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samtools-consensus(1) |
Bioinformatics tools |
samtools-consensus(1) |
samtools consensus - produces produce a consensus FASTA/FASTQ/PILEUP
samtools consensus [-saAMq] [-r region] [-f
format] [-l line-len] [-d min-depth]
[-C cutoff] [-c call-fract] [-H
het-fract] in.bam [in2.bam]
Generate consensus from a SAM, BAM or CRAM file based on the contents of the
alignment records. The consensus is written either as FASTA, FASTQ, or a
pileup oriented format. This is selected using the -f FORMAT
option.
The default output for FASTA and FASTQ formats include one base
per non-gap consensus. Hence insertions with respect to the aligned
reference will be included and deletions removed. This behaviour can be
controlled with the --show-ins and --show-del options. This
could be used to compute a new reference from sequences assemblies to
realign against.
The pileup-style format strictly adheres to one row per consensus
location, differing from the one row per reference based used in the related
"samtools mpileup" command. This means the base quality values for
inserted columns are reported. The base quality value of gaps (either within
an insertion or otherwise) are determined as the average of the surrounding
non-gap bases. The columns shown are the reference name, position, nth base
at that position (zero if not an insertion), consensus call, consensus
confidence, sequences and quality values.
Two consensus calling algorithms are offered. The default computes
a heterozygous consensus in a Bayesian manner, derived from the
"Gap5" consensus algorithm. Quality values are also tweaked to
take into account other nearby low quality values. This can also be
disabled, using the --no-adj-qual option.
This method also utilises the mapping qualities, unless the
--no-use-MQ option is used. Mapping qualities are also auto-scaled to
take into account the local reference variation by processing the MD:Z tag,
unless --no-adj-MQ is used. Mapping qualities can be capped between a
minimum (--low-MQ) and maximum (--high-MQ), although the
defaults are liberal and trust the data to be true. Finally an overall scale
on the resulting mapping quality can be supplied (--scale-MQ,
defaulting to 1.0). This has the effect of favouring more calls with a
higher false positive rate (values greater than 1.0) or being more cautious
with higher false negative rates and lower false positive (values less than
1.0).
The second method is a simple frequency counting algorithm,
summing either +1 for each base type or +qual if the
--use-qual option is specified. This is enabled with the --mode
simple option.
The summed share of a specific base type is then compared against
the total possible and if this is above the --call-fract
fraction parameter then the most likely base type is called, or
"N" otherwise (or absent if it is a gap). The --ambig
option permits generation of ambiguity codes instead of "N",
provided the minimum fraction of the second most common base type to the
most common is above the --het-fract
fraction.
General options that apply to both algorithms:
- -r REG, --region REG
- Limit the query to region REG. This requires an index.
- -f FMT, --format FMT
- Produce format FMT, with "fastq", "fasta" and
"pileup" as permitted options.
- -l N, --line-len N
- Sets the maximum line length of line-wrapped fasta and fastq formats to
N.
- -o FILE, --output FILE
- Output consensus to FILE instead of stdout.
- -m STR, --mode STR
- Select the consensus algorithm. Valid modes are "simple"
frequency counting and the "bayesian" (Gap5) method, with
Bayesian being the default. (Note case does not matter, so
"Bayesian" is accepted too.)
- -a
- Outputs all bases, from start to end of reference, even when the aligned
data does not extend to the ends. This is most useful for construction of
a full length reference sequence.
- --rf, --incl-flags STR|INT
- Only include reads with at least one FLAG bit set. Defaults to zero, which
filters no reads.
- --ff, --excl-flags STR|INT
- Exclude reads with any FLAG bit set. Defaults to
"UNMAP,SECONDARY,QCFAIL,DUP".
- --min-MQ INT
- Filters out reads with a mapping quality below INT. This defaults
to zero.
- --show-del yes/no
- Whether to show deletions as "*" (no) or to omit from the output
(yes). Defaults to no.
- --show-ins yes/no
- Whether to show insertions in the consensus. Defaults to yes.
- -A, --ambig
- Enables IUPAC ambiguity codes in the consensus output. Without this the
output will be limited to A, C, G, T, N and *.
- The following options apply only to the simple (default) consensus
mode:
-
- -q, --use-qual
- For the simple consensus algorithm, this enables use of base quality
values. Instead of summing 1 per base called, it sums the base quality
instead. These sums are also used in the --call-fract and
--het-fract parameters too. Quality values are always used for the
"Gap5" consensus method and this option has no affect. Note
currently quality values only affect SNPs and not inserted sequences,
which still get scores with a fixed +1 per base type occurrence.
- -d D, --min-depth D
- The minimum depth required to make a call. Defaults to 1. Failing this
depth check will produce consensus "N", or absent if it is an
insertion.
- -H H, --het-fract H
- For consensus columns containing multiple base types, if the second most
frequent type is at least H fraction of the most common type then a
heterozygous base type will be reported in the consensus. Otherwise the
most common base is used, provided it meets the --call-fract
parameter (otherwise "N"). The fractions computed may be
modified by the use of quality values if the -q option is enabled.
Note although IUPAC has ambiguity codes for A,C,G,T vs any other A,C,G,T
it does not have codes for A,C,G,T vs gap (such as in a heterozygous
deletion). Given the lack of any official code, we use lower-case letter
to symbolise a half-present base type.
- -c C, --call-fract C
- Only used for the simple consensus algorithm. Require at least C
fraction of bases agreeing with the most likely consensus call to omit
that base type. This defaults to 0.75. Failing this check will output
"N".
- The following options apply only to Bayesian consensus mode enabled
- with the -5 option.
- -5
- Enable Bayesian consensus algorithm.
- -C C, --cutoff C
- Only used for the Gap5 consensus mode, which produces a Phred style score
for the final consensus quality. If this is below C then the
consensus is called as "N".
- --use-MQ, --no-use-MQ
- Enable or disable the use of mapping qualities. Defaults to on.
- --adj-MQ, --no-adj-MQ
- If mapping qualities are used, this controls whether they are scaled by
the local number of mismatches to the reference. The reference is unknown
by this tool, so this data is obtained from the MD:Z auxiliary tag (or
ignored if not present). Defaults to on.
- --NM-halo INT
- Specifies the distance either side of the base call being considered for
computing the number of local mismatches.
- --low-MQ MIN, --high-MQ MAX
- Specifies a minimum and maximum value of the mapping quality. These are
not filters and instead simply put upper and lower caps on the values. The
defaults are 0 and 60.
- --scale-MQ FLOAT
- This is a general multiplicative mapping quality scaling factor. The
effect is to globally raise or lower the quality values used in the
consensus algorithm. Defaults to 1.0, which leaves the values unchanged.
- --P-het FLOAT
- Controls the likelihood of any position being a heterozygous site.
Defaults to 1e-4. Smaller numbers makes the algorithm more likely to call
a pure base type. Note the algorithm will always compute the probability
of the base being homozygous vs heterozygous, irrespective of whether the
output is reported as ambiguous (it will be "N" if deemed to be
heterozygous without --ambig mode enabled).
- -
- Create a modified FASTA reference that has a 1:1 coordinate correspondence
with the original reference used in alignment.
samtools consensus -a --show-ins no in.bam -o ref.fa
- -
- Create a FASTQ file for the contigs with aligned data, including
insertions.
samtools consensus -f fastq in.bam -o cons.fq
Written by James Bonfield from the Sanger Institute.
samtools(1), samtools-mpileup(1),
Samtools website: <http://www.htslib.org/>
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