Abstract
Introduction
This study aimed to explore ocular manifestations in ANCA-associated vasculitis (AAV), focusing on granulomatosis with polyangiitis (GPA), eosinophilic granulomatosis with polyangiitis (EGPA), and microscopic polyangiitis (MPA) and to examine the associations with laboratory parameters and other systemic manifestations.
Methods
This retrospective study reviewed data from 533 AAV patients across two major Chinese medical centers from January 2016 to November 2023. Data including diagnosis, cranial manifestations of disease, ocular complications, and laboratory parameters were analyzed. Univariate and multivariable logistic regression analyses assessed associations across disease manifestations. Machine learning models were also utilized to predict the risk of retinal/eye involvement in AAV patients.
Results
Among 533 patients (210 GPA, 217 MPA, 99 EGPA, and 7 unclassified AAV), ocular complications were observed in 20.64% of them, with a distribution of 36.67% in GPA, 7.37% in MPA, and 18.18% in EGPA. The most common ocular manifestations included scleritis and retro-orbital mass/dacryocystitis, which were notably prevalent in GPA patients. Retinal involvement was observed in 9.09% of EGPA cases. The machine learning models yielded that eosinophil percentage (EOS%), high-sensitivity C-reactive protein (hsCRP), and CD4 + T cell/CD8 + T cell ratio (T4/T8) can predict retinal involvement. Furthermore, the white blood cell, EOS%, APTT, IgA, hsCRP, PR3-ANCA, and T4/T8 can predict eye involvement.
Conclusion
Ocular manifestations are a prevalent complication across all forms of AAV. Predictive models developed through machine learning offer promising tools for early intervention and tailored patient care. This necessitates a multidisciplinary approach, integrating rheumatology and ophthalmology expertise for optimal patient outcomes.
Key Points |
• This study provides new insights into the ocular manifestations of ANCA-associated vasculitis across different subtypes, revealing a notable prevalence of ocular complications. |
• A machine learning model is built to predict eye/retinal involvement, enhancing early diagnostic capabilities. |
• The findings could guide more systematic ocular screenings in ANCA-associated vasculitis patients and influence treatment protocols. |
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Data availability
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Kitching AR, Anders HJ, Basu N, Brouwer E, Gordon J, Jayne DR, Kullman J, Lyons PA, Merkel PA, Savage COS et al (2020) ANCA-Associated Vasculitis Nature reviews Disease primers. Nat Rev Dis Primers 6(1):71
Hoffman GS, Kerr GS, Leavitt RY, Hallahan CW, Lebovics RS, Travis WD, Rottem M, Fauci AS (1992) Wegener granulomatosis: an analysis of 158 patients. Ann Intern Med 116(6):488–498
Gaffo AL (2010) Diagnostic approach to ANCA-associated vasculitides. Rheum Dis Clin North Am 36(3):491–506
Chung SA, Langford CA, Maz M, Abril A, Gorelik M, Guyatt G, Archer AM, Conn DL, Full KA, Grayson PC et al (2021) 2021 American College of Rheumatology/Vasculitis Foundation guideline for the management of antineutrophil cytoplasmic antibody-associated vasculitis. Arthritis Rheumatol (Hoboken, NJ) 73(8):1366–1383
Jennette JC, Falk RJ, Bacon PA, Basu N, Cid MC, Ferrario F, Flores-Suarez LF, Gross WL, Guillevin L, Hagen EC et al (2013) 2012 revised International Chapel Hill Consensus Conference Nomenclature of Vasculitides. Arthritis Rheum 65(1):1–11
Kubaisi B, Abu Samra K, Foster CS (2016) Granulomatosis with polyangiitis (Wegener’s disease): an updated review of ocular disease manifestations. Intractable Rare Dis Res 5(2):61–69
Turk MA, Hayworth JL, Nevskaya T, Pope JE (2021) Ocular manifestations in rheumatoid arthritis, connective tissue disease, and vasculitis: a systematic review and metaanalysis. J Rheumatol 48(1):25–34
Hinojosa-Azaola A, García-Castro A, Juárez-Flores A, Recillas-Gispert C (2019) Clinical significance of ocular manifestations in granulomatosis with polyangiitis: association with sinonasal involvement and damage. Rheumatol Int 39(3):489–495
Perry SR, Rootman J, White VA (1997) The clinical and pathologic constellation of Wegener granulomatosis of the orbit. Ophthalmology 104(4):683–694
Straatsma BR (1957) Ocular manifestations of Wegener’s granulomatosis. Am J Ophthalmol 44(6):789–799
Rothschild PR, Pagnoux C, Seror R, Brézin AP, Delair E, Guillevin L (2013) Ophthalmologic manifestations of systemic necrotizing vasculitides at diagnosis: a retrospective study of 1286 patients and review of the literature. Semin Arthritis Rheum 42(5):507–514
Leavitt RY, Fauci AS, Bloch DA, Michel BA, Hunder GG, Arend WP, Calabrese LH, Fries JF, Lie JT, Lightfoot RW Jr et al (1990) The American College of Rheumatology 1990 criteria for the classification of Wegener’s granulomatosis. Arthritis Rheum 33(8):1101–1107
Masi AT, Hunder GG, Lie JT, Michel BA, Bloch DA, Arend WP, Calabrese LH, Edworthy SM, Fauci AS, Leavitt RY et al (1990) The American College of Rheumatology 1990 criteria for the classification of Churg-Strauss syndrome (allergic granulomatosis and angiitis). Arthritis Rheum 33(8):1094–1100
Jennette JC, Falk RJ, Andrassy K, Bacon PA, Churg J, Gross WL, Hagen EC, Hoffman GS, Hunder GG, Kallenberg CG et al (1994) Nomenclature of systemic vasculitides. proposal of an international consensus conference. Arthritis Rheumatism 37(2):187–192
Shen M-Z, Hong S-D, Wang J, Zhang X-H, Xu L-P, Wang Y, Yan C-H, Chen H, Chen Y-H, Han W et al (2022) A predicted model for refractory/recurrent cytomegalovirus infection in acute leukemia patients after haploidentical hematopoietic stem cell transplantation. Front Cell Infect Microbioly 12:862526
Ungprasert P, Crowson CS, Cartin-Ceba R, Garrity JA, Smith WM, Specks U, Matteson EL, Makol A (2017) Clinical characteristics of inflammatory ocular disease in anti-neutrophil cytoplasmic antibody associated vasculitis: a retrospective cohort study. Rheumatology (Oxford) 56(10):1763–1770
Akpek EK, Thorne JE, Qazi FA, Do DV, Jabs DA (2004) Evaluation of patients with scleritis for systemic disease. Ophthalmology 111(3):501–506
Ntatsaki E, Watts RA, Scott DG (2010) Epidemiology of ANCA-associated vasculitis. Rheum Dis Clin North Am 36(3):447–461
García C, Voorduin S, Pedroza-Seres M (2006) Diagnosis of Wegener’s granulomatosis in patients with ocular inflamatory disease. Gac Med Mex 142(6):477–482
Pérez-JacoisteAsín MA, Charles P, Rothschild PR, Terrier B, Brézin A, Mouthon L, Guillevin L, Puéchal X (2019) Ocular involvement in granulomatosis with polyangiitis: a single-center cohort study on 63 patients. Autoimmun Rev 18(5):493–500
Mei L, Wang L, Yan H (2023) Updates of ocular involvement in granulomatosis with polyangiitis. Graefe’s archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie 261(6):1515–1523
Messmer EM, Foster CS (1999) Vasculitic peripheral ulcerative keratitis. Surv Ophthalmol 43(5):379–396
Tarabishy AB, Schulte M, Papaliodis GN, Hoffman GS (2010) Wegener’s granulomatosis: clinical manifestations, differential diagnosis, and management of ocular and systemic disease. Surv Ophthalmol 55(5):429–444
Takazawa T, Ikeda K, Nagaoka T, Hirayama T, Yamamoto T, Yanagihashi M, Tochikubo T, Iwasaki Y (2014) Wegener granulomatosis-associated optic perineuritis. Orbit 33(1):13–16
Woo TL, Francis IC, Wilcsek GA, Coroneo MT, McNab AA, Sullivan TJ (2001) Australasian orbital and adnexal Wegener’s granulomatosis. Ophthalmology 108(9):1535–1543
Power WJ, Rodriguez A, Neves RA, Lane L, Foster CS (1995) Disease relapse in patients with ocular manifestations of Wegener granulomatosis. Ophthalmology 102(1):154–160
Luqmani RA, Bacon PA, Moots RJ, Janssen BA, Pall A, Emery P, Savage C, Adu D (1994) Birmingham Vasculitis Activity Score (BVAS) in systemic necrotizing vasculitis. QJM : Monthly J Assoc Phys 87(11):671–678
Robson JC, Grayson PC, Ponte C, Suppiah R, Craven A, Judge A, Khalid S, Hutchings A, Watts RA, Merkel PA et al (2022) 2022 American college of rheumatology/European alliance of associations for rheumatology classification criteria for granulomatosis with polyangiitis. Ann Rheum Dis 81(3):315–320
Pearce F, Craven A, Merkel P, Luqmani R, Watts R (2017) Global ethnic and geographic differences in the clinical presentations of anti-neutrophil cytoplasm antibody-associated vasculitis. Rheumatology 56(11):1962–1969
Junek ML, Zhao L, Garner S, Cuthbertson D, Pagnoux C, Koening CL, Langford CA, McAlear CA, Monach PA, Moreland LW et al (2023) Ocular manifestations of ANCA-associated vasculitis. Rheumatology (Oxford) 62(7):2517–2524
Kubal AA, Perez VL (2010) Ocular manifestations of ANCA-associated vasculitis. Rheum Dis Clin North Am 36(3):573–586
Akella SS, Schlachter DM, Black EH, Barmettler A (2019) Ophthalmic eosinophilic granulomatosis with polyangiitis (Churg-Strauss syndrome): a systematic review of the literature. Ophthalmic Plast Reconstr Surg 35(1):7–16
Lin M, Anesi SD, Ma L, Ahmed A, Small K, Foster CS (2018) Characteristics and visual outcome of refractory retinal vasculitis associated with antineutrophil cytoplasm antibody–associated vasculitides. Am J Ophthalmol 187:21–33
Park J, Huh U, Choi HY, Lee S, Han M, Chung S, Kim H (2021) Central retinal artery occlusion in eosinophilic granulomatosis with polyangiitis (Churg-Strauss syndrome): the first case report in South Korea. Int J Ophthalmol 14(6):948–951
Takanashi T, Uchida S, Arita M, Okada M, Kashii S (2001) Orbital inflammatory pseudotumor and ischemic vasculitis in Churg-Strauss syndrome: report of two cases and review of the literature. Ophthalmology 108(6):1129–1133
Ames PR, Margaglione M, Mackie S, Alves JD (2010) Eosinophilia and thrombophilia in churg strauss syndrome: a clinical and pathogenetic overview. Clin Appl Thrombosis/Hemostasis 16(6):628–636
Liu R, Li M, Zhang L, Wang Y, Li W, Liu S (2023) T lymphocyte subsets and immunoglobulin and complement levels are associated with the infection status of patients with antineutrophil cytoplasmic antibody-associated vasculitis. Clin Exp Med 23(6):2877–2884
Novack SN, Pearson CM (1971) Cyclophosphamide therapy in Wegener’s granulomatosis. N Engl J Med 284(17):938–942
Jones RB, Tervaert JW, Hauser T, Luqmani R, Morgan MD, Peh CA, Savage CO, Segelmark M, Tesar V, van Paassen P et al (2010) Rituximab versus cyclophosphamide in ANCA-associated renal vasculitis. N Engl J Med 363(3):211–220
Acknowledgements
The authors thank staff members from the First Affiliated Hospital of Chongqing Medical University and Peking Union Medical College Hospital for their assistance with the information collection.
Funding
This study was supported by the National Natural Science Foundation of China (No. 82271112).
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Shulin Liu designed the study, analyzed the data, and drafted the article. Mei Xu, **nyu Zhao, **gyuan Yang, and Wenfei Zhang collected and organized the data. Youxin Chen provided funds for the research, supervised the study, and guided the writing of article. All authors read and approved the final manuscript.
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Liu, S., Xu, M., Zhao, X. et al. Ocular manifestations in ANCA-associated vasculitis: a comprehensive analysis from Chinese medical centers. Clin Rheumatol (2024). https://doi.org/10.1007/s10067-024-07034-y
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DOI: https://doi.org/10.1007/s10067-024-07034-y