Skip to main content
Top
Published in: Clinical Rheumatology 2/2019

Open Access 01-02-2019 | Original Article

Utility of serological biomarkers for giant cell arteritis in a large cohort of treatment-naïve patients

Authors: Blaž Burja, Julia Feichtinger, Katja Lakota, Gerhard G. Thallinger, Snezna Sodin-Semrl, Tadeja Kuret, Žiga Rotar, Rok Ješe, Polona Žigon, Saša Čučnik, Polonca Mali, Sonja Praprotnik, Matija Tomšič, Alojzija Hočevar

Published in: Clinical Rheumatology | Issue 2/2019

Login to get access

Abstract

Early diagnosis and treatment of giant cell arteritis (GCA) is crucial for preventing ischemic complications. Multiple serological markers have been identified; however, there is a distinct lack of predicting markers for GCA relapse and complications. Our main objective was to identify serological parameters in a large cohort of treatment-naïve GCA patients, which could support clinicians in evaluating the course of the disease. Clinical data was gathered, along with analyte detection using Luminex technology, ELISA, and nephelometry, among others. Unsupervised hierarchical clustering and principal component analysis of analyte profiles were performed to determine delineation of GCA patients and healthy blood donors (HBDs). Highest, significantly elevated analytes in GCA patients were SAA (83-fold > HBDs median values), IL-23 (58-fold), and IL-6 (11-fold). Importantly, we show for the first time significantly changed levels of MARCO, alpha-fetoprotein, protein C, resistin, TNC, TNF RI, M-CSF, IL-18, and IL-31 in GCA versus HBDs. Changes in levels of SAA, CRP, haptoglobin, ESR, MMP-1 and MMP-2, and TNF-alpha were found associated with relapse and visual disturbances. aCL IgG was associated with limb artery involvement, even following adjustment for multiple testing. Principal component analysis revealed clear delineation between HBDs and GCA patients. Our study reveals biomarker clusters in a large cohort of patients with GCA and emphasizes the importance of using groups of serological biomarkers, such as acute phase proteins, MMPs, and cytokines (e.g. TNF-alpha) that could provide crucial insight into GCA complications and progression, leading to a more personalized disease management.
Appendix
Available only for authorised users
Literature
1.
go back to reference Hunder GG, Bloch DA, Michel BA, Stevens MB, Arend WP, Calabrese LH, Edworthy SM, Fauci AS, Leavitt RY, Lie JT (1990) The American College of Rheumatology 1990 criteria for the classification of giant cell arteritis. Arthritis Rheum 33(8):1122–1128CrossRef Hunder GG, Bloch DA, Michel BA, Stevens MB, Arend WP, Calabrese LH, Edworthy SM, Fauci AS, Leavitt RY, Lie JT (1990) The American College of Rheumatology 1990 criteria for the classification of giant cell arteritis. Arthritis Rheum 33(8):1122–1128CrossRef
3.
go back to reference Luqmani R, Lee E, Singh S, Gillett M, Schmidt WA, Bradburn M, Dasgupta B, Diamantopoulos AP, Forrester-Barker W, Hamilton W, Masters S, McDonald B, McNally E, Pease C, Piper J, Salmon J, Wailoo A, Wolfe K, Hutchings A (2016) The role of ultrasound compared to biopsy of temporal arteries in the diagnosis and treatment of giant cell arteritis (TABUL): a diagnostic accuracy and cost-effectiveness study. Health Technol Assess 20(90):1–238. https://doi.org/10.3310/hta20900 CrossRefPubMedPubMedCentral Luqmani R, Lee E, Singh S, Gillett M, Schmidt WA, Bradburn M, Dasgupta B, Diamantopoulos AP, Forrester-Barker W, Hamilton W, Masters S, McDonald B, McNally E, Pease C, Piper J, Salmon J, Wailoo A, Wolfe K, Hutchings A (2016) The role of ultrasound compared to biopsy of temporal arteries in the diagnosis and treatment of giant cell arteritis (TABUL): a diagnostic accuracy and cost-effectiveness study. Health Technol Assess 20(90):1–238. https://​doi.​org/​10.​3310/​hta20900 CrossRefPubMedPubMedCentral
6.
go back to reference Diamantopoulos AP, Haugeberg G, Lindland A, Myklebust G (2016) The fast-track ultrasound clinic for early diagnosis of giant cell arteritis significantly reduces permanent visual impairment: towards a more effective strategy to improve clinical outcome in giant cell arteritis? Rheumatology (Oxford) 55(1):66–70. https://doi.org/10.1093/rheumatology/kev289 CrossRef Diamantopoulos AP, Haugeberg G, Lindland A, Myklebust G (2016) The fast-track ultrasound clinic for early diagnosis of giant cell arteritis significantly reduces permanent visual impairment: towards a more effective strategy to improve clinical outcome in giant cell arteritis? Rheumatology (Oxford) 55(1):66–70. https://​doi.​org/​10.​1093/​rheumatology/​kev289 CrossRef
7.
go back to reference Patil P, Williams M, Maw WW, Achilleos K, Elsideeg S, Dejaco C, Borg F, Gupta S, Dasgupta B (2015) Fast track pathway reduces sight loss in giant cell arteritis: results of a longitudinal observational cohort study. Clin Exp Rheumatol 33(2 Suppl 89):S-103–S-106 Patil P, Williams M, Maw WW, Achilleos K, Elsideeg S, Dejaco C, Borg F, Gupta S, Dasgupta B (2015) Fast track pathway reduces sight loss in giant cell arteritis: results of a longitudinal observational cohort study. Clin Exp Rheumatol 33(2 Suppl 89):S-103–S-106
9.
go back to reference Hazleman B (2000) Laboratory investigations useful in the evaluation of polymyalgia rheumatica (PMR) and giant cell arteritis (GCA). Clin Exp Rheumatol 18(4 Suppl 20):S29–S31PubMed Hazleman B (2000) Laboratory investigations useful in the evaluation of polymyalgia rheumatica (PMR) and giant cell arteritis (GCA). Clin Exp Rheumatol 18(4 Suppl 20):S29–S31PubMed
10.
go back to reference Coll-Vinent B, Vilardell C, Font C, Oristrell J, Hernández-Rodríguez J, Yagüe J, Urbano-Márquez A, Grau JM, Cid MC (1999) Circulating soluble adhesion molecules in patients with giant cell arteritis. Correlation between soluble intercellular adhesion molecule-1 (sICAM-1) concentrations and disease activity. Ann Rheum Dis 58(3):189–192CrossRef Coll-Vinent B, Vilardell C, Font C, Oristrell J, Hernández-Rodríguez J, Yagüe J, Urbano-Márquez A, Grau JM, Cid MC (1999) Circulating soluble adhesion molecules in patients with giant cell arteritis. Correlation between soluble intercellular adhesion molecule-1 (sICAM-1) concentrations and disease activity. Ann Rheum Dis 58(3):189–192CrossRef
13.
go back to reference Visvanathan S, Rahman MU, Hoffman GS, Xu S, García-Martínez A, Segarra M, Lozano E, Espígol-Frigolé G, Hernández-Rodríguez J, Cid MC (2011) Tissue and serum markers of inflammation during the follow-up of patients with giant-cell arteritis—a prospective longitudinal study. Rheumatology (Oxford) 50(11):2061–2070. https://doi.org/10.1093/rheumatology/ker163 CrossRef Visvanathan S, Rahman MU, Hoffman GS, Xu S, García-Martínez A, Segarra M, Lozano E, Espígol-Frigolé G, Hernández-Rodríguez J, Cid MC (2011) Tissue and serum markers of inflammation during the follow-up of patients with giant-cell arteritis—a prospective longitudinal study. Rheumatology (Oxford) 50(11):2061–2070. https://​doi.​org/​10.​1093/​rheumatology/​ker163 CrossRef
14.
go back to reference Baldini M, Maugeri N, Ramirez GA, Giacomassi C, Castiglioni A, Prieto-González S, Corbera-Bellalta M, Comite GD, Papa I, Dell'antonio G, Ammirati E, Cuccovillo I, Vecchio V, Mantovani A, Rovere-Querini P, Sabbadini MG, Cid MC, Manfredi AA (2012) Selective up-regulation of the soluble pattern-recognition receptor pentraxin 3 and of vascular endothelial growth factor in giant cell arteritis: relevance for recent optic nerve ischemia. Arthritis Rheum 64(3):854–865. https://doi.org/10.1002/art.33411 CrossRefPubMed Baldini M, Maugeri N, Ramirez GA, Giacomassi C, Castiglioni A, Prieto-González S, Corbera-Bellalta M, Comite GD, Papa I, Dell'antonio G, Ammirati E, Cuccovillo I, Vecchio V, Mantovani A, Rovere-Querini P, Sabbadini MG, Cid MC, Manfredi AA (2012) Selective up-regulation of the soluble pattern-recognition receptor pentraxin 3 and of vascular endothelial growth factor in giant cell arteritis: relevance for recent optic nerve ischemia. Arthritis Rheum 64(3):854–865. https://​doi.​org/​10.​1002/​art.​33411 CrossRefPubMed
15.
go back to reference van der Geest KS, Abdulahad WH, Chalan P, Rutgers A, Horst G, Huitema MG, Roffel MP, Roozendaal C, Kluin PM, Bos NA, Boots AM, Brouwer E (2014) Disturbed B cell homeostasis in newly diagnosed giant cell arteritis and polymyalgia rheumatica. Arthritis Rheumatol 66(7):1927–1938. https://doi.org/10.1002/art.38625 CrossRefPubMed van der Geest KS, Abdulahad WH, Chalan P, Rutgers A, Horst G, Huitema MG, Roffel MP, Roozendaal C, Kluin PM, Bos NA, Boots AM, Brouwer E (2014) Disturbed B cell homeostasis in newly diagnosed giant cell arteritis and polymyalgia rheumatica. Arthritis Rheumatol 66(7):1927–1938. https://​doi.​org/​10.​1002/​art.​38625 CrossRefPubMed
18.
go back to reference Sorbi D, French DL, Nuovo GJ, Kew RR, Arbeit LA, Gruber BL (1996) Elevated levels of 92-kd type IV collagenase (matrix metalloproteinase 9) in giant cell arteritis. Arthritis Rheum 39(10):1747–1753CrossRef Sorbi D, French DL, Nuovo GJ, Kew RR, Arbeit LA, Gruber BL (1996) Elevated levels of 92-kd type IV collagenase (matrix metalloproteinase 9) in giant cell arteritis. Arthritis Rheum 39(10):1747–1753CrossRef
21.
22.
go back to reference Hernández-Rodríguez J, Segarra M, Vilardell C, Sánchez M, García-Martínez A, Esteban MJ, Grau JM, Urbano-Márquez A, Colomer D, Kleinman HK, Cid MC (2003) Elevated production of interleukin-6 is associated with a lower incidence of disease-related ischemic events in patients with giant-cell arteritis: angiogenic activity of interleukin-6 as a potential protective mechanism. Circulation 107(19):2428–2434. https://doi.org/10.1161/01.CIR.0000066907.83923.32 CrossRefPubMed Hernández-Rodríguez J, Segarra M, Vilardell C, Sánchez M, García-Martínez A, Esteban MJ, Grau JM, Urbano-Márquez A, Colomer D, Kleinman HK, Cid MC (2003) Elevated production of interleukin-6 is associated with a lower incidence of disease-related ischemic events in patients with giant-cell arteritis: angiogenic activity of interleukin-6 as a potential protective mechanism. Circulation 107(19):2428–2434. https://​doi.​org/​10.​1161/​01.​CIR.​0000066907.​83923.​32 CrossRefPubMed
23.
go back to reference Grossman C, Barshack I, Koren-Morag N, Ben-Zvi I, Bornstein G (2017) Risk factors for severe cranial ischaemic events in patients with giant cell arteritis. Clin Exp Rheumatol 35 Suppl 103(1):88–93PubMed Grossman C, Barshack I, Koren-Morag N, Ben-Zvi I, Bornstein G (2017) Risk factors for severe cranial ischaemic events in patients with giant cell arteritis. Clin Exp Rheumatol 35 Suppl 103(1):88–93PubMed
25.
go back to reference Ashima M, Eric ML (2012) Utility of C-reactive protein in the diagnosis of giant cell arteritis: better than the erythrocyte sedimentation rate? Int J Clin Rheumatol 7(3):1 Ashima M, Eric ML (2012) Utility of C-reactive protein in the diagnosis of giant cell arteritis: better than the erythrocyte sedimentation rate? Int J Clin Rheumatol 7(3):1
26.
go back to reference Kermani TA, Warrington KJ, Cuthbertson D, Carette S, Hoffman GS, Khalidi NA, Koening CL, Langford CA, Maksimowicz-McKinnon K, McAlear CA, Monach PA, Seo P, Merkel PA, Ytterberg SR, Consortium VCR (2015) Disease relapses among patients with giant cell arteritis: a prospective, longitudinal cohort study. J Rheumatol 42(7):1213–1217. https://doi.org/10.3899/jrheum.141347 CrossRefPubMedPubMedCentral Kermani TA, Warrington KJ, Cuthbertson D, Carette S, Hoffman GS, Khalidi NA, Koening CL, Langford CA, Maksimowicz-McKinnon K, McAlear CA, Monach PA, Seo P, Merkel PA, Ytterberg SR, Consortium VCR (2015) Disease relapses among patients with giant cell arteritis: a prospective, longitudinal cohort study. J Rheumatol 42(7):1213–1217. https://​doi.​org/​10.​3899/​jrheum.​141347 CrossRefPubMedPubMedCentral
27.
go back to reference R Core Team (2017) A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna R Core Team (2017) A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna
28.
go back to reference Benjamini Y, Hochberg Y (1995) Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc B (Methodol) 57:289–300 Benjamini Y, Hochberg Y (1995) Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc B (Methodol) 57:289–300
29.
go back to reference Szklarczyk D, Morris JH, Cook H, Kuhn M, Wyder S, Simonovic M, Santos A, Doncheva NT, Roth A, Bork P, Jensen LJ, von Mering C (2017) The STRING database in 2017: quality-controlled protein-protein association networks, made broadly accessible. Nucleic Acids Res 45(D1):D362–D368. https://doi.org/10.1093/nar/gkw937 CrossRef Szklarczyk D, Morris JH, Cook H, Kuhn M, Wyder S, Simonovic M, Santos A, Doncheva NT, Roth A, Bork P, Jensen LJ, von Mering C (2017) The STRING database in 2017: quality-controlled protein-protein association networks, made broadly accessible. Nucleic Acids Res 45(D1):D362–D368. https://​doi.​org/​10.​1093/​nar/​gkw937 CrossRef
30.
32.
go back to reference Prieto-González S, Terrades-García N, Corbera-Bellalta M, Planas-Rigol E, Miyabe C, Alba MA, Ponce A, Tavera-Bahillo I, Murgia G, Espígol-Frigolé G, Marco-Hernández J, Hernández-Rodríguez J, García-Martínez A, Unizony SH, Cid MC (2017) Serum osteopontin: a biomarker of disease activity and predictor of relapsing course in patients with giant cell arteritis. Potential clinical usefulness in tocilizumab-treated patients. RMD Open 3(2):e000570. https://doi.org/10.1136/rmdopen-2017-000570 CrossRefPubMedPubMedCentral Prieto-González S, Terrades-García N, Corbera-Bellalta M, Planas-Rigol E, Miyabe C, Alba MA, Ponce A, Tavera-Bahillo I, Murgia G, Espígol-Frigolé G, Marco-Hernández J, Hernández-Rodríguez J, García-Martínez A, Unizony SH, Cid MC (2017) Serum osteopontin: a biomarker of disease activity and predictor of relapsing course in patients with giant cell arteritis. Potential clinical usefulness in tocilizumab-treated patients. RMD Open 3(2):e000570. https://​doi.​org/​10.​1136/​rmdopen-2017-000570 CrossRefPubMedPubMedCentral
35.
36.
go back to reference Žigon P, Lakota K, Kuret T, Tomšič M, Čučnik S, Sodin-Šemrl S, Hočevar A (2016) Acute phase proteins and interleukin-6 are important in distinguishing between giant cell arteritis positive and negative patients. In: 10th international congress on autoimmunity, Leipzig. Autoimmunity Žigon P, Lakota K, Kuret T, Tomšič M, Čučnik S, Sodin-Šemrl S, Hočevar A (2016) Acute phase proteins and interleukin-6 are important in distinguishing between giant cell arteritis positive and negative patients. In: 10th international congress on autoimmunity, Leipzig. Autoimmunity
40.
go back to reference Terrier B, Geri G, Chaara W, Allenbach Y, Rosenzwajg M, Costedoat-Chalumeau N, Fouret P, Musset L, Benveniste O, Six A, Klatzmann D, Saadoun D, Cacoub P (2012) Interleukin-21 modulates Th1 and Th17 responses in giant cell arteritis. Arthritis Rheum 64(6):2001–2011. https://doi.org/10.1002/art.34327 CrossRefPubMed Terrier B, Geri G, Chaara W, Allenbach Y, Rosenzwajg M, Costedoat-Chalumeau N, Fouret P, Musset L, Benveniste O, Six A, Klatzmann D, Saadoun D, Cacoub P (2012) Interleukin-21 modulates Th1 and Th17 responses in giant cell arteritis. Arthritis Rheum 64(6):2001–2011. https://​doi.​org/​10.​1002/​art.​34327 CrossRefPubMed
47.
go back to reference Bender R, Lange S (2001) Adjusting for multiple testing—when and how? J Clin Epidemiol 54(4):343–349CrossRef Bender R, Lange S (2001) Adjusting for multiple testing—when and how? J Clin Epidemiol 54(4):343–349CrossRef
Metadata
Title
Utility of serological biomarkers for giant cell arteritis in a large cohort of treatment-naïve patients
Authors
Blaž Burja
Julia Feichtinger
Katja Lakota
Gerhard G. Thallinger
Snezna Sodin-Semrl
Tadeja Kuret
Žiga Rotar
Rok Ješe
Polona Žigon
Saša Čučnik
Polonca Mali
Sonja Praprotnik
Matija Tomšič
Alojzija Hočevar
Publication date
01-02-2019
Publisher
Springer London
Published in
Clinical Rheumatology / Issue 2/2019
Print ISSN: 0770-3198
Electronic ISSN: 1434-9949
DOI
https://doi.org/10.1007/s10067-018-4240-x

Other articles of this Issue 2/2019

Clinical Rheumatology 2/2019 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine