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La bioinformatique au service de l’industrie
Sébastien Rigali
InBioS – Center for Protein Engineering
Luxembourg Creative 15 June 2017
How to Transform a Plant-pathogen into a Crop Helper
La bioinformatique au service de l’industrie
Sébastien Rigali
InBioS – Center for Protein Engineering
Luxembourg Creative 15 June 2017
Major Causes of Death
Streptomyces :
‘twisted fungi’
4/30
Actinobacteria
Other bacteria
Fungi
Useful Compounds from Actinobacteria
S. cavuligerus
clavulanic acid
S. avermitilis
S. griseus
Nobel prize 1952
Selman Waksman
“The time has come to close the book on
infectious diseases"
Gen. William H. Stewart
U. S. Surgeon General, 1969
Actinobacteria
Major Causes of Death
Actinobacteria
Other bacteria
Fungi
Useful Compounds from Actinobacteria
S. cavuligerus
clavulanic acid
S. avermitilis
S. griseus
Nobel prize 1952
Selman Waksman
new
golden
Age
Actinobacteria
In 2050, Infections by resistant bacteria could be responsible
for an additional 8,500,000 deaths per year, more than those
due to all combined cancer forms.
Jim O’Neill
"If we fail to act, we are looking
at an almost unthinkable
scenario where antibiotics no
longer work and we are cast
back into the dark ages of
medicine"
David Cameron, former UK
Prime Minister
Streptomyces coelicolor
Cryptic
Metabolites ← Bioinformatic
The known microbial antibiotics are the tip of an iceberg
We just picked up the low hanging fruits
Why
?
Where
?
How
?
Streptomyces
coelicolor
Wild type Bald mutant White mutant
Developmental mutants in streptomycetes
Regulatory networks
GlcNAc
Chitin Peptidoglycan
chromosome
NagE2
EIIB
EIIA
HPr HPr
EI EI
GlcNAc-6P
DasR
Specialization
Secondary metabolism
antibio
15.2 11.2
- 36 - 112
gen1
Sugar metabolism
ACTGGTCTAGACCAGT
AGTGGTGTAGACGAGT
Methods for Predicting Regulons
How to create a weight matrix?
Which algorithm to chose?
    











 

pi
f
pi
Npin
weight
ijij
ij ln~
1/
ln
a priori
frequency
fij > pi → ‘+’
fij < pi → ‘-’
fij = pi = 0
= 4.3
GlcNAc
Chitin Peptidoglycan
chromosome
NagE2
EIIB
EIIA
HPr HPr
EI EI
GlcNAc-6P
DasR
Nutrition
Primary metabolism
nagAB
Specialization
Secondary metabolism
dmdR1
GlcN-6PFru-6P NagANagBGlycolysis
S. coelicolor
+
GlcNAc
chromosome
NagE2
EIIB
EIIA
HPr HPr
EI EI
GlcNAc
GlcNAc-6P
Chitin
DasR
Peptidoglycan
Nutrition
Primary metabolism
nagAB
Specialization
Secondary metabolism
dmdR1
GlcN-6PFru-6P NagANagBGlycolysis
chromosome
NagE2
EIIB
EIIA
HPr HPr
EI EI
GlcNAc
GlcNAc-6P
Chitin
DasR
Peptidoglycan
Nutrition
Primary metabolism
nagAB
Specialization
Secondary metabolism
dmdR1
+ FeCl3
S. coelicolor
How to Transform a Plant-pathogen into a Crop Helper
La bioinformatique au service de l’industrie
Sébastien Rigali
InBioS – Center for Protein Engineering
Luxembourg Creative 15 June 2017
Herbicide & Algicide
How to get thaxtomin
onto the market ?
thaxtomin
Proof of Concept
Thaxtomin A production by Streptomyces scabies
S. scabies
chromosome
Prediction of Thaxtomin Production Control
txtBA-txtR
Database of
Regulatory
protein
binding sites
CebR
TGGGAGCGCTCCCA
cbs, CebR binding site
Cellobiose
KO
repressor
NagE2
EIIB
EIIA
HPr HPr
EI EI
GlcNAc
GlcNAc-6P
Chitin
DasR
Peptidoglycan
CebE
β(Glc)2
Cellulose
β(Glc)2
CebR
?
nutrients
?
?
?
La bioinformatique au service de l’industrie
Sébastien Rigali
InBioS – Center for Protein Engineering
Luxembourg Creative 15 June 2017

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