Prediction of urinary protein markers in lupus nephritis

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Presentation transcript:

Prediction of urinary protein markers in lupus nephritis J.I.M.C. Oates, Sanju Varghese, Alison M. Bland, Timothy P. Taylor, Sally E. Self, Romesh Stanislaus, Jonas S. Almeida, John M. Arthur Kidney International Volume 68, Issue 6, Pages 2588-2592 (December 2005) DOI: 10.1111/j.1523-1755.2005.00730.x Copyright © 2005 International Society of Nephrology Terms and Conditions

Figure 1 Two-dimensional gel separation of proteins from a patient with class V lupus nephritis. Proteins were stained with Sypro Ruby. Numbers correspond to proteins that were important in identifying the International Society of Nephrology/Renal Pathology Society (ISN/RPS) class, activity, and chronicity as listed in Table 2. Kidney International 2005 68, 2588-2592DOI: (10.1111/j.1523-1755.2005.00730.x) Copyright © 2005 International Society of Nephrology Terms and Conditions

Figure 2 Predicted vs. observed values from a trained artificial neural network for chronicity index. A correlation with a Pearson's correlation coefficient of 0.87 was obtained. Symbols are: (○), training data; (•), internal validation set. Kidney International 2005 68, 2588-2592DOI: (10.1111/j.1523-1755.2005.00730.x) Copyright © 2005 International Society of Nephrology Terms and Conditions