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yuduanding
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@yuduanding-3653
Last seen 10.3 years ago
Hello,
When I read XPS Vignette "Introduction to the xps Package:
Overview"(April, 2009) . I threw into great confusion about something
on page18 .
These is:
> unifltr <- UniFilter(foldchange = c(1.3, "both"), unifilter = c(0.1,
"pval"))
> rma.ufr <- unifilter(data.rma, "tmpdt_Test3Unifilter", getwd(),
+ unifltr, group = c("GrpA", "GrpA", "GrpB", "GrpB"), xps.fltr =
rma.pfr,
+ verbose = FALSE)
The resulting data can be extracted as data.frame:
> tmp <- validData(rma.ufr)
> tmp
UNIT_ID Statistics Mean1 Mean2
StandardError
AFFX-Ce_Gapdh_5_s_at 40 7.06687 298.668 209.920
0.0719846
rrlG_b2589_s_at 186 -10.74160 122.945 169.814
0.0433769
37189_at 214 -8.24096 241.766 369.666
0.0743373
AFFX-18SRNAMur/X00686_3_at 243 -7.66081 452.422 666.802
0.0730458
AFFX-hum_alu_at 277 -63.55890 674.325 5368.190
0.0470889
AFFX-HUMISGF3A/M97935_MA_at 283 -15.41420 341.779 458.275
0.0274521
AFFX-HUMRGE/M10098_5_at 286 -26.88740 149.584 199.014
0.0153200
AFFX-HUMRGE/M10098_M_at 287 -17.77530 125.175 176.651
0.0279579
AFFX-MurFAS_at 298 -7.14193 163.431 226.340
0.0657826
DegreeOfFreedom P-Value P-Adjusted
FoldChange
AFFX-Ce_Gapdh_5_s_at 1.19543 0.06399260 0.06399260
0.702853
rrlG_b2589_s_at 1.49189 0.02160840 0.02160840
1.381220
37189_at 1.00864 0.07560790 0.07560790
1.529020
AFFX-18SRNAMur/X00686_3_at 1.05823 0.07425470 0.07425470
1.473850
AFFX-hum_alu_at 1.06781 0.00766898 0.00766898
7.960830
AFFX-HUMISGF3A/M97935_MA_at 1.61801 0.00952405 0.00952405
1.340850
AFFX-HUMRGE/M10098_5_at 1.00504 0.02329990 0.02329990
1.330450
AFFX-HUMRGE/M10098_M_at 1.04887 0.03139930 0.03139930
1.411240
AFFX-MurFAS_at 1.96059 0.02008720 0.02008720
1.384930
The data show that only 9 genes of the pre¨Cselected 181 genes are
considered to be differentially expressed.
Only genes satisfying both filters are considered to be differentially
expressed(foldchange>= 1.3&pval <= 0.1))
If tmp are considered to be differentially expressed,why some probes
have a lower FoldChange Values (like AFFX-Ce_Gapdh_5_s_at 0.702853)
and higher P-values (like 0.06399260 0.02160840 )?
thank you!
Yuduan Ding
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