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 Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University, Vancouver Frédéric Boyer, CEA Grenoble, France Marie-France Sagot, INRIA, University of Lyon
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Page 1: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

Predicting ancestral syntenies

Eric Tannier, INRIA, University of Lyon

joint work with

Cedric Chauve, Simon Fraser University, VancouverFrédéric Boyer, CEA Grenoble, France

Marie­France Sagot, INRIA, University of Lyon

Page 2: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

Paleogenomics in vertebrates, or the recovery of lost genomes from the mist of times.M. Muffato and H. R. Crollius. BioEssays, 30:122–134, 2008.

Ancestral Animal Genome ReconstructionsV. L. Rascol, P. Pontarotti, and A. Levasseur.Current Opinions in Immunology, 19:542–546, 2008.

Addressing chromosome evolution in the whole­genome sequence era. T. Faraut. Chromosome Research, 16:5–16, 2008.

Paleogenomics

Page 3: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

Paleogenomics in vertebrates, or the recovery of lost genomes from the mist of times.M. Muffato and H. R. Crollius. BioEssays, 2008

Page 4: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

Local and global methods

10a

10b

10a

10b

10a10b3c

2a

5b

6c

6c 5b

3c

2a

6c

5b

3c

2a

Explain the difference between extantspecies using a minimum number of

evolutionary events

Dog Chimp Mouse

10a

10b

10a

10b

10a10b3c

2a

5b

6c

6c 5b

3c

2a

6c

5b

2a

Dog Chimp Mouse

If some chromosome segments are cont-iguous in several extant species, then

they are probably contiguous intheir common ancestor

3c

Page 5: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

Local and global methods

10a

10b

10a

10b

10a10b3c

2a

5b

6c

6c 5b

3c

2a

6c

5b

3c

2a

10a

10b

6c

5b

3c

2a

10a

10b

6c

5b

3c

2a

Explain the difference between extantspecies using a minimum number of

evolutionary events

Dog Chimp Mouse

10a

10b

10a

10b

10a10b3c

2a

5b

6c

6c 5b

3c

2a

6c

5b

2a

Dog Chimp Mouse

If some chromosome segments are cont-iguous in several extant species, then

they are probably contiguous intheir common ancestor

10b

10a 5b

2a

6c

3c

3c

Page 6: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

Are molecular cytogenetics and bioinformatics suggesting diverging models of ancestral mammalian genomes?Froenicke, Garcia Caldes, Graphodatsky, Muller, Lyons, Robinson, Volleth, Yang, WienbergGenome Research, mars 2006.

The convergence of cytogenetics and rearrangement­based models for ancestral genome reconstructionBourque, Pevzner, TeslerGenome Research, mars 2006.

Ancestral genomes reconstruction: An integrated, multi­disciplinary approachis neededRocchi, Archidiacono, StanyonGenome Research, décembre 2006.

Page 7: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

Two different reconstructions ofthe same ancestral genome (boreoeutherian)

Bourque et al, Genome Research, 2006.

Page 8: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

A general framework for local methods

Page 9: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

Physical mapping technique

Probes

DNA segment

Page 10: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

probes

segments

1 0

Physical mapping technique

Page 11: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

probes

segments

Physical mapping technique

A  B  C  D  E  F  G  H  I

1  1  1  0  0  0  1  1  0

1  1  1  1  0  0  0  0  0

0  0  0  1  0  1  0  0  0

0  1  1  0  0  0  0  0  0

0  0  0  0  1  0  0  0  1

Page 12: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

probes

segments

Physical mapping technique

G  H  A  B  C  D  E  F  I

1  1  1  1  1  0  0  0  0

0  0  1  1  1  1  0  0  0

0  0  0  0  0  1  0  1  0

0  0  0  1  1  0  0  0  0

0  0  0  0  0  0  1  0  1

Page 13: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

probes

segments

Physical mapping technique

G  H  A  B  C  D  F  E  I

1  1  1  1  1  0  0  0  0

0  0  1  1  1  1  0  0  0

0  0  0  0  0  1  1  0  0

0  0  0  1  1  0  0  0  0

0  0  0  0  0  0  0  1  1

Linear time Method: McConnell, SODA, 2005

Page 14: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

All solutions can be represented in a compact way

G H D F

E I

A B C

G  H  A  B  C  D  F  E  I

1  1  1  1  1  0  0  0  0

0  0  1  1  1  1  0  0  0

0  0  0  0  0  1  1  0  0

0  0  0  1  1  0  0  0  0

0  0  0  0  0  0  0  1  1

Page 15: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

How to obtain ancestral segmentsM. Muffato and H. R. Crollius. BioEssays, 2008

Page 16: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

How to obtain ancestral segments

computation of syntenies

M. Muffato and H. R. Crollius. BioEssays, 2008

Page 17: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

How to obtain ancestral segments

computation of double syntenies

M. Muffato and H. R. Crollius. BioEssays, 2008

Page 18: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

26 segments of the boreoeutherian ancestor

Muffato et al, Bioessays, 2008

Page 19: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

Segments of the amniote ancestor

Page 20: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

Segments of the amniote ancestor

Kohn et al, Trends in Genetics, 2006

Nakatani et al, Genome Research, 2007

present method

syntenic associations between chicken chromosome segments

Page 21: Eric Tannier, INRIA, University of Lyon joint work with ... · Predicting ancestral syntenies Eric Tannier, INRIA, University of Lyon joint work with Cedric Chauve, Simon Fraser University,

   

Future works

✗ In case of absence of solution to the consecutive one's 

(C1) problem, an optimisation phase is needed (we 

discard a minimum number of putative ancestral 

segments).

✗ A better understanding of the combinatorics of non C1 

matrices would improve this framework.


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