Methods of treating refractory inflammatory disease using transcriptomic and genetic risk signatures
Disclosed herein are methods, kits and compositions for treating an inflammatory disease. These methods. kits and compositions may be particularly useful for subjects carrying a risk genotype and/or expressing a transcriptomic risk signature that is indicative of severe inflammatory disease phenotypes for which existing treatment options are limited.
1. A method of treating an inflammatory bowel disease, the method comprising:
a) identifying a presence of a risk genotype predictive of inflammatory bowel disease (IBD) in a subject by assaying a sample obtained from the subject to detect the presence of the risk genotype, the risk genotype comprising a single nucleotide polymorphism (SNP) selected from the group consisting of an “A” at rs7958372, a “C” at rs2877453, an “A” at rs71327010, a “C” at rs1169302, a “G” at rs1169303, an “A” at rs6519183, a “C” at rs685548, an “A” at rs11998187, an “A” at rs531819, a “G” at rs1041968, a “G” at rs693, an “A” at rs512535, a “G” at rs550619, an “A” at rs570877, a “G” at rs12713956, an “A” at rs2301723, an “A” at rs2499714, an “A” at rs6583176, an “A” at rs369880, a “G” at rs57884093, an “A” at rs989690, an “A” at rs7704116, an “A” at rs12984273, a “G” at rs16891235, a “C” at rs7296651, an “A” at is rs516535, an “A” at rs9276427, an “A” at rs296564, an “A” at rs296569, an “A” at rs296568, a “G” at rs296567, a “G” at rs296561, a “G” at rs72749142, an “A” at rs9291547, an “A” at rs10761532, an “A” at rs10821813, a “C” at rs1561852, an “A” at rs10994464, a “G” at rs993402, an “A” at rs10994467, an “A” at rs10821822, a “G” at rs1837949, a “C” at rs35597961, a “G” at rs10821830, an “A” at rs975262, an “A” at rs973067, a “G” at rs10509139, an “A” at rs1442539, an “A” at rs2197155, a “G” at rs7919914, a “G” at rs10994476, an “A” at rs35471473, a “G” at rs12785023, a “G” at rs12783716, a “G” at rs10821821, a “G” at rs10994441, a “C” at rs10994442, a “T” at rs10821814, an “A” at rs10994465, a “T” at rs12218617, a “C” at rs10509138, an “A” at rs61854518, a “G” at rs10821699, a “G” at rs7919274, an “A” at rs 10761552, a “G” at rs17037425, an “A” at rs2893861, a “C” at rs1993939, a “G” at rs10821833, a “G” at rs1904418, a “G” rs16915196, an “A” at rs61853514, an “A” at rs10994430, an “A” at rs16915231, a “G” at rs2028564, a “G” at rs13196552, an “A” at rs17587597, an “A” at rs17587226, an “A” at rs2276917, an “A” at rs10013653, an “A” at rs11582799, an “A” at rs111692854, and an “A” at rs72632053; and
b) administering to the subject a therapeutically effective amount of a therapeutic agent, the therapeutic agent comprising at least one of an inhibitor of phosphodiesterase 4C (PDE4C) activity or expression and an inhibitor or agonist of adenylate cyclase 7 (ADCY7), provided the risk genotype is present in (a).
2. The method of claim 1 , wherein the IBD is Crohn's disease (CD).
3. The method of claim 2 , wherein the CD is ileal CD.
4. The method of claim 2 , wherein the subject is, or is suspected to be, non-responsive to a standard therapy selected from the group consisting of anti-tumor necrosis factor (TNF) alpha therapy, anti-a4-b7 therapy, anti-IL12p40 therapy, Thalidomide, Cytoxan, and a combination thereof.
5. The method of claim 1 , wherein the risk genotype comprises at least two SNPs selected from the group consisting of the “A” at rs7958372, the “C” at rs2877453, the “A” at rs71327010, the “C” at rs1169302, the “G” at rs1169303, the “A” at rs6519183, the “C” at rs685548, the “A” at rs11998187, the “A” at rs531819, the “G” at rs1041968, the “G” at rs693, the “A” at rs512535, the “G” at rs550619, the “A” at rs570877, the “G” at rs12713956, the “A” at rs2301723, the “A” at rs2499714, the “A” at rs6583176, the “A” at rs369880, the “G” at rs57884093, the “A” at rs989690, the “A” at rs7704116, the “A” at rs12984273, the “G” at rs16891235, the “C” at rs7296651, the “A” at is rs516535, the “A” at rs9276427, the “A” at rs296564, the “A” at rs296569, the “A” at rs296568, the “G” at rs296567, the “G” at rs296561, the “G” at rs72749142, the “A” at rs9291547, the “A” at rs10761532, the “A” at rs10821813, the “C” at rs1561852, the “A” at rs10994464, the “G” at rs993402, the “A” at rs10994467, the “A” at rs10821822, the “G” at rs1837949, the “C” at rs35597961, the “G” at rs10821830, the “A” at rs975262, the “A” at rs973067, the “G” at rs10509139, the “A” at rs1442539, the “A” at rs2197155, the “G” at rs7919914, the “G” at rs10994476, the “A” at rs35471473, the “G” at rs12785023, the “G” at rs12783716, the “G” at rs10821821, the “G” at rs10994441, the “C” at rs10994442, the “T” at rs10821814, the “A” at rs10994465, the “T” at rs12218617, the “C” at rs10509138, the “A” at rs61854518, the “G” at rs10821699, the “G” at rs7919274, the “A” at rs10761552, the “G” at rs17037425, the “A” at rs2893861, the “C” at rs1993939, the “G” at rs10821833, the “G” at rs1904418, the “G” rs16915196, the “A” at rs61853514, the “A” at rs10994430, the “A” at rs16915231, the “G” at rs2028564, the “G” at rs13196552, the “A” at rs17587597, the “A” at rs17587226, the “A” at rs2276917, the “A” at rs10013653, the “A” at rs11582799, the “A” at rs111692854, and the “A” at rs72632053.
6. The method of claim 1 , further comprising assaying the sample obtained from the subject to detect a transcriptomic risk signature, the transcriptomic risk signature comprising:
a) a high level of expression of at least one of X-C motif chemokine receptor 1 (XCR1), HNF 1 homeobox A (HNF1A), metabotropic receptor 4 (GRM4), cholinergic receptor muscarinic 3 (CHRM3), phosphodiesterase 4C (PDE4C), protein kinase C alpha (PRKCA), phosphatidylinositol-4-phosphate 5-kinase type 1 gamma (PIP5K1C), histone cluster 1 H1 family member A (HIST1H1A), and kinesin family member 21B (KIF21B), as compared to a reference level; and
b) a low level of expression of at least one of ribosomal protein L3 (RPL3), protein tyrosine phosphatase, non-receptor type 11 (PTPN11), ribosomal protein L30(RPL30), DLC1 Rho GTPase activating protein (DLC1), apolipoprotein B (APOB), ribosomal protein L6 (RPL6), p21 (RAC1) activated kinase 2 (PAK2), ribosomal protein L18 (RPL18), protein phosphatase 2 catalytic subunit alpha (PPP2CA), Aldehyde Dehydrogenase 2 Family Member (ALDH2), bromodomain containing 2 (BRD2), major histocompatibility complex, class II, DQ alpha 2(HLA-DQA2), Protocadherin 7 (PCDH7), Ankyrin 3 (ANK3), Tripartite Motif Containing 38 (TRIM38), and Cytochrome P450 Family 4 Subfamily V Member 2 (CYP4V2), Vesicle Associated Membrane Protein 3 (VAMP3), as compared to a reference level.
7. The method of claim 6 , wherein the reference level is a level of expression in a non-diseased individual.
8. The method of claim 1 , wherein the presence of the risk genotype is indicative of:
a) a high level of expression of at least one of XCR1, HNF1A, GRM4, CHRM3, PDE4C, PRKCA, PIP5K1C, HIST1H1A, and KIF21B, as compared to a reference level; and
b) a low level of expression of at least one of RPL3, PTPN11, RPL30, DLC1, APOB, RPL6, PAK2, RPL18, PPP2CA, ALDH2, BRD2, HLA-DQA2, PCDH7, ANK3, TRIM38, CYP4V2, and VAMP3, as compared to a reference level.
9. The method of claim 1 , wherein the therapeutic agent comprises the inhibitor of phosphodiesterase 4C (PDE4C) activity or expression.
10. The method of claim 1 , wherein the therapeutic agent comprises the inhibitor or agonist of adenylate cyclase 7 (ADCY7).