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Table 1 As the threshold stringency increases, the number of known imprinted genes identified as differentially expressed at a q < 0.05 reaches a local optimum while the number of significant genes decreases.

From: Detection of transcriptional difference of porcine imprinted genes using different microarray platforms

Effects of filtering at various thresholds on the Affymetrix Human array

Filter Thresholds

PM Threshold

Number of Probes After Filtering

% Probes After Filtering

% Probe Sets Remaining

Number Significant (q < 0.05)

Number Known Imprinted (q < 0.05)

Number Significant (padj< 0.05)

Number Known Imprinted (padj< 0.05)

No filter

0.000

604,258

100.0%

100.00%

21

4

8

2

Median

7.655

361,110

59.8%

99.11%

20

6

7

2

75% quartile

8.479

197,484

32.7%

92.80%

14

6

4

2

1 standard deviation above mean

9.104

113,455

18.8%

79.20%

6

3

3

2