[BioC] Fwd: seeking help on cghMCR pleeeease

nac nac at sanger.ac.uk
Fri Dec 23 12:23:58 CET 2011


Hi, 
I sent this email a while back and didn't get any reply, could anybody
help please?
thanks
Nathalie

-------- Original Message --------
Subject: seeking help on cghMCR pleeeease
Date: Mon, 12 Dec 2011 14:17:58 +0000
From: Nathalie Conte <nac at hinxton.sanger.ac.uk>
To: bioconductor at r-project.org

HI,
I am using cghMCR and I would need some advice on the software 
behaviour. I don't seem to get any different results when I change the 
gapAllowed parameter.
I have used DNAcopy to create a segmented data for all my samples. Then 
I choose to use cghMCR to get common alterations between my samples. 
These are all arguments from the package doc(latest version):

            segments is a data frame extracted from the "output" element 
of the object
            returned by segment of the package DNAcopy or getSegments

            gapAllowed is an integer specifying low threshold of base 
pair number to
            separate two adjacent segments, belower which the two 
segments will be joined
            as an altered span

            alteredLow is a positive number between 0 and 1 specifying 
the lower resh-
            old percential value. Only segments with values falling 
below this threshold are
            considered as altered span

            alteredHigh is a positive number between 0 and 1 specifying 
the upper resh-
            old percential value. Only segments with values falling over 
this threshold are
            considered as altered span


             recurrence is an integer between 1 and 100 that specifies 
the rate of occur-
             rence for a gain or loss that are observed across sample. 
Only gains/losses with
             ocurrence rate grater than the threshold values are 
declared as MCRs

             spanLimit is an integer that defines the leangh of altered 
spans that can be
             considered as locus. It is not of any use at this time

             thresholdType is a character string that can be either 
"quantile" or "value"
             indicating wether alteredLow or alteredHigh is quantial or 
actual value



In my analysis, I have used cghMCR with threshold value log2R of low 
-0.25 and high =0.25 , a spanLimit of 2.10^7  and I have tried several 
gapAllowed values, 5, 500 , 5000 and 50000 .Each time I used the MCR 
function to identify the minimum regions. I have put an example of each 
results only on 25 lines of chromosome 4 to avoid massive sized files 
(see attached) , but basically whatever the gapAllowed size i get the 
same MCRs at the end for all postitions. I would expect this to vary as 
segments should be fused together differently given this parameter..
Could you please help with this and advise on what I might be doing wrong?
Is spanLimit any use? in the doc, It is  written "It is not of any use 
at this time"??
Another point, the gapAllowed is specified " is an integer specifying 
low threshold of base pair number " is the unit in base pair number, in 
several examples it seems that the units are in kb???


thanks a lot ,

code for gapAllowed=5
##get the cghMCR function with these parameters
cghmcr0.25T_5k_2_20M_sdundo1.5 <- cghMCR(sdundo.segData_order1.5, 
gapAllowed = 5, alteredLow = -0.25,alteredHigh = 0.25, 
spanLimit=20000000,recurrence=2,thresholdType=c("value"))
##identify the MCRs
mcrs0.25T_5k_2_20M_sdundo1.5<-MCR(cghmcr0.25T_5k_2_20M_sdundo1.5)
mcrs0.25T_5k_2_20M_sdundo.bind1.5 <-cbind ( 
mcrs0.25T_5k_2_20M_sdundo1.5[, c ( "chromosome", "status", "loc.start", 
"loc.end","mcr.start", "mcr.end","samples" ) ],z[1:9171] )
write.table(mcrs0.25T_5k_2_20M_sdundo.bind1.5, 
file="PT_mcrs0.25T_5k_2_20M_sdundo.bind1.5.txt", sep="\t", row.names=F)
PT_mcrs0.25T_5k_2_20M_sdundo.bind1.5=read.table(file="PT_mcrs0.25T_5k_2_20M_sdundo.bind1.5.txt",

sep="\t", header=T)
##only 25 lines of chromsome 4
test.5k=head(PT_mcrs0.25T_5k_2_20M_sdundo.bind1.5[PT_mcrs0.25T_5k_2_20M_sdundo.bind1.5==4,],25)
##attached data
write.table(test.5k, file="test.5k.txt", sep="\t")

code for gapAllowed=500
cghmcr0.25T_500k_2_20M_sdundo1.5 <- cghMCR(sdundo.segData_order1.5, 
gapAllowed = 500, alteredLow = -0.25,alteredHigh = 0.25, 
spanLimit=20000000,recurrence=2,thresholdType=c("value"))
mcrs0.25T_500k_2_20M_sdundo1.5<-MCR(cghmcr0.25T_500k_2_20M_sdundo1.5)
mcrs0.25T_500k_2_20M_sdundo.bind1.5 <-cbind ( 
mcrs0.25T_500k_2_20M_sdundo1.5[, c ( "chromosome", "status", 
"loc.start", "loc.end","mcr.start", "mcr.end","samples" ) ],z[1:9171] )
write.table(mcrs0.25T_500k_2_20M_sdundo.bind1.5, 
file="PT_mcrs0.25T_500k_2_20M_sdundo.bind1.5.txt", sep="\t", row.names=F)
PT_mcrs0.25T_500k_2_20M_sdundo.bind1.5=read.table(file="PT_mcrs0.25T_500k_2_20M_sdundo.bind1.5.txt",

sep="\t", header=T)
test.500k=head(PT_mcrs0.25T_500k_2_20M_sdundo.bind1.5[PT_mcrs0.25T_500k_2_20M_sdundo.bind1.5==4,],25)
write.table(test.500k, file="test.500k.txt", sep="\t")

code for gapAllowed=5000
cghmcr0.25T_5000k_2_20M_sdundo1.5 <- cghMCR(sdundo.segData_order1.5, 
gapAllowed = 5000, alteredLow = -0.25,alteredHigh = 0.25, 
spanLimit=20000000,recurrence=2,thresholdType=c("value"))
mcrs0.25T_5000k_2_20M_sdundo1.5<-MCR(cghmcr0.25T_5000k_2_20M_sdundo1.5)
mcrs0.25T_5000k_2_20M_sdundo.bind1.5 <-cbind ( 
mcrs0.25T_5000k_2_20M_sdundo1.5[, c ( "chromosome", "status", 
"loc.start", "loc.end","mcr.start", "mcr.end","samples" ) ],z[1:9171] )
write.table(mcrs0.25T_5000k_2_20M_sdundo.bind1.5, 
file="PT_mcrs0.25T_5000k_2_20M_sdundo.bind1.5.txt", sep="\t", row.names=F)
PT_mcrs0.25T_5000k_2_20M_sdundo.bind1.5=read.table(file="PT_mcrs0.25T_5000k_2_20M_sdundo.bind1.5.txt",

sep="\t", header=T)
test.5000k=head(PT_mcrs0.25T_5000k_2_20M_sdundo.bind1.5[PT_mcrs0.25T_5000k_2_20M_sdundo.bind1.5==4,],25)
write.table(test.5000k, file="test.5000k.txt", sep="\t")

code for gapAllowed=500000
cghmcr0.25T_500000k_2_20M_sdundo1.5 <- cghMCR(sdundo.segData_order1.5, 
gapAllowed = 500000, alteredLow = -0.25,alteredHigh = 0.25, 
spanLimit=20000000,recurrence=2,thresholdType=c("value"))
mcrs0.25T_500000k_2_20M_sdundo1.5<-MCR(cghmcr0.25T_500000k_2_20M_sdundo1.5)
mcrs0.25T_500000k_2_20M_sdundo.bind1.5 <-cbind ( 
mcrs0.25T_500000k_2_20M_sdundo1.5[, c ( "chromosome", "status", 
"loc.start", "loc.end","mcr.start", "mcr.end","samples" ) ],z[1:9171] )
write.table(mcrs0.25T_500000k_2_20M_sdundo.bind1.5, 
file="PT_mcrs0.25T_500000k_2_20M_sdundo.bind1.5.txt", sep="\t",
row.names=F)
PT_mcrs0.25T_500000k_2_20M_sdundo.bind1.5=read.table(file="PT_mcrs0.25T_500000k_2_20M_sdundo.bind1.5.txt",

sep="\t", header=T)
test.500000k=head(PT_mcrs0.25T_500000k_2_20M_sdundo.bind1.5[PT_mcrs0.25T_500000k_2_20M_sdundo.bind1.5==4,],25)
write.table(test.500000k, file="test.500000k.txt", sep="\t")

sessioninfo()
R version 2.13.0 (2011-04-13)
Platform: x86_64-unknown-linux-gnu (64-bit)

locale:
 [1] LC_CTYPE=en_GB.UTF-8       LC_NUMERIC=C
 [3] LC_TIME=en_GB.UTF-8        LC_COLLATE=en_GB.UTF-8
 [5] LC_MONETARY=C              LC_MESSAGES=C
 [7] LC_PAPER=en_GB.UTF-8       LC_NAME=C
 [9] LC_ADDRESS=C               LC_TELEPHONE=C
[11] LC_MEASUREMENT=en_GB.UTF-8 LC_IDENTIFICATION=C

attached base packages:
[1] tools     stats     graphics  grDevices utils     datasets  methods
[8] base

other attached packages:
[1] cghMCR_1.10.0     limma_3.4.5       CNTools_1.6.0    
genefilter_1.30.0
[5] DNAcopy_1.22.1

loaded via a namespace (and not attached):
[1] annotate_1.26.1      AnnotationDbi_1.10.1 Biobase_2.8.0
[4] DBI_0.2-5            RSQLite_0.9-1        splines_2.13.0
[7] survival_2.35-8      xtable_1.6-0


-- 
 The Wellcome Trust Sanger Institute is operated by Genome Research 
 Limited, a charity registered in England with number 1021457 and a 
 company registered in England with number 2742969, whose registered 
 office is 215 Euston Road, London, NW1 2BE. 
-------------- next part --------------
"chromosome"	"status"	"loc.start"	"loc.end"	"mcr.start"	"mcr.end"	"samples"	"X"
"1236"	4	"gain"	3012291	93945684	3012291	3104649	"PKBL_11_2a_PT_PapillenTumor_1469518286.txt,PPAB_142538_PT_251469518750.txt,PPAB_15_1d_PT_251469518744.txt,PPAB_20_8b_PT_251469518736.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_4h_PT_251469518768.txt,PPAC_4_1c_PT_251469518784.txt"	7
"1237"	4	"gain"	3012291	93945684	3104649	3271379	"PKBL_11_2a_PT_PapillenTumor_1469518286.txt,PPAB_142538_PT_251469518750.txt,PPAB_15_1d_PT_251469518744.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_4h_PT_251469518768.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1238"	4	"gain"	3012291	93945684	3271379	3335299	"PKBL_11_2a_PT_PapillenTumor_1469518286.txt,PPAB_15_1d_PT_251469518744.txt,PPAB_3_6b_PT_251469518594.txt,PPAC_4_1c_PT_251469518784.txt"	4
"1239"	4	"gain"	3012291	93945684	3335299	3353037	"PPAB_17_2c_PT_251469518521.txt,PPAB_3_6b_PT_251469518594.txt,PPAC_4_1c_PT_251469518784.txt"	3
"1240"	4	"gain"	3012291	93945684	3353037	3804119	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1241"	4	"gain"	3012291	93945684	3804119	3810172	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1242"	4	"gain"	3012291	93945684	3810172	3825707	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1243"	4	"gain"	3012291	93945684	3825707	3882946	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt,PPDK_8_1a_PT_251469518785.txt"	7
"1244"	4	"gain"	3012291	93945684	3882946	5377872	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1245"	4	"gain"	3012291	93945684	5377872	5386981	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1246"	4	"gain"	3012291	93945684	5386981	5656761	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1247"	4	"gain"	3012291	93945684	5656761	5661982	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1248"	4	"gain"	3012291	93945684	5661982	6045858	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1249"	4	"gain"	3012291	93945684	6045858	6055446	"PPAB_15_1d_PT_251469518744.txt,PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	7
"1250"	4	"gain"	3012291	93945684	6055446	6210181	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1251"	4	"gain"	3012291	93945684	6210181	6273347	"PPAB_17_2b_PT_251469518522.txt,PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	7
"1252"	4	"gain"	3012291	93945684	6273347	6649553	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1253"	4	"gain"	3012291	93945684	6649553	6655783	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	4
"1254"	4	"gain"	3012291	93945684	6655783	6817158	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1255"	4	"gain"	3012291	93945684	6817158	6941107	"PPAB_24_1f_PT_251469518532.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	4
"1256"	4	"gain"	3012291	93945684	6941107	7274363	"PPAB_24_1f_PT_251469518532.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	3
"1257"	4	"gain"	3012291	93945684	7274363	7795963	"PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	4
"1258"	4	"gain"	3012291	93945684	7795963	8405887	"PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1259"	4	"gain"	3012291	93945684	8405887	8478629	"PKBL_11_2d_PT_251469518714.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1260"	4	"gain"	3012291	93945684	8478629	9241084	"PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
-------------- next part --------------
"chromosome"	"status"	"loc.start"	"loc.end"	"mcr.start"	"mcr.end"	"samples"	"X"
"1236"	4	"gain"	3012291	93945684	3012291	3104649	"PKBL_11_2a_PT_PapillenTumor_1469518286.txt,PPAB_142538_PT_251469518750.txt,PPAB_15_1d_PT_251469518744.txt,PPAB_20_8b_PT_251469518736.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_4h_PT_251469518768.txt,PPAC_4_1c_PT_251469518784.txt"	7
"1237"	4	"gain"	3012291	93945684	3104649	3271379	"PKBL_11_2a_PT_PapillenTumor_1469518286.txt,PPAB_142538_PT_251469518750.txt,PPAB_15_1d_PT_251469518744.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_4h_PT_251469518768.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1238"	4	"gain"	3012291	93945684	3271379	3335299	"PKBL_11_2a_PT_PapillenTumor_1469518286.txt,PPAB_15_1d_PT_251469518744.txt,PPAB_3_6b_PT_251469518594.txt,PPAC_4_1c_PT_251469518784.txt"	4
"1239"	4	"gain"	3012291	93945684	3335299	3353037	"PPAB_17_2c_PT_251469518521.txt,PPAB_3_6b_PT_251469518594.txt,PPAC_4_1c_PT_251469518784.txt"	3
"1240"	4	"gain"	3012291	93945684	3353037	3804119	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1241"	4	"gain"	3012291	93945684	3804119	3810172	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1242"	4	"gain"	3012291	93945684	3810172	3825707	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1243"	4	"gain"	3012291	93945684	3825707	3882946	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt,PPDK_8_1a_PT_251469518785.txt"	7
"1244"	4	"gain"	3012291	93945684	3882946	5377872	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1245"	4	"gain"	3012291	93945684	5377872	5386981	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1246"	4	"gain"	3012291	93945684	5386981	5656761	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1247"	4	"gain"	3012291	93945684	5656761	5661982	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1248"	4	"gain"	3012291	93945684	5661982	6045858	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1249"	4	"gain"	3012291	93945684	6045858	6055446	"PPAB_15_1d_PT_251469518744.txt,PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	7
"1250"	4	"gain"	3012291	93945684	6055446	6210181	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1251"	4	"gain"	3012291	93945684	6210181	6273347	"PPAB_17_2b_PT_251469518522.txt,PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	7
"1252"	4	"gain"	3012291	93945684	6273347	6649553	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1253"	4	"gain"	3012291	93945684	6649553	6655783	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	4
"1254"	4	"gain"	3012291	93945684	6655783	6817158	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1255"	4	"gain"	3012291	93945684	6817158	6941107	"PPAB_24_1f_PT_251469518532.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	4
"1256"	4	"gain"	3012291	93945684	6941107	7274363	"PPAB_24_1f_PT_251469518532.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	3
"1257"	4	"gain"	3012291	93945684	7274363	7795963	"PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	4
"1258"	4	"gain"	3012291	93945684	7795963	8405887	"PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1259"	4	"gain"	3012291	93945684	8405887	8478629	"PKBL_11_2d_PT_251469518714.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1260"	4	"gain"	3012291	93945684	8478629	9241084	"PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
-------------- next part --------------
"chromosome"	"status"	"loc.start"	"loc.end"	"mcr.start"	"mcr.end"	"samples"	"X"
"1236"	4	"gain"	3012291	93945684	3012291	3104649	"PKBL_11_2a_PT_PapillenTumor_1469518286.txt,PPAB_142538_PT_251469518750.txt,PPAB_15_1d_PT_251469518744.txt,PPAB_20_8b_PT_251469518736.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_4h_PT_251469518768.txt,PPAC_4_1c_PT_251469518784.txt"	7
"1237"	4	"gain"	3012291	93945684	3104649	3271379	"PKBL_11_2a_PT_PapillenTumor_1469518286.txt,PPAB_142538_PT_251469518750.txt,PPAB_15_1d_PT_251469518744.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_4h_PT_251469518768.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1238"	4	"gain"	3012291	93945684	3271379	3335299	"PKBL_11_2a_PT_PapillenTumor_1469518286.txt,PPAB_15_1d_PT_251469518744.txt,PPAB_3_6b_PT_251469518594.txt,PPAC_4_1c_PT_251469518784.txt"	4
"1239"	4	"gain"	3012291	93945684	3335299	3353037	"PPAB_17_2c_PT_251469518521.txt,PPAB_3_6b_PT_251469518594.txt,PPAC_4_1c_PT_251469518784.txt"	3
"1240"	4	"gain"	3012291	93945684	3353037	3804119	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1241"	4	"gain"	3012291	93945684	3804119	3810172	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1242"	4	"gain"	3012291	93945684	3810172	3825707	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1243"	4	"gain"	3012291	93945684	3825707	3882946	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt,PPDK_8_1a_PT_251469518785.txt"	7
"1244"	4	"gain"	3012291	93945684	3882946	5377872	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1245"	4	"gain"	3012291	93945684	5377872	5386981	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1246"	4	"gain"	3012291	93945684	5386981	5656761	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1247"	4	"gain"	3012291	93945684	5656761	5661982	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1248"	4	"gain"	3012291	93945684	5661982	6045858	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1249"	4	"gain"	3012291	93945684	6045858	6055446	"PPAB_15_1d_PT_251469518744.txt,PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	7
"1250"	4	"gain"	3012291	93945684	6055446	6210181	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1251"	4	"gain"	3012291	93945684	6210181	6273347	"PPAB_17_2b_PT_251469518522.txt,PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	7
"1252"	4	"gain"	3012291	93945684	6273347	6649553	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1253"	4	"gain"	3012291	93945684	6649553	6655783	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	4
"1254"	4	"gain"	3012291	93945684	6655783	6817158	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1255"	4	"gain"	3012291	93945684	6817158	6941107	"PPAB_24_1f_PT_251469518532.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	4
"1256"	4	"gain"	3012291	93945684	6941107	7274363	"PPAB_24_1f_PT_251469518532.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	3
"1257"	4	"gain"	3012291	93945684	7274363	7795963	"PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	4
"1258"	4	"gain"	3012291	93945684	7795963	8405887	"PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1259"	4	"gain"	3012291	93945684	8405887	8478629	"PKBL_11_2d_PT_251469518714.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1260"	4	"gain"	3012291	93945684	8478629	9241084	"PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
-------------- next part --------------
"chromosome"	"status"	"loc.start"	"loc.end"	"mcr.start"	"mcr.end"	"samples"	"X"
"1236"	4	"gain"	3012291	155625629	3012291	3104649	"PKBL_11_2a_PT_PapillenTumor_1469518286.txt,PPAB_142538_PT_251469518750.txt,PPAB_15_1d_PT_251469518744.txt,PPAB_20_8b_PT_251469518736.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_4h_PT_251469518768.txt,PPAC_4_1c_PT_251469518784.txt"	7
"1237"	4	"gain"	3012291	155625629	3104649	3271379	"PKBL_11_2a_PT_PapillenTumor_1469518286.txt,PPAB_142538_PT_251469518750.txt,PPAB_15_1d_PT_251469518744.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_4h_PT_251469518768.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1238"	4	"gain"	3012291	155625629	3271379	3335299	"PKBL_11_2a_PT_PapillenTumor_1469518286.txt,PPAB_15_1d_PT_251469518744.txt,PPAB_3_6b_PT_251469518594.txt,PPAC_4_1c_PT_251469518784.txt"	4
"1239"	4	"gain"	3012291	155625629	3335299	3353037	"PPAB_17_2c_PT_251469518521.txt,PPAB_3_6b_PT_251469518594.txt,PPAC_4_1c_PT_251469518784.txt"	3
"1240"	4	"gain"	3012291	155625629	3353037	3804119	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1241"	4	"gain"	3012291	155625629	3804119	3810172	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1242"	4	"gain"	3012291	155625629	3810172	3825707	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1243"	4	"gain"	3012291	155625629	3825707	3882946	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt,PPDK_8_1a_PT_251469518785.txt"	7
"1244"	4	"gain"	3012291	155625629	3882946	5377872	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1245"	4	"gain"	3012291	155625629	5377872	5386981	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1246"	4	"gain"	3012291	155625629	5386981	5656761	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1247"	4	"gain"	3012291	155625629	5656761	5661982	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1248"	4	"gain"	3012291	155625629	5661982	6045858	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1249"	4	"gain"	3012291	155625629	6045858	6055446	"PPAB_15_1d_PT_251469518744.txt,PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	7
"1250"	4	"gain"	3012291	155625629	6055446	6210181	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1251"	4	"gain"	3012291	155625629	6210181	6273347	"PPAB_17_2b_PT_251469518522.txt,PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	7
"1252"	4	"gain"	3012291	155625629	6273347	6649553	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1253"	4	"gain"	3012291	155625629	6649553	6655783	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	4
"1254"	4	"gain"	3012291	155625629	6655783	6817158	"PPAB_17_2c_PT_251469518521.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1255"	4	"gain"	3012291	155625629	6817158	6941107	"PPAB_24_1f_PT_251469518532.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	4
"1256"	4	"gain"	3012291	155625629	6941107	7274363	"PPAB_24_1f_PT_251469518532.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	3
"1257"	4	"gain"	3012291	155625629	7274363	7795963	"PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	4
"1258"	4	"gain"	3012291	155625629	7795963	8405887	"PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5
"1259"	4	"gain"	3012291	155625629	8405887	8478629	"PKBL_11_2d_PT_251469518714.txt,PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	6
"1260"	4	"gain"	3012291	155625629	8478629	9241084	"PPAB_24_1f_PT_251469518532.txt,PPAB_3_6b_PT_251469518594.txt,PPAB_4_9a_PT_251469518575.txt,PPAB_9_1g_PT_251469518604.txt,PPAC_4_1c_PT_251469518784.txt"	5


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