Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Article
  • Published:

Plasma metabolomics reveals distinct metabolic alterations and biomarkers of disease activity in HLA-B27-positive acute anterior uveitis

Abstract

HLA-B27 positivity is strongly associated with acute anterior uveitis (AAU). This study investigated HLA-B27-dependent metabolic alterations in AAU and identified potential biomarkers of disease activity using plasma metabolomics. Untargeted and targeted metabolomics were employed to compare plasma metabolic profiles of HLA-B27-positive and negative patients. Distinct metabolic signatures, characterised by significant alterations in pyruvic acid and L-kynurenine, were identified in HLA-B27-positive individuals compared to HLA-B27-negative individuals. Furthermore, citric acid levels in these HLA-B27-positive patients correlated significantly with disease activity, particularly in those not receiving systemic medication. Pathway analysis revealed significant differences between HLA-B27-positive and negative patients in several key metabolic pathways, including the citrate cycle, tryptophan metabolism, pyruvate metabolism, and glycolysis/gluconeogenesis. A diagnostic model with citric acid alongside C-reactive protein (CRP) and erythrocyte sedimentation rate (ESR) demonstrated improved performance in predicting disease activity compared to a model utilising CRP and ESR alone (AUC: 0.727 vs. 0.713 and 0.674 vs. 0.670 in the untargeted and targeted cohorts, respectively). These findings offer insights into the metabolic dysregulation associated with HLA-B27-positive AAU and suggest that citric acid may be a potential biomarker for assessing disease activity, warranting further validation.

This is a preview of subscription content, access via your institution

Access options

Buy this article

USD 39.95

Prices may be subject to local taxes which are calculated during checkout

Fig. 1: HLA-B27-dependent metabolic differences in discovery and validation cohorts.
Fig. 2: Pyruvic acid and L-Kynurenine are consistently altered in HLA-B27-Positive AAU.
Fig. 3: Association of pyruvic acid and L-kynurenine with ocular inflammation in HLA-B27-positive AAU patients stratified by systemic medication and disease activity.
Fig. 4: Citric acid levels and metabolic pathway analysis in HLA-B27-positive AAU.
Fig. 5: Correlation of citric acid with anterior chamber cell count and diagnostic model performance.

Similar content being viewed by others

Data availability

The clinical datasets supporting this study are restricted due to ethical and legal constraints. However, qualified researchers affiliated with academic institutions may apply for access by contacting corresponding author. Data release is subject to proposal approval by the management committee and the execution of a formal data access agreement.

References

  1. Sobrin L, Pistilli M, Dreger K, Kothari S, Khachatryan N, Artornsombudh P, et al. Factors predictive of remission of chronic anterior uveitis. Ophthalmology. 2020;127:826–34.

    Article  PubMed  Google Scholar 

  2. Monnet D, Breban M, Hudry C, Dougados M, Brezin AP. Ophthalmic findings and frequency of extraocular manifestations in patients with HLA-B27 uveitis: a study of 175 cases. Ophthalmology. 2004;111:802–9.

    Article  PubMed  Google Scholar 

  3. Yang P, Wan W, Du L, Zhou Q, Qi J, Liang L, et al. Clinical features of HLA-B27-positive acute anterior uveitis with or without ankylosing spondylitis in a Chinese cohort. Br J Ophthalmol. 2018;102:215–9.

    Article  PubMed  Google Scholar 

  4. Rosenbaum JT, Asquith M. The microbiome and HLA-B27-associated acute anterior uveitis. Nat Rev Rheumatol. 2018;14:704–13.

    Article  PubMed  PubMed Central  Google Scholar 

  5. Britanova OV, Lupyr KR, Staroverov DB, Shagina IA, Aleksandrov AA, Ustyugov YY, et al. Targeted depletion of TRBV9(+) T cells as immunotherapy in a patient with ankylosing spondylitis. Nat Med. 2023;29:2731–6.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. Yang X, Garner LI, Zvyagin IV, Paley MA, Komech EA, Jude KM, et al. Autoimmunity-associated T cell receptors recognize HLA-B*27-bound peptides. Nature. 2022;612:771–7.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  7. Paley MA, Yang X, Hassman LM, Penkava F, Garner LI, Paley GL, et al. Mucosal signatures of pathogenic T cells in HLA-B*27+ anterior uveitis and axial spondyloarthritis. JCI Insight. 2024;9:e174776.

  8. Parthasarathy R, Santiago F, McCluskey P, Kaakoush NO, Tedla N, Wakefield D. The microbiome in HLA-B27-associated disease: implications for acute anterior uveitis and recommendations for future studies. Trends Microbiol. 2023;31:142–58.

    Article  CAS  PubMed  Google Scholar 

  9. Essex, Rios M, Rodriguez V, Rademacher J, Proft F, Löber U, et al. Shared and distinct gut microbiota in spondyloarthritis, acute anterior uveitis, and Crohn’s disease. Arthritis Rheumatol. 2023;76:48–58.

    Article  PubMed  Google Scholar 

  10. Morandi SC, Herzog EL, Munk M, Kreuzer M, Largiadèr CR, Wolf S, et al. The gut microbiome and HLA-B27-associated anterior uveitis: a case-control study. J Neuroinflamm. 2024;21:120.

  11. Huang X, Ye Z, Cao Q, Su G, Wang Q, Deng J, et al. Gut microbiota composition and fecal metabolic phenotype in patients with acute anterior uveitis. Investig Ophthalmol Vis Sci. 2018;59:1523–31.

    Article  CAS  Google Scholar 

  12. Wang W, Yang GJ, Zhang J, Chen C, Jia ZY, Li J, et al. Plasma, urine and ligament tissue metabolite profiling reveals potential biomarkers of ankylosing spondylitis using NMR-based metabolic profiles. Arthritis Res Ther. 2016;18:244.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Zheng W, Wu X, Goudarzi M, Shi J, Song W, Li C, et al. Metabolomic alterations associated with Behçet’s disease. Arthritis Res Ther. 2018;20:214.

  14. Jabs DA, Nussenblatt RB, Rosenbaum JT, Standardization of Uveitis Nomenclature Working G. Standardization of uveitis nomenclature for reporting clinical data. Results of the First International Workshop. Am J Ophthalmol. 2005;140:509–16.

    Article  PubMed  PubMed Central  Google Scholar 

  15. Salek RM, Steinbeck C, Viant MR, Goodacre R, Dunn WB. The role of reporting standards for metabolite annotation and identification in metabolomic studies. Gigascience. 2013;2:13.

    Article  PubMed  PubMed Central  Google Scholar 

  16. Xie G, Wang L, Chen T, Zhou K, Zhang Z, Li J, et al. A metabolite array technology for precision medicine. Anal Chem. 2021;93:5709–17.

    Article  CAS  PubMed  Google Scholar 

  17. Brodie JT, Thotathil AZ, Jordan CA, Sims J, Niederer RL. Risk of recurrence in acute anterior uveitis. Ophthalmology. 2024;131:1281-1289.

  18. Verhagen FH, Stigter ECA, Pras-Raves ML, Burgering BMT, Imhof SM, Radstake TRDJ, et al. Aqueous humor analysis identifies higher branched chain amino acid metabolism as a marker for human leukocyte antigen-B27 acute anterior uveitis and disease activity. Am J Ophthalmol. 2019;198:97–110.

    Article  CAS  PubMed  Google Scholar 

  19. Eryavuz Onmaz D, Sivrikaya A, Isik K, Abusoglu S, Albayrak Gezer I, Humeyra Yerlikaya F, et al. Altered kynurenine pathway metabolism in patients with ankylosing spondylitis. Int Immunopharmacol. 2021;99:108018.

  20. Witoszyńska-Sobkowiak J, Sikorska D, Rutkowski R, Niklas K, Żychowska I, Samborski W. Treatment of ankylosing spondylitis with TNFα inhibitors does not affect serum levels of tryptophan metabolites. Inflammopharmacology. 2023;31:2393–400.

    Article  PubMed  PubMed Central  Google Scholar 

  21. Nikolaus S, Schulte B, Al-Massad N, Thieme F, Schulte DM, Bethge J, et al. Increased tryptophan metabolism is associated with activity of inflammatory bowel diseases. Gastroenterology. 2017;153:1504–16.e2.

    Article  CAS  PubMed  Google Scholar 

  22. Platten M, Nollen EAA, Röhrig UF, Fallarino F, Opitz CA. Tryptophan metabolism as a common therapeutic target in cancer, neurodegeneration and beyond. Nat Rev Drug Discov. 2019;18:379–401.

    Article  CAS  PubMed  Google Scholar 

  23. Sen R, Kim E, Napier RJ, Cheng E, Fernandez A, Manning ES, et al. Neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio as biomarkers in axial spondyloarthritis: observational studies from the program to understand the longterm outcomes in spondyloarthritis registry. Arthritis Rheumatol. 2023;75:232–41.

    Article  CAS  PubMed  Google Scholar 

  24. Lee EK, Lee S-Y, Kim BH, Park UC, Yu HG. Visual prognostic value of neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio in BehÇet Uveitis. Retina. 2022;42:1189–98.

    Article  CAS  PubMed  Google Scholar 

  25. Ozgonul C, Sertoglu E, Ayyildiz O, Mumcuoglu T, Kucukevcilioglu M, Gokce G, Durukan AH. Novel biomarkers for patients with idiopathic acute anterior uveitis: neutrophil to lymphocyte ratio and platelet to lymphocyte ratio. Int J Ophthalmol. 2017;10:262.

  26. Yildiz Balci S, Turan-Vural E, Turkyilmaz O, Esen F, Aksaray S. Complete blood count parameters and neutrophil-to-lymphocyte ratio values as markers for differentiation between systemic infectious and non-infectious uveitis. Int Ophthalmol. 2020;40:3033–41.

    Article  PubMed  Google Scholar 

  27. Kim M, Park Y-G, Park Y-H. C-reactive protein/albumin ratio as an indicator of disease activity in Behçet’s disease and human leukocyte antigen-B27-associated uveitis. Graefe’s Arch Clin Exp Ophthalmol. 2021;259:1985–92.

    Article  CAS  Google Scholar 

  28. Grumet P, Kodjikian L, de Parisot A, Errera M-H, Sedira N, Heron E, et al. Contribution of diagnostic tests for the etiological assessment of uveitis, data from the ULISSE study (Uveitis: Clinical and medicoeconomic evaluation of a standardized strategy of the etiological diagnosis). Autoimmun Rev. 2018;17:331–43.

    Article  PubMed  Google Scholar 

  29. Gargaro M, Scalisi G, Manni G, Briseño CG, Bagadia P, Durai V, et al. Indoleamine 2,3-dioxygenase 1 activation in mature cDC1 promotes tolerogenic education of inflammatory cDC2 via metabolic communication. Immunity. 2022;55:1032–50.e14.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  30. Zhang L, Ma J, Takeuchi M, Usui Y, Hattori T, Okunuki Y, et al. Suppression of experimental autoimmune uveoretinitis by inducing differentiation of regulatory T cells via activation of aryl hydrocarbon receptor. Investig Opthalmol Vis Sci. 2010;51:2109–17.

  31. Nugent LF, Shi G, Vistica BP, Ogbeifun O, Hinshaw SJH, Gery I. ITE, A Novel Endogenous Nontoxic Aryl Hydrocarbon Receptor Ligand, Efficiently Suppresses EAU and T-Cell–Mediated Immunity. Investigative Opthalmology & Visual Science. 2013;54.

  32. Huang Y, He J, Liang H, Hu K, Jiang S, Yang L, et al. Aryl Hydrocarbon receptor regulates apoptosis and inflammation in a murine model of experimental autoimmune uveitis. Front Immunol. 2018;9:1713.

  33. Angiari S, Runtsch MC, Sutton CE, Palsson-McDermott EM, Kelly B, Rana N, et al. Pharmacological activation of pyruvate kinase M2 Inhibits CD4(+) T cell pathogenicity and suppresses autoimmunity. Cell Metab. 2020;31:391–405.e8.

    Article  CAS  PubMed  Google Scholar 

  34. Liu Z, Xu J, Li H, Shu J, Su G, Zhou C, et al. PD-1 Targeted nanoparticles inhibit activated T cells and alleviate autoimmunity via suppression of cellular energy metabolism mediated by PKM2. Int J Nanomed. 2022;17:1711–24.

    Article  CAS  Google Scholar 

Download references

Funding

Supported by 82025009, 80220071 from The National Natural Science Foundation of China.

Author information

Authors and Affiliations

Authors

Contributions

XZ, JD, JQ, and YW contributed to the design of the clinical cohorts. KW, XJ, BX, MD, YT, RC, HW, DL, XG, and RL contributed to the collection of blood samples and clinical information. KW and XJ performed data analyses. XZ and JD contributed to statistical guidance and review. KW and XJ wrote the manuscript. XZ and JD guided the study and approved the final version.

Corresponding author

Correspondence to Xiangtian Zhou.

Ethics declarations

Competing interests

The authors declare no competing interests.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Wang, K., Ji, X., Xie, B. et al. Plasma metabolomics reveals distinct metabolic alterations and biomarkers of disease activity in HLA-B27-positive acute anterior uveitis. Eye (2026). https://doi.org/10.1038/s41433-026-04307-5

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Version of record:

  • DOI: https://doi.org/10.1038/s41433-026-04307-5

Search

Quick links