Implementing Big Data analytics to predict Systemic Lupus Erythematosus

Author(s):  
S. Gomathi ◽  
V. Narayani
2020 ◽  
Vol 110 ◽  
pp. 102359 ◽  
Author(s):  
Michelle D. Catalina ◽  
Katherine A. Owen ◽  
Adam C. Labonte ◽  
Amrie C. Grammer ◽  
Peter E. Lipsky

2017 ◽  
Vol 43 ◽  
pp. 116-119 ◽  
Author(s):  
S. Tiosano ◽  
Z. Nir ◽  
O. Gendelman ◽  
D. Comaneshter ◽  
H. Amital ◽  
...  

AbstractBackground:Systemic lupus erythematosus (SLE) is a chronic, autoimmune disease that has a wide variety of physical manifestations, including neuropsychiatric features. Bipolar disorder (BD) is a chronic, episodic illness, that may present as depression or as mania. The objective of this study was to investigate the association between SLE and BD using big data analysis methods.Methods:Patients with SLE were compared with age- and sex-matched controls regarding the prevalence of BD in a cross-sectional study. Chi-square and t-tests were used for univariate analysis and a logistic regression model was used for multivariate analysis, adjusting for confounders. The study was performed utilizing the chronic disease registry of Clalit Health Services medical database.Results:The study included 5018 SLE patients and 25,090 matched controls. BD was found in a higher prevalence among SLE patients compared to controls (0.62% vs. 0.26%, respectively, P < 0.001). BD patients had a greater prevalence of smokers compared to non-BD patients (62.5% vs 23.5%, respectively, P < 0.001). In a multivariate analysis, smoking and SLE were both found to be significantly associated with BD.Conclusions:SLE was found to be independently associated with BD. These findings may imply that an autoimmune process affecting the central nervous system among SLE patients facilitates the expression of concomitant BD.


2017 ◽  
Author(s):  
M Pérez de Lis Novo ◽  
M Gandía ◽  
R Pérez-Álvarez ◽  
P Brito-Zerón ◽  
B Kostov ◽  
...  

2017 ◽  
Author(s):  
M Pérez de Lis Novo ◽  
M Gandía ◽  
R Pérez-Álvarez ◽  
P Brito-Zerón ◽  
B Kostov ◽  
...  

Author(s):  
Francis R. Comerford ◽  
Alan S. Cohen

Mice of the inbred NZB strain develop a spontaneous disease characterized by autoimmune hemolytic anemia, positive lupus erythematosus cell tests and antinuclear antibodies and nephritis. This disease is analogous to human systemic lupus erythematosus. In ultrastructural studies of the glomerular lesion in NZB mice, intraglomerular dense deposits in mesangial, subepithelial and subendothelial locations were described. In common with the findings in many examples of human and experimental nephritis, including many cases of human lupus nephritis, these deposits were amorphous or slightly granular in appearance with no definable substructure.We have recently observed structured deposits in the glomeruli of NZB mice. They were uncommon and were found in older animals with severe glomerular lesions by morphologic criteria. They were seen most commonly as extracellular elements in subendothelial and mesangial regions. The deposits ranged up to 3 microns in greatest dimension and were often adjacent to deposits of lipid-like round particles of 30 to 250 millimicrons in diameter and with amorphous dense deposits.


2000 ◽  
Vol 6 (7) ◽  
pp. 821-825 ◽  
Author(s):  
ELIZABETH LERITZ ◽  
JASON BRANDT ◽  
MELISSA MINOR ◽  
FRANCES REIS-JENSEN ◽  
MICHELLE PETRI

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