Mapping theme trends and knowledge structure of Sjögren's syndrome (SS), a bibliometric analysis from 2010 to 2021
- PMID: 35567664
- DOI: 10.1007/s10067-022-06196-x
Mapping theme trends and knowledge structure of Sjögren's syndrome (SS), a bibliometric analysis from 2010 to 2021
Abstract
Background: Sjögren's syndrome is an autoimmune disease with a complicated pathophysiology, and treatment strategies are in desperate need of improvement. In this research, we provide the literature topic trends and knowledge structure connected to Sjögren's syndrome from the perspective of bibliometrics for further research.
Methods: We acquired 3753 publications from the PubMed database and 3880 catalogs from the Web of Science Core Collection, with a time limit of 2010 to 2021 and the search term as "Sjögren's syndrome." Using the VOSviewer and bibliographic item co-occurrence matrix generator, we conducted cocited analysis, extracted major MeSH terms, generated matrices and performed biclustering analysis, visual matrix, drawn strategy diagram, and social network analysis.
Results: Through the clustering of the major MeSH terms, a total of five categories and 10 research topics were identified. Cocitation analysis suggests that diagnosis and clinical manifestations have been the main basis over the past 12 years and also are the mature content in the first quadrant of the strategy map. Ultrasonography, immunosuppressive agents and therapy, mechanism and therapeutic targets, and diagnostic autoantibodies are examples of the third quadrant, which wields great potential to progress. Genetic predisposition and psychology, in the fourth quadrant, need to be developed additionally. The subject keywords near the network's edge, such as "Salivary Glands, Minor/pathology," "Immunosuppressive Agents/therapeutic use," and "Autoantibodies/blood," are all growing research hotspots with much space, according to social network analysis.
Conclusion: Through bibliometric analysis of the literature related to Sjögren's syndrome in the past 12 years, we obtained the knowledge basis, undeveloped topics, and emerging hotspots, which can suggest recommendations for future research. Key Points • We disclosed the topic trends and knowledge structure of Sjögren's syndrome literature over the past 12 years. • Clinical manifestations and diagnosis of Sjögren syndrome are included in mature and comprehensive studies, whereas ultrasonography, immunosuppressants and treatments, mechanisms and therapeutic targets, and diagnostic autoantibodies are studies with high potential for advancement. Additional research in genetics and psychology is needed. • We identified potential future research hotspots, including "Salivary Glands, Minor/pathology," "Immunosuppressive Agents/therapeutic use," and "Autoantibodies/blood."
Keywords: Biclustering analysis; Cocited analysis; Coword analysis; Hot research topics; Sjögren’s syndrome; Social network analysis; Strategic diagram.
© 2022. The Author(s), under exclusive licence to International League of Associations for Rheumatology (ILAR).
Similar articles
-
Mapping themes, trends, and knowledge structure of Behcet syndrome: a bibliometric analysis from 2010 to 2021.Biotechnol Genet Eng Rev. 2024 Dec;40(4):4215-4237. doi: 10.1080/02648725.2023.2208452. Epub 2023 May 5. Biotechnol Genet Eng Rev. 2024. PMID: 37144667 Review.
-
Mapping the research on Sjögren's syndrome-related dry eye disease: a bibliometric network analysis of the past 20 years.Int Ophthalmol. 2023 Sep;43(9):3115-3130. doi: 10.1007/s10792-023-02711-4. Epub 2023 May 3. Int Ophthalmol. 2023. PMID: 37133578
-
[Vasculopathy in Sjögren's syndrome].Z Rheumatol. 2009 Jun;68(4):305-11. doi: 10.1007/s00393-008-0400-8. Z Rheumatol. 2009. PMID: 19357858 Review. German.
-
[Sjögren's syndrome].Z Rheumatol. 2014 Feb;73(1):49-61. doi: 10.1007/s00393-013-1313-8. Z Rheumatol. 2014. PMID: 24554256 German.
-
Research on primary Sjögren's syndrome in 2004-2021: a Web of Science-based cross-sectional bibliometric analysis.Rheumatol Int. 2022 Dec;42(12):2221-2229. doi: 10.1007/s00296-022-05138-9. Epub 2022 May 10. Rheumatol Int. 2022. PMID: 35536378
Cited by
-
Research hotspots and emerging trends in the treatment of Sjogren's syndrome: A bibliometric analysis from 1900 to 2022.Heliyon. 2023 Dec 12;10(1):e23216. doi: 10.1016/j.heliyon.2023.e23216. eCollection 2024 Jan 15. Heliyon. 2023. PMID: 38187243 Free PMC article.
-
Research trends and frontiers on antiphospholipid syndrome: A 10-year bibliometric analysis (2012-2021).Front Pharmacol. 2022 Nov 1;13:1035229. doi: 10.3389/fphar.2022.1035229. eCollection 2022. Front Pharmacol. 2022. PMID: 36386238 Free PMC article.
-
A bibliometric analysis of idiopathic inflammatory myopathies from 1982 to 2021.Clin Rheumatol. 2023 Mar;42(3):807-816. doi: 10.1007/s10067-022-06437-z. Epub 2022 Nov 11. Clin Rheumatol. 2023. PMID: 36369403
References
-
- Shiboski SC, Shiboski CH, Criswell LA et al (2012) American College of Rheumatology classification criteria for Sjögren’s syndrome: a data-driven, expert consensus approach in the Sjögren’s International Collaborative Clinical Alliance cohort [J]. Arthritis Care Res (Hoboken) 64(4):475–487 - DOI
-
- Brito-Zeron P, Baldini C, Bootsma H et al (2016) Sjogren syndrome [J]. Nat Rev Dis Primers 2
-
- Zhao F, Du F, Shi D et al (2019) Mapping research trends of retinal vein occlusion from 2009 to 2018: a bibliometric analysis [J]. PeerJ:7e7603
-
- Wei W-J, Shi B, Guan X et al (2019) Mapping theme trends and knowledge structures for human neural stem cells: a quantitative and co-word biclustering analysis for the 2013-2018 period [J]. Neural Regen Res 14(10):1823–1832 - DOI
-
- Zhao F, Shi B, Liu R et al (2018) Theme trends and knowledge structure on choroidal neovascularization: a quantitative and co-word analysis [J]. BMC Ophthalmol 18(1):86 - DOI
MeSH terms
Substances
Grants and funding
LinkOut - more resources
Full Text Sources
Medical
Miscellaneous