Small Molecule Metal-Activated Protein Inhibition

Abstract
A cancer treatment comprises the administration of a pro-drug compound identified by an in silico candidate identification screening. The pro-drug candidates are selected from a data base and calculations are carried out on the association of the pro-drug candidates to form a complex with a metal ion and a proteasome active site. The pro-drug inhibits the active site of the proteasome in the presence of the metal ion and has little or no effect in the absence of the metal ion. The pro-drug can be: 3,4-dihydroxybenzoic acid; galloflavin; 2-{[(carbamoylsulfanyl)acetyl]amino}benzoic acid; 6,7-Dihydroxycoumaranone; 3,6-bis(hydroxymethyl)pyridazin-4(1H)-one; and 4′,5,7-trihydroxyisoflavone, for binding with copper ion and proteasome.
Description
BACKGROUND OF INVENTION

Cancer therapy can be as debilitating as the disease to a patient as current treatments are often accompanied by severe toxicities. These toxicities prompt continuing investigation into new therapies with reduced or, preferentially, no toxic effects. While treating cancer cells without toxicity to normal cells is the goal of drug discovery, the task itself has met with limited success due to the difficulty of distinguishing cancer cells from normal cells. One direction for the desired differentiation is to focus on the elevated levels of copper in almost all types of cancers.


Copper, which has the ability to adopt both oxidized (Cu2+) and reduced (Cul+) states, is an essential trace element for various metabolic processes in living organisms. There are several enzymes that use copper for processes necessary for carcinogenesis such as extracellular matrix degradation, endothelial cell proliferation, and migration mediated by integrins. Due to its role in important physiologic processes, including metabolism, the concentration of copper in organisms is tightly regulated. Copper is an element that plays an essential role in tumor development, angiogenesis, and metastasis. Experimental evidence exists that shows tumor tissues possess both elevated copper and altered copper/zinc ratios in a stage dependent manner across multiple types of carcinomas. Elevated serum copper levels in cancer patients have been reported in a wide variety of tumors in the following tissues: breast, cervical, ovarian, lung, prostate, and stomach.


For example, many investigators have shown that growth inhibitory effects, both in vitro and in vivo are specific to cancer cells for thymoquinone (TQ), a known anti-inflammatory, antioxidant and anti-neoplastic compound. Although a known antioxidant at low concentrations, a pro-oxidant effect has been demonstrated for TQ. TQ's proposed activity is attributed to it causing DNA breakage in the absence of added copper ions in lymphocytes presumably through mobilization of endogenous copper ions where redox cycling of copper leads to the generation of reactive oxygen species to serve as the proximal DNA cleaving agent.


Inhibition of proteasomes, cellular complexes that break down proteins, is an emerging strategy for anti-cancer therapy. Degradation of cellular proteins is a highly complex and regulated process central to the regulation of cellular function and maintaining homeostasis. The ubiquitin proteasome pathway (UPP) is the major pathway for intracellular protein degradation, including protein degradation during processes including apoptosis. Defects within this pathway are associated with a number of diseases, including cancer.


Studies show that in cellulo assembled copper-activated proteasome inhibitors have apoptosis-inducing effects on a wide array of solid tumors and no measurable effect on normal cells. Yet, the field of copper-activated proteasome inhibitors has stalled due to lack of therapeutically suitable compounds. Only a very small number of organic scaffolds have been studied with respect to complexation with copper for proteasome inhibition in cancer cells, including: pyrrolidine dithiocarbamate; 8-hydroxyquinoline (8-HQ); clioquinol (CQ); and disulfiram. Prior studies have shown that these compounds have differential effects in immortalized, pre-malignant, and malignant breast cancer cells.


To such ends, compounds where in cellulo endogenous tumor copper activates the compound for inhibiting proteasome within cancer cells is desirable. Thereby, a selective induction of apoptosis in tumor cells due to the proteasome inhibition can be carried out by a pro-drug compound that is selectively activated in tumor cells while remaining inactive toward proteasome inhibition in normal cells and greatly reducing adverse effects on patients.


BRIEF SUMMARY

Embodiments of the invention are directed to a cancer treatment formulation that has a dosage form for administration of at least one pro-drug compound that will combine with at least one metal ion that is inherently is at elevated levels in cancer cells. The pro-drug compound is selected by in silico screening for association with the selected metal ion and a proteasome for indication that the association with the proteasome occurs only, or to a significantly greater extent, in the presence of the metal ion. The metal ion can be an ion of copper, zinc, nickel, or iron. Exemplary pro-drug compounds include: 3,4-dihydroxybenzoic acid; galloflavin; 2-[(carbamoylsulfanyl)acetyl]amino benzoic acid; 6,7-Dihydroxycoumaranone; 3,6-bis(hydroxymethyl)pyridazin-4(1H)-one; and 4′,5,7-trihydroxyisoflavone.


In an embodiment of the invention, a computer program includes code for determining pro-drug candidates for proteasome inhibition, where in silico modeled of a candidate pro-drug compound with a metal ion and a proteasome active site indicates candidates when the calculated structure indicates that the pro-drug compound complex with the metal ion associates with a threonine-1 residue of the proteasome active site.


In another embodiment of the invention, a diagnostic or theranostic agent, is a formulation of a pro-drug compound that promotes apoptotic turnover by formation of complexes with metal ions that associate with proteasome active centers to induce elevated populations of apoptotic biomarkers in a patient's blood upon delivery of the formulation.





BRIEF DESCRIPTION OF DRAWINGS


FIG. 1 shows the structure of disuliram, a known proteasome inhibitor, and six pro-drug compounds, according to an embodiment of the invention, that were identified by the computational method, according to an embodiment of the invention.



FIG. 2 shows an illustration of a complex of the pro-drug 16631 with copper ion docked in the proteasome, to inhibit the proteasome, according to an embodiment of the invention.



FIG. 3 shows an illustration of a complex of the pro-drug 107022 with copper ion docked in the proteasome, to inhibit the proteasome, according to an embodiment of the invention.



FIG. 4 shows an illustration of a complex of the pro-drug 13345 with copper ion docked in the proteasome, to inhibit the proteasome, according to an embodiment of the invention.



FIG. 5 shows an illustration of a complex of the pro-drug 37408 with copper ion docked in the proteasome, to inhibit the proteasome, according to an embodiment of the invention.



FIG. 6 shows an illustration of a complex of the pro-drug 166900 with copper ion docked in the proteasome, to inhibit the proteasome, according to an embodiment of the invention.



FIG. 7 shows an illustration of a complex of the pro-drug 36586 with copper ion docked in the proteasome, to inhibit the proteasome, according to an embodiment of the invention.



FIG. 8 is a bar graph of pro-drug compound NSC 37408 activity with the proteasome in the absence of copper ion at various concentrations from the data of Table 3.



FIG. 9A is a bar graph of the activity of 20 μM pro-drug compound NSC 37408 in the presence of various concentrations of copper ion.



FIG. 9B is a bar graph of the activity of 2 μM pro-drug compound NSC 37408 in the presence of various concentrations of copper ion.



FIG. 10 is a bar graph of the activity of the pro-drug compound NSC 37408 at various concentrations in the absence of copper ion from the data of Table 6.



FIG. 11 is a plot of the dose response of copper chloride on the % activity of the proteasome where an inhibitory effect displays an EC50 value of 0.686 μM.



FIG. 12 is a plot of the dose response curve for NSC 37048 with copper at 1 μM concentration and the comparative inhibition at 0 μM copper concentration.



FIG. 13 shows composite plots for the dose response for NSC 34708 with copper alone (circles), NSC 34708 alone (squares), and NSC 34708 with copper (triangles), where a dramatic improvement of percent inhibition is observed for the compound in the presence of sub-micromolar copper, where that concentration of copper absent the pro-drug exhibits no significant inhibitory activity for experiments in triplicate with a relative error of less than 10% for all experiments.





DETAILED DISCLOSURE

Embodiments of the invention are directed to cancer treatment formulations and methods that exploit a tumor's metal ion loading to physiologically differentiate the effect in cancer cells and normal cells of pro-drug compounds that are benign in the absence of the elevated cellular metal ions of malignant cells. These pro-drug compounds mobilize endogenous tumor metal ions, such as copper ions, resulting in in cellulo metal complexes or other metal ion mediated derivatives that are active drugs for inhibiting the proteasome within cancer cells. In this manner, selective induction of apoptosis in tumor cells occurs. Although embodiments of the invention will be described herein as the pro-drug mediated by copper ions, the invention is not so limited, and other metal ions, for example, but not limited to, zinc, nickel, or iron, have the capability to display similar or greater advantages in therapies that provide selective targeting of tumor cells.


Pro-drugs, according to an embodiment of the invention, are mono-dentate complexing agents, bi-dentate or other chelating agents that bind to metal ions in patients adversely affected by tumors with elevated metal ion levels, such as hemochromatosis, in which excess iron can cause organ toxicity. In another embodiment of the invention, the pro-drug compounds can be employed to effectively remove radioactive metal ions from patients or objects that have been exposed to radioactive materials.


In other embodiments of the invention, these pro-drug compounds can be employed as diagnostic and/or prognostic agents that are safe and efficient. For example, in difficult and aggressive cancers, such as pancreatic cancer, where late detection of the cancer may preclude effective countermeasures, the compounds can be used upon suspicion for the early detection of cancer without adversely affecting the patient. The compound, when administered as a diagnostic or theranostic agent, induces increased apoptotic biomarkers in the subject's blood, above the normal background of apoptotic turnover, due to the presence of tumor cells somewhere in the body. In another embodiment of the invention, an elevation in a patient's blood serum copper level is suspicious of a hidden cancer, and the pro-drug compound is administered as a theranostic where subsequent changes in the serum copper level are monitored for additional release of copper due to induced tumor cell death. The compound, when used as a theranostic, would provide data for the presence of cancer and provide support for administering the pro-drug compound or a similar pro-drug compound according to an embodiment of the invention, in sufficient amounts to reduce or vanquish the tumor cells. Prognostic follow-up monitoring of the therapeutic effect could entail additional administrations of the pro-drug compound and measurement of the apoptotic activity and copper levels to determine if the activity has returned to a base line, which indicates clearance or at least remission of the cancer. Hence, in an embodiment of the invention, the pro-drug compounds are used to detect the presence of cancer by monitoring apoptotic biomarkers and/or copper levels compared to base line levels preceding the pro-drug compound's administration.


The pro-drug compounds, according to embodiments of the invention, can function in synergy with one or more other pro-drug compounds or other drugs according to embodiments of the invention, or with other cancer therapies. Individually, different drugs can have different rates of activity due to differences in absorption, distribution, metabolism and elimination that can be exploited for effective therapy. By developing and optimizing combinations of these compounds, there could be benefits by the allowance of lower doses of each compound and/or extension of or reduction in the length of time that the tumor cells are exposed to the therapeutic effects.


As a dosage formulation, according to an embodiment of the invention, one or more of these pro-drug compounds are combined with other components, such as buffering agents, transporters, salts, fillers, and/or encapsulation. These components can be combined with the pro-drug compound(s), for a desired mode of delivery, or for an improvement of therapeutic effectiveness of these pro-drug compounds, by improving absorption, distribution, metabolism, and excretion (ADME) characteristics and/or improving the timing of therapeutics, such as time release modifications. The pro-drug compound can be administered intravenously, orally, rectally, sublingually, sublabially, epidurally, intracerebrally, intracerebroventrically, topically, nasally, intervitrally, subcutaneously, transdermally, by inhalation, or in any other manner of administration.


Pro-drug compounds, according to embodiments of the invention, include: 3,4-dihydroxybenzoic acid; galloflavin; 2-{[(carbamoylsulfanyl)acetyl]amino}benzoic acid; 6,7-Dihydroxycoumaranone; 3,6-bis(hydroxymethyl)pyridazin-4(1H)-one; and 4′,5,7-trihydroxyisoflavone, as shown in FIG. 1. These compounds, and analogs thereof, can act individually or can be used in combination. These compounds, and similar compounds, are capable of binding copper ions and facilitating inhibition of the proteasome. These compounds, and similar compounds, are safe and efficacious theranostics and/or drugs to detect and/or treat cancers. These compounds are from the NCI Diversity Set 3. Preliminary identification of these compounds as potential Cu-complexes with the proteasome was conducted using an in silico screening method, according to an embodiment of the invention, for example, with graphic representations of the calculated docking of the pro-drugs of FIG. 1 with copper ion and the proteasome, as shown in FIGS. 2-7. The modeling method indicates the potential of candidates as the pro-drugs, which are tested experimentally to confirm their efficiency using an in vitro experimental assay that tests for inhibition of the chymotrypsin-like activity of the 20S proteasome.


The in silico screening method models the interactions of the compounds with copper ions and the proteasome active site. The computer program allows the copper ion complexed with small organic molecules to be modeled in mono-dentate and bi-dentate forms and docked with the proteasome to estimate a potential location to place the copper in the active site. After placement of the copper, the docking region in the active site with the placed copper was constructed and the small ligands were docked to this modified active site. The placement of copper was subsequently modified using rigorous quantum mechanical procedures based on the active site residue, threonine-1, which is well-established as being one of the most important residues in the active site for the proteasome activity. The model used both free and zero-order bonds to copper, where the zero-order bonds are assigned based upon modifications for inclusion of ligands to the metal binding sites. Partial charges were inputted manually to the proteasome model based on the quantum mechanical calculations. Without the normal proteasome activity, abnormal proteins accumulate and lead to cell death. In an embodiment of the invention, this method of virtually modeling the pro-drug compound, its metal ion interactions, and the pro-drug compound metal ion complexes interactions with the proteasome, is used to rationally identify promising candidates for pro-drug compounds to be experimentally tested for confirmation of the activity of these compounds to inhibit proteasome selectively in cells with elevated metal ion levels.


Methods and Materials

Compounds were selected from the NCI Diversity Set 3. Initially, 62 compounds from the NCI Diversity Set IV (˜1500 compounds) were selected by rational virtual screening and tested biochemically in one-dose experiments to determine the efficacy of the copper complex and its capacity to inhibit the proteasome. The six lead compounds, shown in FIG. 1, with their NSC numbers, are: 16631, 3,4-dihydroxybenzoic acid; 107022, galloflavin; 13345, 2-{[(carbamoylsulfanyl)acetyl]amino}benzoic acid; 37408, 6,7-dihydroxycoumaranone; 166900, 3,6-bis(hydroxymethyl)pyridazin-4(1H)-one; and 36586, 4′,5,7-trihydroxyisoflavone. Disuliram, a known proteasome inhibitor, is also displayed in FIG. 1. These six compounds were found to have superior inhibition against the proteasome.


Virtual screening was performed against the 20S proteasome model. Schrödinger's Maestro 9.3.5 was used as the primary graphical user interface for molecule structure preparation and Schrödinger applications were used for analysis. Quantum mechanical refinement of copper interactions with the THR1 in the active site using Q-site and Jaguar with B3LYP/LACVP*allowed for placement of copper and the assignment of partial charges on THR1 and the copper ion. The virtual screening method employed the modified yeast 20S proteasome crystal structure derived from PDB ID: 1IRU. Ligands from the NCI Diversity Set 3 were prepared with LigPrep 32 and metal binding sites were added for generation of appropriate ligand states to interact with the copper ion. The standard precision (SP) setting in GLIDE was used for docking to incorporate metal binding sites. Out of 1597 compounds, 62 were selected by the virtual screening method, which were then tested at 10 μM in the presence of 1 μM copper.


A Beckman Coulter Biomek FXP Lab Automation Workstation was used for automating the assays. A Perkin Elmer EnVision 2102 multilabel plate reader was used to read the plates by fluorescence measurements. Assays were performed in 384 well black Nunc plates. Each compound (2 μl in DMSO), when tested without copper chloride was added to 28 μl of buffer (50 mM Tris at pH 7.6 and 37° C.), with 20 μM, 10 μl 20S proteasome and 10 μl of suc-leu-leu-val-tyr-AMC as the substrate (purchased from Boston Biochem), and the rate of substrate cleavage by 20S proteasome activity was determined. In the presence of copper, the buffer amount was decreased to 25 μl and 3 μl copper chloride was used for chelation with the compound for testing in the presence of copper. To allow chelation of copper to the compound, the plate was allowed to sit for 40 minutes with gentle shaking. The overall volume per well was held at 50 μL. The compounds and substrate were initially dissolved in 100% DMSO, but the final concentration of DMSO per well plate was reduced to less than 2% following subsequent dilutions. Plates were incubated at 37° C. for 2 hours. For dose response curves, the concentrations of copper chloride and a pro-drug compound, were varied to get optimal activity. The plates were read with 340 nm excitation and 460 nm emission using the plate reader. All liquid transfers to the plates were automated using the Biomek workstation.


Table 1 shows raw data from a first round of testing of 24 compounds identified by calculation. In table 1, the boxes in red (underlined) show activity with and without copper for the pro-drug compound NSC 37408, which shows better activity than does copper alone. Control tests included 2% dimethylsulfoxide (DMSO) instead of the pro-drug compound for full signal and was included for tests of only substrate and for copper controls, used to test inhibition of the proteasome by copper alone. The first four rows depict compounds without copper and the subsequent four rows depict the same compounds complexed with copper. Based on the data shown in Table 1, NSC 37408 showed better capacity to inhibit the proteasome than copper chloride alone to a large extent and was chosen as the lead for subsequent dose-response studies.


Table 2 gives dose response raw data for pro-drug compound NSC 37408, where columns 1 and 2 give controls. Subsequent columns display data for duplicate test conditions. Table 3 shows data for the conditions employed to establish a dose response curve for the pro-drug compound NSC 37408, tabulated for varied pro-drug compound NSC 37408 concentrations in the presence of different concentrations of copper. FIG. 8 gives % activities of the pro-drug NSC 37408 without copper chloride at various concentrations, while FIG. 9A and FIG. 9B give the % activities for two concentrations of the pro-drug NSC 37408 with copper chloride at various concentrations. Table 4 gives the % activities of the pro-drug compound NSC 37408 with copper chloride at various concentrations. Table 5 gives additional test results for determination of the dose response for pro-drug compound NSC 37408. Table 6 give the % activity data and Table 7 the % inhibition determined from the data of Table 5 for various concentrations of copper chloride and the pro-drug compound. Again, even with additional data, as indicated in FIG. 10, the pro-drug compound NSC 37408 displays little if any inhibition in the absence of copper ion. The copper ion does show a dose response absent the pro-drug compound, as indicated in FIG. 11, whereas the pro-drug compound requires the copper ion for significant inhibition, as indicated in FIG. 12. In a dose-response assay, NSC 37408 gave the best results with an IC50 of 3 μM in presence of 100 nM copper, as indicated in FIG. 13.


Table 8 shows data for single dose testing of 38 compounds that includes the same controls as for the data of Table 1. This data identifies five additional potential pro-drug compounds and reconfirms the activity of the lead pro-drug compound NSC 37408. Table 9 give % inhibition calculated from the data of Table 8 where the first 4 rows indicate inhibition absent copper ion and the last four rows indicate inhibition with copper ion present. Table 10 give the % inhibition for pro-drug compound NSC 37408 and the additional five compounds of FIG. 1. All of which display superior abilities to inhibit the proteasome in the presence of copper ion in excess of the inhibition of copper ion to inhibit the proteasome. For comparison purposes, disulfiram, a popular metal chelating drug is included in Table 10 for comparison.


It should be understood that the examples and embodiments described herein are for illustrative purposes only and that various modifications or changes in light thereof will be suggested to persons skilled in the art and are to be included within the spirit and purview of this application.









TABLE 1







Compound screening




embedded image









embedded image















TABLE 2





Dose response raw data for NSC 37408.
























1
2
3
4
5
6
7
8





A
249696
214533
22033
21344
38142
37566
35679
39994


B
929
756
938
840
920
957
928
903


C
208783
187753
58865
53334
90856
79152
124736
91807


D
803
974
963
1087
1417
811
843
860


E
214370
190314
81560
58618
110509
103696
121388
117284


F
989
1027
982
1028
889
882
927
1023


G
895
1145
106928
69024
135375
120004
140419
128717


H
925
992
857
1050
999
1017
982
937


I
853
1205
118942
162067
132353
133185
142466
145237


J
944
946
1115
1157
1029
909
1054
1175


K
6462
5787
153591
189848
185503
161720
154979
159918


L
788
890
702
794
1019
1018
846
694


M
7871
7741
210478
192782
205279
158112
217397
191614


N
1008
860
857
982
873
902
1003
929


O
7943
5483
950
934
814
998
919
1044


P
987
864
930
923
840
896
829
976




Buffer&


Compound




substrate


full signal





















9
10
11
12
13
14
15
16







A
46592
43880
43253
42764
46652
48704
50106
40033



B
895
881
826
947
813
856
873
924



C
122862
118997
121236
95949
97842
120666
141117
122975



D
654
836
763
823
789
1089
990
931



E
137828
133359
110948
127698
118400
132897
109156
118862



F
1003
841
949
1034
914
1036
864
1206



G
157547
129395
141292
132314
155492
162517
176022
158525



H
852
951
1027
1108
1000
834
947
926



I
180896
176095
145829
119732
182439
180714
195308
187519



J
967
1090
720
919
963
947
884
880



K
199411
163000
186628
191566
192280
188076
243811
168613



L
818
791
957
905
825
976
973
989



M
221912
175720
202868
198698
236659
210191
225713
203051



N
888
958
886
880
920
989
854
890



O
952
1079
962
1019
1103
975
1072
993



P
916
840
862
933
875
1079
870
869

















TABLE 3





Dose response data for NSC 37408 in the presence of different concentrations of copper.

















% Activity


















control
control
20 uM
20 uM
2 uM
2 uM
1 uM
1 uM




1
2
3
4
5
6
7
8





 10 uM
A
119.0111
101.7766
7.426386
7.088686
15.32191
15.03959
14.11472
16.22963



B



1 uM

C
98.95839
88.65093
25.4789
22.76798
41.15869
35.42219
57.76433
41.6248



D


0.5 uM
E
101.6968
89.90616
36.60243
25.35784
50.79124
47.45197
56.12337
54.11187



F


0.1 uM
G
−2.93401
−2.81147
49.03608
30.45814
62.97884
55.44503
65.45106
59.71554



H


0.05 uM 
I
−2.95459
−2.78207
54.92451
76.06142
61.49766
61.90545
66.45436
67.81251



J


0.01 uM 
K
−0.20545
−0.53629
71.90707
89.67776
87.54813
75.89134
72.58737
75.00813



L



0 uM

M
0.485148
0.421431
99.78916
91.1158
97.24097
74.12295
103.1804
90.54333



N



O
0.520438
−0.68529
−2.90705
−2.91489
−2.97371
−2.88352
−2.92224
−2.86098


CuCl2
P












% Activity




















0.2 uM
0.2 uM
0.02 uM
0.02 uM
0.01 uM
0.01 uM
0 uM
0 uM





9
10
11
12
13
14
15
16







 10 uM
A
19.46352
18.13428
17.82697
17.5873
19.49293
20.49868
21.18584
16.24875




B




1 uM

C
56.84583
54.95147
56.04887
43.65492
44.58274
55.7695
65.79317
56.90121




D



0.5 uM
E
64.18113
61.99073
51.0064
59.2161
54.65886
61.76429
50.12809
54.8853




F



0.1 uM
G
73.84603
60.04785
65.87894
61.47855
72.83881
76.28198
82.9012
74.32538




H



0.05 uM 
I
85.2901
82.93698
68.10267
55.31172
86.04637
85.2009
92.35387
88.53624




J



0.01 uM 
K
94.36488
76.51871
88.09953
90.5198
90.86975
88.80924
116.1267
79.26982




L




0 uM

M
105.3933
82.75318
96.05926
94.01542
112.6213
99.64849
107.2563
96.14896




N




O
−2.90607
−2.84382
−2.90117
−2.87323
−2.83206
−2.8948
−2.84725
−2.88597



CuCl2
P

















TABLE 4







Average % Inhibition based on raw data.









% inhibition

















20 uM
2 uM
1 uM
0.2 uM
0.02 uM
0.01 uM
0 uM


NSC 37408
CuCl2
3
4
5
6
7
8
9


















 10 uM
A
92.74246
84.81925
84.82783
81.2011
82.29287
80.0042
81.28271



B



1 uM

C
75.87656
61.70956
50.30543
44.10135
50.1481
49.82388
38.65281



D


0.5 uM
E
69.01987
50.8784
44.88238
36.91407
44.88875
41.78842
47.49331



F


0.1 uM
G
60.25289
40.78807
37.4167
33.05306
36.32125
25.43961
21.38671



H


0.05 uM 
I
34.50703
38.29844
32.86657
15.88646
38.29281
14.37637
9.554945



J


0.01 uM 
K
19.20759
18.28026
26.20225
14.5582
10.69033
10.1605
2.301738



L



0 uM

M
4.547519
14.31804
3.138147
5.926748
4.96266
−6.13489
−1.70263
















TABLE 5A







Depiction of dose response data.




















1
2
3
4
5
6
7
8
9
10
11
12























A
260141
238523
8891
8794
17411
15579
48961
42593
59866
50080
96716
82248


B
859
1058
990
950
984
752
1066
920
811
1083
954
874


C
209818
144565
10756
10315
17292
17243
48534
42417
61463
53091
98471
93582


D
890
1111
806
1019
990
775
1102
869
780
934
975
720


E
179163
176349
13813
13883
26043
23174
70883
60278
84584
84501
128287
113182


F
857
817
917
1042
972
879
826
787
986
995
830
1078


G
220333
197135
16044
15325
29692
24542
76796
60995
99625
80255
133081
107111


H
838
996
845
949
968
863
913
1073
796
981
892
1066


I
189530
186596
16645
15886
29472
26549
85791
71037
105288
91399
140429
114727


J
732
892
644
836
665
720
935
577
740
718
617
890


K
183039
163861
14628
14480
28246
8286
67333
8546
102877
92621
126951
115636


L
803
754
863
807
802
1010
792
1160
625
712
826
699


M
164407
158061
15770
14717
29957
25132
77606
14490
99008
90770
142263
122523


N
717
844
818
785
769
607
637
763
740
816
769
776


O
159216
153395
12612
13813
27823
28453
76836
76759
99142
90988
137000
137816


P
692
731
833
892
871
705
678
797
853
857
630
768
















TABLE 5B







continuation of TABLE 5A.




















13
14
15
16
17
18
19
20
21
22
23
24























A
102570
94701
148880
114214
129989
114058
120831
101031
78131
79965
1036
1072


B
882
974
977
971
945
976
819
825
1014
986
1106
876


C
123863
111998
151930
127488
154701
141097
152062
139061
70675
69277
1046
1019


D
885
809
925
1036
836
911
1028
874
843
902
896
870


E
134871
117315
148717
145062
173918
150052
176954
148696
76836
75402
932
842


F
942
845
682
893
721
909
725
787
800
741
889
898


G
135303
125264
162734
157919
167199
154344
163222
68627
70104
66381
975
917


H
864
1196
694
946
926
806
963
921
1124
936
1051
935


I
129093
140694
167976
152506
179449
176404
170570
149261
76882
64422
4573
5069


J
660
732
896
798
868
868
840
810
719
775
805
701


K
145268
124747
157499
146890
182708
163363
145072
126242
77742
64328
4951
5024


L
617
702
722
617
995
941
754
1489
769
844
883
848


M
145181
128156
158346
137852
170051
161081
187963
155268
71066
66637
5156
4629


N
756
851
760
809
871
896
865
935
803
760
798
813


O
169922
111666
153677
141745
174304
164863
204703
174388
79720
73587
5219
5999


P
607
767
723
753
689
726
760
563
785
825
822
783








Claims
  • 1. A cancer treatment formulation, comprising a dosage form for administration of at least one pro-drug compound for combination with at least one metal ion, wherein the pro-drug compound is selected by in silico screening for association with the selected metal ion and a proteasome, wherein the screening indicates association with the protein only in the presence of the metal ion, and wherein the metal ion is at elevated levels in cancer cells.
  • 2. The cancer treatment formulation according to claim 1, wherein the metal ion is selected from copper, zinc, nickel, and iron.
  • 3. The cancer treatment formulation according to claim 1, wherein the pro-drug compound is selected from: 3,4-dihydroxybenzoic acid; galloflavin; 2-{[(carbamoylsulfanyl)acetyl]amino}benzoic acid; 6,7-Dihydroxycoumaranone; 3,6-bis(hydroxymethyl)pyridazin-4(1H)-one; and 4′,5,7-trihydroxyisoflavone.
  • 4. The cancer treatment formulation according to claim 1, wherein the protein is a proteasome.
  • 5. The cancer treatment formulation according to claim 1, wherein the pro-drug compound is administered orally or intravenously.
  • 6. The cancer treatment formulation according to claim 1, wherein the pro-drug compound is 6,7-Dihydroxycoumaranone at a concentration of 3 μM and the metal ion is copper at a concentration of 100 nM.
  • 7. A computer program, comprising code for determining pro-drug candidates for protein inhibition, comprising in silico modeled of a candidate pro-drug compound with a metal ion and a protein active site, wherein the candidate pro-drug compound complexes with the metal ion to form a metal pro-drug compound complex, wherein a calculation of the metal pro-drug metal complex with the proteasome active site by quantum mechanical methods are carried out for association to an amino acid residue of the protein's active site.
  • 8. The program according to claim 7, wherein the candidate pro-drug compound is selected from the NCI Diversity Set IV and the University of Illinois Marvel Library.
  • 9. The program according to claim 7, wherein the metal ions are copper ions.
  • 10. The program according to claim 7, wherein the protein is a proteasome.
  • 11. The program according to claim 10, wherein the proteasome is the 20S proteasome.
  • 12. A diagnostic or theranostic agent, consisting of a formulation comprising a pro-drug compound that promotes apoptotic turnover by formation of complexes with metal ions that associate with proteasome active centers to induce elevated populations of apoptotic biomarkers in a patient's blood upon delivery of the formulation.
CROSS-REFERENCE TO A RELATED APPLICATION

This application claims the benefit of U.S. Provisional Application Ser. No. 62/142,623, filed Apr. 3, 2015, the disclosure of which is hereby incorporated by reference in its entirety, including all figures, tables and drawings.

Provisional Applications (1)
Number Date Country
62142623 Apr 2015 US