Skip to main content
Top
Published in: BMC Musculoskeletal Disorders 1/2017

Open Access 01-12-2017 | Research article

Potential Mediators between Fibromyalgia and C-Reactive protein: Results from a Large U.S. Community Survey

Authors: Termeh Feinberg, Usha Sambamoorthi, Christa Lilly, Kim Karen Innes

Published in: BMC Musculoskeletal Disorders | Issue 1/2017

Login to get access

Abstract

Background

Fibromyalgia, a potentially debilitating chronic pain syndrome of unknown etiology, may be characterized by inflammation. In this study, we investigated the relation of FMS to serum C-reactive protein (CRP) in a large population of adults (18+) and investigated the influence of other factors on this relationship, including BMI, comorbidities, as well as mood and sleep disturbance.

Methods

Participants were 52,535 Ohio Valley residents (Fibromyalgia n = 1125). All participants completed a comprehensive health survey (2005–2006) part of the C8 Health Project; serum levels of CRP were obtained, as was history of Fibromyalgia physician diagnosis. Logistic and linear regressions were used for this cross-sectional analysis.

Results

Mean CRP was higher among participants reporting Fibromyalgia than those without (5.54 ± 9.8 vs.3.75 ± 7.2 mg/L, p < .0001)). CRP level showed a strong, positive association with FMS (unadjusted odds ratio (OR) for highest vs. lowest quartile = 2.5 (CI 2.1,3.0;p for trend < .0001)); adjustment for demographic and lifestyle factors attenuated but did not eliminate this association (AOR for highest vs. lowest quartile = 1.4 (CI 1.1,1.6;p for trend < .0001)). Further addition of body mass index (BMI) and comorbidities to the model markedly weakened this relationship (AORs, respectively, for highest vs lowest CRP quartile = 1.2 (CI 1.0,1.4) and 1.1 (CI 0.9,1.3). In contrast, inclusion of mood and sleep impairment only modestly reduced the adjusted risk estimate (AORs for highest vs. lowest quartile = 1.3 (CI 1.1,1.5) for each)).

Conclusions

Findings from this large cross-sectional study indicate a significant positive cross-sectional association of Fibromyalgia to serum C-reactive protein may be explained, in part, by BMI and comorbidity. Prospective research is needed to confirm this, and clarify the potential mediating influence of obesity and comorbid conditions on this relationship.
Literature
1.
go back to reference Manchikanti L, Singh V, Datta S, Cohen SP, Hirsch JA. American Society of Interventional Pain Physicians. Comprehensive review of epidemiology, scope, and impact of spinal pain. Pain Physician. 2009;12:E35–70.PubMed Manchikanti L, Singh V, Datta S, Cohen SP, Hirsch JA. American Society of Interventional Pain Physicians. Comprehensive review of epidemiology, scope, and impact of spinal pain. Pain Physician. 2009;12:E35–70.PubMed
7.
8.
go back to reference Metyas SK, Solyman JS, Arkfeld DG. Inflammatory fibromyalgia: is it real? Curr Rheumatol rev. 2015. PubMed PMID: 26002453. Metyas SK, Solyman JS, Arkfeld DG. Inflammatory fibromyalgia: is it real? Curr Rheumatol rev. 2015. PubMed PMID: 26002453.
9.
go back to reference Bjersing JL, Bokarewa MI, Mannerkorpi K. Profile of circulating microRNAs in fibromyalgia and their relation to symptom severity: an exploratory study. Rheumatol Int. 2015;35(4):635–42. doi:10.1007/s00296-014-3139-3. PubMed PMID: 25261961CrossRefPubMed Bjersing JL, Bokarewa MI, Mannerkorpi K. Profile of circulating microRNAs in fibromyalgia and their relation to symptom severity: an exploratory study. Rheumatol Int. 2015;35(4):635–42. doi:10.​1007/​s00296-014-3139-3. PubMed PMID: 25261961CrossRefPubMed
10.
go back to reference Fok E, Sandeman SR, Guildford AL, Martin YH. The use of an IL-1 receptor antagonist peptide to control inflammation in the treatment of corneal Limbal epithelial stem cell deficiency. Biomed Res Int. 2015;2015:516318. doi:10.1155/2015/516318. PubMed PMID: 25705668; PubMed Central PMCID: PMC4330955CrossRefPubMedPubMedCentral Fok E, Sandeman SR, Guildford AL, Martin YH. The use of an IL-1 receptor antagonist peptide to control inflammation in the treatment of corneal Limbal epithelial stem cell deficiency. Biomed Res Int. 2015;2015:516318. doi:10.​1155/​2015/​516318. PubMed PMID: 25705668; PubMed Central PMCID: PMC4330955CrossRefPubMedPubMedCentral
12.
go back to reference Bucova M, Bernadic M, Buckingham T. C-reactive protein, cytokines and inflammation in cardiovascular diseases. Bratislavske lekarske listy. 2008;109(8):333–40. PubMed PMID: 18837239PubMed Bucova M, Bernadic M, Buckingham T. C-reactive protein, cytokines and inflammation in cardiovascular diseases. Bratislavske lekarske listy. 2008;109(8):333–40. PubMed PMID: 18837239PubMed
15.
go back to reference Maes M, Libbrecht I, Van Hunsel F, et al. The immune-inflammatory pathophysiology of fibromyalgia: increased serum soluble gp130, the common signal transducer protein of various neurotropic cytokines. Psychoneuroendocrinology. 1999;24(4):371–83.CrossRefPubMed Maes M, Libbrecht I, Van Hunsel F, et al. The immune-inflammatory pathophysiology of fibromyalgia: increased serum soluble gp130, the common signal transducer protein of various neurotropic cytokines. Psychoneuroendocrinology. 1999;24(4):371–83.CrossRefPubMed
16.
go back to reference Wallace DJL-IM, Hallegua D, Silverman S, Silver MH, Weisman MH. Cytokines play an aetiopathogenetic role in fibromyalgia: a hypothesis and pilot study. Rheumatology (Oxford). 2001;40(7):743–9.CrossRef Wallace DJL-IM, Hallegua D, Silverman S, Silver MH, Weisman MH. Cytokines play an aetiopathogenetic role in fibromyalgia: a hypothesis and pilot study. Rheumatology (Oxford). 2001;40(7):743–9.CrossRef
17.
go back to reference Gur AKM, Erdogan S, Nas K, Cevik R, Sarac AJ. Regional cerebral flow and cytokines in young females with fibromyalgia. Clinical and experimental rheumatology JID - 8308521. 2002;20(6):753–60. Gur AKM, Erdogan S, Nas K, Cevik R, Sarac AJ. Regional cerebral flow and cytokines in young females with fibromyalgia. Clinical and experimental rheumatology JID - 8308521. 2002;20(6):753–60.
18.
go back to reference Gur AKM, Nas K, Remzi C, Denli A, Sarac J. Cytokines and depression in cases with fibromyalgia. J Rheumatol. 2002;29(2):358–3561.PubMed Gur AKM, Nas K, Remzi C, Denli A, Sarac J. Cytokines and depression in cases with fibromyalgia. J Rheumatol. 2002;29(2):358–3561.PubMed
19.
go back to reference Hein GFS. Are advanced glycaton end-product-modified proteins of pathogentic importance in fibromyalgia. Rheumatology. 2002;41(10):1163–7.CrossRefPubMed Hein GFS. Are advanced glycaton end-product-modified proteins of pathogentic importance in fibromyalgia. Rheumatology. 2002;41(10):1163–7.CrossRefPubMed
20.
go back to reference Pache MOJ, Genth E, Mierau R, Kube T, Flammer J. Increased plasma endothilin-1 levels in fibromyalgia syndrome. Rheumatology. 2003;42:493–4.CrossRefPubMed Pache MOJ, Genth E, Mierau R, Kube T, Flammer J. Increased plasma endothilin-1 levels in fibromyalgia syndrome. Rheumatology. 2003;42:493–4.CrossRefPubMed
21.
go back to reference Bagis S, et al. Free radicals and antioxidants in primary fibromyalgia: an oxidative stress disorder? Rheumatol Int. 2005;25:188–90. Bagis S, et al. Free radicals and antioxidants in primary fibromyalgia: an oxidative stress disorder? Rheumatol Int. 2005;25:188–90.
22.
go back to reference Salemi SRJ, Wollina U, et al. Detection of interleukin 1 beta (IL-beta), IL0-6, and tumor necrosis factor-alpha in skin of patients with fibromyalgia. J Rheumatol. 2003;30(1):146–50.PubMed Salemi SRJ, Wollina U, et al. Detection of interleukin 1 beta (IL-beta), IL0-6, and tumor necrosis factor-alpha in skin of patients with fibromyalgia. J Rheumatol. 2003;30(1):146–50.PubMed
23.
go back to reference Kadetoff DF, Lampa JF, Westman MF, Andersson MF, Kosek E. Evidence of central inflammation in fibromyalgia-increased cerebrospinal fluid interleukin-8 levels. 0328. Kadetoff DF, Lampa JF, Westman MF, Andersson MF, Kosek E. Evidence of central inflammation in fibromyalgia-increased cerebrospinal fluid interleukin-8 levels. 0328.
24.
go back to reference Xiao YHW, Michalek JE, Russell IJ. Elevated serum high-sensitivity C-reactive protein levels in fibromyalgia syndrome patients correlate with body mass index, interleukin-6, interleukin-8, erythrocyte sedimentation rate. 2013. Xiao YHW, Michalek JE, Russell IJ. Elevated serum high-sensitivity C-reactive protein levels in fibromyalgia syndrome patients correlate with body mass index, interleukin-6, interleukin-8, erythrocyte sedimentation rate. 2013.
25.
go back to reference Kaufmann IF, Schelling GF, Eisner CF, Fau RHP, Beyer AF, Krauseneck TF, et al. Decrease in adhesion molecules on polymorphonuclear leukocytes of patients with fibromyalgia. 0924. Kaufmann IF, Schelling GF, Eisner CF, Fau RHP, Beyer AF, Krauseneck TF, et al. Decrease in adhesion molecules on polymorphonuclear leukocytes of patients with fibromyalgia. 0924.
26.
go back to reference Bazzichi LRA, Massimetti G, et al. Cytokine patterns in fibromyalgia and their correlation with clinical manifestations. Clin and Experim Rheum. 2007;25(2):225–30. Bazzichi LRA, Massimetti G, et al. Cytokine patterns in fibromyalgia and their correlation with clinical manifestations. Clin and Experim Rheum. 2007;25(2):225–30.
27.
go back to reference Lund Haheim L, Nafstad P, Olsen I, Schwarze P R, KS. C-reactive protein variations for different chronic somatic disorders. 1001. Lund Haheim L, Nafstad P, Olsen I, Schwarze P R, KS. C-reactive protein variations for different chronic somatic disorders. 1001.
28.
go back to reference Rus A, Molina F, Gasso M, Camacho MV, Peinado MA, Moral ML. Nitric Oxide, Inflammation, Lipid Profile, and Cortisol in Normal- and Overweight Women With Fibromyalgia. Biol Res Nurs. 2015. doi: 10.1177/1099800415591035. PubMed PMID: 26134428. Rus A, Molina F, Gasso M, Camacho MV, Peinado MA, Moral ML. Nitric Oxide, Inflammation, Lipid Profile, and Cortisol in Normal- and Overweight Women With Fibromyalgia. Biol Res Nurs. 2015. doi: 10.​1177/​1099800415591035​. PubMed PMID: 26134428.
29.
go back to reference Amel Kashipaz M, Swinden D, Todd I, Powell R. Normal production of inflammatory cytokines in chronic fatigue and fibromyalgia syndromes determined by intracellular cytokine staining in short-term cultured blood mononuclear cells. Clin Exp Immunol. 2003;132(2):360–5. PubMed PMID: 12699429; PubMed Central PMCID: PMCPMC1808704CrossRefPubMedPubMedCentral Amel Kashipaz M, Swinden D, Todd I, Powell R. Normal production of inflammatory cytokines in chronic fatigue and fibromyalgia syndromes determined by intracellular cytokine staining in short-term cultured blood mononuclear cells. Clin Exp Immunol. 2003;132(2):360–5. PubMed PMID: 12699429; PubMed Central PMCID: PMCPMC1808704CrossRefPubMedPubMedCentral
31.
go back to reference Irwin MR, Olmstead R, Carroll JE. Sleep disturbance, sleep duration, and inflammation: a systematic review and meta-analysis of cohort studies and experimental sleep deprivation. Biol Psychiatry. 2015. doi: 10.1016/j.biopsych.2015.05.014. PubMed PMID: 26140821. Irwin MR, Olmstead R, Carroll JE. Sleep disturbance, sleep duration, and inflammation: a systematic review and meta-analysis of cohort studies and experimental sleep deprivation. Biol Psychiatry. 2015. doi: 10.​1016/​j.​biopsych.​2015.​05.​014. PubMed PMID: 26140821.
32.
go back to reference Consoli G, Marazziti D, Ciapparelli A, Bazzichi L, Massimetti G, Giacomelli C, et al. The impact of mood, anxiety, and sleep disorders on fibromyalgia. Compr Psychiatry. 2012;53(7):962–7. http://dx.doi.org/10.1016/j.comppsych.2012.03.008CrossRefPubMed Consoli G, Marazziti D, Ciapparelli A, Bazzichi L, Massimetti G, Giacomelli C, et al. The impact of mood, anxiety, and sleep disorders on fibromyalgia. Compr Psychiatry. 2012;53(7):962–7. http://​dx.​doi.​org/​10.​1016/​j.​comppsych.​2012.​03.​008CrossRefPubMed
34.
go back to reference Dell'Osso L, Bazzichi L, Baroni S, Falaschi V, Conversano C, Carmassi C, et al. The inflammatory hypothesis of mood spectrum broadened to fibromyalgia and chronic fatigue syndrome. Clin Exp Rheumatol. 2015;33 Suppl 88(1):109–16. PubMed PMID: 25786052 Dell'Osso L, Bazzichi L, Baroni S, Falaschi V, Conversano C, Carmassi C, et al. The inflammatory hypothesis of mood spectrum broadened to fibromyalgia and chronic fatigue syndrome. Clin Exp Rheumatol. 2015;33 Suppl 88(1):109–16. PubMed PMID: 25786052
36.
go back to reference Frisbee SJ, Brooks AP Jr, Maher A, Flensborg P, Arnold S, Fletcher T, et al. The C8 health project: design, methods, and participants. Environ Health Perspect. 2009;117(12):1873–82. doi:10.1289/ehp.0800379. Epub 2010/01/06. PubMed PMID: 20049206; PubMed Central PMCID: PMCPMC2799461CrossRefPubMedPubMedCentral Frisbee SJ, Brooks AP Jr, Maher A, Flensborg P, Arnold S, Fletcher T, et al. The C8 health project: design, methods, and participants. Environ Health Perspect. 2009;117(12):1873–82. doi:10.​1289/​ehp.​0800379. Epub 2010/01/06. PubMed PMID: 20049206; PubMed Central PMCID: PMCPMC2799461CrossRefPubMedPubMedCentral
38.
40.
go back to reference Wolfe F, Michaud K, Li T, Katz RS. Chronic conditions and health problems in rheumatic diseases: comparisons with rheumatoid arthritis, noninflammatory rheumatic disorders, systemic lupus erythematosus, and fibromyalgia. J Rheumatol. 2010;37(2):305–15. doi:10.3899/jrheum.090781. PubMed PMID: 20080915CrossRefPubMed Wolfe F, Michaud K, Li T, Katz RS. Chronic conditions and health problems in rheumatic diseases: comparisons with rheumatoid arthritis, noninflammatory rheumatic disorders, systemic lupus erythematosus, and fibromyalgia. J Rheumatol. 2010;37(2):305–15. doi:10.​3899/​jrheum.​090781. PubMed PMID: 20080915CrossRefPubMed
41.
go back to reference Ozgocmen S, Cimen OB, Ardicoglu O. Relationship between chest expansion and respiratory muscle strength in patients with primary fibromyalgia. Clin Rheumatol. 2002;21(1):19–22. PubMed PMID: 11954878CrossRefPubMed Ozgocmen S, Cimen OB, Ardicoglu O. Relationship between chest expansion and respiratory muscle strength in patients with primary fibromyalgia. Clin Rheumatol. 2002;21(1):19–22. PubMed PMID: 11954878CrossRefPubMed
42.
44.
go back to reference Michaud K, Wolfe F. The association of rheumatoid arthritis and its treatment with sinus disease. J Rheumatol 2006; 33(12):2412-2415. PubMed PMID: 17143978. Michaud K, Wolfe F. The association of rheumatoid arthritis and its treatment with sinus disease. J Rheumatol 2006; 33(12):2412-2415. PubMed PMID: 17143978.
46.
go back to reference Martinez-Jauand M, Sitges C, Femenia J, Cifre I, Gonzalez S, Chialvo D, et al. Age-of-onset of menopause is associated with enhanced painful and non-painful sensitivity in fibromyalgia. Clin Rheumatol. 2013;32(7):975–81. doi:10.1007/s10067-013-2212-8. PubMed PMID: 23417348CrossRefPubMed Martinez-Jauand M, Sitges C, Femenia J, Cifre I, Gonzalez S, Chialvo D, et al. Age-of-onset of menopause is associated with enhanced painful and non-painful sensitivity in fibromyalgia. Clin Rheumatol. 2013;32(7):975–81. doi:10.​1007/​s10067-013-2212-8. PubMed PMID: 23417348CrossRefPubMed
47.
go back to reference Goesling J, Brummett CM, Meraj TS, Moser SE, Hassett AL, Ditre JW. Associations between pain, current tobacco smoking, depression, and fibromyalgia status among treatment-seeking chronic pain patients. Pain Med. 2015;16(7):1433–42. doi:10.1111/pme.12747. PubMed PMID: 25801019CrossRefPubMedPubMedCentral Goesling J, Brummett CM, Meraj TS, Moser SE, Hassett AL, Ditre JW. Associations between pain, current tobacco smoking, depression, and fibromyalgia status among treatment-seeking chronic pain patients. Pain Med. 2015;16(7):1433–42. doi:10.​1111/​pme.​12747. PubMed PMID: 25801019CrossRefPubMedPubMedCentral
50.
go back to reference Aronson D, Bartha P, Zinder O, Kerner A, Markiewicz W, Avizohar O, Brook GJ, Levy Y. Obesity is the major determinant of elevated C-reactive protein in subjects with the metabolic syndrome. Int J Obes Relat Metab Disord. 2004;28(5):674–9. Aronson D, Bartha P, Zinder O, Kerner A, Markiewicz W, Avizohar O, Brook GJ, Levy Y. Obesity is the major determinant of elevated C-reactive protein in subjects with the metabolic syndrome. Int J Obes Relat Metab Disord. 2004;28(5):674–9.
51.
go back to reference Kao TW, Lu IS, Liao KC, Lai HY, Loh CH, Kuo HK. Associations between body mass index and serum levels of C-reactive protein. S Afr Med J. 2009;99(5):326–30. Kao TW, Lu IS, Liao KC, Lai HY, Loh CH, Kuo HK. Associations between body mass index and serum levels of C-reactive protein. S Afr Med J. 2009;99(5):326–30.
52.
go back to reference Deodhar AA, Fisher RA, Blacker CV, Woolf AD. Fluid retention syndrome and fibromyalgia. Br J Rheumatol. 1994;33(6):576–82. PubMed PMID: 8205408CrossRefPubMed Deodhar AA, Fisher RA, Blacker CV, Woolf AD. Fluid retention syndrome and fibromyalgia. Br J Rheumatol. 1994;33(6):576–82. PubMed PMID: 8205408CrossRefPubMed
53.
go back to reference Mork PJ, Vasseljen O, Nilsen TI. Association between physical exercise, body mass index, and risk of fibromyalgia: longitudinal data from the Norwegian Nord-Trondelag health study. Arthritis Care Res (Hoboken). 2010;62(5):611–7. doi:10.1002/acr.20118. PubMed PMID: 20191480CrossRef Mork PJ, Vasseljen O, Nilsen TI. Association between physical exercise, body mass index, and risk of fibromyalgia: longitudinal data from the Norwegian Nord-Trondelag health study. Arthritis Care Res (Hoboken). 2010;62(5):611–7. doi:10.​1002/​acr.​20118. PubMed PMID: 20191480CrossRef
54.
go back to reference Sanchez del Rio-Gonzalez M. Chronic migraine: pathophysiology. Rev Neurol. 2012;54 Suppl 2:S13–9. PubMed PMID: 22532238PubMed Sanchez del Rio-Gonzalez M. Chronic migraine: pathophysiology. Rev Neurol. 2012;54 Suppl 2:S13–9. PubMed PMID: 22532238PubMed
55.
go back to reference Lawrence R, Felson D, Helmick CG, Arnold LM, Choi H, Deyo RA, et al. Estimates of the prevalence of arthritis and other rheumatic conditions in the United States. Part II. (0004–3591 (Print)). doi: D-NLM: NIHMS347693 D - NLM: PMC3266664 EDAT- 2008/01/01 09:00 MHDA- 2008/03/11 09:00 CRDT- 2008/01/01 09:00 AID - 10.1002/art.23176 [doi] PST - ppublish. Lawrence R, Felson D, Helmick CG, Arnold LM, Choi H, Deyo RA, et al. Estimates of the prevalence of arthritis and other rheumatic conditions in the United States. Part II. (0004–3591 (Print)). doi: D-NLM: NIHMS347693 D - NLM: PMC3266664 EDAT- 2008/01/01 09:00 MHDA- 2008/03/11 09:00 CRDT- 2008/01/01 09:00 AID - 10.​1002/​art.​23176 [doi] PST - ppublish.
56.
go back to reference White KP, Speechley M, Harth M, Ostbye T. The London fibromyalgia epidemiology study: the prevalence of fibromyalgia syndrome in London. Ontario J Rheumatol. 1999;26(7):1570–6. Epub 1999/07/16. PubMed PMID: 10405947PubMed White KP, Speechley M, Harth M, Ostbye T. The London fibromyalgia epidemiology study: the prevalence of fibromyalgia syndrome in London. Ontario J Rheumatol. 1999;26(7):1570–6. Epub 1999/07/16. PubMed PMID: 10405947PubMed
57.
go back to reference Schochat T, Beckmann C. Sociodemographic characteristics, risk factors and reproductive history in subjects with fibromyalgia-results of a population-based case-control study. Z Rheumatol. 2003;62(1):46–59. doi:10.1007/s00393-003-0447-5. PubMed PMID: 12624804CrossRefPubMed Schochat T, Beckmann C. Sociodemographic characteristics, risk factors and reproductive history in subjects with fibromyalgia-results of a population-based case-control study. Z Rheumatol. 2003;62(1):46–59. doi:10.​1007/​s00393-003-0447-5. PubMed PMID: 12624804CrossRefPubMed
59.
go back to reference Masters ET, Mardekian J, Emir B, Clair A, Kuhn M, Silverman SL. Electronic medical record data to identify variables associated with a fibromyalgia diagnosis: importance of health care resource utilization. J Pain Res. 2015;8:131–8. doi:10.2147/JPR.S74900. PubMed PMID: 25784819; PubMed Central PMCID: PMCPMC4356680CrossRefPubMedPubMedCentral Masters ET, Mardekian J, Emir B, Clair A, Kuhn M, Silverman SL. Electronic medical record data to identify variables associated with a fibromyalgia diagnosis: importance of health care resource utilization. J Pain Res. 2015;8:131–8. doi:10.​2147/​JPR.​S74900. PubMed PMID: 25784819; PubMed Central PMCID: PMCPMC4356680CrossRefPubMedPubMedCentral
60.
go back to reference Di Franco M, Iannuccelli C, Bazzichi L, Atzeni F, Consensi A, Salaffi F, et al. Misdiagnosis in fibromyalgia: a multicentre study. Clin Exp Rheumatol. 2011;29(6 Suppl 69):S104–8. PubMed PMID: 22243557PubMed Di Franco M, Iannuccelli C, Bazzichi L, Atzeni F, Consensi A, Salaffi F, et al. Misdiagnosis in fibromyalgia: a multicentre study. Clin Exp Rheumatol. 2011;29(6 Suppl 69):S104–8. PubMed PMID: 22243557PubMed
Metadata
Title
Potential Mediators between Fibromyalgia and C-Reactive protein: Results from a Large U.S. Community Survey
Authors
Termeh Feinberg
Usha Sambamoorthi
Christa Lilly
Kim Karen Innes
Publication date
01-12-2017
Publisher
BioMed Central
Published in
BMC Musculoskeletal Disorders / Issue 1/2017
Electronic ISSN: 1471-2474
DOI
https://doi.org/10.1186/s12891-017-1641-y

Other articles of this Issue 1/2017

BMC Musculoskeletal Disorders 1/2017 Go to the issue