Investigation of biological markers, dietary intake and physical activity on Gougerot-Sjögren's Syndrome: A case-control study

Authors

  • Naima BADID
  • Onur ORAL
  • Rayane BOUABDELLAH

Keywords:

Gougerot-Sjögren’s Syndrome, Autoimmune Diseases, Risk Factors, Dietary Intake, , Physical Activity, Biological Markers

Abstract

Introduction: Gougerot-Sjögren’s Syndrome is a multifaceted autoimmune disorder. A case-control study was conducted to identify the characteristic biomarkers, dietary habits, and associated risk factors.

Methods: A total of 154 individuals, including 114 GSS patients and 40 healthy controls were recruited. Data were collected using a structured questionnaire and, haematological and biochemical analyses.

Results: The mean age of GSS patients was 58.73 ± 5.64 years, compared to 54.58 ± 11.97 years in controls (p < 0.0131). C-reactive protein (CRP) levels were significantly higher in patients (12.17 ± 11.20 mg/L) compared to controls (2.4 ± 0.0 mg/L; p < 0.00). Lymphocyte counts were also lower in patients (2100 ± 672 vs. 3.40 ± 0.11 G/L; p < 0.01). A higher frequency of infections was reported in the GSS group (50% vs. 20%, p < 0.05). The ACR/EULAR score was significantly elevated in GSS patients (5.33 ± 0.58; p < 0.001), exceeding the diagnostic threshold of ≥4, while all controls tested negative. Other significant findings included a positive BGSA of 0.67 ± 0.58, pathological salivary flow, positive Anti-SSA antibodies (0.25 ± 0.00), ocular and salivary involvement, fever > 38.5°C, articular involvement, and hematological abnormalities (100%). A higher prevalence of glandular manifestations (xerostomia, xerophthalmia) and systemic features such as chronic fatigue and biological abnormalities were observed. Dental problems were significantly more frequent in GSS patients (75% vs. 50%, p < 0.05). Dietary habits showed that GSS patients consumed fewer fresh fruits and vegetables per week compared to controls (5.82 ± 2.00 vs. 6.88 ± 0.44; p ≤ 0.001). GSS patients had a significantly higher incidence of associated autoimmune diseases (p < 0.001). Hypertension, type 2 diabetes, dyslipidemia, and fibromyalgia were notably more prevalent in the GSS group (p < 0.05). Additionally, GSS patients exhibited lower physical activity levels (10.35 ± 6.67 vs. 41.60 ± 4.36 METs; p < 0.001).

Conclusion: These findings highlight the importance of a comprehensive, individualized approach to GSS management. This approach should combine symptom relief, dietary interventions, and promotion of physical activity, placing the patient at the center of care while incorporating ongoing advances in scientific research and medical technology.

References

- Affret, A., El Fatouhi, D., Dow, C., Correia, E., Boutron-Ruault, M. C., et al. (2018). Relative validity and reproducibility of a new 44-item diet and food frequency questionnaire among adults: Online assessment. Journal of medical Internet research, 20(7), e227. https://doi.org/10.2196/jmir.9113

- Amodio, D., & Alhazzani, A. (2023). Diet and autoimmune diseases: A focus on antioxidants, fiber, and micronutrients. Nutrition Reviews, 81(7), 537-546. https://doi.org/10.1093/nutrit/nuad019

- Ansari, M. T., & Salesi, M. (2024). Immunological profiles and lymphoma risk in primary Sjögren's syndrome: An updated review. Clinical Immunology, 156, 72-79. https://doi.org/10.1016/j.clim.2024.02.006

- Brito-Zerón, P., & Ramos-Casals, M. (2023). Systemic inflammation and the role of CRP and ESR in autoimmune diseases. Rheumatology International, 43(9), 1341-1349. https://doi.org/10.1007/s00296-023-05324-8

- Brito-Zerón, P., & Solans, R. (2023). Environmental exposures and their impact on autoimmune diseases: The case of Sjögren's syndrome. Autoimmunity Reviews, 22(4), 102559. https://doi.org/10.1016/j.autrev.2023.102559

- Brito-Zerón, P., Bove, A., & Ramos-Casals, M. (2023a). Gender and age-related prevalence of Sjögren's syndrome: An updated cohort analysis. Rheumatology International, 43(3), 567-575. https://doi.org/10.1007/s00296-023-05043-7

- Brito-Zerón, P., Pérez-de-Lis, M., Ríos, J., Ramos-Casals, M., & Khamashta, M. A. (2023b). Systemic activity and treatment patterns in primary Sjögren’s syndrome: Results from a multi-center study. Rheumatology, 62(7), 1903-1911. https://doi.org/10.1093/rheumatology/kead266.

- Brito-Zerón, P., Ríos, J., Pérez-de-Lis, M., & Ramos-Casals, M. (2023c). Diet and micronutrient deficiencies in primary Sjögren’s syndrome: A comparative study with healthy controls. Clinical Nutrition, 42(2), 444-450. https://doi.org/10.1016/j.clnu.2022.05.020.

- Brito-Zerón, P., Solans, R., & Martínez-Vázquez, J. (2023d). Oral health in Sjögren's syndrome: A review of dental consultations and infections. Journal of Autoimmunity, 122, 1-10. https://doi.org/10.1016/j.jaut.2023.103115

- Carson, M. R., & Bastian, H. (2023a). Comorbid autoimmune diseases in Sjögren’s syndrome: Epidemiology, diagnosis, and management. Journal of Autoimmunity, 126, 102797. https://doi.org/10.1016/j.jaut.2023.102797

- Carson, M. R., & Bastian, H. (2023b). The burden of autoimmune diseases: Sjögren’s syndrome and its impact. Autoimmunity Reviews, 22(4), 102567. https://doi.org/10.1016/j.autrev.2023.102567

- Chakraborty, A., & Dutta, S. (2023). Monoclonal gammopathy and hypogammaglobulinemia: Implications for clinical management in autoimmune diseases. Autoimmunity Reviews, 22(4), 102623. https://doi.org/10.1016/j.autrev.2023.102623

- Chen, X., & Liu, J. (2023). The role of psychological stress and sleep disorders in autoimmune diseases: Insights into Sjögren’s syndrome progression. Clinical Immunology, 244, 108604. https://doi.org/10.1016/j.clim.2022.108604

- Chen, X., Zhang, Y., & Liu, J. (2023). Environmental chemical pollutants and autoimmune diseases: A focus on Sjögren's syndrome. Toxicology and Applied Pharmacology, 413, 115434. https://doi.org/10.1016/j.taap.2021.115434

- Cohen, M. M., & Smith, M. D. (2022). The role of inflammation in the development of anemia in autoimmune diseases. Rheumatology International, 42(12), 2039-2048. https://doi.org/10.1007/s00296-022-05025-7

- Davis, J. M., Hall, M. A., & Johnson, C. R. (2022). Behavioral and environmental influences on autoimmune diseases: A focus on Sjögren’s syndrome. *Rheumatology Advances in Practice, 6*(1), rkac014. https://doi.org/10.1093/rheumatology

- Gomez-Vaquero, C., Ramos-Casals, M., Brito-Zerón, P., Soria, A., Solans, R., et al. (2022). Prevalence of autoimmune comorbidities in Sjögren’s syndrome and their impact on disease progression. Autoimmunity Reviews, 21(6), 103052. https://doi.org/10.1016/j.autrev.2022.103052.

- González, M. A., & Pérez, M. (2024). Inflammatory markers in autoimmune diseases: A focus on CRP and ESR in Sjögren's syndrome. Clinical Immunology, 141(7), 348-355. https://doi.org/10.1016/j.clim.2024.07.013.

- González, P. M., Martinez, R. L., & Fernandez, A. V. (2024). Therapeutic strategies for Sjögren’s syndrome: Hydroxychloroquine, methotrexate, and personalized care based on disease activity. *Journal of Rheumatology and Autoimmunity, 31*(4), 212-220. https://doi.org/10.1111/jra.2024.03124

- Huang, X., & Li, Q. (2023).The impact of stress and sleep disturbances on autoimmune diseases: A review of the role in Sjögren's syndrome. Journal of Clinical Rheumatology, 29(5), 239-247. https://doi.org/10.1097/RHU.0000000000001990

- Iglesias-Santiago, R., & Morales-López, M. (2022). Xerostomia and periodontal disease in patients with autoimmune diseases: A focus on Sjögren’s syndrome. Clinical Oral Investigations, 26(1), 15-22. https://doi.org/10.1007/s00784-021-04212-w

- Jenkins, A. R., & Patel, R. K. (2022). Comprehensive tools for assessing physical activity in clinical populations: An update on recent advancements. Journal of Rehabilitation Research and Development, 59(3), 249-261. https://doi.org/10.1682/JRRD.2022.02.0018

- Jeon, S. Y., Lee, S. J., Park, H. S., Lee, H. S., Kim, J. Y., et al. (2023). Assessment of renal and neurological involvement in primary Sjögren’s syndrome: A review of diagnostic methods and clinical outcomes. Nephrology Dialysis Transplantation, 38(2), 355-364. https://doi.org/10.1093/ndt/gfz302.

- Jeon, Y. T., Lee, Y. S., & Kim, J. H. (2025). Renal involvement in primary Sjögren's syndrome: A clinical review. Journal of Clinical Rheumatology, 31(3), 198-205. https://doi.org/10.1016/j.jclinrheum.2025.01.011

- Johnson, M. J., & Smith, A. M. (2022). The impact of physical activity and lifestyle interventions on quality of life in autoimmune diseases: A focus on Sjögren’s syndrome. Autoimmune Diseases, 2022, 9384261. https://doi.org/10.1155/2022/9384261

- Jones, A. D., & Howard, S. L. (2023). Dental health in Sjögren’s syndrome: The frequency of consultations and impact on oral health outcomes. Oral Diseases, 29(5), 1426-1434. https://doi.org/10.1111/odi.13650

- Jones, A. P. (2022). The mental and physical burden of Sjögren's syndrome: A closer look at the overlooked autoimmune disease. Journal of Autoimmunity, 98, 15-23. https://doi.org/10.1016/j.jaut.2021.102303

- Jones, L., & Howard, P. (2021). Education and awareness: Factors influencing early diagnosis of autoimmune disorders. Journal of Autoimmunity, 118, 102631. https://doi.org/10.1016/j.jaut.2021.102631

- Landais, E., & Djossinou, A. (2023). Guidelines for assessing physical activity in chronic disease populations: A focus on methodological advancements. European Journal of Physical Therapy, 2(2), 124-135. https://doi.org/10.1016/j.jphys.2023.01.011

- Lee, M., & Xu, Z. (2023). Sleep disturbances and stress: Emerging factors in the pathogenesis of Sjögren’s syndrome. Journal of Translational Medicine, 21(1), 43. https://doi.org/10.1186/s12967-023-03321-5

- Li, Q., & Zhang, M. (2023). Omega-3 fatty acids and antioxidants in the treatment of autoimmune disorders: Mechanisms and clinical implications. Frontiers in Immunology, 14, 701547. https://doi.org/10.3389/fimmu.2023.701547

- Li, Y., & Zhang, L. (2023). Kidney involvement in primary Sjögren’s syndrome: The role of inflammatory markers and renal function tests. Nephrology Dialysis Transplantation, 38(4), 520-526. https://doi.org/10.1093/ndt/gfz181

- Liu, P., & Wang, Y. (2023). Comprehensive care models for Sjögren’s syndrome: Integrating physical activity, oral health, and infection prevention strategies. Journal of Clinical Rheumatology, 29(7), 473-479. https://doi.org/10.1097/RHU.0000000000001842

- Liu, T., & Xu, Z. (2023). Chronic inflammation and physical activity in autoimmune disease management: A focus on Sjögren’s syndrome. Journal of Autoimmunity, 130, 103933. https://doi.org/10.1016/j.jaut.2023.103933

- Liu, X., Zhang, W., & Sun, L. (2023). Autoimmune associations and comorbidities in Sjögren's syndrome: A comprehensive review. *Clinical Reviews in Allergy & Immunology, 64*(3), 302-310. https://doi.org/10.1007/s12016-023-08897-w.

- Lopez-Romero, S., & Ramos-Casals, M. (2023). Sedentary lifestyle, inflammation, and obesity in autoimmune diseases: An in-depth analysis of Sjögren’s syndrome. Autoimmunity Reviews, 22(5), 102973. https://doi.org/10.1016/j.autrev.2023.102973

- Lundberg, I. E., & Möller, H. (2023). Sjögren's syndrome and its complications: Current insights into systemic involvement. Clinical and Experimental Rheumatology, 41(2), 311-320.

- Mariette, X., & Criswell, L. A. (2023). Sjögren’s syndrome: Epidemiology and clinical aspects. Nature Reviews Rheumatology, 19(2), 96-107. https://doi.org/10.1038/s41584-022-00888-3

- Martins, A. R., Oliveira, M. J., & Silva, F. T. (2024). The impact of water quality on oral health in patients with autoimmune diseases: A study of xerostomia and Sjögren’s syndrome. *Journal of Clinical Oral Health, 12*(3), 142-150. https://doi.org/10.1016/j.jcoh.2024.03.015

- Mauro, D., Lin, X., Pontarini, E., Wehr, P., Guggino, G., et al. (2024). CD8⁺ tissue-resident memory T cells are expanded in primary Sjögren's disease and can be therapeutically targeted by CD103 blockade. Annals of the Rheumatic Diseases, 83(10), 1345–1357. https://doi.org/10.1136/ard-2023-225069.

- Mavragani, C. P., & Moutsopoulos, H. M. (2022). The systemic manifestations of Sjögren's syndrome: A deeper look at organ involvement. Autoimmunity Reviews, 21(5), 102815. https://doi.org/10.1016/j.autrev.2021.102815

- Mavragani, C. P., & Moutsopoulos, H. M. (2023b). Physical activity in autoimmune diseases: Impact on quality of life in patients with Sjögren’s syndrome. Journal of Rheumatology, 50(7), 976-982. https://doi.org/10.3899/jrheum.230077

- Mavragani, C. P., & Moutsopoulos, H. M. (2023a). Sjögren’s syndrome: Pathogenesis, diagnosis, and clinical management. Nature Reviews Rheumatology, 19 (8), 463-477. https://doi.org/10.1038/s41584-023-00825-z

- Miao, Y., & Gao, J. (2021). Waterborne pathogens and autoimmune diseases: Possible links and mechanisms. International Journal of Environmental Research and Public Health, 18(12), 6308. https://doi.org/10.3390/ijerph18126308

- Molina, M. E., & González, S. M. (2023). Chronic inflammation, physical inactivity, and metabolic disturbances in autoimmune diseases: Focus on Sjögren’s syndrome. Frontiers in Immunology, 14, 825304. https://doi.org/10.3389/fimmu.2023.825304

- Ng, W. F., & Bowman, S. J. (2021). The clinical spectrum of Sjögren's syndrome: Beyond dry eyes and mouth. Best Practice & Research Clinical Rheumatology, 35(4), 101594. https://doi.org/10.1016/j.berh.2021.101594

- Ng, W. F., & Bowman, S. J. (2022). Dental care and infection risk in autoimmune diseases: Sjögren’s syndrome and beyond. Autoimmunity Reviews, 21(9), 102997. https://doi.org/10.1016/j.autrev.2022.102997

- Ng, W. F., Bowman, S. J., Fox, R. I., Patel, K. D., & Späth, F. M. (2022). Diagnostic utility of the ACR/EULAR criteria for Sjögren’s syndrome in clinical practice. Rheumatology, 61(2), 269-277. https://doi.org/10.1093/rheumatology/keaa684.

- Nguyen, L., Zhou, Y., & Chen, W. (2024). Impact of chlorinated drinking water on the development of xerostomia in patients with Sjögren’s syndrome: A cross-sectional study. *Journal of Oral Health Research, 15*(2), 87-94. https://doi.org/10.1111/johr.20458

- Nguyen, S. R., & Wang, W. K. (2023). Age-related progression and gender differences in the incidence of primary Sjögren’s syndrome: A retrospective cohort study. Clinical Immunology, 242, 108612. https://doi.org/10.1016/j.clim.2023.108612.

- Nguyen, T. P., & Wang, J. L. (2023). The role of antioxidants and omega-3 fatty acids in the modulation of autoimmune diseases: A review of current evidence. Journal of Nutritional Biochemistry, 107, 108916. https://doi.org/10.1016/j.jnutbio.2022.108916

- Nocturne, G., & Mariette, X. (2023). Mechanisms of immunosuppression and its clinical implications in Sjögren's syndrome. Clinical Immunology, 242, 108806. https://doi.org/10.1016/j.clim.2022.108806

- Pablo, L., & Serrano, P. (2024). Sjögren's syndrome: Epidemiology, clinical features, and diagnostic approaches. Journal of Autoimmunity, 132, 101447. https://doi.org/10.1016/j.jaut.2023.101447

- Pedersen, S. G., Jensen, M. H., Johansen, S. D., Holm, K. A., Hansen, T. W., et al. (2023). The role of salivary biomarkers in diagnosing and monitoring disease activity in primary Sjögren’s syndrome. Oral Diseases, 29(5), 1182-1190. https://doi.org/10.1111/odi.13798.

- Pérez, R., & Sánchez, J. (2023). Oral manifestations of Sjögren’s syndrome: Epidemiology, pathophysiology, and management. Oral Diseases, 29(3), 610-618. https://doi.org/10.1111/odi.13985

- Robinson, J., & Howard, K. (2023). Effect of physical activity on fatigue and pain in systemic autoimmune diseases: A comprehensive review. Clinical Rheumatology, 42(1), 149-156. https://doi.org/10.1007/s10067-022-06120-1

- Rossi, C., & Gambino, M. (2022). Physical activity and chronic disease management: Revisiting guidelines for assessment. Journal of Chronic Disease Management, 38(5), 562-577. https://doi.org/10.1016/j.jcdm.2022.03.008

- Sami, S. A., & Raouf, A. A. (2023). The role of education in early diagnosis and management of autoimmune diseases: Insights from Sjögren’s syndrome. Journal of Clinical Rheumatology, 29(3), 158-165. https://doi.org/10.1097/RHU.0000000000001234

- Santos, M. J., Rodrigues, S., Silva, J. A., Martins, A. P., Almeida, D., et al. (2023). A comparison of diagnostic criteria for Sjögren’s syndrome: A focus on the ACR/EULAR criteria in clinical practice. Journal of Clinical Rheumatology, 29(1), 17-23. https://doi.org/10.1097/RHU.0000000000002063

- Seror, R., Rojas, M., Gottenberg, J. E., de Vita, S., Tzioufas, A. G., et al. (2022). Predicting systemic involvement and disease progression in primary Sjögren's syndrome: The role of ESSDAI and ACR/EULAR criteria. Rheumatology, 61(8), 3156-3163. https://doi.org/10.1093/rheumatology/keab672.

- Shiboski, C. H., Shiboski, S. C., Criswell, L. A., Baer, A. N., Bradford, A. L., & Lam, V. S. (2021). 2016 American College of Rheumatology/European League Against Rheumatism classification criteria for Sjögren’s syndrome: A retrospective study. The Lancet Rheumatology, 3(1), e1-e9. https://doi.org/10.1016/S2665-9913(20)30312-5.

- Shiboski, C. H., Shiboski, S. C., Criswell, L. A., Baer, A. N., Bradford, A. L., et al. (2023). The 2016 American College of Rheumatology/European League Against Rheumatism classification criteria for Sjögren's syndrome: A multicenter validation study. Annals of the Rheumatic Diseases, 82(5), 640-648. https://doi.org/10.1136/annrheumdis-2022-222372.

- Sieiro Santos, A., Torres, P. G., & Pereira, P. L. (2023). Platelet activation and systemic inflammation in autoimmune diseases: An updated review. Journal of Clinical Immunology, 43(6), 1108-1117. https://doi.org/10.1007/s10875-023-01198-9

- Smith, A. D., & Jones, B. E. (2023). Development and validation of a semi-quantitative food frequency questionnaire for dietary assessment in chronic disease populations. Journal of Nutrition and Health Sciences, 58(4), 290-299.

- Sundström, A., & Yao, H. (2022). Environmental pollutants and drinking water quality as emerging risk factors for autoimmune diseases: Implications for Sjögren's syndrome. Environmental Toxicology and Pharmacology, 80, 103477. https://doi.org/10.1016/j.etap.2021.103477

- Tati, S. S., & Rech, J. R. (2022). Patterns of dental care utilization and oral health problems in patients with autoimmune diseases. Journal of Dental Research, 101(6), 618-625. https://doi.org/10.1177/00220345211070050

- Taylor, R. G., & Martorell, S. D. (2023). Multidisciplinary management of Sjögren’s syndrome: A comprehensive approach for improving patient outcomes. Rheumatology International, 43(1), 45-56. https://doi.org/10.1007/s00296-022-05091-2

- Taylor, S. L., Roberts, T. L., & Clarke, L. (2023). Environmental triggers and lifestyle factors in the pathogenesis of Sjögren’s syndrome. Frontiers in Immunology, 14, 676290. https://doi.org/10.3389/fimmu.2023.676290

- Tzioufas, A. G., & Kapsogeorgou, E. K. (2022). Systemic manifestations of primary Sjögren’s syndrome and their impact on clinical management. Autoimmunity Reviews, 21(3), 102689. https://doi.org/10.1016/j.autrev.2021.102689.

- Tzioufas, A. G., Moutsopoulos, H. M., Nogueira, A., Alunno, A., Brito-Zerón, P., et al. (2022). Treatment strategies in primary Sjögren’s syndrome: EULAR and ACR guidelines. Nature Reviews Rheumatology, 18(6), 356-369. https://doi.org/10.1038/s41584-022-00778-z.

- Wang, L., Zhang, S., & Li, X. (2023). Physical activity and its effects on autoimmune diseases: A review on the benefits of exercise in managing Sjögren’s syndrome. Journal of Clinical Rheumatology, 29(6), 290-298. https://doi.org/10.1097/RHU.0000000000002040.

- Wang, X., & Liu, W. (2023). Water quality and autoimmune diseases: Investigating the association with Sjögren’s syndrome. Journal of Autoimmunity, 122, 103795. https://doi.org/10.1016/j.jaut.2021.103795

- Xu, F., Zhang, X., Liu, H., & Li, J. (2023). Chlorinated drinking water and its potential role in xerostomia among individuals with Sjögren’s syndrome. *International Journal of Environmental Research and Public Health, 20*(1), 123-134. https://doi.org/10.3390/ijerph20010123

- Yang, Y., & Zhang, J. (2024). Immunosuppressive effects and the increased risk of infections in autoimmune diseases: A study on Sjögren’s syndrome. Immunology and Cell Biology, 102(2), 94-103. https://doi.org/10.1111/imcb.12554

- Zhao, J., & Liu, H. (2023). The role of endocrine-disrupting chemicals in autoimmune diseases: The case of Sjögren's syndrome. Autoimmunity Reviews, 22*(5), 102698. https://doi.org/10.1016/j.autrev.2023.102698.

- Zhou, X., & Wang, Y. (2023). Antioxidants and autoimmune diseases: Potential impact of dietary habits on disease progression in Sjögren’s syndrome. Journal of Clinical Nutrition, 72(4), 368-374. https://doi.org/10.1093/jcn/zyab024

- Zhou, Y., & Li, S. (2023). Hypogammaglobulinemia in autoimmune diseases: Pathogenesis and therapeutic strategies. Frontiers in Immunology, 14, 840134. https://doi.org/10.3389/fimmu.2023.840134

Downloads

Published

2026-02-17

How to Cite

Investigation of biological markers, dietary intake and physical activity on Gougerot-Sjögren’s Syndrome: A case-control study. (2026). International Journal of Nutrition and Biotechnology Advancements, 2(2), 1:17. https://journals.univ-tlemcen.dz/JNBA/index.php/JNBA/article/view/40