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− | * '''Convert files to VCF Format''' : Start by converting the unphased, quality controlled data set into VCF format. See our wiki page on . | + | * '''Convert files to VCF Format:''' Start by converting the unphased, quality controlled data set into VCF format. See our wiki page on [[Minimac3 Cookbook : Converting Files to VCF| Converting to VCF]] for more details on how to convert. |
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− | * '''Split the data by Sex''' : Start by splitting the unphased, quality controlled data set by sex. | + | * '''Split the data into PAR and non-PAR:''' Separate the pseudo-autosomal part and non-pseudo-autosomal part into separate files. The non-PAR is located on <font face=Courier>'''chrX:2699520-154931043'''</font> on build hg19. The split can be done for VCF files as follows. |
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− | * '''Split the data into PAR and non-PAR:''' Separate the pseudo-autosomal part and non-pseudo-autosomal part into separate files. The PAR is located on <font face=Courier>'''chrX:1-2709520'''</font> and <font face=Courier>'''chrX:154584238-154913754'''</font> on build hg18 and <font face=Courier>'''chrX:60001-2699519'''</font> and <font face=Courier>'''chrX:154931044-155260560'''</font> on build hg19. The split can be done for VCF files as follows (for build hg19):
| + | vcftools --gzvcf gwas.data.vcf.gz \ |
− | | |
− | vcftools --gzvcf males.gwas.data.vcf.gz \ | |
| --from-bp 2699520 \ | | --from-bp 2699520 \ |
| --to-bp 154931043 \ | | --to-bp 154931043 \ |
| --recode \ | | --recode \ |
− | --out males.non.PAR.gwas.data | + | --out Non.PAR.gwas.data |
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− | vcftools --gzvcf males.gwas.data.vcf.gz \ | + | vcftools --gzvcf gwas.data.vcf.gz \ |
− | --exclude-positions males.non.PAR.gwas.data.recode.vcf \ | + | --exclude-positions Non.PAR.gwas.data.recode.vcf \ |
| + | --recode \ |
| + | --out PAR.gwas.data |
| + | |
| + | '''NOTE''': After this step, please verify that the male samples have only one haplotype in <font face=Courier>Non.PAR.gwas.data.recode.vcf</font> and two haplotypes in <font face=Courier>PAR.gwas.data.recode.vcf</font> |
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| + | * '''Split the non-PAR data by Sex:''' Separate the non-PAR data by sex, which can also be done by vcftools as follows. Note that the <font face=Courier>PAR.gwas.data.recode.vcf</font> need NOT be separated since both males and females are diploids there. |
| + | |
| + | vcftools --vcf Non.PAR.gwas.data.recode.vcf \ |
| + | --keep male.sample.list ## or female.sample.list \ |
| --recode \ | | --recode \ |
− | --out males.PAR.gwas.data | + | --out Male.Non.PAR.gwas.data ## or Female.Non.PAR.gwas.data \ |
| + | |
| + | * '''Pre-phase PAR data and female non-PAR data:''' Out of the three available data, only the PAR data and female non-PAR data have two haplotypes and thus need to be phased, while the male non-PAR data has haploids and need not be phased. See our wiki page on [[Minimac3 Cookbook : Pre-Phasing| Pre-Phasing]] and [[Minimac3 Cookbook : Converting Files to VCF| Converting to VCF]] for further details on pre-phasing and converting files back to VCF format. |
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− | * '''Impute Sex and PAR/non-PAR separately:''' The following example illustrates how to do that (files available in <code>Minimac3/test/</code> directory) | + | * '''Impute Data:''' The following example illustrates how to impute into the pahsed PAR data (both males and females together), phased female non-PAR data and haploid male non-PAR data as follows: |
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| # Male Samples (Non-PAR) | | # Male Samples (Non-PAR) |
| ../bin/Minimac3 --refHaps refPanelChrX.Non.Auto.vcf \ | | ../bin/Minimac3 --refHaps refPanelChrX.Non.Auto.vcf \ |
− | --haps targetStudyChrX.males.vcf \ | + | --haps Phased.Male.Non.PAR.gwas.data.vcf \ |
| --prefix testRun.males.Non.PAR | | --prefix testRun.males.Non.PAR |
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| # Female Samples (Non-PAR) | | # Female Samples (Non-PAR) |
| ../bin/Minimac3 --refHaps refPanelChrX.Non.Auto.vcf \ | | ../bin/Minimac3 --refHaps refPanelChrX.Non.Auto.vcf \ |
− | --haps targetStudyChrX.females.vcf \ | + | --haps Phased.Female.Non.PAR.gwas.data.vcf \ |
| --prefix testRun.females.Non.PAR | | --prefix testRun.females.Non.PAR |
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− | # Male Samples (PAR) | + | # All Samples (PAR) |
− | ../bin/Minimac3 --refHaps refPanelChrX.Non.Auto.vcf \
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− | --haps targetStudyChrX.males.vcf \
| |
− | --prefix testRun.males.PAR
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− |
| |
− | # Female Samples (PAR)
| |
| ../bin/Minimac3 --refHaps refPanelChrX.Non.Auto.vcf \ | | ../bin/Minimac3 --refHaps refPanelChrX.Non.Auto.vcf \ |
− | --haps targetStudyChrX.females.vcf \ | + | --haps PAR.gwas.data.recode.vcf \ |
− | --prefix testRun.females.PAR | + | --prefix testRun.All.PAR |
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| * '''NOTE:''' For imputing non-PAR of chromosome X, user must analyze male and female samples separately, otherwise program would crash. User should also ensure that the reference panel consists of only PAR or non-PAR region of chromosome X, otherwise program would crash. | | * '''NOTE:''' For imputing non-PAR of chromosome X, user must analyze male and female samples separately, otherwise program would crash. User should also ensure that the reference panel consists of only PAR or non-PAR region of chromosome X, otherwise program would crash. |