This page describes Bio.AlignIO, a new multiple sequence Alignment Input/Output interface for BioPython 1.46 and later.
In addition to the built in API documentation, there is a whole chapter in the Tutorial on Bio.AlignIO, and although there is some overlap it is well worth reading in addition to this WIKI page.
You may already be familiar with the Bio.SeqIO module which deals with files containing one or more sequences represented as SeqRecord objects. The purpose of the SeqIO module is to provide a simple uniform interface to assorted sequence file formats.
Similarly, Bio.AlignIO deals with files containing one or more sequence alignments represented as Alignment objects. Bio.AlignIO uses the same set of functions for input and output as in Bio.SeqIO, and the same names for the file formats supported.
Note that the inclusion of Bio.AlignIO does lead to some duplication or choice in how to deal with some file formats. For example, Bio.AlignIO and Bio.Clustalw will both read sequences from Clustal files - but Bio.Clustalw also includes a command line wrapper to call the program.
My vision is that for reading or writing sequence alignments you should try Bio.AlignIO as your first choice. In some cases you may only care about the sequences themselves, in which case try using Bio.SeqIO on the alignment file directly. Unless you have some very specific requirements, I hope this should suffice.
This table lists the file formats that Bio.AlignIO can read and write, with the Biopython version where this was first supported.
|clustal||1.46||1.46||See also Bio.Clustalw for calling the command line tool.|
|emboss||1.46||Soon?||The EMBOSS simple/pairs alignment format.|
|fasta||1.46||1.46||This refers to the input file format introduced for Bill Pearson's FASTA tool, where each record starts with a ">" line. Note that storing more than one alignment in this format is ambiguous.|
|fasta-m10||1.46||No||This refers to the pairwise alignment output from Bill Pearson's FASTA tools, specifically the machine readable version when the -m 10 command line is used. The default free format text output is not supported.|
|ig||1.47||No||The refers to the IntelliGenetics file format often used for ordinary un-aligned sequences. The tool MASE also appears to use the same file format for alignments, hence its inclusion in this table. See MASE format.|
|nexus||1.46||1.48||Also known as PAUP format. Uses Bio.Nexus internally.|
|phylip||1.46||1.46||Our implementation is a strict interpretation of the PHYLIP format which truncates names at 10 characters.|
|stockholm||1.46||1.46||Also known as PFAM format, this file format supports rich annotation.|
In addition, you can store the (gapped) sequences from an alignment in any of the file formats supported by Bio.SeqIO. The most common example of this is storing multiple alignments in the simple fasta format. However, storing more than one alignment in a single such file is ambiguous - see the section below on alignment input.
As in Bio.SeqIO, there are two functions for alignment input. These are Bio.AlignIO.read() for when the file contains one and only one alignment, and the more general Bio.AlignIO.parse() when the file may contain multiple separate alignments.
Both these functions have two required arguments, a file handle and a file format. As with Bio.SeqIO, Biopython insists that you explicitly give the expected file format, rather than attempting to guess this based on the filename or contents. The file format is specified as a lower case string, see the table above.
As an example, we'll look at a PFAM seed alignment for the Fibrinogen gamma chain PF09395 Fib_gamma. At the time of writing, this contained 14 sequences with an alignment length of 77 amino acids, and is shown below in the PFAM or Stockholm format:
# STOCKHOLM 1.0 #=GS Q7ZVG7_BRARE/37-110 AC Q7ZVG7.1 #=GS Q6X871_SCAAQ/1-77 AC Q6X871.1 #=GS O02676_CROCR/1-77 AC O02676.1 #=GS Q6X869_TENEC/1-77 AC Q6X869.1 #=GS FIBG_HUMAN/40-116 AC P02679.3 #=GS O02689_TAPIN/1-77 AC O02689.1 #=GS O02688_PIG/1-77 AC O02688.1 #=GS O02672_9CETA/1-77 AC O02672.1 #=GS O02682_EQUPR/1-77 AC O02682.1 #=GS Q6X870_CYNVO/1-77 AC Q6X870.1 #=GS FIBG_RAT/40-116 AC P02680.3 #=GS Q6X866_DROAU/1-76 AC Q6X866.1 #=GS O93568_CHICK/40-116 AC O93568.1 #=GS FIBG_XENLA/38-114 AC P17634.1 Q7ZVG7_BRARE/37-110 GFGTYCPTTCGVADYLQRYKPDMDKKLDDMEQDLEEIANLTRGAQDKVVYLK---DSEAQAQKQSPDTYIKKSSNML Q6X871_SCAAQ/1-77 RFGSYCPTTCGIADFLSTYQATVDKDLQTLEDILSQAENKTMEAKELVKAIQVSYLPEDPARPNRVELATKDSKKMM O02676_CROCR/1-77 RFGSYCPTTCGIADFLSTYQTGVXNDLRTLEDLLSGIENKTSEAKELIKSIQVSYNPNEPPKPNTIVSATKDSKKMM Q6X869_TENEC/1-77 RFGSYCPTTCGIADFLSTYQGSIDKDLQTLEDILNQVENKTXEASELIKSIQVSYNPDEPPRPNMIEGATQKSKKML FIBG_HUMAN/40-116 RFGSYCPTTCGIADFLSTYQTKVDKDLQSLEDILHQVENKTSEVKQLIKAIQLTYNPDESSKPNMIDAATLKSRKML #=GS FIBG_HUMAN/40-116 DR PDB; 1qvh L;14-45 #=GS FIBG_HUMAN/40-116 DR PDB; 1fza C;88-90 #=GS FIBG_HUMAN/40-116 DR PDB; 1fzb C;88-90 #=GS FIBG_HUMAN/40-116 DR PDB; 1fzb F;88-90 #=GS FIBG_HUMAN/40-116 DR PDB; 1qvh I;14-45 #=GS FIBG_HUMAN/40-116 DR PDB; 1fza F;88-90 #=GR FIBG_HUMAN/40-116 SS CCXCXBXXHHHHHHHHHHHHHHHHHHHHHHHXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX-CC O02689_TAPIN/1-77 RFGSYCPTTCGIADFLSTYQTXVDKDLQVLEDILNQAENKTSEAKELIKAIQVRYKPDEPTKPGGIDSATRESKKML O02688_PIG/1-77 RFGSYCPTMCGIAGFLSTYQNTVEKDLQNLEGILHQVENKTSEARELIKAIQISYNPEDLSKPDRIQSATKESKKML O02672_9CETA/1-77 RFGSYCPTTCGVADFLSNYQTSVDKDLQNLEGILYQVENKTSEARELVKAIQISYNPDEPSKPNNIESATKNSKRMM O02682_EQUPR/1-77 RFGSYCPTTCGIADFLSNYQTSVDKDLQDFEDILHRAENQTSEAEQLIQAIRTSYNPDEPPKTGRIDAATRESKKMM Q6X870_CYNVO/1-77 RFGSYCPTTCGIADFLSTYQTKVDEDLQNLEDILYRVENRTSEAKELIKAIQVDYNPGEPPKQSVTEGATQNAKKMV FIBG_RAT/40-116 RFGSYCPTTCGISDFLNSYQTDVDTDLQTLENILQRAENRTTEAKELIKAIQVYYNPDQPPKPGMIEGATQKSKKMV Q6X866_DROAU/1-76 RFGSYCPTTCGIADFLNKYQTTIDQDLRHMEETLRDIDNKTAESTLLIQKIQIGQTPDPRPQ-NVIGDVTQKSRKMI O93568_CHICK/40-116 RFGSYCPTTCGIADFFNKYRLTTDGELLEIEGLLQQATNSTGSIEYLIQHIKTIYPSEKQTLPQSIEQLTQKSKKII #=GS O93568_CHICK/40-116 DR PDB; 1m1j F;14-90 #=GS O93568_CHICK/40-116 DR PDB; 1m1j C;14-90 #=GR O93568_CHICK/40-116 SS CCEEEEE-CCCCCCCCCCCCCHHHCCCCCHHHHHHHHHHHHHHHCCCCCCHHHHS-SSTT--SS-HHHHHHHHHHHH FIBG_XENLA/38-114 RFGEYCPTTCGISDFLNRYQENVDTDLQYLENLLTQISNSTSGTTIIVEHLIDSGKKPATSPQTAIDPMTQKSKTCW #=GC SS_cons CCECEEE-CCCCCCCCCCCCCHHHCCCCCHHHHHHHHHHHHHHHCCCCCCHHHHS-SSTT--SS-HHHHHHHHHHCC #=GC seq_cons RFGSYCPTTCGIADFLSsYQssVDcDLQsLEsILpplEN+ToEAc-LIKuIQlsYsP--ss+PstI-uATpcSKKMl //
You will notice that there is plenty of annotation information here, including accession numbers for each sequence and also some PDB database cross-references and secondary structure information for the human and chick fibrinogen proteins.
This file contains a single alignment, so we can use the Bio.AlignIO.read() function to load it in Biopython. Let's assume you have downloaded this alignment from Sanger, or have copy and pasted the text above, and saved this as a file called PF09395_seed.sth on your computer. Then in python:
from Bio import AlignIO alignment = AlignIO.read(open("PF09395_seed.sth"), "stockholm") print "Alignment length %i" % alignment.get_alignment_length() for record in alignment : print record.seq, record.id
That should give:
Alignment length 77 GFGTYCPTTCGVADYLQRYKPDMDKKLDDMEQDLEEIANLTRGAQDKVVYLK---DSEAQAQKQSPDTYIKKSSNML Q7ZVG7_BRARE/37-110 RFGSYCPTTCGIADFLSTYQATVDKDLQTLEDILSQAENKTMEAKELVKAIQVSYLPEDPARPNRVELATKDSKKMM Q6X871_SCAAQ/1-77 RFGSYCPTTCGIADFLSTYQTGVXNDLRTLEDLLSGIENKTSEAKELIKSIQVSYNPNEPPKPNTIVSATKDSKKMM O02676_CROCR/1-77 RFGSYCPTTCGIADFLSTYQGSIDKDLQTLEDILNQVENKTXEASELIKSIQVSYNPDEPPRPNMIEGATQKSKKML Q6X869_TENEC/1-77 RFGSYCPTTCGIADFLSTYQTKVDKDLQSLEDILHQVENKTSEVKQLIKAIQLTYNPDESSKPNMIDAATLKSRKML FIBG_HUMAN/40-116 RFGSYCPTTCGIADFLSTYQTXVDKDLQVLEDILNQAENKTSEAKELIKAIQVRYKPDEPTKPGGIDSATRESKKML O02689_TAPIN/1-77 RFGSYCPTMCGIAGFLSTYQNTVEKDLQNLEGILHQVENKTSEARELIKAIQISYNPEDLSKPDRIQSATKESKKML O02688_PIG/1-77 RFGSYCPTTCGVADFLSNYQTSVDKDLQNLEGILYQVENKTSEARELVKAIQISYNPDEPSKPNNIESATKNSKRMM O02672_9CETA/1-77 RFGSYCPTTCGIADFLSNYQTSVDKDLQDFEDILHRAENQTSEAEQLIQAIRTSYNPDEPPKTGRIDAATRESKKMM O02682_EQUPR/1-77 RFGSYCPTTCGIADFLSTYQTKVDEDLQNLEDILYRVENRTSEAKELIKAIQVDYNPGEPPKQSVTEGATQNAKKMV Q6X870_CYNVO/1-77 RFGSYCPTTCGISDFLNSYQTDVDTDLQTLENILQRAENRTTEAKELIKAIQVYYNPDQPPKPGMIEGATQKSKKMV FIBG_RAT/40-116 RFGSYCPTTCGIADFLNKYQTTIDQDLRHMEETLRDIDNKTAESTLLIQKIQIGQTPDPRPQ-NVIGDVTQKSRKMI Q6X866_DROAU/1-76 RFGSYCPTTCGIADFFNKYRLTTDGELLEIEGLLQQATNSTGSIEYLIQHIKTIYPSEKQTLPQSIEQLTQKSKKII O93568_CHICK/40-116 RFGEYCPTTCGISDFLNRYQENVDTDLQYLENLLTQISNSTSGTTIIVEHLIDSGKKPATSPQTAIDPMTQKSKTCW FIBG_XENLA/38-114
As in Bio.SeqIO, there is a single output function Bio.AlignIO.write(). This takes three arguments: some alignments, a file handle to write to, and the format to use.
As of Biopython 1.48, the alignment object acquired a format() to give a string containing the alignment in the specified file format, e.g.
AlignIO.read(open("PF09395_seed.sth"), "stockholm") print alignment.format("fasta")
This wiki section needs to be filled out, so in the short term please refer to the Bio.AlignIO chapter in the Tutorial.
File Format Conversion
Suppose you have a file containing PHYLIP alignment(s) that you want to convert into the PFAM/Stockholm format:
from Bio import AlignIO input_handle = open("example.phy", "rU") output_handle = open("example.sth", "w") alignments = AlignIO.parse(input_handle, "phylip") AlignIO.write(alignments, output_handle, "stockholm") output_handle.close() input_handle.close()
By changing the format strings, that code could be used to convert between any supported file formats.