1,942
Views
11
CrossRef citations to date
0
Altmetric
Research Paper

Pathogenesis-based treatments in primary Sjogren's syndrome using artificial intelligence and advanced machine learning techniques: a systematic literature review

, , , , &
Pages 2553-2558 | Received 16 Mar 2018, Accepted 09 May 2018, Published online: 28 Jun 2018

References

  • Brandt JE, Priori R, Valesini G, Fairweather D. Sex differences in Sjögren's syndrome: a comprehensive review of immune mechanisms. Biol Sex Differ. 2015;6:19. doi:10.1186/s13293-015-0037-7. PMID:26535108.
  • Maciel G, Crowson CS, Matteson EL, Cornec D. Prevalence of primary sjögren's syndrome: Sjögren may have indeed been right. Arthritis Care Res. 2017;69(10):1612–6. doi:10.1002/acr.23173.
  • Park YS, Gauna AE. Mouse models of primary Sjögren's syndrome. Curr Pharm Des. 2015;21(18): 2350–64. doi:10.2174/1381612821666150316120024. PMID:25777752.
  • Fairweather D, Petri M, Coronado MJ, Cooper LT. Autoimmune heart disease: role of sex hormones and autoantibodies in disease pathogenesis. Expert Rev Clin Immunol. 2012;8(3):269–84. doi:10.1586/eci.12.10. PMID:22390491.
  • Brito-Zerón P, Kostov B, Fraile G, Caravia-Durán D, Maure B, Rascón FJ, et al. SS Study Group GEAS-SEMI.Characterization and risk estimate of cancer in patients with primary Sjögren syndrome. J Hematol Oncol. 2017;10(1):90. doi:10.1186/s13045-017-0464-5. PMID:28416003.
  • Horvath IF, Szanto A, Papp G, Zeher M. Clinical Course, Prognosis, and Cause of Death in Primary Sjögren's Syndrome. Journal of Immunology Research. 2014;2014:647507. doi:10.1155/2014/647507. PMID:24963499.
  • Kim HJ, Kim KH, Hann HJ, Han S, Kim Y, Lee SH, Kim DS, Ahn HS. Incidence, mortality, and causes of death in physician-diagnosed primary Sjögren's syndrome in Korea: A nationwide, population-based study. Semin Arthritis Rheum. 2017 Oct;47(2):222–7. doi:10.1016/j.semarthrit.2017.03.004.
  • Tobón GJ, Saraux A, Gottenberg JE, Quartuccio L, Fabris M, Seror R, Devauchelle-Pensec V, Morel J, Rist S, Mariette X, et al. Role of Fms-like tyrosine kinase 3 ligand as a potential biologic marker of lymphoma in primary Sjögren's syndrome. Arthritis Rheum. 2013 Dec;65(12):3218–27 doi:10.1002/art.38129.
  • Fragkioudaki S, Mavragani CP, Moutsopoulos HM. Predicting the risk for lymphoma development in Sjogren syndrome: An easy tool for clinical use. Medicine (Baltimore). 2016 Jun;95(25):e3766. doi:10.1097/MD.0000000000003766.
  • Saraux A, Pers JO, Devauchelle-Pensec V. Treatment of primary sjö̈gren syndrome. Nat Rev Rheumatol. 2016;12(8):456–71. doi:10.1038/nrrheum.2016.100. PMID:27411907.
  • Ostmeyer J, Christley S, Rounds WH, Toby I, Greenberg BM, Monson NL, Cowell LG. Statistical classifiers for diagnosing disease from immune repertoires: a case study using multiple sclerosis. BMC Bioinformatics. 2017;18:401. doi:10.1186/s12859-017-1814-6. PMID:28882107.
  • Foulquier N. BIBOT: Bibliography bot. GitHub; 2018.
  • Kans J. Entrez Direct: E-utilities on the UNIX Command Line. US: National Center for Biotechnology Information; 2013.
  • Bird S, Klein E, Loper E. Natural Language Processing with Python. Sebastopol, California: O'Reilly Media; 2009.
  • Liu FC, Kuo CF, See LC, Tsai HI, Yu HP. Familial aggregation of myasthenia gravis in affected families: a population-based study. Clinical Epidemiology. 2017;9:527–535. doi:10.2147/CLEP.S146617.
  • Brito-Zerón P, Acar-Denizli N, Zeher M, Rasmussen A, Seror R, Theander E, Li X, Baldini C, Gottenberg JE, Danda D, et al. Influence of geolocation and ethnicity on the phenotypic expression of primary sj ̈ogren's syndrome at diagnosis in 8310 patients: a cross-sectional study from the big data sjogren project consortium. Ann Rheum Dis. 2017;76(6):1042–50. doi:10.1136/annrheumdis-2016-209952. PMID:27899373.
  • Ramos-Casals M, Brito-Zerón P, Kostov B, Sisó-Almirall A, Bosch X, Buss D, Trilla A, Stone JH, Khamashta MA, Shoenfeld Y. Google-driven search for big data in autoimmune geoepidemiology: analysis of 394,827 patients with systemic autoimmune diseases. Autoimmun Rev. 2015;14(8):670–9. doi:10.1016/j.autrev.2015.03.008. PMID:25842074.
  • Sun HY, Lv AK, Yao H. Relationship of miRNA-146a to primary sjögren's syndrome and to systemic lupus erythematosus: a meta-analysis. Rheumatol Int. 2017;37(8):1311–6. doi:10.1007/s00296-017-3756-8. PMID:28573480.
  • Tayob N, Do KA, Feng Z. Unbiased estimation of biomarker panel performance when combining training and testing data in a group sequential design. Biometrics. 2016;72(3):888–96. doi:10.1111/biom.12480. PMID:26845527.
  • Hobson P, Lovell BC, Percannella G, Vento M, Wiliem A. Benchmarking human epithelial type 2 interphase cells classification methods on a very large dataset. Artif Intell Med. 2015;65(3):239–50. doi:10.1016/j.artmed.2015.08.001. PMID:26303104.
  • Alevizos I, Illei GG. Micrornas in sjögren's syndrome as a prototypic autoimmune disease. Autoimmun Rev. 2010;9(9):618–21. doi:10.1016/j.autrev.2010.05.009. PMID:20457282.
  • Huang ZC, Shi YY, Cai B, Wang LL, Wu YK, Ying BW, Feng WH, Hu CJ, Li YZ. Promising diagnostic model for systemic lupus erythematosus using proteomic fingerprint technology. Sichuan Da Xue Xue Bao Yi Xue Ban. 2009;40(3):499–503. PMID:19627014.
  • Fang YF, Chen YF, Chung TT, See LC, Yu KH, Luo SF, Kuo CF, Lai JH. Hydroxychloroquine and risk of cancer in patients with primary sjögren syndrome: propensity score matched landmark analysis. Oncotarget. 2017;8(46):80461–71. doi:10.18632/oncotarget.19057. PMID:29113317.
  • Qu S, Du Y, Chang S, Guo L, Fang K, Li Y, Zhang F, Zhang K, Wang J. Common variants near ikzf1 are associated with primary sj ̈ogren's syndrome in han chinese. PLoS One. 2017;12(5):e0177320. doi:10.1371/journal.pone.0177320. PMID:28552951.
  • Liu M, Wu X, Liu X, He J, Su Y, Guo J, Li Z. Contribution of dendritic cell immunoreceptor (dcir) polymorphisms in susceptibility of systemic lupus erythematosus and primary sjogren's syndrome. Hum Immunol. 2015;76(11):808–11. doi:10.1016/j.humimm.2015.09.040. PMID:26429306.
  • Wang-Renault SF, Boudaoud S, Nocturne G, Roche E, Sigrist N, Daviaud C, Bugge Tinggaard A, Renault V, Deleuze JF, Mariette X, et al. Deregulation of microrna expression in purified t and b lymphocytes from patients with primary sjögren's syndrome. Ann Rheum Dis. 2017;77(1):133–40. doi:10.1136/annrheumdis-2017-211417. PMID:28916716.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.