under 35 U.S.C. § 119(e) of U.S. Provisional Application Ser. No. 63/235,276, filed on Aug. 20, 2021, the entire disclosure of which is incorporated herein by reference.
Number | Date | Country | |
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63235276 | Aug 2021 | US |