METHODS AND MATERIALS FOR IDENTIFYING AND TREATING CANCER
20210003577 ยท 2021-01-07
Inventors
Cpc classification
A61K45/06
HUMAN NECESSITIES
International classification
Abstract
This document provides methods and materials involved in identifying and/or treating mammals having a treatment-resistant prostate cancer (e.g., an enzalutamide-resistant, castration-resistant prostate cancer). For example, methods and materials for identifying a mammal (e.g., a human) having treatment-resistant prostate cancer (e.g., an enzalutamide-resistant, castration-resistant prostate cancer) as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide) in treatment-resistant prostate tissue are provided. Methods and materials for administering one or more targeted therapies with or without one or more chemotherapeutic agents to a mammal having treatment-resistant prostate cancer identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide) in treatment-resistant prostate tissue also are provided.
Claims
1. A method for treating treatment-resistant prostate cancer, wherein said method comprises: (a) identifying a mammal having a treatment-resistant prostate cancer as having an elevated level of a polypeptide as compared to a median level present within a control prostate tissue, wherein said polypeptide is selected from the group consisting of a CXXC5 polypeptide, a CXXC4 polypeptide, a TET2 polypeptide, an ID1 polypeptide, an ID3 polypeptide, and a PFN2 polypeptide, and (b) administering one or more targeted therapies to said mammal.
2. The method of claim 1, wherein said mammal is a human.
3. The method of claim 1, wherein said treatment-resistant prostate cancer is an enzalutamide-resistant prostate cancer.
4. The method of claim 1, wherein said treatment-resistant prostate cancer is an enzalutamide-resistant castration-resistant prostate cancer.
5. The method of claim 1, wherein said identifying step comprises detecting the presence of two or more polypeptides of said group.
6. The method of claim 1, wherein said administering one or more targeted therapies comprises administering a BET inhibitor.
7. The method of claim 1, wherein said administering one or more targeted therapies comprises administering a CBP/p300 inhibitor.
8. The method of claim 1, wherein said administering one or more targeted therapies comprises administering a CBP/p300 and a BET inhibitor.
9. The method of claim 1, wherein said administering one or more targeted therapies comprises administering JQ1 and administering CPI637.
10. The method of claim 1, wherein said administering step further comprises administering one or more chemotherapeutic agents.
11. A method for treating treatment-resistant prostate cancer, wherein said method comprises administering, to a mammal having treatment-resistant prostate cancer and identified as having an elevated level of a polypeptide, one or more targeted therapies, wherein said polypeptide is selected from the group consisting of a CXXC5 polypeptide, a CXXC4 polypeptide, a TET2 polypeptide, an ID1 polypeptide, an ID3 polypeptide, and a PFN2 polypeptide.
12. The method of claim 11, wherein said mammal is a human.
13. The method of claim 11, wherein said treatment-resistant prostate cancer is an enzalutamide-resistant prostate cancer.
14. The method of claim 11, wherein said treatment-resistant prostate cancer is an enzalutamide-resistant castration-resistant prostate cancer.
15. The method of claim 11, wherein said mammal is a mammal identified as having an elevated level of two or more polypeptides of said group.
16. The method of claim 11, wherein administering said one or more targeted therapies comprises administering a BET inhibitor.
17. The method of claim 11, wherein administering said one or more targeted therapies comprises administering a CBP/p300 inhibitor.
18. The method of claim 11, wherein administering said one or more targeted therapies comprises administering a CBP/p300 and a BET inhibitor.
19. The method of claim 11, wherein administering one or more targeted therapies comprises administering JQ1 and administering CPI637.
20. The method of claim 11, wherein said administering step further comprises administering one or more chemotherapeutic agents.
Description
DESCRIPTION OF DRAWINGS
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DETAILED DESCRIPTION
[0024] This document provides methods and materials for identifying and/or treating mammals having a treatment-resistant prostate cancer (e.g., an enzalutamide-resistant, castration-resistant prostate cancer). For example, this document provides methods and materials for identifying a mammal (e.g., a human) having treatment-resistant prostate cancer as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2) in treatment-resistant prostate tissue. This document also provides methods and materials for administering one or more targeted therapies with or without one or more chemotherapeutic agents to a mammal having treatment-resistant prostate cancer identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2).
[0025] Any appropriate mammal having a treatment-resistant prostate cancer can be identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide). For example, humans and other primates such as monkeys having a treatment-resistant prostate cancer can be identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide) within treatment-resistant prostate cancer. In some cases, any appropriate mammal having a treatment-resistant prostate cancer can be identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2) and as having an androgen receptor (AR) polypeptide. For example, humans and other primates such as monkeys having a treatment-resistant prostate cancer can be identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide) and as having an AR polypeptide within treatment-resistant prostate tissue. In some cases, dogs, cats, horses, cows, pigs, sheep, mice, or rats having a treatment-resistant prostate cancer can be identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide) and/or as having an AR polypeptide within treatment-resistant prostate tissue. In some cases, any appropriate mammal having a treatment-resistant prostate cancer can be identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide), as having an AR polypeptide, and as not having a prostate specific antigen (PSA) polypeptide within treatment-resistant prostate tissue.
[0026] Any appropriate method can be used to determine if a mammal (e.g., a human) has prostate tissue (e.g., a prostate biopsy) having (a) an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide), (b) an androgen receptor (AR) polypeptide, and/or (c) a prostate-specific antigen (PSA) polypeptide. In some cases, any appropriate method can be used to determine if a mammal (e.g., a human) has treatment-resistant prostate tissue (a) having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide), (b) having an AR polypeptides, and (c) not having a PSA polypeptides. For example, techniques such as immunohistochemistry (IHC) techniques, immunofluorescence (IF) techniques, mass spectrometry-based proteomics, or Western blot techniques can be used to determine if a mammal (e.g., a human) has prostate tissue having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide). In some cases, mRNA levels can be used as an indicator of polypeptide levels. In some cases, mRNA levels can be used to determine whether prostate tissue has elevated levels of the one or more polypeptides. Any appropriate method of quantifying mRNA can be used to determine whether prostate tissue has elevated levels of the one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide) and/or to determine the presence or absence of an AR polypeptide and/or to determine the presence or absence of a PSA polypeptide. Examples of methods of quantifying mRNA include, without limitation, qRT-PCR, RNA-sequencing, microfluidic capillary electrophoresis, and in situ hybridization.
[0027] In some cases, a prostate tissue sample obtained from a mammal can be stained using an anti-CXXC5 antibody to determine if the mammal has prostate tissue having an elevated level of CXXC5 polypeptides. In some cases, a prostate tissue sample obtained from a mammal can be stained using an anti-CXXC4 antibody to determine if the mammal has prostate tissue having an elevated level of CXXC4 polypeptides. In some cases, a prostate tissue sample obtained from a mammal can be stained using an anti-TET2 antibody to determine if the mammal has prostate tissue having an elevated level of TET2 polypeptides. In some cases, a prostate tissue sample obtained from a mammal can be stained using an anti-ID1 antibody to determine if the mammal has prostate tissue having an elevated level of ID1 polypeptides. In some cases, a prostate tissue sample obtained from a mammal can be stained using an anti-ID3 antibody to determine if the mammal has prostate tissue having an elevated level of ID3 polypeptides. In some cases, a prostate tissue sample obtained from a mammal can be stained using an anti-PFN2 antibody to determine if the mammal has prostate tissue having an elevated level of PFN2 polypeptides. In some cases, a prostate tissue sample obtained from a mammal can be stained using an anti-AR antibody to determine if the mammal has prostate tissue having AR polypeptides. In some cases, a prostate tissue sample obtained from a mammal to be tested can be stained using an anti-PSA antibody to determine if the mammal has prostate tissue having PSA polypeptides.
[0028] Any appropriate sample can be used to determine if a mammal (e.g., a human) has prostate tissue (a) having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide), (b) an AR polypeptide, and/or having or lacking a PSA polypeptide. For example, prostate tissue biopsies obtained from a mammal (e.g., a human) can be used to determine if a mammal (e.g., a human) has prostate tissue having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide). In some cases, a mammal (e.g., human) may be identified as having normal prostate tissue (e.g., no prostate cancer with or without the one or more polypeptides as described herein having elevated levels). Prostate tissue can be obtained from a mammal (e.g., a human) having treatment-resistant prostate cancer (e.g., enzalutamide-resistant, castration-resistant prostate cancer). Prostate tissue can be obtained from a mammal (e.g., a human) having treatment-resistant prostate cancer (e.g., enzalutamide-resistant, castration-resistant prostate cancer) having previously received one or more chemotherapeutic agents (e.g., docetaxel). Prostate tissue can be obtained from a mammal (e.g., a human) having treatment-resistant prostate cancer (e.g., enzalutamide-resistant, castration-resistant prostate cancer) having previously received one or more target-therapies (e.g., abiraterone and apalutamide). Prostate tissue can be obtained from a mammal (e.g., a human) having treatment-resistant prostate cancer (e.g., enzalutamide-resistant, castration-resistant prostate cancer) having previously received one or more chemotherapeutic agents (e.g., docetaxel) and one or more targeted therapies (e.g., enzalutamide, apalutamide, and/or abiraterone). Prostate tissue can be obtained from a mammal (e.g., a human) having treatment-resistant prostate cancer (e.g., enzalutamide-resistant prostate cancer) but not having received castration therapy. Prostate tissue can be obtained from a mammal (e.g. a human) having hormone nave prostate cancer.
[0029] The term elevated level as used herein with respect to a particular polypeptide (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide) refers to a level of that polypeptide present within prostate tissue that is greater (e.g., at least 10, 25, 35, 45, 50, 55, 65, 75, 80, 90, or 100 percent greater) than the median level of that polypeptide as present within control prostate tissue of comparable mammals. Examples of such control tissue include, without limitation, prostate tissue having a prostate cancer not resistant to enzalutamide (e.g., a hormone nave prostate cancer) or prostate tissue not having a prostate cancer (e.g., healthy prostate tissue).
[0030] Once a mammal (e.g., a human) having treatment-resistant prostate cancer is identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide) as described herein, the mammal can be classified as having treatment-resistant prostate cancer that includes the presence of an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide). In some cases, once a mammal having treatment-resistant prostate cancer is identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide) and having an AR polypeptide as described herein, the mammal can be classified as having treatment-resistant prostate cancer that includes the presence of an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide) and the presence of an AR polypeptide. In some cases, once a mammal having treatment having treatment-resistant prostate cancer is identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide), having an AR polypeptide, and not having a PSA polypeptide as described herein, the mammal can be classified as having treatment-resistant prostate cancer that includes the presence of an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide), the presence of an AR polypeptide, and the absence of a PSA polypeptide.
[0031] In some cases, a mammal (e.g., a human) having treatment-resistant prostate cancer that is identified as having an elevated level of CXXC5 as described herein can be classified as having treatment-resistant prostate cancer that includes treatment-resistant prostate tissue having an elevated level of a CXXC5 polypeptide. In some cases, a mammal (e.g., a human) having treatment-resistant prostate cancer that is identified as having an elevated level of CXXC4 as described herein can be classified as having treatment-resistant prostate cancer that includes treatment-resistant prostate tissue having an elevated level of a CXXC4 polypeptide. In some cases, a mammal (e.g., a human) having treatment-resistant prostate cancer that is identified as having an elevated level of TET2 as described herein can be classified as having treatment-resistant prostate cancer that includes treatment-resistant prostate tissue having an elevated level of a TET2 polypeptide. In some cases, a mammal (e.g., a human) having treatment-resistant prostate cancer that is identified as having an elevated level of ID1 as described herein can be classified as having treatment-resistant prostate cancer that includes treatment-resistant prostate tissue having an elevated level of a ID1 polypeptide. In some cases, a mammal (e.g., a human) having treatment-resistant prostate cancer that is identified as having an elevated level of ID3 as described herein can be classified as having treatment-resistant prostate cancer that includes treatment-resistant prostate tissue having an elevated level of a ID3 polypeptide. In some cases, a mammal (e.g., a human) having treatment-resistant prostate cancer that is identified as having an elevated level of PFN2 as described herein can be classified as having treatment-resistant prostate cancer that includes treatment-resistant prostate tissue having an elevated level of a PFN2 polypeptide.
[0032] As described herein, this document also provides methods and materials for treating a mammal having treatment-resistant prostate cancer. For example, a mammal (e.g., a human) having treatment-resistant prostate cancer that is identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide) as described herein can be treated with one or more chemotherapeutic agents and/or one or more targeted therapies. In another example, a mammal (e.g., a human) having treatment-resistant prostate cancer that is identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide) and having an AR polypeptide as described herein can be treated with one or more chemotherapeutic agents and/or one or more targeted therapies. In yet another example, a mammal (e.g., a human) having treatment-resistant prostate cancer that is identified as having an elevated level of one or more polypeptides (e.g., CXXC5, CXXC4, TET2, ID1, ID3 and/or PFN2), having an AR polypeptide, and not having a PSA polypeptide as described herein can be treated with one or more chemotherapeutic agents or one or more targeted therapies. In some cases, a mammal (e.g., a human) having treatment-resistant prostate cancer that is identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide) as described herein can be administered, or instructed to self-administer, one or more chemotherapeutic agents and/or one or more targeted therapies to treat treatment-resistant prostate cancer.
[0033] Any appropriate chemotherapeutic agent can be administered to a mammal (e.g., a mammal having treatment-resistant prostate cancer that was identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide)) to treat treatment-resistant prostate cancer. Any appropriate chemotherapeutic agent can be administered to a mammal (e.g., a mammal having treatment-resistant prostate cancer that was identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide) and having an AR polypeptide) to treat treatment-resistant prostate cancer. Any appropriate chemotherapeutic agent can be administered to a mammal (e.g., a mammal having treatment-resistant prostate cancer that was identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide), having an AR polypeptide, and not having a PSA polypeptide) to treat treatment-resistant prostate cancer. In some cases, a chemotherapeutic agent used as described herein to treat treatment-resistant prostate cancer can reduce symptoms of prostate within a mammal cancer (e.g., cancer metastasis, pain, and/or overall mortality). Example of chemotherapeutic agents that can be used as described herein to treat prostate cancer include, without limitation, docetaxel (Taxotere) and cabazitaxel (Jevtana).
[0034] Any appropriate targeted therapy can be administered to a mammal (e.g., a mammal having treatment-resistant prostate cancer that was identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide)) to treat treatment-resistant prostate cancer. Any appropriate targeted therapy can be administered to a mammal (e.g., a mammal having treatment-resistant prostate cancer that was identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide) and having an AR polypeptide) to treat treatment-resistant prostate cancer. Any appropriate targeted therapy can be administered to a mammal (e.g., a mammal having treatment-resistant prostate cancer that was identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide), having an AR polypeptide, and not having a PSA polypeptide) to treat treatment-resistant prostate cancer. In some cases, a targeted therapy used as described herein to treat prostate cancer can reduce symptoms of prostate cancer within a mammal (e.g., cancer metastasis, pain, and/or overall mortality). Examples of targeted therapies that can be used as described herein to treat treatment-resistant prostate cancer include, without limitation, antiandrogens/antagonists (e.g., enzalutamide, apalutamide, and abiraterone), bromodomain and extra-terminal (BET) inhibitors (JQ1 and BETi), CREB-binding protein (CBP)/p300 inhibitors (CPI637), and immunotherapy (sipuleucel-T (Provenge)).
[0035] In some cases, two or more (e.g., two, three, four, five, six, or more) targeted therapies can be administered to a mammal (e.g., (a) a mammal having treatment-resistant prostate cancer and identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide); (b) a mammal having treatment-resistant prostate cancer and identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide) and having an AR polypeptide; or (c) a mammal having treatment-resistant prostate cancer and identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide), having an AR polypeptide, and not having a PSA polypeptide) to treat treatment-resistant prostate cancer. For example, two targeted therapies (e.g., a BET inhibitor and a CBP/p300 inhibitor) can be administered to a mammal having treatment-resistant prostate cancer that was identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide).
[0036] In some cases, one or more chemotherapeutic and one or more targeted therapies can be administered to a mammal having treatment-resistant prostate cancer (e.g., (a) a mammal having treatment-resistant prostate cancer and identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide); (b) a mammal having treatment-resistant prostate cancer and identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide) and having an AR polypeptide; or (c) a mammal having treatment-resistant prostate cancer and identified as having an elevated level of one or more polypeptides (e.g., one or more of a CXXC5, a CXXC4, a TET2, an ID1, an ID3, and/or a PFN2 polypeptide), having an AR polypeptide, and not having a PSA polypeptide).
[0037] In some cases, one or more chemotherapeutic and/or one or more targeted therapies can be administered to a mammal once or multiple times over a period of time ranging from days to months. In some cases, one or more chemotherapeutic and/or one or more targeted therapies can be given to achieve remission of treatment-resistant prostate cancer, and then given during follow up periods to prevent relapse of the treatment-resistant prostate cancer. In some cases, one or more chemotherapeutic and/or one or more targeted therapies can be formulated into a pharmaceutically acceptable composition for administration to a mammal (e.g., a human) having treatment-resistant prostate cancer to reduce symptoms of prostate within that mammal (e.g., tumor metastasis, pain, and/or overall mortality). For example, a therapeutically effective amount of one or more chemotherapeutic and/or one or more targeted therapies can be formulated together with one or more pharmaceutically acceptable carriers (additives) and/or diluents. In some cases, a therapeutically effective amount of one or more chemotherapeutic agents and/or one or more targeted therapies can be individually formulated with one or more pharmaceutically acceptable carriers (additives) and/or diluents. A pharmaceutical composition can be formulated for administration in solid or liquid form including, without limitation, in the form of sterile solutions, suspensions, sustained-release formulations, tablets, capsules, pills, powders, or granules.
[0038] One or more chemotherapeutic agents active against a treatment-resistant prostate cancer can be administered to a mammal once or multiple times over a period of time ranging from days to months or years. In some cases, one or more chemotherapeutic agents can be formulated into a pharmaceutically acceptable composition for administration to a mammal. A pharmaceutical composition can be formulated for administration in solid or liquid form including, without limitation, sterile solutions, suspensions, sustained-release formulations, tablets, capsules, pills, powders, and granules.
[0039] Pharmaceutically acceptable carriers, fillers, and vehicles that may be used in a pharmaceutical composition described herein include, without limitation, ion exchangers, alumina, aluminum stearate, lecithin, serum proteins, such as human serum albumin, buffer substances such as phosphates, glycine, sorbic acid, potassium sorbate, partial glyceride mixtures of saturated vegetable fatty acids, water, salts or electrolytes, such as protamine sulfate, disodium hydrogen phosphate, potassium hydrogen phosphate, sodium chloride, zinc salts, colloidal silica, magnesium trisilicate, polyvinyl pyrrolidone, cellulose-based substances, polyethylene glycol, sodium carboxymethylcellulose, polyacrylates, waxes, polyethylene-polyoxypropylene-block polymers, polyethylene glycol and wool fat.
[0040] A pharmaceutical composition containing one or more chemotherapeutic and/or one or more targeted therapies active against a treatment-resistant prostate cancer can be designed for oral or parenteral (including subcutaneous, intramuscular, intravenous, and intradermal) administration. When being administered orally, a pharmaceutical composition can be in the form of a pill, tablet, or capsule. Compositions suitable for parenteral administration include aqueous and non-aqueous sterile injection solutions that can contain anti-oxidants, buffers, bacteriostats, and solutes that render the formulation isotonic with the blood of the intended recipient. The formulations can be presented in unit-dose or multi-dose containers, for example, sealed ampules and vials, and may be stored in a freeze dried (lyophilized) condition requiring only the addition of the sterile liquid carrier, for example, water for injections, immediately prior to use. Extemporaneous injection solutions and suspensions may be prepared from sterile powders, granules, and tablets.
[0041] In some cases, a pharmaceutically acceptable composition including one or more chemotherapeutic and/or one or more targeted therapies can be administered locally or systemically. For example, a composition provided herein can be administered locally by intravenous injection or blood infusion. In some cases, a composition provided herein can be administered systemically, orally, or by injection to a mammal (e.g., a human).
[0042] Effective doses can vary depending on the severity of the treatment-resistant prostate cancer, the route of administration, the age and general health condition of the subject, excipient usage, the possibility of co-usage with other therapeutic treatments, and the judgment of the treating physician.
[0043] An effective amount of a composition containing one or more chemotherapeutic and/or one or more targeted therapies described herein can be any amount that reduces the number of cancer cells within a mammal (e.g., a human) without producing severe toxicity to the mammal. For example, an effective amount of docetaxel can be from about 3.5 mg/kg of body weight to 35 mg/kg of body weight daily. For example, an effective amount of a CBP/p300 inhibitor can be from about 10 mg/kg of body weight to 100 mg/kg of body weight daily. For example, an effective amount of a BET inhibitor can be from about 10 mg/kg of body weight to 100 mg/kg of body weight daily. If a particular mammal fails to respond to a particular amount, then the amount of the chemotherapeutic agent can be increased by, for example, two fold. If a particular mammal fails to respond to a particular amount, then the amount of the targeted therapy can be increased by, for example, two fold. After receiving the higher amount of either one or both of the one or more chemotherapeutic and/or one or more targeted therapies, the mammal can be monitored for both responsiveness to the treatment and toxicity symptoms, and adjustments made accordingly. The effective amount can remain constant or can be adjusted as a sliding scale or variable dose depending on the mammal's response to treatment. Various factors can influence the actual effective amount used for a particular application. For example, the frequency of administration, duration of treatment, use of multiple treatment agents, route of administration, and severity of the condition (e.g., treatment-resistant prostate cancer) may require an increase or decrease in the actual effective amount administered.
[0044] The frequency of administration of one/or more targeted therapies and one or more chemotherapeutic agents described herein can be any amount that reduces the number of treatment-resistant prostate cancer cells within a mammal (e.g., a human) without producing significant toxicity to the mammal. For example, the frequency of administration of docetaxel can be from about once a day to about once a month (e.g., from about once a week to about once every other week). For example, the frequency of administration of a CBP/p300 inhibitor (e.g., CPI637) can be from about once a day to about once a week (e.g., once every other day). The frequency of administration of a BET inhibitor (e.g., JQ1) can be from about once a day to about once a week (e.g., once every other day). The frequency of administration of two or more targeted therapies (e.g., a BET inhibitor and a CBP/p300 inhibitor) can be from about once a day to about once a week (e.g., once every other day or 5 days per week). The frequency of administration of two or more targeted therapies (e.g., a BET inhibitor and a CBP/p300 inhibitor) can be designed to administer one targeted therapy on one day and the second targeted therapy on the next day and maintaining this pattern during the course of treatment (e.g., orally). The frequency of administration of a one/or more targeted therapies and one or more chemotherapeutic agents described herein can remain constant or can be variable during the duration of treatment. A course of treatment with a composition containing one/or more targeted therapies and one or more chemotherapeutic agents described herein can include rest periods. For example, a composition containing one/or more targeted therapies and one or more chemotherapeutic agents described herein can be administered daily over a two-week period followed by a two-week rest period, and such a regimen can be repeated multiple times. As with the effective amount, various factors can influence the actual frequency of administration used for a particular application. For example, the effective amount, duration of treatment, use of multiple treatment agents, route of administration, and severity of the condition (e.g., cancer) may require an increase or decrease in administration frequency.
[0045] An effective duration for administering a composition containing one/or more targeted therapies and one or more chemotherapeutic agents described herein can be any duration that reduces the number of treatment-resistant prostate cancer cells within a mammal (e.g., a human) without producing significant toxicity to the mammal. In some cases, the effective duration can vary from several days to several months. Multiple factors can influence the actual effective duration used for a particular treatment. For example, an effective duration can vary with the frequency of administration, effective amount, use of multiple treatment agents, route of administration, and severity of the condition being treated.
[0046] In some cases, a course of treatment and/or the severity of one or more symptoms related to the condition being treated (e.g., treatment-resistant prostate cancer) can be monitored. Any appropriate method can be used to determine whether or not a mammal having treatment-resistant prostate cancer is being treated. For example, clinical scanning techniques can be used to determine the presence or absence of treatment-resistant prostate cancer within a mammal (e.g., a human) being treated.
[0047] The invention will be further described in the following examples, which do not limit the scope of the invention described in the claims.
EXAMPLES
Example 1AR Addiction Drives Enzalutamide Resistance in Prostate Cancer
Materials and Methods
Chromatin Immunoprecipitation (ChIP), ChIP-Sequencing (ChIP-Seq) and Bioinformatics Analyses
[0048] ChIP experiments were performed as described previously (He et al., Nucleic Acids Res., 46:1895-1911 (2018)). In brief, chromatin was cross-linked for 15 minutes at room temperature with 11% formaldehyde/PBS solution added to cell culture medium. Cross-linked chromatin was then sonicated, diluted and immunoprecipitated with Protein G-plus Agarose beads (Bio-Rad) prebound with antibodies at 4 C. overnight. Precipitated protein-DNA complexes were eluted and cross-linking was reversed at 65 C. for 12 h. ChIP-seq libraries were prepared using previously described methods (Peng et al., Cell, 139:290-1302 (2009)). High-throughput sequencing (51 nucleotide, pair-end) was performed using the Illumina HiSeq4000 platforms at the Mayo Clinic Genome Analysis Core Facility. All short reads were mapped to the human reference genome (hg19/GRCh37) using bowtie2 (version 2.1.0) with default configurations (Langmead et al., Nature Methods, 9:357-359 (2012)). On average, 81.7 million reads were obtained that were uniquely mapped to the reference genome for each sample. These uniquely mapped reads were then used for peak calling. MACS2 (version 2.0.10) was used to identify peaks with input samples used as background and a q-value cutoff of 0.05 (macs2 callpeak-bdg-SPMRX-f BAM) (Zhang et al., Genome Biol., 9:R137 (2008)). Peaks located in satellite repeats and centromere regions were removed. ChIP-seq tag intensity tracks (bedGraph files) were generated by MACS2, and then were converted into bigWig files using UCSC wigToBigWig tool. Genomic distribution of peaks with regard to transcription start sites (TSS) and the association of peaks to target genes were performed by Genomic Regions Enrichment of Annotations Tool (GREAT) (McLean et al., Nat. Biotechnol., 28:495-501 (2010)). Histone modification profiles were generated by Epidaurus (Wang et al., Nucleic Acids Res., 43:e7 (2015)).
RNA-Seq Analyses and Real-Time PCR
[0049] For RNA-seq, libraries were prepared using Illumina's TruSeq RNA prep kit and standard protocol. The RNA libraries were sequenced as 51 nt pair-end reads at one sample per lane of an Illumina HiSeq 2500, generating an average of 265 million reads per sample. Fragment size was estimated by RSeQC using the first 1,000,000 read pairs that were uniquely mapped (Wang, et al., Bioinformatics, 28:2184-2185 (2012).). All reads were aligned to the human reference genome (hg19/GRCh37) by TopHat 2.0.9 using these options. Gene expression counts were generated using HTseq software (http://www-huber.embl.de/users/anders/HTSeq/doc/overview.html) from Illumina gene annotation files (http://support.illumina.com/sequencing/sequencing_software/igenome.html). Gene expression analysis was conducted using EdgeR (version 3.6.8) and the built-in TMM (trimmed mean of M-values) normalization method was used (Robinson et al., Bioinformatics, 26:139-140 (2010)). Differentially expressed genes were determined based on the false discovery rate (FDR) threshold 0.01 and fold change (FC=log 2(siARV/siNT)) threshold of 1. Specifically, up-regulated genes were defined as those with FDR0.01 and FC1 and down-regulated genes were defined as those with FDR0.01 and FC1. Gene expression was determined by real-time quantitative PCR (qPCR) using Power SYBR Green (Cat No. 4368708, Thermo Fisher). Primer sequences used for qPCR were as listed in Table 1.
TABLE-US-00001 TABLE1 RT-qPCR primers Sequence GAPDH- 5-CCGGGAAACTGTGGCGTGATGG-3(SEQID Forward NO:2) GAPDH- 5-AGGTGGAGGAGTGGGTGTCGCTGTT-3(SEQID Reverse NO:3) AR-Forward 5-GGTGAGCAGAGTGCCCTATC-3(SEQIDNO: 4) AR-Reverse 5-GAAGACCTTGCAGCTTCCAC-3(SEQIDNO: 5) CXXC5- 5-GTTTGCGCAGTCCACAGAGA-3(SEQIDNO: Forward 6) CXXC5- 5-CTCTCCCTGCATGGGGTACT-3(SEQIDNO: Reverse 7) TET2- 5-AGGCTAGGCTGCTTTCGTAG-3(SEQIDNO: Forward 8) TET2- 5-GAATGTTTGCCAGCCTCGTT-3(SEQIDNO: Reverse 9) PFN2- 5-TGGCAGAGCTACGTGGATAAC-3(SEQIDNO: Forward 10) PFN2- 5-AAACCTTCCCGGTCTTTTCCT-3(SEQIDNO: Reverse 11) IDI- 5-GCTCTACGACATGAACGGCT-3(SEQIDNO: Forward 12) IDI- 5-GGGGTTCCAACTTCGGATTC-3(SEQIDNO: Reverse 13) ID3- 5-TGCCTGTCGGAACGCAGT-3(SEQIDNO:14) Forward ID3- 5-ATGTAGTCGATGACGCGCT-3(SEQID Reverse NO:15) KLK3- 5-GTCTGCGGCGGTGTTCTG-3(SEQIDNO:16) Forward KLK3- 5-TGCCGACCCAGCAAGATC-3(SEQIDNO:17) Reverse TMPRSS2- 5-CTGGTGGCTGATAGGGGATA-3(SEQIDNO: Forward 18) TMPRSS2- 5-GGACAAGGGGTTAGGGAGAG-3(SEQIDNO: Reverse 19) NKX3-1- 5-GGCCTGGGAGTCTCTTGACTCCACTAC-3(SEQ Forward IDNO:20) NKX3-1- 5-ATGTGGAGCCCAAACCACAGAAAATG-3(SEQ Reverse IDNO:21) siRNA andshRNA Sequence ARsiRNA 5-CGUGCAGCCUAUUGCGAGAUU-3(SEQID NO:22) controls 5-UAGCGACUAAACACAUCAA-3(SEQIDNO: siRNA 23) control 5-CCGGCAACAAGATGAAGAGCACCAACTCGAGTTGGTG shRNA CTCTTCATCTTGTTGTTTTT-3(SEQIDNO:24) ARshRNA 5-CCGGCCTGCTAATCAAGTCACACATCTCGAGATGTGT #1 GACTTGATTAGCAGGTTTTT-3(SEQIDNO:25) ARshRNA 5-CCGGCACCAATGTCAACTCCAGGATCTCGAGATCCTG #2 GAGTTGACATTGGTGTTTTT-3(SEQIDNO:26) CXXC5 5-CCGGCAACAGAAGAAAGGGCTTCTTCTCGAGAAGAAG shRNA#1 CCCTTTCTTCTGTTGTTTTTTG-3(SEQIDNO: 27) CXXC5 5-CCGGGAAAGACTGGCCATCAGATTTCTCGAGAAATCT shRNA#2 GATGGCCAGTCTTTCTTTTTTG-3(SEQIDNO: 28) TET2shRNA 5-CCGGAGTGTTCCGCAATTTACATCTCGAGATGTAA #1 ATTGCGGAACACTTTTTTG-3(SEQIDNO:29) TET2shRNA 5-CCGGGTTTATCCAGAATTAGCAACTCGAGTTGCTAA #2 TTCTGGATAAACTTTTTG-3(SEQIDNO:30) ID1shRNA 5-CCGGCCTACTAGTCACCAGAGACTTCTCGAGAAGTCT #1 CTGGTGACTAGTAGGTTTTT-3(SEQIDNO:31) ID1shRNA 5-CCGGCCTACTAGTCACCAGAGACTTCTCGAGAAGTCT #2 CTGGTGACTAGTAGGTTTTTG-3(SEQIDNO:32) PFN2shRNA 5-CCGGGCTGGTAGAGTCTTGGTCTTTCTCGAGAAAGAC #1 CAAGACTCTACCAGCTTTTTG-3(SEQIDNO:33) PFN2shRNA 5-CCGGGAAGGCATACTCAATGGCAAACTCGAGTTTGC #2 CATTGAGTATGCCTTCTTTTTG-3(SEQIDNO: 34)
STEME and Pathway Analysis
[0050] Efficient EM to find motifs in large data sets (STEME) (Reid et al., Nucleic acids research, 39:e126 (2011)) was used to find the enriched motif at androgen receptor (AR) gained binding sites in the C4-2ENZ-R cell line. Gene set enrichment analyses (GSEA) was carried out using the signature scores per gene (z-scores) in pre-ranked mode with default settings. A volcano plot was used to illustrate the magnitude of fold-change for top-scoring (z-scores) genes in the signature. DAVID Bioinformatics Resources v6.7, a web-based functional annotation tool for data analysis (http://david.abcc.ncifcrf.gov/home.jsp), was used to perform gene ontology (GO) analysis for the Top 500 differentially expressed genes in the C4-2ENZ-R cell line.
Cell Lines and Cell Culture
[0051] LNCaP, VCaP, LAPC4 PCa, and 293T cell lines were purchased from ATCC. C4-2 cells were purchased from Uro Corporation (Oklahoma City, Okla.). C4-2, LNCaP, VCaP, and LAPC4 cells were maintained at 37 C. and 5% CO.sub.2 in RPMI 1640 medium containing 10% fetal bovine serum (FBS) and 1% antibiotic/antimycotic (Thermo Fisher Scientific). 293T cells were maintained in DMEM medium with 10% FBS. To establish enzalutamide resistant cell lines, C4-2, LNCaP, VCaP and LAPC4 cells were cultured in medium containing enzalutamide. Concentrations of enzalutamide in the medium were gradually increased to 30 M for C4-2, VCaP and LAPC4 cell lines. LNCaP was grown in medium containing up to 5 M enzalutamide. Control cell lines were cultured in medium with the same concentration of vehicle only (DMSO).
Lentiviral shRNA Infection and Cell Proliferation Assays
[0052] 293T cells were co-transfected with control shRNA or shRNA specific for human AR, CXXC5, TET2, ID1, ID3 and PFN2. Using Lipofectamine 2000, the shRNA plasmids were co-transfected into 293T cells along with packing and envelop plasmids, according to the manufacturer's instructions. At two days post-transfection, virus particles containing shRNA were collected and used to infect PCa cells, according to the protocol provided by Sigma-Aldrich. Individual shRNAs specifically targeting human AR, CXXC5, TET2, ID1, ID3 and PFN2 were obtained from Sigma-Aldrich and their sequences are listed in Table 1. The indicated cells were transduced by culturing with a 1:1 mixture of fresh medium and virus supernatant with Polybrene (4 g/mg final concentration) (Sigma-Aldrich) for 24 h. For the cell proliferation analysis, the indicated cells infected with lentiviruses containing shAR, shCXXC5, shTET2, shID1, shID3, shPFN2 or control shRNA were seeded in 96-well plates (3,000 cells/well) and cultured in medium containing 10% Complete Classic Medium (CSS). Cells were fixed at different time points (day 0-5) and cell growth was measured using a sulforhodamine B (SRB) assay (He et al., Nature Commun., 7:13122 (2016)).
Animal Experiments and Drug Treatment
[0053] NOD-SCID male mice were generated in house and used for animal experiments. All mice were housed under standard conditions with a 12 hour light/dark cycle and access to food and water ad libitum and maintained under pathogen-free conditions. The animal study was approved by the Institutional Animal Care and Use Committee (IACUC) at the Mayo Clinic. C4-2ENZ-R cells (310.sup.6) were mixed with Matrigel (in 50 l of 1 PBS: 50 l of Matrigel (BD Biosciences)) and injected subcutaneously into the right flank of 6 week-old castrated mice. After xenografts reached a size of approximately 100 mm.sup.3, the animals were randomized and placed into one of five treatment groups (n=10 per group), including vehicle (10% DMSO, 40% polyethylene glycol 400 and 50% saline), ENZ (10 milligram (mg) per kilogram (kg) of bodyweight), CPI637 (10 mg per kg of bodyweight), JQ1 (50 mg per kg of bodyweight) and a combination of CPI637 (10 mg per kg of bodyweight) and JQ1(50 mg per kg of bodyweight). For the ENZ-resistant PC patient-derived xenograft tumor (PDX) study, PDXs were generated in the laboratory as previously reported (Kohli et al., PloS one, 10:e0145176 (2015)). PDXs were established by passaging tumor fragments (1 mm.sup.3) subcutaneously (s.c.) into 6 week-old castrated mice. After xenografts reached a size of approximately 100 mm.sup.3, animals were randomly assigned into five treatment groups (n=8 per group) as same as the C4-2ENZ-R xenograft study. Mice were treated 5 days per week by oral gavage and tumor growth was measured in a blinded fashion using digital calipers. The tumor volume was calculated using the following equation: tumor volume=lengthwidthwidth0.5.
Immunohistochemistry (IHC)
[0054] The prostate cancer tissue specimens used for immunohistochemistry (IHC) were obtained from FFPE tumor samples (e.g., from patients, PDXs, or C4-2ENZ-R xenograft tumors), were deparaffinized, rehydrated, and subjected to heat-mediated antigen retrieval. The UltraSensitive S-P (Rabbit) IHC Kit (KIT-9706, Fuzhou Maixin Biotech) was used for IHC. Briefly, sections were incubated with 3% H.sub.2O.sub.2 for 15 minutes at room temperature to quench endogenous peroxidase activity. After antigen retrieval using unmasking solution (Vector Labs), slides were blocked with normal goat serum for 1 hour and then incubated with a primary antibody at 4 C. overnight. IHC analysis of tumor samples was performed using primary antibodies against CXXC5 (dilution 1:500; #16513-1-AP, Proteintech), CXXC4 (dilution 1:500; #ab105400, Abcam), AR (dilution 1:1000; #ab108341, Abcam), ID1 (dilution 1:1000; #ab66495, Abcam), PFN2 (1:1000; #LS-C186004-100, LSBio), and TET2 (dilution 1:1000; #ab94580, Abcam). The sections were then washed three times in 1 PBS and treated for 30 minutes with biotinylated goat-anti-rabbit IgG secondary antibodies (Fuzhou Maixin Biotech). After washing three times in 1 PBS, sections were incubated with streptavidin-conjugated HRP (Fuzhou Maixin Biotech). After washing three times in 1 PBS for 5 minutes each, specific detection was developed with 3,3-diaminobenzidine (DAB-2031, Fuzhou Maixin Biotech). Images were acquired using a Leica camera and matched software. IHC staining was scored by two independent pathologists on the basis of the most common criteria. Staining score=Staining intensityStaining positivity. Staining intensity was graded into four categories: 0, 1, 2 and 3. Specifically, 0=no nuclear staining, 1=weak nuclear staining (staining obvious only at 400), 2=medium nuclear staining (staining obvious at 100 but not40), and 3=strong nuclear staining (staining obvious at 40). For staining positivity, 0=no positive cells, 1=<10% of positive cells, 2=10-50% positive cells, 3=51-70% positive cells, and 4=>70% positive cells.
Western Blot
[0055] Cells were treated as described herein and then lysed by boiling for 10 minutes in sample buffer (2% SDS, 10% glycerol, 10% -Mercaptoethanol, Bromphenol Blue, and Tris-HCl, pH 6.8). Equal amounts of protein (50-100 g) from cell lysates were denatured in sample buffer (Thermo Fisher Scientific), subjected to SDS-polyacrylamide gel electrophoresis, and transferred to nitrocellulose membranes (Bio-Rad). The membranes were immunoblotted with specific primary antibodies, horseradish peroxidase-conjugated secondary antibodies, and visualized by SuperSignal West Pico Stable Peroxide Solution (Thermo Fisher Scientific). The primary antibodies included: AR (dilution 1:1000, #sc-816, Santa Cruz Biotechnology), CXXC5 (dilution 1:1000; #16513-1-AP, Proteintech), TET2 (dilution 1:1000; #MABE462, Millipore), TET3 (dilution 1:1000; ab139311, Abcam), TET1 (dilution 1:1000; #ab191698, Abcam), ID3 (dilution 1:500, #sc-56712, Santa Cruz Biotechnology), PFN2 (dilution 1:1000; #sc-100955, Santa Cruz Biotechnology), BRD4 (dilution 1:1000; #ab128874, Abcam), p300 (dilution 1:1000; #MS-586-PO, Thermo Scientific) and ERK2 (dilution 1:2000; #sc-1647, Santa Cruz Biotechnology).
Immunoprecipitation, and Protein Purification and Pulldown Assay
[0056] For the His-tag pulldown assay, purified His-tagged CXXC5 or His-tag lysis control were incubated with the Flag-AR or the V5-TET2 alone or with both Flag-AR and V5-TET2 in binding buffer containing 10 mM imidazole for 4 hours at 4 C. Ni-NTA beads (Qiagen) were added to the solutions, incubated for 3 hours at 4 C., washed with washing buffer containing 10 mM imidazole, and eluted with SDS sample buffer.
Statistical Analysis
[0057] GraphPad Prism 7 was used for statistical analyses with the qPCR, cell proliferation analysis, tumor growth analysis, and IHC quantification data. P-values from unpaired two-tailed Student's t tests were used for comparisons between two groups. One-way ANOVA with Bonferroni's post hoc test was used for multiple comparisons. Two-way ANOVA followed by post hoc test was applied to analysis involving both treatment and time course. P value<0.05 was considered significant.
Results
Genome-Wide Profiling of AR Chromatin Binding in ENZ-Resistant ARPC Cells
[0058] To recapitulate the enzalutamide (ENZ)-resistance seen in the clinic, ENZ-resistant ARPC cell lines were established from C4-2, LNCaP, LAPC4, and VCaP cell lines through long-term (>two months) treatment with ENZ. These ENZ-resistant cell lines (C4-2ENZ-R, LNCaPENZ-R, LAPC4ENZ-R, and VCaPENZ-R) were maintained by continuous treatment of ENZ. Control cell lines (C4-2CON, LNCaPCON, LAPC4CON and VCaPCON) were generated in parallel by treating cells with vehicle only (DMSO). The growth of the C4-2ENZ-R cells demonstrated resistant to ENZ treatment both in vitro and in vivo while expression of canonical AR (cAR) target genes, such as KLK3, were suppressed in ENZ-resistant C4-2 cells (
[0059] To determine the molecular mechanism underlying ARFL-dependent, but ARV-independent growth of ENZ-resistant cells, chromatin immunoprecipitation sequencing (ChIP-seq) was performed for AR, FOXA1 and histone H3 lysine 27 (H3K27ac) in C4-2ENZ-R and control cells. Among the 59,780 total AR binding sites (ARBS) the majority (approximately 65%) were lost (termed ARBS-L) in C4-2ENZ-R compared to C4-2CON. Approximately 25% of total ARBS remained unchanged (termed ARBS-Conserved or ARBS-C) and approximately 10% gained AR binding (termed ARBS-G) (
CXXC5 Regulates AR Binding at ARBS-G Sites Overlapped with CpG Islands
[0060] Transcription factor (TF) DNA binding motif analysis revealed that AR and FOXA1 binding motifs were highly enriched at both ARBS-L and ARBS-C, but not at ARBS-G (
[0061] CXXC domain-containing proteins selectively recognize unmodified CpG DNA (22,23 Ref). There are 12 CXXC-domain proteins in the human genome. RNA sequencing (RNA-seq) analysis revealed that of all the CXXC-domain genes, only CXXC4 and CXXC5 mRNA were drastically upregulated in ENZ-resistant cells (
[0062] TET2 is the only human methylcytosine dioxygenase that lacks a CXXC domain. In order to facilitate binding to demethylated cytosine-rich DNA, TET2 interacts with CXXC4/5 to form a functional dioxygenase complex, thereby permitting CXXC4/5 binding to the demethylated cytosine-rich DNA (CpN) elements with CpGi. Upregulation of TET2 co-occurred with CXXC5 at both mRNA and protein level although increased expression of TET2 was not affected by AR knockdown in C4-2ENZ-R cells (
[0063] Next, further examination of whether CXXC5 and TET2 played any role in ARE-independent chromatin recruitment of AR in ENZ-resistant cells revealed a causal relationship. Consistent with the co-IP data (
Upregulation of Neuron Differentiation and Cell Mobility Genes Located at ARBS-Gi in ENZ-Resistant ARPC
[0064] To define the downstream effectors of increased AR binding at ARBS-Gi in ENZ-resistant cells, expression of genes associated with ARBS-Gi loci in C4-2ENZ-R and control cells were compared by RNA-seq. Of note, RNA-seq data from one replicate of the C4-2ENZ-R cells was excluded from further analysis due to its poor correlation with the other two biological replicates. The data revealed that >50% of ARBS-Gi genes were significantly upregulated in C4-2ENZ-R cells compared to control cells (
[0065] Among the top upregulated genes associated with ARBS-Gi loci were genes highly relevant to regulation of neuronal lineage and tumor progression, including inhibitor of differentiation 1 (ID1), inhibitor of differentiation 3 (ID3), and the actin cytoskeletal regulator PFN2 (
TABLE-US-00002 TABLE 2 Gene name Score LUZP2 3.625449 DYRK3 2.106622 IDl 2.102616 PFN2 2.089388 ID3 1.874005 NLGN1 1.868585 SORL1 1.823411 MICU3 1.680531 ACSF2 1.464948 PCK2 1.330327 CHPT1 1.258888 GAB1 1.211482 ABCC6 1.206542 IRF2BP2 1.152091 TBC1D32 1.148525 TTLL7 1.126742 RNF144B 1.120283 PTPN14 1.114758 METTL21B 1.053779 HIVEP2 1.047281 SLC20A2 1.036195 CEP112 1.010515 KCTD17 1.010297 RDH10 1.004319 CADPS2 0.994417 EPS8 0.990489 ZDHHC24 0.988029 RASL1lA 0.978714 NFIC 0.935418 PARP14 0.929686 LPHN1 0.91201 ZNF333 0.907789 ZNRF1 0.906531 SPRED1 0.893979 ZNF558 0.872837 HNRNPD 0.858513 CASZ1 0.855336 MTSS1L 0.848151 PRDX1 0.807517 RFX3 0.803702 AMFR 0.779047 NIPAL2 0.747238 DAGLA 0.731922 GPRC5C 0.72959 GGH 0.728377 SIAE 0.716347 RABGAP1L 0.713954 CYP27B1 0.702753 CCNG2 0.702504 ID2 0.700571 FUT8 0.697117 SYNE2 0.688956 XYLB 0.686336 JUNB 0.683624 KIAA0232 0.680013 SLC16A9 0.677369 ATP2B1 0.67003 CTBS 0.65554 GATA2 0.655348 GRHL2 0.653718 SNX27 0.64782 FTO 0.647053 EPRS 0.646306 ERBB2IP 0.643368 TMEM64 0.642739 NHLRC1 0.638405 UBA6 0.637778 GSK3B 0.627135 NQO1 0.613746 KAZALD1 0.609186 K1AA1598 0.609158 STC2 0.607665 CELSR3 0.602783 ACAD8 0.575721 K1AA1244 0.572747 DNAJC14 0.552671 GDAP1 0.549684 SETD2 0.548816 ZFYVE9 0.548389 AVPI1 0.54793 CARS 0.542967 MANSC1 0.540545 NCR3LG1 0.54002 MGAT4B 0.533828 ATP13A2 0.530507 PTOV1 0.52509 DSTYK 0.518749 NLRX1 0.517046 RXRA 0.513127 ACTR8 0.511332 HIPK1 0.510288 PDXDC1 0.507816 ZNF646 0.506138 LLGL2 0.501555 APC 0.500381 KDM5A 0.499238 DDHD1 0.497985 GALNT2 0.495926 TMEM214 0.495902 PLEKHH3 0.47414 HYOU1 0.472738 AEBP2 0.467547 GPAA1 0.465956 COPS7A 0.459828 VCPIP1 0.459237 TANGO6 0.45677 LFNG 0.456576 CHCHD6 0.453318 WWOX 0.453213 KIF1B 0.451079 SAMD4B 0.450974 TRPC4AP 0.44965 ANKRD11 0.447843 CAMTA2 0.447444 XRRA1 0.445464 YTHDC1 0.445006 TUFM 0.441943 MSRB2 0.441892 TMEM254 0.438458 PPP3R1 0.436331 KCNK1 0.432068 DPY19L3 0.427576 DDIT3 0.426553 U2SURP 0.426165 TDRD7 0.41766 RAB2A 0.416815 ZNF438 0.412466 PXK 0.410493 ZNF184 0.40918 MAGI1 0.405662 XPO7 0.399511 RPA1 0.398995 VPS13B 0.398239 K1AA1429 0.397313 TMEM116 0.394306 AP1G1 0.39405 PAQR3 0.392345 CUL9 0.39063 CAT 0.386834 ANKM1 0.385665 STT3B 0.385137 ATRN 0.382899 HEXIM1 0.380253 TEX261 0.379665 TUBGCP3 0.379588 RNF11 0.372824 CLUAP1 0.372685 TERF2IP 0.371962 MTR 0.371788 NELFA 0.369559 ZNF546 0.368346 MLST8 0.364655 FAM160A2 0.362919 NCOA6 0.359873 SIK2 0.358914 TSC22D2 0.358814 PCM1 0.357973 APEH 0.357881 CTBP1 0.35577 SLC25A24 0.353428 DDX41 0.351553 RBFOX2 0.349033 ARL6 0.348447 KARS 0.347432 TLE1 0.342398 KLF3 0.341662 ZZEF1 0.338883 ATF4 0.338761 LRRC8D 0.337895 KIF2C 0.336594 SHPRH 0.333747 TMCO4 0.332987 MINA 0.332548 SLC26A11 0.331412 UFL1 0.329147 NANP 0.327656 ZCCHC4 0.32515 KIF3C 0.321155 GRHL1 0.320213 CCNY 0.317838 XPOT 0.317456 PRDM10 0.316237 MPV17L 0.315921 SIAH2 0.315512 GCN1L1 0.314765 PEPD 0.313788 RSBN1 0.309704 DHX8 0.308294 USP31 0.306878 EDC4 0.305535 ZC3H11A 0.304789 KPNA4 0.304261 OGFOD3 0.302743 ACACA 0.301299 EFCAB14 0.300603 FUT10 0.300387 PAK2 0.29884 TCEB2 0.296547 ITPRIP 0.295636 DGCR2 0.295146 HIBCH 0.294401 CAMSAP3 0.291788 PDP1 0.291196 ATXN2 0.290556 PARP1 0.288109 K1AA0922 0.28698 ARHGAP29 0.286774 CHTF18 0.285681 CTR9 0.282344 PYROXD1 0.279741 EFS 0.278342 PTMS 0.275216 PANK3 0.27521 IKBKB 0.274547 FAM72A 0.273929 TGOLN2 0.267369 UCKL1 0.267315 RB1 0.267116 MICAL3 0.266404 EEF2 0.261903 CEP128 0.261892 FNDC3A 0.259178 CAPN15 0.258087 ENTPD4 0.256768 NOTCH2 0.254027 PHF13 0.248563 TBC1D9B 0.247957 TMEM54 0.245964 SON 0.239735 SNAPC3 0.239452 NUTF2 0.239262 THYN1 0.238992 ING2 0.237487 DSP 0.237095 MAP3K1 0.236522 PRKCI 0.234947 SLC35B3 0.23363 ATG3 0.232103 STAT1 0.232072 WDR34 0.231597 AHCYL1 0.231393 SCAF11 0.23035 SMG7 0.229492 HM13 0.229147 FKBP10 0.228018 EIF3D 0.228009 ALDH18A1 0.227628 FPGS 0.227115 LSM14A 0.225984 TOMM20 0.221069 LEPREL4 0.218251 RPS6KC1 0.217382 ILK 0.215663 EIF2A 0.214452 RHOA 0.209245 GABARAPL2 0.2074 OSBPL11 0.205991 GTF3C3 0.205866 LACE1 0.202592 ERP29 0.201958 UBE2W 0.200908 ZNF707 0.200292 SH2B1 0.199667 FAM84B 0.199091 NMRAL1 0.1973 UPF3A 0.19649 OXSR1 0.195023 GLT8D1 0.19468 POLR3H 0.192373 PEX3 0.190707 USP10 0.189028 IFT88 0.187595 SPCS1 0.187005 GARS 0.186895 KBTBD7 0.186141 IFT52 0.18591 FAM118A 0.183433 TBC1D22A 0.182495 SDR39U1 0.181102 TRAPPC6B 0.180793 ZNF862 0.179803 MYO10 0.178329 DRAM1 0.178226 ETV3 0.177354 ZNF717 0.176982 TCEA1 0.176339 DOCK5 0.176044 PRPSAP1 0.174043 CHEK1 0.173579 MBTPS2 0.171489 EIF2D 0.168544 PAPOLA 0.167602 ADAT2 0.167348 RNF168 0.166811 TRIM39-RPP21 0.165746 CYB561D1 0.164605 ZNHIT6 0.16451 NPEPPS 0.163798 SCAP 0.16072 NEK8 0.158951 ZBTB2 0.153722 PC 0.151082 SRSF9 0.150228 ATG9B 0.149411 MTRR 0.148323 MGAT1 0.147344 CHP1 0.146536 TTPAL 0.143218 RHOT2 0.142693 NRDE2 0.142634 RECQL5 0.141793 FAM20B 0.138563 PEMT 0.136822 MATR3 0.135653 RMND1 0.135496 ANKRD13C 0.134347 CEP57 0.134195 ERI1 0.133557 GZF1 0.133348 ARID2 0.133333 TFAP4 0.132025 PELP1 0.131973 SDHC 0.131126 DEDD 0.127555 OPA1 0.124978 DDX58 0.124922 SPCS2 0.124875 ORAI1 0.122305 LTBP3 0.120619 RPGRIP1L 0.119249 EI24 0.119154 TMED5 0.115144 MRPL37 0.115089 WASF3 0.115068 CGGBP1 0.114847 FCHO2 0.112279 MAZ 0.111982 COL4A3BP 0.110808 POLK 0.109563 KLHDC2 0.108337 MGST3 0.107594 ZNF354A 0.105456 ATPSG2 0.104621 ABCB8 0.100009 ZNF212 0.098295 SDCBP 0.097676 ZC3HC1 0.096694 UBAP2L 0.092845 AGAP3 0.091209 TLCD1 0.089469 TMUB1 0.089402 METTL25 0.089358 NDUFS6 0.086553 KLF10 0.086147 PRKAR2A 0.08528 SAP30BP 0.085141 H6PD 0.084118 PFKM 0.082449 BIRC6 0.081694 NACC1 0.080936 TRIM39 0.080798 GNB2 0.080304 WRNIP1 0.079983 KANSL1 0.07964 AGAP1 0.079025 STARD3 0.078322 HNRNPU 0.077945 ZBTB37 0.077671 ATL3 0.075683 RNASEH2B 0.074239 LRRC47 0.073559 MPHOSPH8 0.07235 ATPAF1 0.071452 WASL 0.065913 TOP2A 0.065305 GNB1L 0.062161 TES 0.060784 OMA1 0.060663 NOL3 0.05983 SLC25A3 0.058265 YPEL1 0.05731 NDST2 0.057236 MIS18BP1 0.057031 LZTR1 0.054916 ZNF143 0.054338 ARNTL 0.053714 HDAC4 0.047691 ERAP1 0.045142 NET1 0.043507 TIMM22 0.043153 DNAJB11 0.039978 MBNL1 0.039222 GLO1 0.036961 NOC2L 0.033787 SMG6 0.03227 MED20 0.028908 SKIV2L 0.028019 DAZAP1 0.02794 AMDHD2 0.025875 DHX15 0.025638 MPP5 0.024226 NAAA 0.023722 IMMP2L 0.023034 CYB5RL 0.021711 IL1RAP 0.020732 SSR3 0.017183 RPS6KB2 0.014079 ARHGEF11 0.010611 ASPSCR1 0.010098 TBC1D22B 0.009795 5-Mar 0.00857 RRN3 0.008502 USP38 0.006288 LEMD3 0.005841 GORASP1 0.005008 CCDC124 0.004782 CNEP1R1 0.004368 FADS2 0.003868 PLK2 0.003828 HGSNAT 0.00371 SGOL1 0.002023 CDK5RAP3 0.001938 KLHL22 0.000431 SECISBP2 0.00447 ANKRD46 0.00573 HN1L 0.00639 SLC35E3 0.00819 AKAP10 0.00943 ATG13 0.01092 RBM15B 0.01241 GYG1 0.0125 HMOX2 0.01461 RAD51AP1 0.01539 DONSON 0.01598 EXOSC4 0.01626 PPFIA1 0.01694 ZC2HC1C 0.01729 OTUD7B 0.01807 SURF4 0.02304 MAPK8 0.02651 FNTA 0.02865 TICAM1 0.02878 EXOC5 0.02925 ZDHHC20 0.02967 HNRNPA0 0.03025 SRXN1 0.03159 ZBED6 0.03394 MYRIP 0.03478 GNA13 0.03515 UEVLD 0.03827 DHX33 0.0399 NUDCD1 0.0432 TELO2 0.04494 NBN 0.045 DSCC1 0.04553 KATNAL1 0.04631 KRIT1 0.04658 CDK5RAP2 0.04747 RFXANK 0.04769 DYNLRB1 0.04941 IVNS1ABP 0.04974 AHCYL2 0.0507 POGLUT1 0.05337 ZNF658 0.05364 FAM114A2 0.05446 PSMD6 0.05458 GUSB 0.05548 PAQR4 0.05573 PIGU 0.05575 PDLIM5 0.05602 ECD 0.05655 CEP57L1 0.05819 TLK2 0.05989 CPNE3 0.06042 TUBGCP4 0.06257 FAM3C 0.06393 CHTOP 0.06442 UBE2D2 0.06495 PSEN1 0.06496 WBSCR22 0.06511 YIF1B 0.06753 GATAD1 0.07001 EIF4E2 0.07017 GORASP2 0.07045 CLPTM1L 0.07321 RPL7 0.07387 CHD1 0.07405 HOMER1 0.07471 NOC4L 0.07866 MTMR10 0.08099 GCFC2 0.08162 SMYD4 0.08193 NTAN1 0.08277 UBE2D3 0.08283 FAM168B 0.08286 SMAGP 0.08397 WDR33 0.08444 MCOLN1 0.08473 CWF19L2 0.08524 FNDC3B 0.0874 NUB1 0.08801 FDXACB1 0.08841 CPEB3 0.08959 YTHDF2 0.09178 HDDC2 0.09219 GBE1 0.09325 TMEM115 0.09422 AP1AR 0.09626 CENPT 0.09823 RPL37 0.09899 RANBP17 0.09944 GABARAP 0.10105 LDB1 0.10123 SGSH 0.1015 NKTR 0.10268 SMPDL3A 0.10341 SENP1 0.10349 ZNF700 0.10477 NFRKB 0.10508 MEF2BNB- 0.10571 MEF2B SNX4 0.10572 SLC35E2B 0.10801 MLLT10 0.10863 ZMYM5 0.10902 SLC25A38 0.1097 CCNC 0.1098 ACTL6A 0.11093 MRPS16 0.11115 CS 0.11309 ANKRD13D 0.11346 SPOP 0.11363 METTL1 0.11441 RPL10 0.11831 PHYKPL 0.11941 NFKB1 0.12027 TMEM14A 0.12028 ACP6 0.12208 RNF13 0.1232 MRFAP1L1 0.12428 DICER1 0.12668 NPL 0.12807 ARPC3 0.12838 IGHMBP2 0.13 GINS3 0.13204 MTX2 0.13256 ELF2 0.13818 RPS20 0.13907 ARL5B 0.13962 CYP51A1 0.13969 ZNF131 0.14369 LRRC8B 0.14486 CUL1 0.14564 ZFR 0.15398 ZNF584 0.15463 ZNF200 0.15726 RPLP0 0.1581 PRPF40B 0.15958 KLHL17 0.16038 VPS33A 0.16075 RPP14 0.16176 PGAM1 0.16217 ATG14 0.16575 TRNT1 0.16761 TAF6L 0.16769 RPLP2 0.17159 METAP1 0.17217 SRR 0.17416 PIAS2 0.1744 TBL1XR1 0.17442 GADD45GIP1 0.17467 PNN 0.17694 CDKN3 0.17768 POLDIP2 0.1777 SESN1 0.17931 CYB5D2 0.18001 MAP2K5 0.18092 SMIM7 0.18206 COG5 0.18396 KLHL15 0.18692 AAAS 0.18723 UBE2R2 0.18785 SLC22A23 0.18892 BYSL 0.18941 CDK8 0.1904 BTAF1 0.19383 APPBP2 0.19574 ELK4 0.19589 PAN2 0.19753 NELFE 0.19881 STAT3 0.19899 RHOD 0.1996 ZNF800 0.20119 ZNF354B 0.20129 MARK3 0.2035 ADSL 0.20447 PSMC2 0.20486 ZNF23 0.20492 PITPNC1 0.21249 PRMT3 0.21311 USP36 0.21381 PPP6C 0.21497 ZNF286A 0.21546 DNAJC30 0.21605 ZNF827 0.2165 RNF114 0.2167 POLR2D 0.21959 VPS45 0.22067 PA2G4 0.22068 TMEM38A 0.22337 POMP 0.22439 RNF32 0.22568 EIF3M 0.22601 NUP153 0.22721 ZNF398 0.22732 PSMD3 0.22758 NSUN5 0.22778 ASCC3 0.22847 TADA2A 0.23004 FKBP1A 0.23166 HIST1H4B 0.23471 ABCE1 0.23527 SOX13 0.23537 UNC50 0.23828 NEK1 0.23988 UBE2V2 0.24154 RFC4 0.24158 ANAPC10 0.24194 OSTM1 0.24202 HECTD2 0.24728 MRPS28 0.24765 FAM21A 0.25336 GART 0.26174 NDUFB7 0.26433 UMPS 0.26478 ZNF451 0.26928 MICU2 0.2706 CCDC50 0.2718 CCDC59 0.27231 RGS10 0.27363 MFAP3 0.27395 DEK 0.27453 DDX1 0.27532 BIRC2 0.27626 RASSF3 0.27811 DDX51 0.28131 DNAJC9 0.28341 RPS9 0.28391 THAP9 0.29263 POT1 0.29311 BAZ1B 0.29441 ARHGAP11A 0.29517 SLC20A1 0.29594 ZNF669 0.29632 RBM7 0.29692 VMP1 0.29782 MPHOSPH6 0.29909 NT5C3A 0.30042 PRPF39 0.30156 RABIF 0.30384 DLAT 0.30691 HEXDC 0.30906 CYB561A3 0.31151 LSM4 0.31182 LNPEP 0.31236 DUS4L 0.31417 DNAJC2 0.31507 CCT8 0.31715 TIGD2 0.31797 HNRNPF 0.32007 THG1L 0.32016 PDCL3 0.32082 TMEM9B 0.32295 SAYSD1 0.32461 PHF23 0.32463 SLC35A5 0.32627 GTPBP8 0.32721 DDX23 0.33094 SDHAF2 0.33423 ARL14EP 0.33715 FAM49B 0.3385 TMEM106B 0.33921 INVS 0.33974 SMAD2 0.34053 ERP44 0.34142 UQCRFS1 0.34173 SMG8 0.34286 COA5 0.34718 SMAD6 0.34764 AK2 0.34918 ST14 0.34935 CDK11B 0.35243 LCOR 0.35336 AP5M1 0.35599 PPP1R8 0.35616 DCTN6 0.35775 BHLHE40 0.36622 ATP1B3 0.3692 TECPR1 0.37112 HARBIl 0.37609 FBXL5 0.38026 ZNF770 0.38284 RAN 0.38518 FUT4 0.39401 TONSL 0.39627 ETNK1 0.39864 ACP2 0.39922 ZNF124 0.39983 PDSS1 0.40203 METTL9 0.40662 GCSH 0.41353 CISD2 0.41638 RPF1 0.419 RIOK1 0.42118 UNK 0.42211 SPA17 0.42562 APBA3 0.43054 RRP8 0.43185 RPP40 0.43195 SRP19 0.43749 NOTCH1 0.44308 SPPL2A 0.45426 GPS2 0.45545 KLHL20 0.45819 MRPL21 0.45847 FAIM 0.46443 NDUFA6 0.46622 CDKN2AIP 0.47159 CPSF7 0.47381 RPUSD1 0.47881 TRMT10B 0.4797 GNPNAT1 0.47995 ENY2 0.48022 FUBP3 0.4867 PINX1 0.49018 SLC41A1 0.49214 ZCCHC3 0.49824 FASTKD3 0.49842 CAPRIN2 0.49844 TRPM7 0.50122 SPATA7 0.50672 HUS1 0.51389 RBM17 0.52226 S100A13 0.52761 TXN 0.52872 DLD 0.54 TMEM60 0.54156 TMEM138 0.55404 BUB1B 0.55464 TIGD1 0.55618 MRPL42 0.56435 PUS7 0.56467 IKBKAP 0.56595 ZSCAN29 0.57373 MYO6 0.57842 IFRD1 0.57894 MYL12B 0.58321 CPT1A 0.5905 MTMR6 0.59057 NAA38 0.59892 SNRPA1 0.60056 NSMCE4A 0.60422 ATP5J2-PTCD1 0.60451 HSD11B2 0.60607 ZBTB26 0.60952 TCTA 0.61011 HEBP2 0.61555 HSPH1 0.61743 SMIM19 0.61972 MRPS36 0.63469 RBM18 0.6378 SPG21 0.64 PEX6 0.64599 PMS1 0.65048 SLC25A21 0.65089 DYNLL1 0.65209 PDS5B 0.65278 SMIM12 0.6556 FAM206A 0.67537 MPLKIP 0.68001 POLE3 0.68339 MRPL36 0.69785 FAM76B 0.70276 MEF2BNB 0.70322 MTHFD2L 0.70961 ZNF823 0.71217 TMEM199 0.72137 FAM162A 0.72796 ORMDL1 0.73362 SEMA3C 0.73719 MRRF 0.73765 CNTLN 0.74277 TRMT1 0.75516 ATAD2B 0.76239 UBE2N 0.76381 GTPBP10 0.76571 ATP5J2 0.77472 COA6 0.77821 TAF1D 0.80534 CNIH4 0.80613 PRKCD 0.80671 NAMPT 0.81921 H3F3B 0.83064 MYO5C 0.87157 VIMP 0.88848 NUDT4 0.91756 TXNL1 0.92043 MRPL54 0.9313 ZNF548 0.9507 CCDC58 0.96517 PPM1E 1.02721 NT5C2 1.06613 NDRG1 1.09845 PSTK 1.20353 TJP1 1.35726 STK10 1.6975 BBS10 1.86292 KLF4 2.0642 STARD4 2.26391 TMPRSS2 2.46887 TNFRSF19 3.0371 ZNF385B 4.52898
ENZ-Resistant ARPC Growth Driven by ARBS-Gi Locus Genes
[0066] To assess the relevance of the gained AR binding, the role of its downstream target genes in the development of ENZ resistance were assessed. Western blot and RT-qPCR analyses confirmed upregulation of CXXC5, TET2 and the ncAR targets at ARBS-Gi loci, such as ID1, ID3, and PFN2, in ENZ-resistant C4-2 cells (
[0067] To determine the causal role of the ncAR target genes at ARBS-Gi loci in ENZ-resistant cells, ID1, ID3 and PFN2 were individually knocked down using gene-specific shRNAs in both C4-2CON and C4-2ENZ-R cells. Knockdown of ID1, ID3, or PFN2 restored ENZ sensitivity in C4-2ENZ-R cells (
Overcoming ENZ Resistance Using the Combination of BET and CBP/p300 Inhibitors
[0068] Next, methods for achieving pharmacologically intervention in ARE-independent ENZ-resistance in ARPC was investigated. First, assessments were made regarding the sensitivity of C4-2ENZ-R cells to the inhibitors of functionally diversified signaling pathways. By comparing the half maximal inhibitory concentration (IC50) of the inhibitors in C4-2ENZ-R and C4-2CON cells, it was discovered that C4-2ENZ-R cells were much more sensitive to the CBP/p300 inhibitor CPI637 and the BET inhibitor JQ1 than the control cells (
The Role of the ncAR Activity in Acquisition of ENZ Resistance in Clinical Settings
[0069] Next, IHC was used to examine the expression of AR, CXXC5 and ID1 protein in a group of patients diagnosed with hormone nave prostate cancer (n=24), CRPC (n=16) or ENZ-resistant prostate cancer (n=13) in order to validate the significance of the gained ncAR program in the development of ENZ resistance in clinical settings. AR protein was expressed in almost all the specimens (
TABLE-US-00003 TABLE 3 Gene logFC logCPM PValue FDR CBLN2 10.51547624 5.668678783 0 0 FRAS1 6.08313794 4.906381423 0 0 DPP4 5.356950384 6.85286046 0 0 THBS1 5.405142129 7.0722837 0 0 TENM1 5.637470238 5.759980758 0 0 ASRGL1 6.104946525 6.289353099 0 0 PHLDA1 6.694297836 4.782555087 0 0 RPS4Y1 6.960662865 4.526112887 0 0 AFF3 7.44685209 4.481793424 0 0 PRUNE2 7.54099142 8.151354408 0 0 CTAG2 7.610124143 4.432792657 0 0 NAV3 7.783441667 4.558271556 0 0 USP9Y 8.108783458 4.597925175 0 0 LAMA1 8.46616437 4.703180662 0 0 BEND4 8.470281863 4.154993656 0 0 TRPM8 9.380222631 4.826363329 0 0 GULP1 9.43627029 8.39811411 0 0 SYT4 9.877078838 8.339523859 0 0 TFPI 10.00184633 6.967265135 0 0 ST6GALNAC1 10.08102582 7.036056605 0 0 SLC22A3 10.37231911 5.462099694 0 0 LOC101927482 7.855503023 3.736499485 1.51E305 8.04E303 KCNH8 9.81267391 3.507077819 2.82E303 1.44E300 BMPR1B 7.123150074 3.944141663 1.45E302 7.09E300 PCDH19 8.849591953 2.897434281 4.50E302 2.11E299 ARHGAP28 5.231492132 5.677364246 4.85E295 2.19E292 IGF1 5.849029858 4.587505448 2.30E293 9.99E291 PCDH7 4.805331698 6.29048798 4.65E287 1.95E284 PMEPA1 4.854975827 6.432669082 5.07E285 2.05E282 LONRF2 5.447595617 4.275978797 4.57E283 1.79E280 ALDH1A3 5.265144244 5.056755792 2.42E281 9.14E279 DDX3Y 8.146594553 3.266893751 2.09E279 7.66E277 PLXDC2 4.849884793 5.550036362 1.13E271 3.91E269 ADAM7 10.05397004 3.075483439 1.11E271 3.91E269 PXDN 6.77313771 3.544142697 6.66E268 2.23E265 TTTY15 7.739546012 3.225886922 9.46E267 3.08E264 CYP7A1 8.018195787 2.479470071 5.52E265 1.75E262 NPR3 4.796516265 5.360496539 1.42E264 4.39E262 THSD7B 7.856776693 2.424172466 2.98E261 8.95E259 K1AA1324 5.192939839 3.957843569 3.41E257 9.98E255 TXLNGY 7.696715889 3.012003487 6.32E257 1.81E254 SLC16A3 5.082980208 4.568110046 1.42E256 3.95E254 MBNL2 5.961816179 3.06345888 2.27E256 6.19E254 PREX1 4.436150611 5.905931083 5.30E253 1.41E250 CHRNA2 7.176796797 3.016120031 1.61E245 4.19E243 KLK3 4.311806518 9.308784406 1.03E244 2.62E242 ACOX2 5.624700877 3.528260367 5.90E242 1.47E239 CDH3 4.250543207 5.855969184 7.80E236 1.91E233 MECOM 5.66790842 2.76392553 1.19E228 2.85E226 CXORF57 5.39403131 2.977290403 5.38E228 1.26E225 SPON2 4.165244413 6.807864328 1.19E227 2.74E225 GREB1 4.638637318 4.529885766 2.65E226 5.97E224 PDGFC 5.452632657 2.858223415 4.56E226 1.01E223 KCNJ3 5.572045615 2.751892588 1.78E224 3.87E222 ELOVL2 6.472734149 2.882318057 1.09E223 2.33E221 TUBA3D 4.165516141 5.317987875 2.17E223 4.55E221 PKIA 7.150176429 2.021395515 7.45E223 1.53E220 ARHGEF26 4.067197259 8.46143183 2.57E222 5.18E220 MATN2 4.652734085 3.755982091 1.37E221 2.72E219 EIF1AY 7.65219729 2.582952352 4.58E221 8.95E219 LRRN1 4.523253536 4.031565346 2.30E220 4.42E218 ZFY 7.822914275 2.500964275 4.73E216 8.94E214 C2ORF54 4.034083947 5.270666023 3.30E215 6.15E213 PGC 4.965742565 3.709680153 6.73E215 1.23E212 ZNF385B 4.530157384 4.255503322 7.24E215 1.31E212 ABCC4 3.976774874 8.383819571 1.21E214 2.14E212 DUSP4 4.344782664 4.950403225 7.59E214 1.33E211 KIRREL 4.821897294 3.177640319 5.05E212 8.71E210 ELOVL7 3.986306848 6.309027099 2.64E211 4.49E209 TUBA3E 4.288171828 4.617058415 7.14E211 1.20E208 ITGBL1 6.915910473 1.852965847 3.19E209 5.26E207 SLPI 4.400185037 4.326509031 1.67E207 2.72E205 KDM5D 7.877175012 2.416401056 3.74E207 6.01E205 WWTR1 8.384473779 2.364780486 6.04E206 9.57E204 MAF 5.104592433 3.325191709 1.35E204 2.11E202 KLHL1 5.640399605 2.900418537 3.21E203 4.96E201 C2ORF72 4.382234712 4.257910553 7.19E203 1.09E200 GALNT13 6.730598442 1.829874042 2.60E202 3.90E200 TCEAL2 6.515767014 1.80180725 6.51E201 9.65E199 LINC00161 4.805387315 3.434278258 3.03E200 4.45E198 GLRB 7.938402838 1.647047649 1.71E199 2.48E197 TMTC1 5.578026174 2.812637215 3.01E199 4.30E197 TARP 7.14466681 2.299745522 9.68E198 1.37E195 PABPC5 5.053407357 2.571424907 3.40E196 4.74E194 CYP11A1 10.33890532 2.069025623 8.65E196 1.19E193 MUM1L1 5.212051137 2.372451137 1.11E193 1.52E191 HPGD 7.465105186 2.291024452 1.18E193 1.59E191 ZNF711 4.294535604 3.517790758 2.88E192 3.84E190 SLC45A3 3.749431542 6.588434078 4.26E192 5.62E190 NFIB 4.183325771 4.354047289 4.13E191 5.38E189 TNFAIP2 3.908538452 4.772243262 9.49E191 1.22E188 ADD2 6.213744625 1.76124739 2.06E189 2.62E187 GPC5-AS1 7.512668292 2.052844449 5.19E188 6.54E186 GCNT1 3.993223917 4.666162866 3.14E187 3.92E185 PDGFD 4.75741513 2.637836379 9.13E187 1.13E184 ROBO1 4.005118008 4.037542813 2.13E186 2.60E184 NR2F1 3.711648959 5.036514108 3.60E186 4.35E184 CXXC4 6.92929321 1.482231953 5.81E186 6.95E184 PEG3 8.304700168 2.046419546 3.15E185 3.73E183 HOXD13 4.042804984 3.843630054 1.03E183 1.21E181 FGF13 3.683238797 4.841501187 4.15E183 4.82E181 LUZP2 3.621577836 6.37351231 7.67E183 8.81E181 ALDH1L2 3.666689294 4.871003577 5.20E182 5.92E180 BST2 5.577420123 2.436315031 2.80E181 3.15E179 ELOVL6 3.590644249 6.619497177 1.11E180 1.24E178 HSPB8 4.320670936 3.008007946 1.23E180 1.36E178 SAGE1 4.191899596 3.239627636 5.76E180 6.31E178 RBP5 4.046612139 3.603283601 9.02E180 9.79E178 AADAT 3.664511538 4.954136752 4.98E178 5.35E176 MST1R 4.533403122 2.642490961 5.10E178 5.43E176 WBSCR17 8.091793011 1.326250199 2.24E177 2.36E175 GPR158 3.882506329 4.290187769 2.10E175 2.20E173 KCNN2 3.682814579 4.778944709 5.91E175 6.13E173 TSPAN7 4.44775479 2.59573356 8.19E174 8.42E172 TEX19 3.551668895 4.749336525 1.38E171 1.41E169 SCD5 3.67740531 4.42973597 4.74E170 4.80E168 CAMK2N1 4.209240273 3.413274306 6.51E170 6.52E168 CA13 5.886210642 2.197056203 1.23E169 1.22E167 ATP10D 5.567432617 1.625246061 6.25E169 6.16E167 SGK2 4.565535864 2.226376399 6.08E166 5.94E164 NETO1 3.4498688 5.939850194 5.82E165 5.64E163 DSC1 6.168362826 1.988370549 2.50E164 2.40E162 ZNF812 7.143054966 1.698475922 5.47E164 5.21E162 TRPS1 3.427522908 4.846032464 1.60E162 1.51E160 SLFN13 5.511062374 2.070230007 2.93E162 2.75E160 PLA1A 5.430432632 2.138576533 6.16E162 5.74E160 CDH19 4.632735595 2.091005817 1.73E161 1.60E159 CRIP2 3.396554816 5.179338774 2.98E161 2.73E159 TMEFF2 5.105452797 2.294411942 4.07E160 3.70E158 ZNF91 3.436671234 5.00721576 6.67E160 6.01E158 DOCK8 5.234632635 2.175482917 1.85E158 1.66E156 ALDH1A1 7.380885449 1.592724717 2.12E158 1.89E156 ELL2 3.260713513 6.618473994 1.55E152 1.37E150 EPHA3 3.192759908 9.348458197 5.22E150 4.56E148 CDH26 4.41051879 2.495979034 2.05E149 1.78E147 TRHDE 4.381256615 1.953046302 3.94E149 3.39E147 PDE10A 4.92056566 2.087930567 6.18E148 5.29E146 SLC30A2 6.00706994 1.777309172 9.93E148 8.44E146 KLK2 3.164997943 8.105470005 6.12E147 5.16E145 UNC80 6.020674997 1.800238683 3.13E146 2.62E144 LOC100129434 3.894209344 3.007262804 4.37E145 3.64E143 LOC101929705 4.437501451 2.306217725 4.78E144 3.94E142 BEX1 3.539142258 3.293991285 8.98E143 7.36E141 PTGER3 4.942760334 1.378597776 5.40E142 4.39E140 CHST15 3.561893087 3.126537951 7.52E142 6.08E140 SUSD4 3.945360942 2.325580743 1.32E141 1.06E139 TMEM45B 3.391590991 4.19409036 1.41E141 1.12E139 ZNF728 5.563710883 1.747726106 1.44E141 1.14E139 MDK 3.186672884 5.049174535 1.34E140 1.05E138 KCTD12 3.454235324 3.339497715 8.21E140 6.42E138 ARHGEF25 3.389004251 3.598263561 2.52E139 1.96E137 LCN2 5.090131493 1.697417505 5.20E139 4.01E137 ACADL 3.13221605 5.123610113 2.58E138 1.98E136 OLFM2 4.595849966 1.511797817 4.03E138 3.07E136 RTN1 4.579735247 2.154632957 2.59E137 1.96E135 HMGN5 3.364899509 3.523189701 3.63E137 2.72E135 NR2F1-AS1 3.361537305 3.592992152 6.35E137 4.74E135 SLC6A20 4.178049925 1.861381025 6.78E137 5.03E135 TXNIP 3.047761698 6.732751452 9.05E137 6.67E135 SDC2 3.08244005 5.070159563 3.54E136 2.60E134 TNFRSF19 3.040308843 6.520713676 1.75E135 1.27E133 SLC15A2 4.052846759 2.368549805 4.90E135 3.54E133 EFCAB12 3.943077078 2.601875875 9.59E133 6.90E131 RNF128 3.939537307 2.030269582 1.32E132 9.44E131 NAP1L2 3.148165599 4.205042637 2.98E131 2.11E129 MYO1B 3.011513567 5.418375781 8.31E131 5.87E129 FAM105A 2.999039626 5.729588833 1.67E130 1.17E128 RAB3B 3.02756391 5.536761708 2.99E130 2.08E128 SNAI2 4.495882901 2.038419077 3.35E130 2.32E128 TM4SF1 2.999907951 5.527009547 9.74E130 6.72E128 CCDC85A 3.396641773 3.490674035 1.45E129 9.93E128 ZC3H12C 3.529051895 3.096154114 1.41E127 9.63E126 NAV2 4.564826557 1.973621801 1.66E126 1.12E124 MBOAT1 3.0622186 4.198933503 5.81E125 3.91E123 ISX 3.894369507 2.406115887 1.39E124 9.28E123 AZGP1 2.851090919 8.353908424 4.43E123 2.95E121 DPP10 3.620575558 2.238554475 5.37E123 3.55E121 AIDA 2.86230022 6.190379429 1.89E122 1.24E120 SAMD4A 3.018927938 4.150753542 4.14E122 2.71E120 MSX2 2.935107472 4.101563138 4.42E121 2.88E119 PRKACB 2.816044334 9.108836332 8.67E121 5.62E119 RUNX2 4.10154383 2.077981034 2.69E120 1.74E118 SLC4A4 3.457509283 2.865907977 1.96E119 1.25E117 GPRIN2 2.936658852 4.418627151 5.79E119 3.69E117 MSMB 3.798744308 2.260010911 1.42E118 9.00E117 ARHGAP20 3.58144563 2.101611244 3.71E118 2.34E116 ZBTB16 2.956585914 4.157354254 3.85E118 2.42E116 UNC5B 3.149565747 3.066131953 1.88E117 1.17E115 CTNNA2 4.322719723 1.739498118 7.41E117 4.59E115 IGF1R 3.101069155 3.890408964 3.01E116 1.86E114 HIST1H2BM 2.822318491 5.573836033 2.23E115 1.37E113 LGI2 2.845323209 4.121736267 5.92E115 3.61E113 DEPTOR 2.751538115 5.751137297 1.07E113 6.48E112 PTPN21 2.844774538 4.671996363 2.20E113 1.33E111 DLX1 3.380297393 2.841106703 2.48E113 1.49E111 RNF217 3.835444152 1.563473426 4.16E113 2.49E111 CHRDL1 3.173898116 2.710576396 2.40E112 1.43E110 TMEM173 4.124330636 1.74310642 5.61E111 3.32E109 DUSP5 3.363099946 2.131321923 1.01E110 5.96E109 LOX 3.880991917 1.901492625 6.41E110 3.75E108 TSPAN5 3.015080173 3.06888748 2.39E109 1.39E107 SNHG3 2.668667597 7.343040907 2.67E109 1.55E107 MACROD1 2.693205796 5.349741489 1.63E108 9.43E107 SYNE1 3.456661333 1.960003806 2.04E108 1.17E106 ADRB1 3.778684045 1.944732267 6.88E108 3.93E106 CYP39A1 3.35172677 2.386904086 4.57E107 2.60E105 GMPR 3.656622755 2.086992135 2.12E105 1.20E103 LRG1 3.796074845 1.974885988 5.91E105 3.33E103 TNS1 2.838650365 3.494617197 7.88E105 4.42E103 MAPRE2 2.829123283 3.557189356 1.58E104 8.81E103 C22ORF34 3.389284302 1.828891548 6.46E104 3.59E102 JAG1 2.652241908 5.010421897 3.78E103 2.09E101 EFNA3 2.601894661 5.620888853 8.04E103 4.42E101 JAKMIP1 2.670071724 4.035103979 1.07E102 5.87E101 C5ORF38 3.474626884 1.634850357 2.76E102 1.51E100 ELOVL5 2.552843646 9.466379371 8.63E102 4.69E100 UNC5A 3.792371157 1.82678097 1.20E101 6.50E100 MAST1 3.053410645 2.4505874 5.91E101 3.18E99 FCGRT 3.161267082 2.078451917 3.70E99 1.98E97 SIPA1L2 2.654419042 4.280158593 1.19E98 6.34E97 CNTNAP2 3.205185016 2.341403589 2.02E98 1.07E96 BCL2L14 3.655801193 1.784380353 2.90E98 1.53E96 ZNF256 3.220691922 2.39776348 4.15E98 2.18E96 CCNO 3.125747639 2.086509718 6.25E98 3.27E96 ATP1B1 2.497115561 8.34501681 9.11E98 4.75E96 NPPC 3.820954663 1.803113561 1.15E97 5.95E96 FOXD4 3.561860335 1.925893684 1.38E97 7.14E96 NKX3-1 2.502123267 7.750556922 1.70E97 8.76E96 NR3C2 2.802324868 3.617661178 3.85E97 1.97E95 GPR133 2.560022718 4.539046676 4.83E97 2.46E95 SGK223 3.075524384 2.689795666 5.26E97 2.67E95 TMPRSS2 2.472630011 7.997257326 1.04E95 5.24E94 GJB1 2.643886799 3.789579523 2.43E95 1.22E93 AMIGO2 3.187669717 1.849253385 2.69E95 1.35E93 PTP4A3 2.802580723 2.885732417 5.26E95 2.62E93 DPYSL4 3.115112713 2.421383428 1.14E94 5.66E93 SH3BGRL 2.5045915 5.012306749 1.48E94 7.32E93 MMD 2.517525583 4.858093231 2.27E94 1.12E92 NRXN3 3.580590928 1.77207053 1.98E93 9.70E92 LOC100130872 3.420422768 1.742862931 1.76E92 8.57E91 NAP1L3 3.29523675 1.50466782 2.04E92 9.92E91 EPHX1 2.391484999 8.854469437 1.16E90 5.63E89 NIPC2 2.373867934 9.122884678 1.74E89 8.37E88 PART1 2.973247823 2.402940935 1.99E89 9.54E88 NPTX2 2.417801091 4.97583533 5.58E89 2.67E87 ITGA1 3.181070249 1.914041291 6.57E89 3.13E87 INPP4B 2.54145262 3.791418006 8.96E89 4.25E87 AUTS2 2.834826488 2.234245062 1.91E87 9.04E86 WLS 2.372932073 5.019863818 3.85E86 1.81E84 SYTL2 2.346790146 5.83749823 6.76E86 3.17E84 MCTP2 2.339596687 6.539094791 1.04E85 4.85E84 SLC43A1 2.32654411 7.137810286 2.51E85 1.17E83 BEX5 2.635217401 2.863948306 3.72E85 1.72E83 CT45A10 2.850146218 2.097130487 6.71E85 3.10E83 LCP1 2.32231855 6.583895182 1.38E84 6.34E83 TRIM2 2.395255457 4.628674113 1.48E84 6.79E83 MED12L 2.49038413 3.439947999 5.26E84 2.40E82 GDF1 2.566585495 3.00101401 8.78E84 3.99E82 PGM1 2.321539031 5.311638769 1.76E83 7.96E82 NLRC5 2.519831703 3.186923879 6.08E83 2.74E81 DTX3 2.795742699 2.074700437 1.37E82 6.16E81 MICAL1 2.293855433 6.137975123 3.45E82 1.54E80 ARHGAP22 2.697340649 2.336505528 5.32E82 2.37E80 AGR2 2.875579308 2.330753156 8.14E82 3.62E80 RUNX1 3.011426709 2.219413344 1.04E81 4.58E80 GYG2 2.373938301 3.628184132 1.89E81 8.31E80 MAN1A1 2.378817805 3.645068865 2.09E81 9.16E80 DIO1 2.524899377 3.010548753 4.64E81 2.03E79 TRPV3 2.759344091 2.081043316 4.67E81 2.04E79 STOX2 2.576363499 2.677973224 6.74E81 2.93E79 CLSTN3 2.268879546 5.640136384 1.26E80 5.47E79 MYBPC1 2.58587835 2.993481509 3.01E80 1.30E78 KRT19 2.537641882 3.272772725 9.47E80 4.07E78 CDC14B 2.531326594 3.137658805 1.29E79 5.52E78 TMEM37 2.406741083 3.533343514 3.73E79 1.59E77 NAT8L 2.424739303 3.3251965 4.53E79 1.93E77 ANXA9 2.301250284 4.076998361 9.66E79 4.09E77 SH3PXD2A 2.506253625 3.312671511 9.82E79 4.14E77 ENTPD3 2.806508385 1.829631184 1.92E78 8.06E77 CERS1 2.395504524 3.437655018 3.28E78 1.37E76 PDE9A 2.35026776 4.053240103 3.27E78 1.37E76 KLK15 2.625730382 2.631912273 1.51E77 6.27E76 STARD4 2.264713962 4.423508924 3.23E77 1.34E75 NOTCH3 2.220489554 5.334964727 4.06E77 1.68E75 ANK2 2.504390337 2.639602646 1.86E76 7.65E75 CRISP3 2.55053158 2.683900206 2.02E76 8.27E75 PTRF 2.271215237 3.662195878 1.99E75 8.12E74 ACSL3 2.157914356 9.154882898 2.15E75 8.75E74 ENDOD1 2.1583515 8.534999408 2.70E75 1.10E73 CA12 2.179323802 5.566342205 6.58E75 2.66E73 RND3 2.238268581 4.397559715 1.40E74 5.65E73 GHR 2.153951016 6.454984557 3.14E74 1.26E72 LZTS3 2.351505219 3.237263468 3.73E74 1.49E72 SLC44A4 2.153078671 6.670094606 6.49E74 2.59E72 DUSP27 2.82770872 2.040708119 6.91E74 2.74E72 CXXC5 2.205873879 4.368433071 7.17E74 2.84E72 SYNGR1 2.245041679 3.682125416 8.11E74 3.20E72 SPG20 2.146613324 6.917107479 8.79E74 3.46E72 TMEM121 2.59801925 2.128525033 1.46E73 5.73E72 IRX2 2.572672835 2.154257782 2.35E73 9.20E72 MID1 2.353486065 3.055509886 3.46E73 1.35E71 ZNF737 2.280160868 3.611153685 4.98E73 1.93E71 GLIPR2 2.43576554 3.047257491 7.05E73 2.73E71 SAMD12 2.218334782 3.825421572 8.11E73 3.13E71 ZNF629 2.212391448 3.90705806 8.88E73 3.41E71 RIMS3 2.228171294 3.623909795 1.31E72 5.01E71 FZD7 2.333508871 3.108295271 2.82E72 1.08E70 MAGEA10 2.135509536 5.55411234 3.92E72 1.49E70 ITPR1 2.162458918 4.600687489 4.16E72 1.58E70 RAB36 2.698130722 2.259637514 6.29E72 2.38E70 ADAMTS1 2.107582382 7.598076639 9.16E72 3.45E70 GAS6 2.194846946 3.880089431 1.22E71 4.58E70 STK39 2.102752028 7.863010498 1.32E71 4.95E70 BMF 2.477674484 2.78642905 1.48E71 5.52E70 DSC2 2.160639104 4.879770945 7.62E71 2.84E69 IL27RA 2.439963728 2.391125748 9.52E71 3.53E69 PFN2 2.085282526 7.081366729 2.26E70 8.36E69 GNG7 2.340949881 2.840630794 2.76E70 1.02E68 ID1 2.098225003 5.68104117 4.89E70 1.80E68 ACSL4 2.64470627 1.888823824 1.23E68 4.52E67 ABLIM3 2.574442337 1.796919101 1.71E68 6.25E67 DPP10-AS1 2.391181897 2.399236876 4.63E68 1.68E66 CSRNP3 2.397203899 2.369082722 5.17E68 1.87E66 GSTA1 2.304935013 3.055381896 7.45E68 2.70E66 LINC00886 2.559871243 1.805051827 1.17E67 4.23E66 TMTC2 2.097747244 4.806627496 1.62E67 5.82E66 TTPA 2.25027439 3.071605776 2.54E67 9.11E66 PPAP2C 2.107376865 4.080909343 3.52E67 1.26E65 SEMA3F 2.059637644 5.210552897 3.93E67 1.40E65 FAM184A 2.243911873 3.022096869 6.34E67 2.25E65 SLC1A1 2.379659075 2.321199488 1.22E66 4.33E65 SLC41A2 2.091806611 4.206279401 1.41E66 4.98E65 ZNF702P 2.633135334 1.882240407 1.52E66 5.37E65 SMARCD3 2.040913883 5.55783772 1.87E66 6.55E65 NBPF1 2.069468359 5.165236683 2.55E66 8.94E65 ATP6AP1L 2.444731474 2.038839089 2.82E66 9.82E65 HOMER2 2.050449348 5.559761092 2.95E66 1.03E64 CLDN8 2.307155213 2.940282291 3.43E66 1.19E64 FYN 2.43041537 2.065759986 3.59E66 1.24E64 HMGN2P46 2.110316314 4.173155562 4.58E66 1.58E64 C11ORF70 2.333611951 2.464874625 3.76E65 1.29E63 TUBB6 2.046018964 4.604880287 4.16E65 1.43E63 AIM1 2.048888628 5.077377533 4.65E65 1.59E63 DLG2 2.38992494 2.382772657 4.74E65 1.62E63 TOX3 2.146144761 3.649284368 6.06E65 2.06E63 GPR161 2.309539559 2.820781047 9.09E65 3.08E63 PTPRM 2.069147771 4.336512126 1.47E64 4.95E63 DEGS1 1.982001248 7.835060646 2.37E64 7.99E63 FAM110B 2.073809267 4.393867988 3.84E64 1.29E62 OVGP1 2.106315701 3.587820663 7.57E64 2.54E62 C17ORF107 2.231899233 2.63177853 3.22E63 1.07E61 VAV3 2.242218786 2.61915326 3.89E63 1.30E61 NUDT11 2.151745354 3.144013619 4.79E63 1.59E61 TGFA 2.144595489 3.161070595 9.22E63 3.05E61 LRRC31 2.022242474 4.272761945 1.43E62 4.71E61 KANK1 2.095012394 3.703811502 1.69E62 5.56E61 MAOA 1.940481017 8.655707043 3.91E62 1.28E60 MESP1 2.005147634 4.727857442 6.46E62 2.12E60 FAS 2.009663581 4.15271048 1.64E61 5.36E60 CLYBL 2.101885837 3.327911397 2.34E61 7.62E60 PDGFRL 2.368426733 1.923557636 4.89E61 1.59E59 PRKD1 1.918083366 7.73014995 9.97E61 3.23E59 CERK 2.037084781 3.774108291 1.17E60 3.76E59 DHRS7 1.916014781 8.130288484 1.20E60 3.86E59 IFITM2 2.17592753 3.107759159 2.31E60 7.40E59 GALNT14 2.122625064 2.956792884 2.65E60 8.49E59 DYRK3 2.102508782 3.049924829 5.39E60 1.72E58 HES1 1.944315056 4.917303995 5.93E60 1.89E58 STEAP1 1.901835322 8.187652713 6.89E60 2.19E58 CSGALNACT1 2.15932157 2.972050938 1.10E59 3.47E58 RGS11 2.284688761 2.105818811 1.32E59 4.18E58 ZDHHC2 1.914772766 5.79814496 2.00E59 6.31E58 TRIM34 2.379249279 1.792516616 2.51E59 7.90E58 SLFN5 1.921288164 5.175083226 3.90E59 1.22E57 SPSB1 2.279734729 2.575568738 3.94E59 1.23E57 BOC 2.32537206 1.869913969 7.44E59 2.32E57 TRIM6-TRIM34 2.309859345 1.967739194 8.43E59 2.62E57 MAPK8IP2 1.976164063 4.295635988 8.98E59 2.79E57 TPPP 1.934662792 4.356085101 2.61E58 8.06E57 EAF2 1.971318544 3.620514839 4.52E58 1.39E56 ZNF625 2.443802386 1.869906223 7.98E58 2.45E56 TNFSF15 2.205350259 2.55660687 1.35E57 4.16E56 STXBP5-AS1 2.28258706 2.349164679 1.50E57 4.59E56 BBS10 1.866428853 6.527005698 2.78E57 8.49E56 CLU 1.872694077 5.698295195 4.95E57 1.51E55 ZMYND12 2.087625177 2.828968563 5.03E57 1.53E55 ID3 1.869759894 5.827636323 5.88E57 1.78E55 VWDE 2.197879192 2.199190081 5.89E57 1.78E55 PROS1 2.063496372 2.902665743 6.68E57 2.01E55 CCDC136 2.147539504 2.87906061 1.15E56 3.44E55 TMSB4X 2.165634469 2.369609956 2.93E56 8.78E55 KLF4 2.064883321 3.018670661 2.94E56 8.80E55 NLGN1 1.864582567 5.39341146 3.11E56 9.28E55 C1QTNF9B-AS1 2.392846197 1.937481055 3.35E56 9.97E55 RALGPS2 1.869239647 5.061074657 4.70E56 1.39E54 KIF5C 1.853217651 5.759657313 4.73E56 1.40E54 CNTN3 1.945763565 3.459945389 4.95E56 1.46E54 RAB27A 1.990436727 3.300895119 5.33E56 1.57E54 RGS2 2.119797506 2.624362645 7.38E56 2.17E54 CPT1C 2.046663192 2.856369305 1.06E55 3.12E54 ZNF814 1.946560055 3.928856796 1.35E55 3.94E54 PAM 1.892846465 4.108063403 2.57E55 7.50E54 EOMES 2.157105256 2.160031785 2.82E55 8.20E54 FKBP5 1.827487051 6.909174349 5.35E55 1.55E53 RANGRF 2.214618866 2.346491156 7.45E55 2.16E53 ASPH 1.803221644 10.37749889 1.44E54 4.16E53 B4GALNT1 1.869395012 4.290065659 1.77E54 5.08E53 LOC101927934 2.189415325 2.027457734 1.84E54 5.30E53 LEF1 2.007698079 2.889155725 2.55E54 7.31E53 BCL11B 2.348682058 1.874102671 2.59E54 7.41E53 NOS3 1.878005275 3.945043114 5.46E54 1.56E52 PPP2R2C 1.848051577 4.420542427 8.56E54 2.43E52 DNASE2B 2.069413977 2.845763588 1.88E53 5.34E52 TPBG 2.136067682 2.080527171 2.39E53 6.78E52 UAP1 1.783668937 8.553963646 2.53E53 7.15E52 HS6ST2 1.882952616 3.644073366 2.67E53 7.53E52 LTN1 1.805526643 5.498497545 4.17E53 1.17E51 RAB39B 2.166519265 1.944343522 4.63E53 1.30E51 GUCY1A3 1.791112034 6.647979736 5.42E53 1.52E51 SPECC1L-ADORA2A 1.792642346 6.635233403 5.62E53 1.57E51 SORL1 1.819471612 4.725480995 6.75E53 1.88E51 HLF 1.858704255 4.231025583 7.99E53 2.22E51 KRT80 2.08956367 2.180425953 8.95E53 2.48E51 DOCK3 1.957425077 3.064427831 9.80E53 2.71E51 CHSY1 1.810590408 5.266642917 1.94E52 5.36E51 CAB39L 1.777849376 6.562849551 2.47E52 6.80E51 PCAT1 1.934803817 3.279622644 3.13E52 8.60E51 STXBP5 1.775641802 6.168492956 9.06E52 2.48E50 LPPR1 1.97507189 2.704632979 1.18E51 3.22E50 C9ORF152 2.1192141 2.686061303 1.43E51 3.91E50 CLVS1 1.778187287 5.399991319 1.55E51 4.23E50 LTBP1 1.835610802 3.703765663 2.99E51 8.11E50 SERPINI1 2.123929129 1.973246657 3.31E51 8.97E50 GNAQ 2.134316348 2.259061934 5.13E51 1.39E49 SPECC1L 1.745221905 7.099881309 9.75E51 2.63E49 TENC1 1.774605902 5.341668227 1.06E50 2.84E49 PPFIA2 1.742650003 7.072852122 1.19E50 3.18E49 HIVEP3 2.021246628 2.234409299 1.62E50 4.34E49 LAMB1 1.784594735 4.801247477 1.82E50 4.85E49 GF11 2.132953963 1.795175945 2.00E50 5.32E49 LAPTM4B 1.735980302 6.720598364 2.67E50 7.10E49 CENPN 1.721930244 8.193489066 5.91E50 1.57E48 TRIP10 1.787340817 4.070897539 9.54E50 2.52E48 CLGN 1.71772438 7.21720101 1.99E49 5.24E48 ST8SIA4 1.984339273 2.416794335 2.35E49 6.19E48 UBA7 2.04774997 2.047725482 3.00E49 7.90E48 BACE2 2.002743849 2.255815813 3.18E49 8.33E48 ZBTB20 1.887389272 2.937625904 3.60E49 9.41E48 ADCY7 1.765706957 4.268810737 3.71E49 9.69E48 TMEM56 1.727178783 5.623467271 4.64E49 1.21E47 DNAJC6 1.934409069 2.566790464 7.00E49 1.82E47 CXADR 1.712875437 5.748261907 2.80E48 7.26E47 VIM 1.708222931 5.717850734 3.13E48 8.11E47 BVES 1.945495509 2.405439542 3.25E48 8.40E47 LIX1L 1.814454052 3.173324019 3.63E48 9.36E47 ADRB2 1.737009633 4.782584268 6.74E48 1.73E46 HERC3 1.70993689 5.427779547 1.43E47 3.68E46 ACPP 1.789737229 3.538681825 2.56E47 6.55E46 ZNF697 1.792917268 3.595184979 3.12E47 7.97E46 RHOU 1.668687182 7.232639295 7.67E47 1.96E45 GALNT3 1.680366617 5.663253204 1.00E46 2.55E45 PRKAA2 1.718607914 4.588409105 1.18E46 3.00E45 BCAP29 1.659419321 6.653825078 2.63E46 6.67E45 VWA5A 1.828068489 2.969464251 4.19E46 1.06E44 HFE 1.738909661 3.651671267 5.40E46 1.36E44 LOC100288152 1.840871139 2.839298882 5.72E46 1.44E44 LINC00472 1.977814503 2.056157128 6.31E46 1.58E44 FLJ23867 1.660208055 5.755386524 7.95E46 1.99E44 ANTXR1 1.695275664 4.330520935 8.92E46 2.23E44 GNG4 1.870544327 2.543954266 1.08E45 2.69E44 MROH6 1.86625102 2.770561856 1.20E45 2.99E44 MALT1 1.655199626 6.222774635 1.26E45 3.14E44 LHX4 2.025063244 1.752806961 1.48E45 3.68E44 SPATA18 1.732173911 3.524500216 1.96E45 4.85E44 FAM198A 1.803983226 2.990610756 2.14E45 5.27E44 TDRD9 1.952892539 1.997355927 2.80E45 6.91E44 SNORD116-21 1.89541612 2.697050348 3.09E45 7.59E44 ATF3 1.656557832 5.351652296 3.52E45 8.63E44 SORBS1 1.740286391 3.272759882 4.03E45 9.87E44 DSG2 1.628329961 7.557589188 7.12E45 1.74E43 MAPT 1.671411958 4.3899522 9.61E45 2.34E43 SLC22A17 1.670062582 4.355606318 1.62E44 3.94E43 EPAS1 1.963233061 1.855302653 1.81E44 4.38E43 SLC22A31 1.728003063 3.369206965 1.89E44 4.57E43 RAB6B 1.647562995 5.0575834 1.91E44 4.61E43 GALNS 1.696434462 3.730962456 2.09E44 5.05E43 BTG2 1.645917277 4.986572322 2.46E44 5.91E43 ITGB4 1.767923821 3.079210811 2.65E44 6.38E43 SLC30A4 1.614359834 7.923995788 2.73E44 6.55E43 SELENBP1 1.609751344 8.855317716 2.94E44 7.02E43 SLC16A2 1.827066605 2.487784781 1.09E43 2.61E42 GPR126 1.604180461 7.512666577 1.18E43 2.82E42 PTPRK 1.63926059 4.637131927 1.75E43 4.15E42 LTB4R 1.802118184 2.930108831 2.68E43 6.36E42 OSBPL8 1.591723547 7.880578742 3.47E43 8.23E42 IPO5P1 1.649542642 4.2909434 4.95E43 1.17E41 S100P 1.635147082 4.558206467 6.03E43 1.42E41 MAMDC4 1.641148365 4.458783516 6.79E43 1.60E41 SORD 1.582326442 8.695122996 7.85E43 1.84E41 ALDH2 1.596073057 5.978419638 8.78E43 2.06E41
[0070] Next, the aim was to target the unorthodox AR program in ENZ-resistant ARPC in a clinically relevant model. To this end, the therapeutic efficiency of the dual inhibition of BET and CBP/p300 signaling pathways in PDX models was evaluated. CRPC and ENZ-resistant PDX models were generated and maintained as reported previously (Kohli et al., PloS one, 10:e0145176 (2015)). The in vivo study confirmed that CRPC PDX still responded to ENZ treatment but the ENZ-resistant PDXs did not respond to treatment (
[0071] Next, the aim was to establish CRPC control and ENZ-resistant PDXs in castrated male mice and treated mice with vehicle, ENZ, CPI637, JQ1, or combination of CPI637 and JQ1. ENZ-resistant PDXs responded to CPI637 alone, JQ1 alone and combined CPI637 and JQ1 treatment, but not ENZ (
OTHER EMBODIMENTS
[0072] It is to be understood that while the invention has been described in conjunction with the detailed description thereof, the foregoing description is intended to illustrate and not limit the scope of the invention, which is defined by the scope of the appended claims. Other aspects, advantages, and modifications are within the scope of the following claims.