dChip LOH and copy number analysis
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Yu Chuan Tai ▴ 440
@yu-chuan-tai-1534
Last seen 10.2 years ago
Hi all, Just wonder if anyone knows how to export the results from LOH, copy numbers, and major copy proportions (MCP) analyses from dChip? I am new to the sofware and haven't found the functions for these. Thanks! Yu Chuan
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@henrik-bengtsson-4333
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Hi, it is possible to export such estimates to text files from within dChip. Check the dChip manual and user forum at http://www.dchip.com/. From there it depends where you want to import it and what methods you want to use. I'll let someone else answer that. Some more FYI: AFAIK, the *low-level data* exported from dChip reflect what is in the DCP files (binary data files created by dChip). Each DCP file hold (i) raw probe data (imported from the CEL files), (ii) normalized probe data, (iii) genotype calls, (iv) unit group/probeset summaries, aka "thetas"/"chip effects", and (v) std estimates of the latter. What is actually stored in the "theta" and the "stdvs" fields may depend on what settings you used in dChip, e.g. for SNPs (theta, stdvs) holds (theta_A,theta_B) if you tell dChip to fit allele-specific estimates and the stdvs is not stored anywhere, but if you choose to sum PMA+PMB while fitting, they hold what their names says. This is important to known/understand also when you choose to export estimates to text files, because the exported files will also have these constraints (although the column names says something else). I have a somewhat outdated document explaining this further with some plots showing how different settings change what is stored in DCP/exported; HB's Guide to dChip URL: http://docs.google.com/Doc?id=dddzqd53_28gzfkkg If you're still with me, you'll note that at the end of this document, I also have some notes on how to export "copy number and log ratio estimates". FYI: I'm developing a low-level package 'dChipIO' for reading dChip's DCP (and CDF.bin) binary files such that you do not have to export (and import) text files, but can work with the DCP files directly (faster, saves disk space, and removes one step of confusion). It provides an API similar what 'affxparser' provides for Affymetrix files. The dChipIO package can be installed as: source("http://www.braju.com/R/hbLite.R"); hbLite("dChipIO"); >From example(readDcp): > library("dChipIO"); > path <- system.file("exData", package="dChipIO"); > filename <- "Test3-1-121502.dcp"; > pathname <- file.path(path, filename); > data <- readDcp(pathname) > str(data) List of 7 $ header :List of 12 ..$ Header : chr "" ..$ Format : int 4 ..$ Normalized : logi FALSE ..$ ThetaValid : logi FALSE ..$ Median : int 143 ..$ MaxInten : int 0 ..$ CellDim : int 126 ..$ DatFile : chr "C:\\Documents and Settings\\hb\\braju.com.R\\aroma.affymetrix\\reengineeringdChip\\annot ationData\\Test3-1-121502.CEL" ..$ BaselineFile : chr "" ..$ ArrayOutlierPct : num 0 ..$ SingleOutlierPct: num 0 ..$ PresencePct : num 0 $ rawIntensities : int [1:15876] 190 11184 181 11144 154 162 10141 158 10507 140 ... $ normalizedIntensities: int [1:15876] 376 1082 4800 1404 0 0 0 0 0 0 ... $ calls : raw [1:345] 00 00 00 00 ... $ thetas : num [1:345] 2.19e-36 5.01e-40 2.81e+20 7.01e-45 5.51e-40 ... $ thetaStds : num [1:345] 1.20e-35 6.43e-39 7.01e-45 5.86e-40 7.13e+31 ... $ excludes : int [1:345] 4 327753 4849734 5439488 6 488564 1667694592 7 524391 6815828 ... This give you an idea what's in the DCP files/gets exported. Cheers /Henrik On Tue, Sep 16, 2008 at 1:59 PM, Yu Chuan Tai <yuchuan at="" stat.berkeley.edu=""> wrote: > Hi all, > > Just wonder if anyone knows how to export the results from LOH, copy > numbers, and major copy proportions (MCP) analyses from dChip? > I am new to the sofware and haven't found the functions for these. > > Thanks! > Yu Chuan > > _______________________________________________ > Bioconductor mailing list > Bioconductor at stat.math.ethz.ch > https://stat.ethz.ch/mailman/listinfo/bioconductor > Search the archives: > http://news.gmane.org/gmane.science.biology.informatics.conductor >
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Wrong URL: It should be http://www.dchip.org/ and nothing else. /HB On Tue, Sep 16, 2008 at 4:01 PM, Henrik Bengtsson <hb at="" stat.berkeley.edu=""> wrote: > Hi, > > it is possible to export such estimates to text files from within > dChip. Check the dChip manual and user forum at > http://www.dchip.com/. From there it depends where you want to > import it and what methods you want to use. I'll let someone else > answer that. > > Some more FYI: > AFAIK, the *low-level data* exported from dChip reflect what is in the > DCP files (binary data files created by dChip). Each DCP file hold > (i) raw probe data (imported from the CEL files), (ii) normalized > probe data, (iii) genotype calls, (iv) unit group/probeset summaries, > aka "thetas"/"chip effects", and (v) std estimates of the latter. > > What is actually stored in the "theta" and the "stdvs" fields may > depend on what settings you used in dChip, e.g. for SNPs (theta, > stdvs) holds (theta_A,theta_B) if you tell dChip to fit > allele-specific estimates and the stdvs is not stored anywhere, but if > you choose to sum PMA+PMB while fitting, they hold what their names > says. This is important to known/understand also when you choose to > export estimates to text files, because the exported files will also > have these constraints (although the column names says something > else). I have a somewhat outdated document explaining this further > with some plots showing how different settings change what is stored > in DCP/exported; > > HB's Guide to dChip > URL: http://docs.google.com/Doc?id=dddzqd53_28gzfkkg > > If you're still with me, you'll note that at the end of this document, > I also have some notes on how to export "copy number and log ratio > estimates". > > FYI: I'm developing a low-level package 'dChipIO' for reading dChip's > DCP (and CDF.bin) binary files such that you do not have to export > (and import) text files, but can work with the DCP files directly > (faster, saves disk space, and removes one step of confusion). It > provides an API similar what 'affxparser' provides for Affymetrix > files. The dChipIO package can be installed as: > > source("http://www.braju.com/R/hbLite.R"); > hbLite("dChipIO"); > > From example(readDcp): >> library("dChipIO"); >> path <- system.file("exData", package="dChipIO"); >> filename <- "Test3-1-121502.dcp"; >> pathname <- file.path(path, filename); >> data <- readDcp(pathname) >> str(data) > List of 7 > $ header :List of 12 > ..$ Header : chr "" > ..$ Format : int 4 > ..$ Normalized : logi FALSE > ..$ ThetaValid : logi FALSE > ..$ Median : int 143 > ..$ MaxInten : int 0 > ..$ CellDim : int 126 > ..$ DatFile : chr "C:\\Documents and > Settings\\hb\\braju.com.R\\aroma.affymetrix\\reengineeringdChip\\ann otationData\\Test3-1-121502.CEL" > ..$ BaselineFile : chr "" > ..$ ArrayOutlierPct : num 0 > ..$ SingleOutlierPct: num 0 > ..$ PresencePct : num 0 > $ rawIntensities : int [1:15876] 190 11184 181 11144 154 162 > 10141 158 10507 140 ... > $ normalizedIntensities: int [1:15876] 376 1082 4800 1404 0 0 0 0 0 0 ... > $ calls : raw [1:345] 00 00 00 00 ... > $ thetas : num [1:345] 2.19e-36 5.01e-40 2.81e+20 > 7.01e-45 5.51e-40 ... > $ thetaStds : num [1:345] 1.20e-35 6.43e-39 7.01e-45 > 5.86e-40 7.13e+31 ... > $ excludes : int [1:345] 4 327753 4849734 5439488 6 > 488564 1667694592 7 524391 6815828 ... > > This give you an idea what's in the DCP files/gets exported. > > Cheers > > /Henrik > > On Tue, Sep 16, 2008 at 1:59 PM, Yu Chuan Tai <yuchuan at="" stat.berkeley.edu=""> wrote: >> Hi all, >> >> Just wonder if anyone knows how to export the results from LOH, copy >> numbers, and major copy proportions (MCP) analyses from dChip? >> I am new to the sofware and haven't found the functions for these. >> >> Thanks! >> Yu Chuan >> >> _______________________________________________ >> Bioconductor mailing list >> Bioconductor at stat.math.ethz.ch >> https://stat.ethz.ch/mailman/listinfo/bioconductor >> Search the archives: >> http://news.gmane.org/gmane.science.biology.informatics.conductor >> >
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Hi Henrik, Thanks a lot for your detailed answers. Very helpful. I did checked dChip's manual, but when I tried, I only got an excel file containing "inferred copy numbers" but nothing else. I will read over your "HB's Guide to dChip" first and see if I can become more familiar with the software. Best, Yu Chuan On Tue, 16 Sep 2008, Henrik Bengtsson wrote: > Wrong URL: It should be http://www.dchip.org/ and nothing else. /HB > > On Tue, Sep 16, 2008 at 4:01 PM, Henrik Bengtsson <hb at="" stat.berkeley.edu=""> wrote: >> Hi, >> >> it is possible to export such estimates to text files from within >> dChip. Check the dChip manual and user forum at >> http://www.dchip.com/. From there it depends where you want to >> import it and what methods you want to use. I'll let someone else >> answer that. >> >> Some more FYI: >> AFAIK, the *low-level data* exported from dChip reflect what is in the >> DCP files (binary data files created by dChip). Each DCP file hold >> (i) raw probe data (imported from the CEL files), (ii) normalized >> probe data, (iii) genotype calls, (iv) unit group/probeset summaries, >> aka "thetas"/"chip effects", and (v) std estimates of the latter. >> >> What is actually stored in the "theta" and the "stdvs" fields may >> depend on what settings you used in dChip, e.g. for SNPs (theta, >> stdvs) holds (theta_A,theta_B) if you tell dChip to fit >> allele-specific estimates and the stdvs is not stored anywhere, but if >> you choose to sum PMA+PMB while fitting, they hold what their names >> says. This is important to known/understand also when you choose to >> export estimates to text files, because the exported files will also >> have these constraints (although the column names says something >> else). I have a somewhat outdated document explaining this further >> with some plots showing how different settings change what is stored >> in DCP/exported; >> >> HB's Guide to dChip >> URL: http://docs.google.com/Doc?id=dddzqd53_28gzfkkg >> >> If you're still with me, you'll note that at the end of this document, >> I also have some notes on how to export "copy number and log ratio >> estimates". >> >> FYI: I'm developing a low-level package 'dChipIO' for reading dChip's >> DCP (and CDF.bin) binary files such that you do not have to export >> (and import) text files, but can work with the DCP files directly >> (faster, saves disk space, and removes one step of confusion). It >> provides an API similar what 'affxparser' provides for Affymetrix >> files. The dChipIO package can be installed as: >> >> source("http://www.braju.com/R/hbLite.R"); >> hbLite("dChipIO"); >> >> From example(readDcp): >>> library("dChipIO"); >>> path <- system.file("exData", package="dChipIO"); >>> filename <- "Test3-1-121502.dcp"; >>> pathname <- file.path(path, filename); >>> data <- readDcp(pathname) >>> str(data) >> List of 7 >> $ header :List of 12 >> ..$ Header : chr "" >> ..$ Format : int 4 >> ..$ Normalized : logi FALSE >> ..$ ThetaValid : logi FALSE >> ..$ Median : int 143 >> ..$ MaxInten : int 0 >> ..$ CellDim : int 126 >> ..$ DatFile : chr "C:\\Documents and >> Settings\\hb\\braju.com.R\\aroma.affymetrix\\reengineeringdChip\\an notationData\\Test3-1-121502.CEL" >> ..$ BaselineFile : chr "" >> ..$ ArrayOutlierPct : num 0 >> ..$ SingleOutlierPct: num 0 >> ..$ PresencePct : num 0 >> $ rawIntensities : int [1:15876] 190 11184 181 11144 154 162 >> 10141 158 10507 140 ... >> $ normalizedIntensities: int [1:15876] 376 1082 4800 1404 0 0 0 0 0 0 ... >> $ calls : raw [1:345] 00 00 00 00 ... >> $ thetas : num [1:345] 2.19e-36 5.01e-40 2.81e+20 >> 7.01e-45 5.51e-40 ... >> $ thetaStds : num [1:345] 1.20e-35 6.43e-39 7.01e-45 >> 5.86e-40 7.13e+31 ... >> $ excludes : int [1:345] 4 327753 4849734 5439488 6 >> 488564 1667694592 7 524391 6815828 ... >> >> This give you an idea what's in the DCP files/gets exported. >> >> Cheers >> >> /Henrik >> >> On Tue, Sep 16, 2008 at 1:59 PM, Yu Chuan Tai <yuchuan at="" stat.berkeley.edu=""> wrote: >>> Hi all, >>> >>> Just wonder if anyone knows how to export the results from LOH, copy >>> numbers, and major copy proportions (MCP) analyses from dChip? >>> I am new to the sofware and haven't found the functions for these. >>> >>> Thanks! >>> Yu Chuan >>> >>> _______________________________________________ >>> Bioconductor mailing list >>> Bioconductor at stat.math.ethz.ch >>> https://stat.ethz.ch/mailman/listinfo/bioconductor >>> Search the archives: >>> http://news.gmane.org/gmane.science.biology.informatics.conductor >>> >> >
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On Tue, Sep 16, 2008 at 4:19 PM, Yu Chuan Tai <yuchuan at="" stat.berkeley.edu=""> wrote: > Hi Henrik, > > Thanks a lot for your detailed answers. Very helpful. I did checked dChip's > manual, but when I tried, I only got an excel file containing "inferred copy > numbers" but nothing else. I will read over your "HB's Guide to dChip" first > and see if I can become more familiar with the software. Yep, what is exported to that file depends on what you display on the screen when you do the export. That is/was the only way how to specify if "inferred" or "raw" CNs are exported. That is pointed out in 'HB's Guide to dChip'. Cheers Henrik > > Best, > Yu Chuan > > On Tue, 16 Sep 2008, Henrik Bengtsson wrote: > >> Wrong URL: It should be http://www.dchip.org/ and nothing else. /HB >> >> On Tue, Sep 16, 2008 at 4:01 PM, Henrik Bengtsson <hb at="" stat.berkeley.edu=""> >> wrote: >>> >>> Hi, >>> >>> it is possible to export such estimates to text files from within >>> dChip. Check the dChip manual and user forum at >>> http://www.dchip.com/. From there it depends where you want to >>> import it and what methods you want to use. I'll let someone else >>> answer that. >>> >>> Some more FYI: >>> AFAIK, the *low-level data* exported from dChip reflect what is in the >>> DCP files (binary data files created by dChip). Each DCP file hold >>> (i) raw probe data (imported from the CEL files), (ii) normalized >>> probe data, (iii) genotype calls, (iv) unit group/probeset summaries, >>> aka "thetas"/"chip effects", and (v) std estimates of the latter. >>> >>> What is actually stored in the "theta" and the "stdvs" fields may >>> depend on what settings you used in dChip, e.g. for SNPs (theta, >>> stdvs) holds (theta_A,theta_B) if you tell dChip to fit >>> allele-specific estimates and the stdvs is not stored anywhere, but if >>> you choose to sum PMA+PMB while fitting, they hold what their names >>> says. This is important to known/understand also when you choose to >>> export estimates to text files, because the exported files will also >>> have these constraints (although the column names says something >>> else). I have a somewhat outdated document explaining this further >>> with some plots showing how different settings change what is stored >>> in DCP/exported; >>> >>> HB's Guide to dChip >>> URL: http://docs.google.com/Doc?id=dddzqd53_28gzfkkg >>> >>> If you're still with me, you'll note that at the end of this document, >>> I also have some notes on how to export "copy number and log ratio >>> estimates". >>> >>> FYI: I'm developing a low-level package 'dChipIO' for reading dChip's >>> DCP (and CDF.bin) binary files such that you do not have to export >>> (and import) text files, but can work with the DCP files directly >>> (faster, saves disk space, and removes one step of confusion). It >>> provides an API similar what 'affxparser' provides for Affymetrix >>> files. The dChipIO package can be installed as: >>> >>> source("http://www.braju.com/R/hbLite.R"); >>> hbLite("dChipIO"); >>> >>> From example(readDcp): >>>> >>>> library("dChipIO"); >>>> path <- system.file("exData", package="dChipIO"); >>>> filename <- "Test3-1-121502.dcp"; >>>> pathname <- file.path(path, filename); >>>> data <- readDcp(pathname) >>>> str(data) >>> >>> List of 7 >>> $ header :List of 12 >>> ..$ Header : chr "" >>> ..$ Format : int 4 >>> ..$ Normalized : logi FALSE >>> ..$ ThetaValid : logi FALSE >>> ..$ Median : int 143 >>> ..$ MaxInten : int 0 >>> ..$ CellDim : int 126 >>> ..$ DatFile : chr "C:\\Documents and >>> >>> Settings\\hb\\braju.com.R\\aroma.affymetrix\\reengineeringdChip\\a nnotationData\\Test3-1-121502.CEL" >>> ..$ BaselineFile : chr "" >>> ..$ ArrayOutlierPct : num 0 >>> ..$ SingleOutlierPct: num 0 >>> ..$ PresencePct : num 0 >>> $ rawIntensities : int [1:15876] 190 11184 181 11144 154 162 >>> 10141 158 10507 140 ... >>> $ normalizedIntensities: int [1:15876] 376 1082 4800 1404 0 0 0 0 0 0 >>> ... >>> $ calls : raw [1:345] 00 00 00 00 ... >>> $ thetas : num [1:345] 2.19e-36 5.01e-40 2.81e+20 >>> 7.01e-45 5.51e-40 ... >>> $ thetaStds : num [1:345] 1.20e-35 6.43e-39 7.01e-45 >>> 5.86e-40 7.13e+31 ... >>> $ excludes : int [1:345] 4 327753 4849734 5439488 6 >>> 488564 1667694592 7 524391 6815828 ... >>> >>> This give you an idea what's in the DCP files/gets exported. >>> >>> Cheers >>> >>> /Henrik >>> >>> On Tue, Sep 16, 2008 at 1:59 PM, Yu Chuan Tai <yuchuan at="" stat.berkeley.edu=""> >>> wrote: >>>> >>>> Hi all, >>>> >>>> Just wonder if anyone knows how to export the results from LOH, copy >>>> numbers, and major copy proportions (MCP) analyses from dChip? >>>> I am new to the sofware and haven't found the functions for these. >>>> >>>> Thanks! >>>> Yu Chuan >>>> >>>> _______________________________________________ >>>> Bioconductor mailing list >>>> Bioconductor at stat.math.ethz.ch >>>> https://stat.ethz.ch/mailman/listinfo/bioconductor >>>> Search the archives: >>>> http://news.gmane.org/gmane.science.biology.informatics.conductor >>>> >>> >> >
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Thanks! I guesss the first thing I should do is to read your "HB's Guide to dChip" then :) Yu Chuan On Tue, 16 Sep 2008, Henrik Bengtsson wrote: > On Tue, Sep 16, 2008 at 4:19 PM, Yu Chuan Tai <yuchuan at="" stat.berkeley.edu=""> wrote: >> Hi Henrik, >> >> Thanks a lot for your detailed answers. Very helpful. I did checked dChip's >> manual, but when I tried, I only got an excel file containing "inferred copy >> numbers" but nothing else. I will read over your "HB's Guide to dChip" first >> and see if I can become more familiar with the software. > > Yep, what is exported to that file depends on what you display on the > screen when you do the export. That is/was the only way how to > specify if "inferred" or "raw" CNs are exported. That is pointed out > in 'HB's Guide to dChip'. > > Cheers > > Henrik > >> >> Best, >> Yu Chuan >> >> On Tue, 16 Sep 2008, Henrik Bengtsson wrote: >> >>> Wrong URL: It should be http://www.dchip.org/ and nothing else. /HB >>> >>> On Tue, Sep 16, 2008 at 4:01 PM, Henrik Bengtsson <hb at="" stat.berkeley.edu=""> >>> wrote: >>>> >>>> Hi, >>>> >>>> it is possible to export such estimates to text files from within >>>> dChip. Check the dChip manual and user forum at >>>> http://www.dchip.com/. From there it depends where you want to >>>> import it and what methods you want to use. I'll let someone else >>>> answer that. >>>> >>>> Some more FYI: >>>> AFAIK, the *low-level data* exported from dChip reflect what is in the >>>> DCP files (binary data files created by dChip). Each DCP file hold >>>> (i) raw probe data (imported from the CEL files), (ii) normalized >>>> probe data, (iii) genotype calls, (iv) unit group/probeset summaries, >>>> aka "thetas"/"chip effects", and (v) std estimates of the latter. >>>> >>>> What is actually stored in the "theta" and the "stdvs" fields may >>>> depend on what settings you used in dChip, e.g. for SNPs (theta, >>>> stdvs) holds (theta_A,theta_B) if you tell dChip to fit >>>> allele-specific estimates and the stdvs is not stored anywhere, but if >>>> you choose to sum PMA+PMB while fitting, they hold what their names >>>> says. This is important to known/understand also when you choose to >>>> export estimates to text files, because the exported files will also >>>> have these constraints (although the column names says something >>>> else). I have a somewhat outdated document explaining this further >>>> with some plots showing how different settings change what is stored >>>> in DCP/exported; >>>> >>>> HB's Guide to dChip >>>> URL: http://docs.google.com/Doc?id=dddzqd53_28gzfkkg >>>> >>>> If you're still with me, you'll note that at the end of this document, >>>> I also have some notes on how to export "copy number and log ratio >>>> estimates". >>>> >>>> FYI: I'm developing a low-level package 'dChipIO' for reading dChip's >>>> DCP (and CDF.bin) binary files such that you do not have to export >>>> (and import) text files, but can work with the DCP files directly >>>> (faster, saves disk space, and removes one step of confusion). It >>>> provides an API similar what 'affxparser' provides for Affymetrix >>>> files. The dChipIO package can be installed as: >>>> >>>> source("http://www.braju.com/R/hbLite.R"); >>>> hbLite("dChipIO"); >>>> >>>> From example(readDcp): >>>>> >>>>> library("dChipIO"); >>>>> path <- system.file("exData", package="dChipIO"); >>>>> filename <- "Test3-1-121502.dcp"; >>>>> pathname <- file.path(path, filename); >>>>> data <- readDcp(pathname) >>>>> str(data) >>>> >>>> List of 7 >>>> $ header :List of 12 >>>> ..$ Header : chr "" >>>> ..$ Format : int 4 >>>> ..$ Normalized : logi FALSE >>>> ..$ ThetaValid : logi FALSE >>>> ..$ Median : int 143 >>>> ..$ MaxInten : int 0 >>>> ..$ CellDim : int 126 >>>> ..$ DatFile : chr "C:\\Documents and >>>> >>>> Settings\\hb\\braju.com.R\\aroma.affymetrix\\reengineeringdChip\\ annotationData\\Test3-1-121502.CEL" >>>> ..$ BaselineFile : chr "" >>>> ..$ ArrayOutlierPct : num 0 >>>> ..$ SingleOutlierPct: num 0 >>>> ..$ PresencePct : num 0 >>>> $ rawIntensities : int [1:15876] 190 11184 181 11144 154 162 >>>> 10141 158 10507 140 ... >>>> $ normalizedIntensities: int [1:15876] 376 1082 4800 1404 0 0 0 0 0 0 >>>> ... >>>> $ calls : raw [1:345] 00 00 00 00 ... >>>> $ thetas : num [1:345] 2.19e-36 5.01e-40 2.81e+20 >>>> 7.01e-45 5.51e-40 ... >>>> $ thetaStds : num [1:345] 1.20e-35 6.43e-39 7.01e-45 >>>> 5.86e-40 7.13e+31 ... >>>> $ excludes : int [1:345] 4 327753 4849734 5439488 6 >>>> 488564 1667694592 7 524391 6815828 ... >>>> >>>> This give you an idea what's in the DCP files/gets exported. >>>> >>>> Cheers >>>> >>>> /Henrik >>>> >>>> On Tue, Sep 16, 2008 at 1:59 PM, Yu Chuan Tai <yuchuan at="" stat.berkeley.edu=""> >>>> wrote: >>>>> >>>>> Hi all, >>>>> >>>>> Just wonder if anyone knows how to export the results from LOH, copy >>>>> numbers, and major copy proportions (MCP) analyses from dChip? >>>>> I am new to the sofware and haven't found the functions for these. >>>>> >>>>> Thanks! >>>>> Yu Chuan >>>>> >>>>> _______________________________________________ >>>>> Bioconductor mailing list >>>>> Bioconductor at stat.math.ethz.ch >>>>> https://stat.ethz.ch/mailman/listinfo/bioconductor >>>>> Search the archives: >>>>> http://news.gmane.org/gmane.science.biology.informatics.conductor >>>>> >>>> >>> >> >
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