A proposal of the Grapical Fragment Assembly format
Almost three years ago, there was a lengthy discussion in the Assemblathon mailing list about a generic format for fragment assemmbly. The end product is the FASTG format. In the discussion, I have expressed several major concerns with the format. The top one is that it is mathematically wrong. Three years later, FASTG is still not widely used. At this point, Adam Phillippy and Pall Melsted openly called for a generic assembly format again. I also feel the pressing necessity of standardization, so decided to give a try myself. This is the Graphical Fragment Assembly format, or GFA in abbreviation.
In this post, I will start from the theoretical basis of assembly graph, describe the format and finally discuss the potential issues with the proposal.
I showed an earlier version of this format to Richard Durbin, Daniel Zerbino and Benedict Paten last night in Oxford. That version was a variant of FASTA. When I was formalizing the format in this post, I found FASTA is too crowded and too limited. Following the suggestion of Daniel, I finally adopted a format similar to ASQG and the PSMC output.
DNA sequence assembly is often (though not always) represented as a graph. There are multiple types of graphs including de Bruijn graph, overlap graph, unitig graph and string graph. They are all birected graph. Briefly, in this graph, each vertex is a sequence and each arc is an overlap. Because DNA sequences have two strands, an arc may have four directions, representing the four possible overlaps: forward-forward, forward-reverse, reverse-forward and reverse-reverse. It should be noted that a k-mer de Bruijn graph is equivalent to an overlap graph for k-mer reads with (k-1)-mer overlaps. It is a bidirected graph, too.
The critical problem with FASTG is that it puts sequneces on arcs/edges. It is
unable to describe a simple topology such as
A->B; C->B; C->D without adding a
dummy node, which breaks the theoretical elegance of assembly graphs. Due to the
historical confusion between vertices and edges, I will avoid using these
terminologies. I will use a segment for a piece of sequence and a link for a
connection between segments.
The GFA format
Although we can describe an assembly graph with bidirected arcs, I find in practice, it is easier and more explicit to describe links between the ends of segments. Gene Myers took a similar approach in his string graph paper. Based on this observation, I uniquely label the 5’-end and the 3’-end of each segment. The following shows an assembly graph with seven segments in GFA:
H VN:Z:1.0 S 1 2 CGATGCAA * L 2 3 5M S 3 4 TGCAAAGTAC * L 3 6 0M S 5 6 TGCAACGTATAGACTTGTCAC * RC:i:4 L 6 8 1M1D2M1S S 7 8 GCATATA * L 7 9 0M S 9 10 CGATGATA * S 11 12 ATGA * C 9 11 2 4M
If we name a segment with the two ordered integers, the example above is
equivalent to a bidirected graph
1:2>->3:4; 5:6>->3:4; 5:6>-<7:8<->9:10 with
11:12 contained in
H line is the header. An
S line describes a
segment which consists of 5’-end label, 3’-end label, sequence and
L line represents a link which consists of the labels of
the two ends and a CIGAR that describes the overlap alignment taking the first
end as the target/upper sequence. The CIGAR can describe symmetric overlaps
5M), assembly gaps (e.g.
10N), gapped overlaps, open-end alignments
S for clipping on the second sequence and tailing
S on the first), or unaligned overlaps (e.g.
It is related to but different from the CIGAR used in SAM. A
C line represents
a containment, which is only relevant to read-to-read overlaps.
For all lines, additional information is described with tags in a format identical to SAM. Predefined tags include:
Line Tag Type Meaing ----------------------------------------------------------------------- H VN Z Version number H QT A Type of pseudo-quality. Valid values: `Q`, `D` or `K` S RC i # reads assembled into the segment L/C MQ i Mapping quality of the overlap/containment L NM i # mismatches/gaps S LN i Segment length
If this format cannot encode your assembly, please let me know. Thank you. Suggestions on making GFA work would be appreciated even more. :-)
It is unusual to uniquely label the two ends of a segment. ABySS, SGA and most other assemblers uniquely label a segment. In my view, end-labeling has a few advantages: a) it requires fewer operations for reverse-complementing and unambiguous merging; b) by representing a bidirected arc with
A+,B-, we are still converting
Ato two labels; c) my own assembler only works with end-labeling. I think it should always be easy to convert the segment-labeling to the end-labeling but not vice versa. Unless there are strong arguments against end-labeling, I will keep it.
Use a string to label an end. I like integers for efficiency, but don’t object to strings in principle.
I don’t like the CIGAR I proposed. It is too complex. If you can find a cleaner way to describe all kinds of overlaps and gaps, please let me know. These complex overlaps are not uncommon in a long-read assembly or for scaffolding.
In FASTG, we can encode a simple “bubble” with
ACGT[C,T]TAGT. Although GFA can describe this assembly, it needs to add three more segments and four links, which are quite heavy. One option is to allow such simple bubbles on the
Sline with a specific header tag indicating that the file contains small bubbles. Is it a good idea? How many assemblers can take advantage of this potential addition?
If we can agree on a format, I can write a parser and a few basic tools such as flip, unambiguous merge and perhaps more complex operations such as tip trimming and bubble popping if I have time.
Any other suggestions?
Considering to replace end-labeling with the more common segment-labeling. The example above will look like (better or worse?):
H VN:Z:1.0 S 1 CGATGCAA * L 1 + 2 + 5M S 2 TGCAAAGTAC * L 3 + 2 + 0M S 3 TGCAACGTATAGACTTGTCAC * RC:i:4 L 3 + 4 - 1M1D2M1S S 4 GCATATA * L 4 - 5 + 0M S 5 CGATGATA * S 6 ATGA * C 5 + 6 + 2 4M
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