Exploration of biomarkers for systemic lupus erythematosus by machine-learning analysis

[1] Sawada T(2019)Systemic Lupus Erythematosus and immunodeficiency Immunol Med 42 1-9

[2] Fujimori D(2020)Autoimmunity and SLE. Factual and semantic evidence-based critical analyses of definitions, etiology, and Pathogenesis Front Immunol 11 569234-446

[3] Yamamoto Y(2021)A review of complement activation in SLE Curr Rheumatol Rep 23 16-63

[4] Rekvig OP(2022)T cell dysregulation in SLE Clin Immunol 239 109031-995

[5] Weinstein A(2020)Systemic Lupus Erythematosus (SLE) Therapy: The Old and the New Rheumatol Ther 7 433-3

[6] Alexander RV(2022)Novel immunoprofiling method for diagnosing SLE and evaluating therapeutic response Lupus Sci Med 9 e000693-50

[7] Zack DJ(2023)Serum proteome and metabolome uncover novel biomarkers for the assessment of Disease activity and diagnosing of systemic Lupus Erythematosus Clin Immunol 251 109330-64

[8] Tenbrock K(2019)Identification of serum biomarkers for systemic Lupus Erythematosus using a Library of Phage displayed Random peptides and deep sequencing Mol Cell Proteomics 18 1851-9

[9] Rauen T(2013)NCBI GEO: archive for functional genomics data sets–update Nucleic Acids Res 41 D991-20

[10] Basta F(2012)The sva package for removing batch effects and other unwanted variation in high-throughput experiments Bioinformatics 28 882-75

[1] Sawada T(2019)Systemic Lupus Erythematosus and immunodeficiency Immunol Med 42 1-9

[2] Fujimori D(2020)Autoimmunity and SLE. Factual and semantic evidence-based critical analyses of definitions, etiology, and Pathogenesis Front Immunol 11 569234-446

[3] Yamamoto Y(2021)A review of complement activation in SLE Curr Rheumatol Rep 23 16-63

[4] Rekvig OP(2022)T cell dysregulation in SLE Clin Immunol 239 109031-995

[5] Weinstein A(2020)Systemic Lupus Erythematosus (SLE) Therapy: The Old and the New Rheumatol Ther 7 433-3

[6] Alexander RV(2022)Novel immunoprofiling method for diagnosing SLE and evaluating therapeutic response Lupus Sci Med 9 e000693-50

[7] Zack DJ(2023)Serum proteome and metabolome uncover novel biomarkers for the assessment of Disease activity and diagnosing of systemic Lupus Erythematosus Clin Immunol 251 109330-64

[8] Tenbrock K(2019)Identification of serum biomarkers for systemic Lupus Erythematosus using a Library of Phage displayed Random peptides and deep sequencing Mol Cell Proteomics 18 1851-9

[9] Rauen T(2013)NCBI GEO: archive for functional genomics data sets–update Nucleic Acids Res 41 D991-20

[10] Basta F(2012)The sva package for removing batch effects and other unwanted variation in high-throughput experiments Bioinformatics 28 882-75