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Microarray predictor of response to infliximab in rheumatoid arthritis (RA) patients. Homo sapiens

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NIAID Data Ecosystem2026-03-06 收录
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We sought to find a gene-expression multigene predictor of response to infliximab therapy in Rheumatoid Arthritis patients. Using internal and external cross-validation systems we have built and validated an 8-gene predictor for response to infliximab. Overall design: Blood RNA from 48 Rheumatoid Arthritis patients was extracted at baseline of anti-TNF alpha treatment with infliximab. From these 44 reached week 14 of treatment at which the clinical response was determined. Using 2/3 of the sample we built a multigene predictor using kNearest-Neighbour algorithm and Leave-One Out cross validation. The remaining 1/3 of the sample was used to estimate the precision accuracy of the predictor model.

创建时间:
2009-10-02
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