Bootscanning for recombination

Mika Salminen msalminen at pasteur.hjf.org
Sat Jul 6 14:58:15 EST 1996


Announcement: 

The software package for performing "Bootscanning" is now available from
our website at
http://hivgenome.hjf.org/

"Bootscanning" is a method for detecting recombination in viral
sequences. We have only
applied it to HIV-1, but it should work for any genes that contain
sufficient phylo-
genetic signal.

You will need GDE and Phylip to run the package, and at the current
time, we only provide
SUN executables. However, the source-code is also included, so anyone
who would care to
compile on another system capable of running GDE and Phylip is free to
do so.

Below is an excerpt from some of the documentation:

Bootscanning Package v. 1.0beta1
Principal Idea and Approach: 	Mika Salminen, msalminen at hiv.hjf.org
Design and programming:		Wayne Cobb, wcobb at reed.hjf.org
(c) 1994-1996: Mika Salminen, Wayne Cobb, Henry M. Jackson Foundation

Description:

Bootscanning is a method for anaysis of viral recombination. It can be
used to
compare an unknown, suspected recombinant sequence, to a set of
predefined
potential parental sequences. It should be independent of organism, but
we have
only used it for HIV-1 and suspect that it only works for sufficiently
variable
genes.

In the case of HIV-1 there are predefined genetic subtypes which have
been 
called A-H in analyses based on the envelope and gag genes, with the
notable
exception that the E-subtype does not exist in gag. Viruses with
E-subtype 
envelopes group with the A-type viruses in gag.

Bootscanning relies on the alignment of a suspected recombinant sequence
with
a set of potential parental reference sequences (groups of sequences
from the 
differnt subtypes, or consensus sequences created from sets of reference 
sequences). After optimal alignment, the alignment is broken into
sequential, 
overlapping segments (or windows) which are fed to a program for
phylogenetic 
analysis (any of the sequence programs of Phylip could be used, we have
included
menus for three methods). Bootstrapped phylogenetic trees are built for
each 
segment and finally the bootstrap value for placing the unknown with
each of 
the reference sequences/sequence groups is tabulated and plotted along
the genome.

The assumption is that the unknown will always reach high bootstrap
values with 
it's parental subtypes in windows covering areas of that subtype in the
unknown.
When a recombination breakpoint is reached, the bootsrap value for one 
parent+the unknown will go down, and the bootsrap value for the second
parent+
the unknown should go up.

Therefore we should find the breakpoint in the intersection of the
plotted
bootscanning lines.

Reference alignments of non-recombinant gag and env genes and
subtype-reference
sequences are included in the package. However, be aware that the B and 
D-subtypes are sometimes difficult to separate in gag and that the
A-subtype in
some regions separates to at least 2 subclusters. Therefore we have
included
consensus sequences A1 and A2 in the cocnsensus alignments.

The package contains the following components:

Menufile for GDE:

"GDEmenus.Bootscan"
Insert the menus in this file into your ".GDEmenus"-file. 

Shell-scripts (place all in /GDE/bin/):

"mlbootscan.sh"
Performs Maximum Likelihood Bootscanning analysis using SEQBOOT,
DNADIST, FITCH and CONSENSE

"njbootscan.sh"
Performs Neighbor Joining Bootscanning analysis using SEQBOOT, DNADIST,
NEIGHBOR and CONSENSE

"parsboot.sh"
Performs Neighbor Joining Bootscanning analysis using SEQBOOT, DBNAPARS
and CONSENSE

"analyze.sh"
Shell script to run the program analyze.

"genchop.sh"
Shell script to run the program chop

Executables (place all in /GDE/bin/):

readseq		Fixed sequence format converter.
"PhyloMask"	Creates masks to exclude gaps (menu available in 
		GDEmenus.Bootscan).	

"chop"		Breaks up masked alignment into individual segments which are 
		created as sequentially numbered input files to the Phylip 
		programs in a subdirectory of your home directory. 
		Each window is numbered at the midpoint of the segment in the
		alignment. For each segmnet a corresponding outfile and treefile
		is created which will contain the bootstrap values and the 
		consensus trees. The programs 'analyze' and 'report' are
		used to extract and tabulate the bootstrap values of specified
		groups of sequences (taxa or clades). Plotting the tables
		using the alignment as the x-axis and the bootrap value as the 
		y-axis can be used to identify recombination points.

"analyze"		Extracts bootstrap values from outfiles. Use analyze.sh to
run

"report"		Collects bootstrap values in tab-delimited table.

Attached to this file is also an example of a bootscan-plot of an
A/D-recombinant virus.


We hope that you will be able to use the method to produce some useful
data,
and would certainly be happy to hear comments and critique about the
package
and certainly also bug-reports. We would especially be delighted to here
from 
anyone who has managed to successfully install the package.

We also acknowledge that the package is crude and simple, we have not
put
a lot of effort into getting it very elegant, but it works for us, and
we hope 
that it will for other people, too. We have tried to remove any bugs
that
have crept up during development, but there will certainly be more.
Anyone using
the package will do it on their own risk, we take no responsibility for
any 
loss of data or hardware that may result from the use of the package
(hopefully
there will be none!).

Finally, some acknowledgements and disclaimers:

This work was supported in part by cooperative agreement N.
DAMD17-93-V-3004, 
between the United States Army Medical Research and Materiel Command and
the 
Henry M. jackson Foundation for the Advancement of Military Medicine,
and by 
grant No. 19191 from the Finnish Academy of Science (Mika Salminen). The 
views and opinions expressed herein are those of the authors and do not 
purport to reflect the official policy or position of the US Army or of 
the Department of Defense.

Please refer to the following publications if using the package:

Mika O. Salminen, Jean K. Carr, Donald S. Burke and Francine E.
McCutchan. 
(1995). Identification of Breakpoints in Intergenotypic Recombinants of
HIV-1 by Bootscanning. AIDS Research and Human Retroviruses, 11,
1423-25. 

Smith S, Overbeek R, Woese CR, Gilbert W and Gillevet P. (1994) The 
Genetic Data Environment: An expandable GUI for Multiple Sequence 
Analysis. Comp Appl Biol Sci, 10, 671-675.

Felsenstein, J. (1991). "Phylip Manual", v. 3.4, University Herbarium, 
University of California, Berkeley, California.
-------------- next part --------------
------------ad11ED651E2517
Content-Type: application/applefile
Content-Transfer-Encoding: base64
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------------ad11ED651E2517
Content-Type: text/plain; name="UG266_bootscan.uue"
Content-Transfer-Encoding: base64
Content-Disposition: inline; filename="UG266_bootscan.uue"
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------------ad11ED651E2517--



More information about the Mol-evol mailing list