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As a result of these studies, we identified putative slide acceptance criteria: array fluorescein mean element intensity >5000 RFU/pixel, coefficient of variation (CV) in intensity <10%, mean signal to noise score (signal/signal + noise; S/S+N) >0.85, and CV in spot size <20%.
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We develop a Bayesian network to assess site quality, which assigns an expected value to a property based on criteria arrayed into a causal diagram.
Special quality control criteria for array processing and analysis need to be used to overcome previous problems associated with microarray technologies.
Using stringent criteria for array analysis (≥2-fold change in expression), we identified 113 genes related to DNA damage signaling pathways that were differentially expressed in the parental HeLa cells compared to radioresistant HeLaXR and HeLaNR cells (Table 2).
Out of the 1,103 chips originally selected from 105 separate studies meeting the above criteria, 745 arrays passed the criteria for further analysis on the basis of these QC arrays.
According to the least squares criterion, the array signal model is constructed in the spherical harmonics domain as x nm k = Y F Φ s F k + Y N Φ s N k + v nm k, (22).
Stable structure in the target has the potential to interfere with hybridization and should be a factor in interpretation of microarray results, as well as an explicit criterion in array design.
Practically, these subtypes can be approximated using clinicopathological markers rather than gene expression array criteria.
The selection criteria included an array of statistical designs and broad geographic coverage.
For practical purposes, these subtypes may be approximated using clinicopathological rather than gene expression array criteria.
We would not expect perfect concordance among the signatures given the different patient recruitment criteria, experimental conditions, array platforms, and statistical methods across the studies.
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