Difference between revisions of "BamUtil: stats"

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(Count-Based Output Format (--pBaseQC))
(Sample Output)
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===== Sample Output =====
 
===== Sample Output =====
 
<pre>
 
<pre>
Summary of Pileup Stats (1st Mean, 2nd Standard Deviation)
+
Summary of Pileup Stats (1st Row is Mean, 2nd Row is Standard Deviation)
 
TotalReads Dups QCFail Mapped Paired ProperPaired ZeroMapQual MapQual<10 MapQual255 PassMapQual AverageMapQuality AverageMapQualCount
 
TotalReads Dups QCFail Mapped Paired ProperPaired ZeroMapQual MapQual<10 MapQual255 PassMapQual AverageMapQuality AverageMapQualCount
 
Depth Q20Bases
 
Depth Q20Bases

Revision as of 11:27, 26 January 2012


Overview of the stats function of bamUtil

The stats option on the BamUtil executable generates the specified statistics on a SAM/BAM file.

Usage

./bam stats --in <inputFile> [--basic] [--qual] [--phred] [--pbaseQC <outputFileName>] [--cbaseQC <outputFileName>] [--baseSum] [--maxNumReads <maxNum>][--unmapped] [--bamIndex <bamIndexFile>] [--regionList <regFileName>] [--minMapQual <minMapQ>] [--dbsnp <dbsnpFile>] [--noeof] [--params]


Parameters

	Required Parameters:
		--in : the SAM/BAM file to calculate stats for
	Types of Statistics that can be generated:
		--basic       : Turn on basic statistic generation
		--qual        : Generate a count for each quality (displayed as non-phred quality)
		--phred       : Generate a count for each quality (displayed as phred quality)
		--pBaseQC     : Write per base statistics as Percentages to the specified file.
		                pBaseQC & cBaseQC cannot both be specified.
		--cBaseQC     : Write per base statistics as Counts to the specified file.
		                pBaseQC & cBaseQC cannot both be specified.
	Optional Parameters:
		--maxNumReads : Maximum number of reads to process
		                Defaults to -1 to indicate all reads.
		--unmapped    : Only process unmapped reads (requires a bamIndex file)
		--bamIndex    : The path/name of the bam index file
		                (if required and not specified, uses the --in value + ".bai")
		--regionList  : File containing the regions to be processed chr<tab>start_pos<tab>end<pos>.
		                Positions are 0 based and the end_pos is not included in the region.
		                Uses bamIndex.
		--minMapQual  : The minimum mapping quality for filtering reads in the baseQC stats.
		--dbsnp       : The dbSnp file of positions to exclude from baseQC analysis.
		--noeof       : Do not expect an EOF block on a bam file.
		--params      : Print the parameter settings.
	Optional BaseQC Only Parameters:
		--baseSum     : Print an overall summary of the baseQC for the file to stderr.

For all types of statistics, the bam file used is specified by --in.

The optional parameters are used for all types of statistics.

Input File (--in)

Use --in followed by your file name to specify the SAM/BAM input file.

The program automatically determines if your input file is SAM/BAM/uncompressed BAM without any input other than a filename from the user, unless your input file is stdin.

A - is used to indicate to read from stdin and the extension is used to determine the file type (no extension indicates SAM).

SAM/BAM/Uncompressed BAM from file --in yourFileName
SAM from stdin --in -
BAM from stdin --in -.bam
Uncompressed BAM from stdin --in -.ubam


Note: Uncompressed BAM is compressed using compression level-0 (so it is not an entirely uncompressed file). This matches the samtools implementation so pipes between our tools and samtools are supported.


Types of Statistics

Basic (--basic)

Prints summary statistics for the file:

  • TotalReads - # of reads that are in the file
  • MappedReads - # of reads marked mapped in the flag
  • PairedReads - # of reads marked paired in the flag
  • ProperPair - # of reads marked paired AND proper paired in the flag
  • DuplicateReads - # of reads marked duplicate in the flag
  • QCFailureReads - # of reads marked QC failure in the flag
  • MappingRate(%) - # of reads marked mapped in the flag / TotalReads
  • PairedReads(%) - # of reads marked paired in the flag / TotalReads
  • ProperPair(%) - # of reads marked paired AND proper paired in the flag / TotalReads
  • DupRate(%) - # of reads marked duplicate in the flag / TotalReads
  • QCFailRate(%) - # of reads marked QC failure in the flag / TotalReads
  • TotalBases - # of bases in all reads
  • BasesInMappedReads - # of bases in reads marked mapped in the flag

Qual/Phred (--phred and --qual)

Prints a count of the number of times each quality value appears in the file.

  • phred Displays Quality as phred integers [0-93]
  • qual Displays Quality as non-phred integers (phred + 33) [33-126]


BaseQC (--pBaseQC and --cBaseQC and --baseSum)

The pBaseQC and cBaseQC options generate per base statistics. Only one of these two options can be specified. They write statistics generated for each position to the file specified after the option. They use the same logic for calculating statistics, but pBaseQC writes the statistics as percentages, and cBaseQC writes them as counts. The order of the statistics are also different.

The baseSum option can be used with either pBaseQC or cBaseQC or on its own. baseSum generates a summary of the per position statistics and writes it to stderr. It calculates the per position base statistics even if they will not be written anywhere (neither pBaseQC nor cBaseQC are specified).


All three options use the same logic for calculating the statistics:

  • A read spans a position if the read starts at or before the position, ends at or after the position and the position is not a clip. CIGAR operations allowed for the position are M/X/=/D/N. If the CIGAR is '*', only numbers for the specified reference position are incremented.
  • Currently there is no special logic to exclude positions/reads where the reference base is 'N' or the read base is 'N'.


Percentage-Based Output Format (--pBaseQC)

Order/Descriptions:

Field Description Excludes Duplicates, QC Failures Excludes Unmapped Excludes MapQual = 255 Excludes Below Min MapQual Excludes CIGAR Deletions, Skips
chrom Chromosome/reference name string from the SAM/BAM
chromStart 0-based start position
chromEnd 0-based end position (always 1 greater than start and not included in this region)
Depth # of reads that are mapped with acceptable Mapping Quality, and are not duplicates or QC failures X X X X X
Q20Bases # of bases at this position with a base quality (from the read) of Q20 or higher X X X X X
Q20BasesPct(%) Q20Bases / Depth X X X X X
TotalReads # of reads that span this position
MappedBases # of reads marked mapped in the flag X X
MappingRate(%) MappedBases / TotalReads X X
MapRate_MQPass(%) # of reads that have a Mapping Quality >= a minimum Mapping Quality / TotalReads X X
ZeroMapQual(%) # of reads that have a Mapping Quality of 0 / TotalReads X X
MapQual<10(%) # of reads that have a Mapping Quality < 10 / TotalReads X X
PairedReads(%) # of reads marked paired in the flag / TotalReads X X
ProperPaired(%) # of reads marked paired AND proper paired in the flag / TotalReads X X
DupRate(%) # of reads marked duplicate in the flag / TotalReads
QCFailRate(%) # of reads marked QC failure in the flag / TotalReads
AverageMapQuality sum of included mapping qualities / AverageMapQualCount X X X
AverageMapQualCount # of mapping qualities in AverageMapQuality X X X

This output does not include a MapQual255 count.


Sample Output
chrom	chromStart	chromEnd	Depth	Q20Bases	Q20BasesPct(%)	TotalReads	MappedBases	MappingRate(%)	MapRate_MQPass(%)	ZeroMapQual(%)	MapQual<10(%)	PairedReads(%)	ProperPaired(%)	DupRate(%)	QCFailRate(%)	AverageMapQuality	AverageMapQualCount
1	100	101	2	2	100.000	3	3	100.000	66.667	33.333	66.667	100.000	0.000	0.000	0.000	11.000	3
1	101	102	2	0	0.000	3	3	100.000	66.667	33.333	66.667	100.000	0.000	0.000	0.000	11.000	3
1	102	103	0	0	0.000	3	3	100.000	66.667	33.333	66.667	100.000	0.000	0.000	0.000	0.000	0
1	103	104	0	0	0.000	3	3	100.000	66.667	33.333	66.667	100.000	0.000	0.000	0.000	0.000	0
1	104	105	2	0	0.000	3	3	100.000	66.667	33.333	66.667	100.000	0.000	0.000	0.000	11.000	3
1	105	106	2	2	100.000	3	3	100.000	66.667	33.333	66.667	100.000	0.000	0.000	0.000	11.000	3
1	110	111	0	0	0.000	3	3	100.000	66.667	33.333	66.667	100.000	0.000	0.000	0.000	0.000	0
1	111	112	2	2	100.000	3	3	100.000	66.667	33.333	66.667	100.000	0.000	0.000	0.000	11.000	3
1	112	113	2	2	100.000	3	3	100.000	66.667	33.333	66.667	100.000	0.000	0.000	0.000	11.000	3
1	10012	10013	14	0	0.000	42	33	78.571	52.381	26.190	52.381	85.714	35.714	14.286	14.286	11.000	21
1	10013	10014	14	10	71.429	39	30	76.923	51.282	25.641	51.282	84.615	38.462	15.385	15.385	11.000	21
1	10023	10024	0	0	0.000	39	30	76.923	51.282	25.641	51.282	84.615	38.462	15.385	15.385	0.000	0
1	10024	10025	14	12	85.714	39	30	76.923	51.282	25.641	51.282	84.615	38.462	15.385	15.385	11.000	21


Count-Based Output Format (--cBaseQC)

Order/Descriptions:

Field Description Excludes Duplicates, QC Failures Excludes Unmapped Excludes MapQual = 255 Excludes Below Min MapQual Excludes CIGAR Deletions, Skips
chrom Chromosome/reference name string from the SAM/BAM
chromStart 0-based start position
chromEnd 0-based end position (always 1 greater than start and not included in this region)
TotalReads # of reads that span this position
Dups # of reads marked duplicate in the flag
QCFail # of reads marked QC failure in the flag
Mapped # of reads marked mapped in the flag X X
Paired # of reads marked paired in the flag X X
ProperPaired # of reads marked paired AND proper paired in the flag X X
ZeroMapQual # of reads that have a Mapping Quality of 0 X X
MapQual<10(%) # of reads that have a Mapping Quality < 10 X X
MapQual255 # of reads that have a Mapping Quality = 255 X X
PassMapQual # of reads that have a Mapping Quality >= a minimum Mapping Quality X X
AverageMapQuality sum of included mapping qualities / AverageMapQualCount X X X
AverageMapQualCount # of mapping qualities in AverageMapQuality X X X
Depth # of reads that are mapped with acceptable Mapping Quality, and are not duplicates or QC failures X X X X X
Q20Bases # of bases at this position with a base quality (from the read) of Q20 or higher X X X X X

Summary of per Position Statistics (--baseSum)

Use --baseSum to print an overall summary of the baseQC for the file to stderr.

This option can be used with or without --pBaseQC and --cBaseQC

The values are tab delimited. First there is a header line describing the summary. Then there is a line with the Mean values, then a line with the Standard Deviations.

Field Description Excludes Duplicates, QC Failures Excludes Unmapped Excludes MapQual = 255 Excludes Below Min MapQual Excludes CIGAR Deletions, Skips
TotalReads # of reads that span this position
Dups # of reads marked duplicate in the flag
QCFail # of reads marked QC failure in the flag
Mapped # of reads marked mapped in the flag X X
Paired # of reads marked paired in the flag X X
ProperPaired # of reads marked paired AND proper paired in the flag X X
ZeroMapQual # of reads that have a Mapping Quality of 0 X X
MapQual<10(%) # of reads that have a Mapping Quality < 10 X X
MapQual255 # of reads that have a Mapping Quality = 255 X X
PassMapQual # of reads that have a Mapping Quality >= a minimum Mapping Quality X X
AverageMapQuality sum of included mapping qualities / AverageMapQualCount X X X
AverageMapQualCount # of mapping qualities in AverageMapQuality X X X
Depth # of reads that are mapped with acceptable Mapping Quality, and are not duplicates or QC failures X X X X X
Q20Bases # of bases at this position with a base quality (from the read) of Q20 or higher X X X X X


Sample Output
Summary of Pileup Stats (1st Row is Mean, 2nd Row is Standard Deviation)
TotalReads	Dups	QCFail	Mapped	Paired	ProperPaired	ZeroMapQual	MapQual<10	MapQual255	PassMapQual	AverageMapQuality	AverageMapQualCount	
Depth	Q20Bases
14.307692	1.846154	1.846154	8.769231	7.846154	0.923077	2.923077	5.846154	0.000000	2.923077	11.000000	8.769231	2.076923	1.153846
17.670053	2.882307	2.882307	9.038380	7.603137	1.441153	3.012793	6.025586	0.000000	3.012793	0.000000	9.038380	2.841993	1.993579