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Published in: Arthritis Research & Therapy 5/2012

Open Access 01-10-2012 | Research article

Correlation of C-reactive protein haplotypes with serum C-reactive protein level and response to anti-tumor necrosis factor therapy in UK rheumatoid arthritis patients: results from the Biologics in Rheumatoid Arthritis Genetics and Genomics Study Syndicate cohort

Authors: Darren Plant, Ibrahim Ibrahim, Mark Lunt, Stephen Eyre, Edward Flynn, Kimme L Hyrich, Ann W Morgan, Anthony G Wilson, John D Isaacs, Anne Barton, BRAGGGSS

Published in: Arthritis Research & Therapy | Issue 5/2012

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Abstract

Introduction

In many European countries, restrictions exist around the prescription of anti-tumor necrosis factor (anti-TNF) treatments for rheumatoid arthritis (RA). Eligibility and response to treatment is assessed by using the disease activity score 28 (DAS28) algorithm, which incorporates one of two inflammatory markers, erythrocyte sedimentation rate (ESR) or C-reactive protein (CRP). Although DAS28-CRP provides a more reliable measure of disease activity, functional variants exist within the CRP gene that affect basal CRP production.
Therefore, we aimed to determine the relation between functional genetic variants at the CRP gene locus and levels of serum CRP in RA patients, and whether these variants, alone or in combination, are correlated with DAS28-CRP and change in DAS28-CRP after anti-TNF treatment.

Methods

DNA samples from the Biologics in Rheumatoid Arthritis Genetics and Genomics Study Syndicate (BRAGGSS) were genotyped for rs1205, rs1800947, and rs3091244 by using either TaqMan or the Sequenom MassARRAY iPLEX system.
Estimated haplotypes were constructed for each sample by using the expectation maximization algorithm implemented in the haplo.stats package within the R statistical program.
CRP values were log transformed, and the association between single nucleotide polymorphisms (SNPs), haplotypes of SNPs and baseline CRP, baseline DAS28-CRP, and change in DAS28-CRP were evaluated by using linear regression in STATA v.10.

Results

Baseline CRP measurements were available for 599 samples with 442 also having data 6 months after treatment with an anti-TNF. For these 442 samples, the study had > 80% power to detect a clinically meaningful difference of 0.6 DAS28 Units for an allele frequency of 5%. Estimated haplotype frequencies corresponded with previous frequencies reported in the literature. Overall, no significant association was observed between any of the markers investigated and baseline CRP levels. Further, CRP haplotypes did not correlate with baseline CRP (P = 0.593), baseline DAS28-CRP (P = 0.540), or change in DAS28-CRP after treatment with an anti-TNF over a 6-month period (P = 0.302).

Conclusions

Although CRP genotype may influence baseline CRP levels, in patients with very active disease, no such association was found. This suggests that genetic variation at the CRP locus does not influence DAS28-CRP, which may continue to be used in determining eligibility for and response to anti-TNF treatment, without adjusting for CRP genotype.
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Literature
1.
go back to reference Scott DL, Wolfe F, Huizinga TW: Rheumatoid arthritis. Lancet. 2010, 376: 1094-1108. 10.1016/S0140-6736(10)60826-4.CrossRefPubMed Scott DL, Wolfe F, Huizinga TW: Rheumatoid arthritis. Lancet. 2010, 376: 1094-1108. 10.1016/S0140-6736(10)60826-4.CrossRefPubMed
2.
go back to reference Firestein GS: Evolving concepts of rheumatoid arthritis. Nature. 2003, 423: 356-361. 10.1038/nature01661.CrossRefPubMed Firestein GS: Evolving concepts of rheumatoid arthritis. Nature. 2003, 423: 356-361. 10.1038/nature01661.CrossRefPubMed
3.
go back to reference Feldmann M, Maini RN: Anti-TNFalpha therapy of rheumatoid arthritis: what have we learned?. Annu Rev Immunol. 2001, 19: 163-196. 10.1146/annurev.immunol.19.1.163.CrossRefPubMed Feldmann M, Maini RN: Anti-TNFalpha therapy of rheumatoid arthritis: what have we learned?. Annu Rev Immunol. 2001, 19: 163-196. 10.1146/annurev.immunol.19.1.163.CrossRefPubMed
4.
go back to reference Taylor PC, Feldmann M: Anti-TNF biologic agents: still the therapy of choice for rheumatoid arthritis. Nat Rev Rheumatol. 2009, 5: 578-582. 10.1038/nrrheum.2009.181.CrossRefPubMed Taylor PC, Feldmann M: Anti-TNF biologic agents: still the therapy of choice for rheumatoid arthritis. Nat Rev Rheumatol. 2009, 5: 578-582. 10.1038/nrrheum.2009.181.CrossRefPubMed
6.
go back to reference Prevoo M, Van 'T Hof M, Kuper H, Van Leeuwen M, Van de Putte L, Van Riel P: Modified disease activity scores that include twenty-eight-joint counts: development and validation in a prospective longitudinal study of patients with rheumatoid arthritis. Arthritis Rheum. 1995, 38: 44-48. 10.1002/art.1780380107.CrossRefPubMed Prevoo M, Van 'T Hof M, Kuper H, Van Leeuwen M, Van de Putte L, Van Riel P: Modified disease activity scores that include twenty-eight-joint counts: development and validation in a prospective longitudinal study of patients with rheumatoid arthritis. Arthritis Rheum. 1995, 38: 44-48. 10.1002/art.1780380107.CrossRefPubMed
8.
go back to reference Kushner I: C-reactive protein in rheumatology. Arthritis Rheum. 1991, 35: 982-984. Kushner I: C-reactive protein in rheumatology. Arthritis Rheum. 1991, 35: 982-984.
9.
go back to reference Wolfe F: Comparative usefulness of C-reactive protein and erythrocyte sedimentation rate in patients with rheumatoid arthritis. J Rheumatol. 1997, 24: 1477-1485.PubMed Wolfe F: Comparative usefulness of C-reactive protein and erythrocyte sedimentation rate in patients with rheumatoid arthritis. J Rheumatol. 1997, 24: 1477-1485.PubMed
10.
go back to reference D'Aiuto F, Casas JP, Shah T, Humphries SE, Hingorani AD, Tonetti MS: C-reactive protein (+1444C > T) polymorphism influences CRP response following a moderate inflammatory stimulus. Atherosclerosis. 2005, 179: 413-417. 10.1016/j.atherosclerosis.2004.10.036.CrossRefPubMed D'Aiuto F, Casas JP, Shah T, Humphries SE, Hingorani AD, Tonetti MS: C-reactive protein (+1444C > T) polymorphism influences CRP response following a moderate inflammatory stimulus. Atherosclerosis. 2005, 179: 413-417. 10.1016/j.atherosclerosis.2004.10.036.CrossRefPubMed
11.
go back to reference Motoyama S, Miura M, Hinai Y, Maruyama K, Usami S, Nakatsu T, Saito H, Minamiya Y, Suzuki T, Ogawa J: C-reactive protein 1059 g > c genetic polymorphism influences serum C-reactive protein levels after esophagectomy in patients with thoracic esophageal cancer. J Am Coll Surg. 2009, 209: 477-483. 10.1016/j.jamcollsurg.2009.06.365.CrossRefPubMed Motoyama S, Miura M, Hinai Y, Maruyama K, Usami S, Nakatsu T, Saito H, Minamiya Y, Suzuki T, Ogawa J: C-reactive protein 1059 g > c genetic polymorphism influences serum C-reactive protein levels after esophagectomy in patients with thoracic esophageal cancer. J Am Coll Surg. 2009, 209: 477-483. 10.1016/j.jamcollsurg.2009.06.365.CrossRefPubMed
12.
go back to reference Perry T, Muehlschlegel J, Liu KY, Fox A, Collard C, Body S, Shernan S, the CABG Genomics Investigators: C-Reactive protein gene variants are associated with postoperative C-reactive protein levels after coronary artery bypass surgery. BMC Med Genet. 2009, 10: 38-PubMedCentralCrossRefPubMed Perry T, Muehlschlegel J, Liu KY, Fox A, Collard C, Body S, Shernan S, the CABG Genomics Investigators: C-Reactive protein gene variants are associated with postoperative C-reactive protein levels after coronary artery bypass surgery. BMC Med Genet. 2009, 10: 38-PubMedCentralCrossRefPubMed
13.
go back to reference Suk HJ, Ridker PM, Cook NR, Zee RYL: Relation of polymorphism within the C-reactive protein gene and plasma CRP levels. Atherosclerosis. 2005, 178: 139-145. 10.1016/j.atherosclerosis.2004.07.033.CrossRefPubMed Suk HJ, Ridker PM, Cook NR, Zee RYL: Relation of polymorphism within the C-reactive protein gene and plasma CRP levels. Atherosclerosis. 2005, 178: 139-145. 10.1016/j.atherosclerosis.2004.07.033.CrossRefPubMed
14.
go back to reference Brull DJ, Serrano N, Zito F, Jones L, Montgomery HE, Rumley A, Sharma P, Lowe GDO, World MJ, Humphries SE, Hingorani AD: Human CRP gene polymorphism influences CRP levels. Arterioscler Thromb Vasc Biol. 2003, 23: 2063-2069. 10.1161/01.ATV.0000084640.21712.9C.CrossRefPubMed Brull DJ, Serrano N, Zito F, Jones L, Montgomery HE, Rumley A, Sharma P, Lowe GDO, World MJ, Humphries SE, Hingorani AD: Human CRP gene polymorphism influences CRP levels. Arterioscler Thromb Vasc Biol. 2003, 23: 2063-2069. 10.1161/01.ATV.0000084640.21712.9C.CrossRefPubMed
15.
go back to reference Rhodes B, Furnrohr BG, Vyse TJ: C-reactive protein in rheumatology: biology and genetics. Nat Rev Rheumatol. 2011, 7: 282-289. 10.1038/nrrheum.2011.37.CrossRefPubMed Rhodes B, Furnrohr BG, Vyse TJ: C-reactive protein in rheumatology: biology and genetics. Nat Rev Rheumatol. 2011, 7: 282-289. 10.1038/nrrheum.2011.37.CrossRefPubMed
16.
go back to reference Rhodes B, Merriman ME, Harrison A, Nissen MJ, Smith M, Stamp L, Steer S, Merriman TR, Vyse TJ: A genetic association study of serum acute-phase C-reactive protein levels in rheumatoid arthritis: implications for clinical interpretation. PLoS Med. 2010, 7: e1000341-10.1371/journal.pmed.1000341.PubMedCentralCrossRefPubMed Rhodes B, Merriman ME, Harrison A, Nissen MJ, Smith M, Stamp L, Steer S, Merriman TR, Vyse TJ: A genetic association study of serum acute-phase C-reactive protein levels in rheumatoid arthritis: implications for clinical interpretation. PLoS Med. 2010, 7: e1000341-10.1371/journal.pmed.1000341.PubMedCentralCrossRefPubMed
17.
go back to reference Hyrich KL, Watson KD, Isenberg DA, Symmons DPM: The British Society for Rheumatology Biologics Register: 6 years on. Rheumatology. 2008, 47: 1441-1443. 10.1093/rheumatology/ken242.CrossRefPubMed Hyrich KL, Watson KD, Isenberg DA, Symmons DPM: The British Society for Rheumatology Biologics Register: 6 years on. Rheumatology. 2008, 47: 1441-1443. 10.1093/rheumatology/ken242.CrossRefPubMed
18.
go back to reference Potter C, Hyrich KL, Tracey A, Lunt M, Plant D, Symmons DPM, Thomson W, Worthington J, Emery P, Morgan AW, Wilson AG, Isaacs J, Barton A, BRAGGSS: Association of rheumatoid factor and anti-cyclic citrullinated peptide positivity, but not carriage of shared epitope or PTPN22 susceptibility variants, with anti-tumour necrosis factor response in rheumatoid arthritis. Ann Rheum Dis. 2009, 68: 69-74.PubMedCentralCrossRefPubMed Potter C, Hyrich KL, Tracey A, Lunt M, Plant D, Symmons DPM, Thomson W, Worthington J, Emery P, Morgan AW, Wilson AG, Isaacs J, Barton A, BRAGGSS: Association of rheumatoid factor and anti-cyclic citrullinated peptide positivity, but not carriage of shared epitope or PTPN22 susceptibility variants, with anti-tumour necrosis factor response in rheumatoid arthritis. Ann Rheum Dis. 2009, 68: 69-74.PubMedCentralCrossRefPubMed
20.
go back to reference Potter C, Cordell HJ, Barton A, Daly AK, Hyrich KL, Mann DA, Morgan AW, Wilson AG, the Biologics in Rheumatoid Arthritis Genetics and Genomics Study Syndicate (BRAGGSS), Isaacs JD: Association between anti-tumour necrosis factor treatment response and genetic variants within the TLR and NFκB signalling pathways. Ann Rheum Dis. 2010, 69: 1315-1320. 10.1136/ard.2009.117309.CrossRefPubMed Potter C, Cordell HJ, Barton A, Daly AK, Hyrich KL, Mann DA, Morgan AW, Wilson AG, the Biologics in Rheumatoid Arthritis Genetics and Genomics Study Syndicate (BRAGGSS), Isaacs JD: Association between anti-tumour necrosis factor treatment response and genetic variants within the TLR and NFκB signalling pathways. Ann Rheum Dis. 2010, 69: 1315-1320. 10.1136/ard.2009.117309.CrossRefPubMed
21.
go back to reference Tan RJL, Gibbons LJ, Potter C, Hyrich KL, Morgan AW, Wilson AG, Isaacs JD, Barton A: Investigation of rheumatoid arthritis susceptibility genes identifies association of AFF3 and CD226 variants with response to anti-tumour necrosis factor treatment. Ann Rheum Dis. 2010, 69: 1029-1035. 10.1136/ard.2009.118406.PubMedCentralCrossRefPubMed Tan RJL, Gibbons LJ, Potter C, Hyrich KL, Morgan AW, Wilson AG, Isaacs JD, Barton A: Investigation of rheumatoid arthritis susceptibility genes identifies association of AFF3 and CD226 variants with response to anti-tumour necrosis factor treatment. Ann Rheum Dis. 2010, 69: 1029-1035. 10.1136/ard.2009.118406.PubMedCentralCrossRefPubMed
23.
go back to reference Morita A, Nakayama T, Doba N, Hinohara S, Mizutani T, Soma M: Genotyping of triallelic SNPs using TaqMan® PCR. Mol Cell Probes. 2007, 21: 171-176. 10.1016/j.mcp.2006.10.005.CrossRefPubMed Morita A, Nakayama T, Doba N, Hinohara S, Mizutani T, Soma M: Genotyping of triallelic SNPs using TaqMan® PCR. Mol Cell Probes. 2007, 21: 171-176. 10.1016/j.mcp.2006.10.005.CrossRefPubMed
28.
go back to reference Suk Danik J, Chasman DI, Cannon CP, Miller DT, Zee RYL, Kozlowski P, Kwiatkowski DJ, Ridker PM: Influence of genetic variation in the C-reactive protein gene on the inflammatory response during and after acute coronary ischemia. Ann Human Genet. 2006, 70: 705-716. 10.1111/j.1469-1809.2006.00272.x.CrossRef Suk Danik J, Chasman DI, Cannon CP, Miller DT, Zee RYL, Kozlowski P, Kwiatkowski DJ, Ridker PM: Influence of genetic variation in the C-reactive protein gene on the inflammatory response during and after acute coronary ischemia. Ann Human Genet. 2006, 70: 705-716. 10.1111/j.1469-1809.2006.00272.x.CrossRef
29.
go back to reference Dehghan A, Dupuis Je, Barbalic M, Bis JC, Eiriksdottir G, Lu C, Pellikka N, Wallaschofski H, Kettunen J, Henneman P, Baumert J, Strachan DP, Fuchsberger C, Vitart V, Wilson JF, Pare G, Naitza S, Rudock ME, Surakka I, de Geus EJC, Alizadeh BZ, Guralnik J, Shuldiner A, Tanaka T, Zee RYL, Schnabel RB, Nambi V, Kavousi M, Ripatti S, Nauck M, et al: Meta-analysis of genome-wide association studies in > 80 000 subjects identifies multiple loci for C-reactive protein levels: clinical perspective. Circulation. 2011, 123: 731-738. 10.1161/CIRCULATIONAHA.110.948570.PubMedCentralCrossRefPubMed Dehghan A, Dupuis Je, Barbalic M, Bis JC, Eiriksdottir G, Lu C, Pellikka N, Wallaschofski H, Kettunen J, Henneman P, Baumert J, Strachan DP, Fuchsberger C, Vitart V, Wilson JF, Pare G, Naitza S, Rudock ME, Surakka I, de Geus EJC, Alizadeh BZ, Guralnik J, Shuldiner A, Tanaka T, Zee RYL, Schnabel RB, Nambi V, Kavousi M, Ripatti S, Nauck M, et al: Meta-analysis of genome-wide association studies in > 80 000 subjects identifies multiple loci for C-reactive protein levels: clinical perspective. Circulation. 2011, 123: 731-738. 10.1161/CIRCULATIONAHA.110.948570.PubMedCentralCrossRefPubMed
30.
go back to reference Kuiper S, van Gestel AM, Swinkels HL, de Boo TM, da Silva JA, van Riel PL: Influence of sex, age, and menopausal state on the course of early rheumatoid arthritis. J Rheumatol. 2001, 28: 1809-1816.PubMed Kuiper S, van Gestel AM, Swinkels HL, de Boo TM, da Silva JA, van Riel PL: Influence of sex, age, and menopausal state on the course of early rheumatoid arthritis. J Rheumatol. 2001, 28: 1809-1816.PubMed
31.
go back to reference Iikuni N, Sato E, Hoshi M, Inoue E, Taniguchi A, Hara M, Tomastu T, Kamatani N, Yamanaka H: The influence of sex on patients with rheumatoid arthritis in a large observational cohort. J Rheumatol. 2009, 36: 508-511. 10.3899/jrheum.080724.CrossRefPubMed Iikuni N, Sato E, Hoshi M, Inoue E, Taniguchi A, Hara M, Tomastu T, Kamatani N, Yamanaka H: The influence of sex on patients with rheumatoid arthritis in a large observational cohort. J Rheumatol. 2009, 36: 508-511. 10.3899/jrheum.080724.CrossRefPubMed
Metadata
Title
Correlation of C-reactive protein haplotypes with serum C-reactive protein level and response to anti-tumor necrosis factor therapy in UK rheumatoid arthritis patients: results from the Biologics in Rheumatoid Arthritis Genetics and Genomics Study Syndicate cohort
Authors
Darren Plant
Ibrahim Ibrahim
Mark Lunt
Stephen Eyre
Edward Flynn
Kimme L Hyrich
Ann W Morgan
Anthony G Wilson
John D Isaacs
Anne Barton
BRAGGGSS
Publication date
01-10-2012
Publisher
BioMed Central
Published in
Arthritis Research & Therapy / Issue 5/2012
Electronic ISSN: 1478-6362
DOI
https://doi.org/10.1186/ar4052

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