`comethylation` may not work with soft-clipped reads or reads containing indels

[PeteHaitch]

comethylation. uses read.alen to infer read length. This may give odd results for soft-clipped reads or reads containing indels. I need to investigate which of the length methods is most appropriate: alen, inferred_length, qlen or rlen.

To be on the safe side, the initial public release of comethylation.py will simply skip reads containing indels.

[PeteHaitch]

Bismark does not allow soft-clipping of reads.

Bismark with Bowtie1 Bowtie1 does not do soft-clipping.

Bismark with Bowtie2 While Bowtie2 can do soft-clipping, Bismark does not permit Bowtie2 to soft-clip reads, i.e. it runs Bowtie2 with the --end-to-end flag and not the --local flag. From the Bismark (v10.1) manual:

Bismark limits Bowtie2 to only perform end-to-end alignments, i.e. searches for alignments involving all read characters (also called untrimmed or unclipped alignments).

[PeteHaitch]

This is a (non-bisulfite) read aligned with bwa mem that is soft-clipped.

DJTPB5M1:306:D278CACXX:4:1311:16397:99259       147     chr1    3002039 60      90M10S  =       3001933 -196    TAATTTTGTTAAAGATATTTGCTGGTCCTTTAAGTTGAAAATCTTCATTCTCACCTACTCTTGTTGTCCATATGTTTGGGCTTTTCATTGTGTCCTAGAT    BB@ABBCCBAA@CC@@BBBACCABAACC??>?A@AAB?AA?ACBBC>ABAABACB>@A@BBAA@A@ACC?@?A@@@ABBCC@A@AC?AAAAA@CB>A>=?    BD:Z:LMMEIQKPPNGPLPMMNFNOROOOLNPNEMKMLLMMKDDLMJMLJNLLJIJGKNNMKIJMLGLMGKMNNKKMGLDMMIOQMDDLJNLNHHHMORRQKOLL       PG:Z:MarkDuplicates.8   RG:Z:277_D278CACXX_GTGAAA_L004  BI:Z:RNRJNUTSTUNTSTUTTKSRTRUPQSQQJQRRQPRSPKKNOPQPOQRPPPOOSQPRPPPQRPORPPROPSQRPPIQSNQRQIIONPQRQOQQSQPSQRPP       NM:i:0  MQ:i:60 AS:i:90 XS:i:22

The last 10 cycles of the read have been soft-clipped:

>>> read.cigarstring
'90M10S'

Here's a comparison of read.alen, read.inferred_length, read.qlen and read.rlen. read.alen

>>> read.alen
90

read.inferred_length (not available in PySam v < 0.7.6)

>>> read.inferred_length
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
AttributeError: 'pysam.csamtools.AlignedRead' object has no attribute 'inferred_length'

read.qlen

>>> read.qlen
90

read.rlen

>>> read.rlen
100

[PeteHaitch]

This is a (non-bisulfite) read aligned with bwa mem that contains an insertion.

DJTPB5M1:306:D278CACXX:3:2209:2706:73074        147     chr1    3089005 0       70M1I29M        =       3088915 -189    GTCCCCTATCTGATTTAGGATAGGTAAAGATCCTTTCCCAATCTGTTGNTGGTCTTTTTGTCTTATTGACAAGTGTCTTTTGCCTTACAGAAGCTTTGCA    DDDDEEAACECD@AA?BABBACB@?@@CB@ACC@@ACCC??AAABAA?#AB@AB@@@@A@AC@@@@AB@C?A@A@ABA@@ABCBA?@BBCABCC??@>??    BD:Z:LNJJTSOQMQPQMFOOPPOLNOONLENKOMMOMDLMINMLMJNGLLKKKNNKILCDDLGJILMKKLMNGMMLGGKJLCDLNOOMMMGNKLNQRPGPOPLL       PG:Z:MarkDuplicates.9   RG:Z:277_D278CACXX_GTGAAA_L003  BI:Z:QSNNUTUSSTUTTLTTSRSTSSPRSKSQRPSQQJPSNPQNPPQPPRPPPSNQOPIIIQPQPQQQQQRROPQPNOPPQIIQPQPPQQOQQPRTSQJSQRPP       NM:i:4  MQ:i:0  AS:i:80 XS:i:90

There is a one base insertion at cycle 71 in the read.

>>> read.cigarstring
'70M1I29M'

Here's a comparison of read.alen, read.inferred_length, read.qlen and read.rlen. read.alen

>>> read.alen
99

read.inferred_length (not available in PySam v < 0.7.6)

>>> read.inferred_length
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
AttributeError: 'pysam.csamtools.AlignedRead' object has no attribute 'inferred_length'

read.qlen

>>> read.qlen
100

read.rlen

>>> read.rlen
100

[PeteHaitch]

This is a (non-bisulfite) read aligned with bwa mem that contains a deletion and soft-clipped cycles.

DJTPB5M1:306:D278CACXX:3:2307:21152:57403       83      chr1    3006697 60      5S60M1D35M      =       3006563 -230    GAAATTGGAAGGGCCGGGAGGGAGGAAAAGAAAAAAATTATGCAATTATATTTTAATATCCAAAAAAAAAAAAAAAAAAAAAAGAGTAACGGAATGGGAA    ####################################################################?A?A@BAA???A@ABBCA?@@;BD@@BBB?@@    BD:Z:LLLLPPOOONNMMMMMLLLLLLLLLLLKKKKKKKKKKKKKKKKJKKKKKKKKJJJJJJJJJJJJKKKKDDDDDDDCCDDDDMJJLNLMMOPNOQRNOLLL       PG:Z:MarkDuplicates.9   RG:Z:277_D278CACXX_GTGAAA_L003  BI:Z:PPPPTSSSSSRRRRRRQQQQQQQPPPPPPOPPPPPOPPPPOPPOPPPPPPPPPOPOOOOOOOOOOOOOJJJJJJJJJJJJJQPOPQQQROQPNTUPQPPP       NM:i:8  MQ:i:60 AS:i:53 XS:i:32

The first 5 cycles are soft-clipped and there is a deletion at cycle 66 of the read.

>>> read.cigarstring
'5S60M1D35M'

Here's a comparison of read.alen, read.inferred_length, read.qlen and read.rlen. read.alen

>>> read.alen
96

read.inferred_length (not available in PySam v < 0.7.6)

>>> read.inferred_length
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
AttributeError: 'pysam.csamtools.AlignedRead' object has no attribute 'inferred_length'

read.qlen

>>> read.qlen
95

read.rlen

>>> read.rlen
100

[PeteHaitch]

This is a (non-bisulfite) read aligned with bwa mem that contains a deletion.

DJTPB5M1:306:D278CACXX:5:2216:11367:15711       83      chr1    3006733 70      24M1D76M        =       3006639 -195    GAAATTATATTGTAATACCAAAAAAAAAAAAAAAAAAAAAAAGAGTAACGGAATGGGAAAAAAAAAGAAAGAAAAAAGAAAAAGAAAAGAAAAAGAAAAA    ####################AB=;088BBBBBBBBBBBAAACCCB?BA:BB??BBBA????????BC??AB?????AB????AB???BCAAA@BB@@>@A    OC:Z:17M1D83M   BD:Z:LLLLPPOONNNNMMMMLLLLEEEEEEDDDDDDDDDDDDDCMJJLMLLKMNKLLMHMJCCCCCCDMJKDMJKDDDDLIJDDDMJKDENKMFFGPNOIEELL       PG:Z:MarkDuplicates.7   RG:Z:277_D278CACXX_GTGAAA_L005  BI:Z:PPPPTSSSSSSRRRQQQQQQLLLKKKKKKKJKKKKJKKKKRQPQQRQROPPMSSNPOJJJJJJJQPOJQPOJJJJQPOJJJQPOJJQPOKKKRRQLKKPP       NM:i:5  MQ:i:60 AS:i:81 XS:i:33

There is a deletion at cycle 25 of the read.

>>> read.cigarstring
'24M1D76M'

Here's a comparison of read.alen, read.inferred_length, read.qlen and read.rlen. read.alen

>>> read.alen
101

read.inferred_length (not available in PySam v < 0.7.6)

>>> read.inferred_length
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
AttributeError: 'pysam.csamtools.AlignedRead' object has no attribute 'inferred_length'

read.qlen

>>> read.qlen
100

read.rlen

>>> read.rlen
100

[PeteHaitch]

This is a (non-bisulfite) read aligned with bwa mem that contains a deletion, an insertion and soft-clipped cycles.

DJTPB5M1:306:D278CACXX:3:1101:8598:39906        163     chr1    4995124 28      40S22M4I12M1D22M        =       4995234 152     CAATGAGATCCTTGCAGCCAGGAATCCCATTGCATTCTCCTGGAAAGAATGTTTGATGAAATTTAAAAAAAAAAAAATCTTGCCTTGCTGGGGATTGCAA    ?@=?A@CA@CBBACBABBBABCA@?BBBA??CBA??BABBACCA@@BA@?BAAAB@?BA@@????@@?@?B@BAAA?ACCA@DDBADDCEEEEBABBCDC    BD:Z:LLMLRMLLOOOOMMONNPONNOLKKNNINMLMONMLKJIMMNNMLCLILKNGLDMJMNJLDKLDKMDDDDDEEEEEELOKNNQQPOOQRQQLMQQQNPOM       PG:Z:MarkDuplicates.9   RG:Z:277_D278CACXX_GTGAAA_L003  BI:Z:PPRRQOPPPRQRRPQPPRQSPPRPRQPNSRMPRPRMOPPQRQOROIPOPQOPQKQOPPOPJRNKRRJJJJJJJKJKKSSRSRSSTTSTVSSQQVSRQRQR       NM:i:6  MQ:i:28 AS:i:34 XS:i:33

The first 40 cycles are soft-clipped, there is an insertion at cycle 63 and a deletion at cycle 79 of the read.

>>> read.cigarstring
'40S22M4I12M1D22M'

Here's a comparison of read.alen, read.inferred_length, read.qlen and read.rlen. read.alen

>>> read.alen
57

read.inferred_length (not available in PySam v < 0.7.6)

>>> read.inferred_length
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
AttributeError: 'pysam.csamtools.AlignedRead' object has no attribute 'inferred_length'

read.qlen

>>> read.qlen
60

read.rlen

>>> read.rlen
100

[PeteHaitch]

Another point to check when using soft-clipped reads will be the definition of n_overlap, which is currently:

n_overlap = read_1.alen + read_2.alen - abs(read_1.tlen)

[PeteHaitch]

comethylation will only process a read if it contains M in the CIGAR string, i.e. even = and X are disallowed.

[PeteHaitch]

comethylation correctly handles reads with indels as of v1.3.0 and should also correctly handle soft-clipped reads. However, since Bismark does not allow soft-clipping the latter needs to be more thoroughly tested once I have BS-seq data aligned with software that allows soft-clips (such as bwa-meth).

[PeteHaitch]

Closing as comethylation now supports indels and, in principle, soft-clipped reads. As support of soft-clipped reads is only in principle I will open a new issue to address this.