Method of probe design and/or of nucleic acids detection
a technology of applied in the field of oligoucleotide probe design and nucleic acid detection, can solve the problems of viruses not being able to culturing, elude detection in myriad ways, and etiologic agents often remain unidentified, and achieve the effect of efficient amplification
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example 1
[0151] In the first set of experiments, a PDC containing 53555 40-mer probes from 35 viruses affecting human was used for 4 independent microarray experiments. These 53555 probes were chosen based on a 5-bps tiling of each virus and were not subjected to any of our probe design criteria. Thus, we would expect errors arising due to CG-content, cross-hybridization and inefficient amplification to be significantly more than that of a PDC with well-designed probes. We tested our analysis algorithm in such an adverse setting for 4 experiments.
[0152] In each experiment, a human sample with an unknown pathogen was amplified by the RT-PCR process using random probes and then hybridized onto the PDC. We subjected the probes for each of the 35 viruses on our PDC to the one-tailed t-test with significance level 0.05 and computed the Weighted Kullback-Leibler (WKL) divergence of their signal intensities to the signal intensities of all the probes on the chip to determine which virus was in the...
example 2
[0156] In the second set of experiments, the analysis algorithm correctly detected the actual virus in the 3 samples and also the negative sample. After designing good probes for our chip, the Weighted Kullback-Leibler divergence of the acutal viruses in Experiment 1, 2 and 3 was greater than that of the corresponding experiments without probe design. This means that the signal intensities from the actual virus were relatively higher than the background noise in the PDC. This showed that our probe design criteria had removed some bad probes from the PDC, which resulted in a more accurate analysis.
[0157] Again, we present results of the 4 experiments if we had just used the t-test with a level of significance 0.05. This time, the number of viruses detected to be present for each sample is shown in Table 4:
TABLE 4False positive detection of viruses usingt-test alone in a PDC with probe design.Sample Name35259_32435179_12235253_84135915_111Viruses69910DetectedUsing T-testFalse58810P...
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