Methods of disease activity profiling for personalized therapy management
View Patent ↗The present invention provides methods for personalized therapeutic management of a disease in order to optimize therapy and/or monitor therapeutic efficacy. In particular, the present invention comprises measuring an array of one or a plurality of biomarkers at a plurality of time points over the course of therapy with a therapeutic agent to determine a mucosal healing index for selecting therapy, optimizing therapy, reducing toxicity, and/or monitoring the efficacy of therapeutic treatment. In certain instances, the therapeutic agent is a TNFα inhibitor for the treatment of a TNFα-mediated disease or disorder.
1. A method for monitoring therapeutic efficiency in an individual receiving therapy having inflammatory bowel disease (IBD), wherein the IBD comprises Crohn's disease, the method comprising:
(a) measuring the levels of an array of mucosal healing markers in a sample from the individual at a plurality of time points over the course of therapy;
(b) applying a statistical algorithm to the level of the one or more markers determined in step (a) to generate a mucosal healing index;
(c) comparing the individual's mucosal healing index to that of a control, wherein the control is an endoscopic score;
(d) determining whether the therapy is appropriate for the individual to promote mucosal healing; and
(e) administering an appropriate therapy.
2. The method of claim 1 , wherein the mucosal healing marker is a member selected from the group consisting of AREG, EREG, HB-EGF, HGF, NRG1, NRG2, NRG3, NRG4, BTC, EGF, IGF, TGF-α, VEGF-A, VEGF-B, VEGF-C, VEGF-D, FGF1, FGF2, FGF7, FGF9, TWEAK and combinations thereof.
3. The method of claim 1 , wherein the markers are measured in a sample selected from the group consisting of serum, plasma, whole blood, stool, peripheral blood mononuclear cells (PBMC), polymorphonuclear (PMN) cells, and a tissue biopsy.
4. The method of claim 1 , wherein the appropriate therapy is selected from the group consisting of TNFα inhibitor therapy, an immunosuppressive agent, a corticosteroid, a drug that targets a different mechanism, nutrition therapy, and combinations thereof.
5. The method of claim 4 , wherein the TNFα inhibitor therapy comprises an anti-TNFα antibody.
6. The method of claim 5 , wherein the anti-TNFα antibody is a member selected from the group consisting of REMICADE™ (infliximab), ENBREL™ (etanercept), HUMIRA™ (adalimumab), CIMZIA® (certolizumab pegol), and combinations thereof.
7. The method of claim 4 , wherein the immunosuppressive agent is a member selected from the group consisting of azathioprine, 6-mercaptopurine, methotrexate, and combinations thereof.
8. The method of claim 4 , wherein the drug that targets a different mechanism is a member selected from the group consisting of an IL-6 receptor inhibiting antibody, an anti-integrin molecule, a JAK-2 inhibitor, a tyrosine kinase inhibitor, and combinations thereof.
9. The method of claim 4 , wherein the nutrition therapy comprises a special carbohydrate diet.
10. The method of claim 1 , wherein the array of mucosal healing markers further comprises at least one member selected from the group consisting of an anti-TNFα antibody, an anti-drug antibody (ADA), an inflammatory marker, an anti-inflammatory marker, a mucosal healing marker, and combinations thereof.
11. The method of claim 10 , wherein the anti-TNFα antibody is a member selected from the group consisting of REMICADE™ (infliximab), ENBREL™ (etanercept), HUMIRA™ (adalimumab), CIMZIA® (certolizumab pegol), and combinations thereof.
12. The method of claim 10 , wherein the anti-drug antibody (ADA) is a member selected from the group consisting of a human anti-chimeric antibody (HACA), a human anti-humanized antibody (HAHA), a human anti-mouse antibody (HAMA), and combinations thereof.
13. The method of claim 10 , wherein the mucosal healing marker is a member selected from the group consisting of AREG, EREG, HB-EGF, HGF, NRG1, NRG2, NRG3, NRG4, BTC, EGF, IGF, TGF-α, VEGF-A, VEGF-B, VEGF-C, VEGF-D, FGF1, FGF2, FGF7, FGF9, TWEAK and combinations thereof.
14. The method of claim 10 , wherein the inflammatory marker is a member selected from the group consisting of GM-CSF, IFN-γ, IL-1β, IL-2, IL-6, IL-8, TNF-α, sTNF RII, and combinations thereof.
15. The method of claim 10 , wherein the anti-inflammatory marker is a member selected from the group consisting of IL-12p70, IL-10, and combinations thereof.
16. The method of claim 1 , wherein: (i) the marker is a cytokine selected from the group consisting of GM-CSF, IFN-γ, IL-1β, IL-2, IL-6, IL-8, TNF-α, soluble tumor necrosis factor-α receptor II (sTNF RII), TNF-related weak inducer of apoptosis (TWEAK), osteoprotegerin (OPG), IFN-α, IFN-β, IL-1α, IL-1 receptor antagonist (IL-1ra), IL-4, IL-5, soluble IL-6 receptor (sIL-6R), IL-7, IL-9, IL-12, IL-13, IL-15, IL-17, IL-23, and IL-27; or
(ii) the marker is selected from the group consisting of MMP-1, MMP-2, MMP-3, MMP-7, MMP-8, MMP-9, MMP-12, MMP-13, MT1-MMP-1, and combinations thereof; or
(iii) the marker is selected from the group consisting of C-reactive protein (CRP), D-dimer protein, mannose-binding protein, alpha 1-antitrypsin, alpha 1-antichymotrypsin, alpha 2-macroglobulin, fibrinogen, prothrombin, factor VIII, von Willebrand factor, plasminogen, complement factors, ferritin, serum amyloid P component, serum amyloid A (SAA), orosomucoid (alpha 1-acid glycoprotein (AGP)), ceruloplasmin, haptoglobin, and combinations thereof; or
(iv) the marker is selected from the group consisting of TGF-α, TGF-β, TGF-β2, and TGF-β3; or
(v) the marker selected from the group consisting of AREG, EREG, HB-EGF, HGF, HRG, NRG1, NRG2, NRG3, NRG4, BTC, EGF, IGF-1, TGF, VEGF-A, VEGF-B, VEGF-C, VEGF-D, FGF1, FGF2, FGF7, FGF9, and TWEAK; or
(vi) the marker selected from the group consisting of IL-10, SCF, ICAM, VCAM, IL-12p40, and VEGFA.
17. The method of claim 1 , wherein the array of markers are members selected from the group consisting of C-reactive protein (CRP), IL 7, MMP 1, MMP 2, MMP 3, MMP 9, serum amyloid A (SAA), TGFα, VCAM and a combination thereof.
18. A method for reducing or minimizing the risk of surgery in an individual being administered a therapy regimen diagnosed with Crohn's disease, said method comprising:
(a) measuring an array of mucosal healing markers at a plurality of time points over the course of therapy with a therapeutic antibody;
(b) generating the individual's mucosal healing index comprising a representation of the presence and/or concentration levels of each of the markers over time;
(c) comparing the individual's mucosal healing index to that of a control, wherein the control is an endoscopic score;
(d) selecting an appropriate therapy regimen to reduce or minimize the risk of surgery; and
(e) administering an appropriate therapy regimen.
19. The method of claim 18 , wherein: (i) the marker is a cytokine selected from the group consisting of GM-CSF, IFN-γ, IL-1β, IL-2, IL-6, IL-8, TNF-α, soluble tumor necrosis factor-α receptor II (sTNF RII), TNF-related weak inducer of apoptosis (TWEAK), osteoprotegerin (OPG), IFN-α, IFN-β, IL-1α, IL-1 receptor antagonist (IL-1ra), IL-4, IL-5, soluble IL-6 receptor (sIL-6R), IL-7, IL-9, IL-12, IL-13, IL-15, IL-17, IL-23, and IL-27; or
(ii) the marker is selected from the group consisting of MMP-1, MMP-2, MMP-3, MMP-7, MMP-8, MMP-9, MMP-12, MMP-13, MT1-MMP-1, and combinations thereof; or
(iii) the marker is selected from the group consisting of C-reactive protein (CRP), D-dimer protein, mannose-binding protein, alpha 1-antitrypsin, alpha 1-antichymotrypsin, alpha 2-macroglobulin, fibrinogen, prothrombin, factor VIII, von Willebrand factor, plasminogen, complement factors, ferritin, serum amyloid P component, serum amyloid A (SAA), orosomucoid (alpha 1-acid glycoprotein (AGP)), ceruloplasmin, haptoglobin, and combinations thereof; or
(iv) the marker is selected from the group consisting of TGF-α, TGF-β, TGF-β2, and TGF-β3; or
(v) the marker selected from the group consisting of AREG, EREG, HB-EGF, HGF, HRG, NRG1, NRG2, NRG3, NRG4, BTC, EGF, IGF-1, TGF, VEGF-A, VEGF-B, VEGF-C, VEGF-D, FGF1, FGF2, FGF7, FGF9, and TWEAK; or
(vi) the marker selected from the group consisting of IL-10, SCF, ICAM, VCAM, IL-12p40, and VEGFA.
20. The method of claim 18 , wherein the array of markers are members selected from the group consisting of C-reactive protein (CRP), IL 7, MMP 1, MMP 2, MMP 3, MMP 9, serum amyloid A (SAA), TGFα, VCAM and a combination thereof.
21. The method of claim 18 , wherein the appropriate therapy regimen is selected from the group consisting of TNFα inhibitor therapy, an immunosuppressive agent, a corticosteroid, a drug that targets a different mechanism, nutrition therapy, and combinations thereof.