SlideShare una empresa de Scribd logo
1 de 21
Descargar para leer sin conexión
Synthe'c	
  biology	
  of	
  plant	
  specialized	
  metabolism	
  using	
  NGS	
  
informa'on	
  of	
  non-­‐model	
  medicinal	
  plants	
Fumihiko	
  Sato	
  
(Lab.	
  Mol.	
  Cell.	
  Biol.	
  To/potency,	
  Grad.	
  Sch.	
  Biostudies,	
  Kyoto	
  University)	
  
Sanguinarine	
  
Rob	
  Bertholf/	
  Flickr	
  (CC	
  BY	
  2.0)	
  	
  	
  	
  from	
  California	
  is	
  burs/ng	
  with	
  flower	
  	
  
hMp://www.sciencemag.org/news/siOer/california-­‐burs/ng-­‐flowers	
  
Plant	
  Genomics	
  &	
  Gene	
  Edi/ng,	
  Asia	
  Congress,	
  Hong	
  Kong,	
  11th	
  April,	
  2017	
  
Prehistory of synthetic biology of benzylisoquinoline alkaloid (BIA)
biosynthesis	
tyrosine	
(S)-­‐norcoclaurine	
 (S)-­‐re/culine	
salutaridine	
(S)-­‐scoulerine	
dihydromacarpine	
 dihydrosanguinarine	
 Protopine (poppy;
Histamine H1 antagonist)
Morphine
(opium poppy;
narcotic)
Magnoflorine
(Coptis etc; anti-
HIV, NSC150443)
Berberine(Antimicrobial,
antidiarrheal)
Sanguinarine
(poppy;
antimicrobial)macarpine	
escholtzine	
TAT	
HPDC	
PO	
TDC	
NCS	
6OMT	
CNMT	
MCH	
4’OMT	
RE	
SAS	
SalR	
SalAT	
T6ODM	
COR	
CODM	
BBE	
SMT	
CAS	
THBO	
CHS
STS
TNMT
MSH	
P6H	
P450	
P450	
OMT	
OMT	
CYP80G2	
CNMT	
Coptis japonica	
Papaver somniferum	
California poppy
Eschscholzia californica	
P450s	
DBOX	
 DBOX
Major BIQ biosynthetic
enzymes have been
characterized in 1990s,
and past 20-30 years
major enzyme genes
were isolated.
*	
*	
*	
*	
*	
High	
  berberine	
  producing	
  C.	
  japonica	
  cells	
  
Protoberberine	
  type	
  alkaloids	
   Benzophenanthridine	
  type	
  alkaloids	
  
Choi et al.,
J.B.C., 2002
Morishige et al.,
J.B.C., 2000
Morishige et al.,
J.B.C., 2000
Takeshita et al.,
P.C.P., 1995
Ikezawa et al.,
J.B.C., 2003
Gesell et al.
Planta 2011
Matsushima et al.,
Plant Biotech. 2012
Ikezawa et al.,
J.B.C. 2008
Cis-­‐NMT	
  
CYP719A14	
  
CYP719B1	
  
Pauli and Kutchan
1998
Ikezawa et al.,
J.B.C., 2003
Dittrich and
Kutchan 1991
Minami et
al. PNAS
2008
Gesell et al.,
J.B.C., 2009
Grothe et al.,
J.B.C., 2001
Hagel and
Facchini Nat
Chem Biol
2010
Hagel and
Facchini
Nat Chem
Biol 2010
CODM	
Samanani et al.
Plant J 2004
Minami et al.,
J.B.C., 2007
Lee and Facchini
Plant Cell 2010
Unterlinn
er et al.
Plant J.
1999
CODM	
T6ODM	
T6ODM	
Ziegler et al.,
Plant J. 2006
Ikezawa et al.
FEBS J 2007
PCR 2009
EcCYP719A5	
Kraus & Kutchan
1995
Morishige et al.,
E. J. B. 2002
Liscombe and
Facchini,
JBC 2007
Takemura
et al.
Phytochem.
2013
P6H	
  
STORR	
Farrow et al. Nat.
Chem Biol. 2015,
Winzer et al. Sci.
2015
Enzyme purification/isolation of cDNA,
Transcriptome analysis of specialized cell
Recombinant expression
(S)-­‐N-­‐methylstylopine	
(S)-­‐scoulerine	
(S)-­‐tetrahydrocolumbamine	
berberine	
  
(S)-­‐cheilanthiforine	
(S)-­‐stylopine	
A:	
  protopine	
(S)-­‐tetrahydroberberine	
(S)-­‐N-­‐methylTHB	
B:	
  allocryptopine	
6-­‐hydroxy-­‐protopine	
 6-­‐hydroxy-­‐allocryptopine	
CYP719A3	
CYP719A2	
CYP719A5	
CYP82N2v2	
CjSMT	
CjSMT	
CYP719A5	
CYP719A17	
CYP719A2	
Expression	
  of	
  genes	
  except	
  CjSMT	
  were	
  ploMed	
  as	
  reverse	
  number.	
CYP719A3	
products	
Ec	
  cell	
  lines	
CYP82N2v2	
Integrated analysis of metabolome and transcriptome enabled the gene identification	
columbamine	
4	
Takemura	
  et	
  al.	
  (2013)	
  Phytochem.	
  91:100
Synthetic biology and reconstruction of BIA biosynthesis
in microbes	
substrate   	
 product	
 yield	
 reference	
dopamine	
  	
  	
  	
  	
  	
  	
  	
  	
  	
 	
  	
  	
  re/culine	
55	
  
mg/L	
Minami	
  et	
  al.,	
  
2008	
glucose	
 	
  	
  	
  re/culine	
46	
  	
  
mg/L	
Nakagawa	
  et	
  al.,	
  
2011	
glycerol	
 	
  	
  	
  thebaine	
2.1	
  	
  
mg/L	
Nakagawa	
  et	
  al.,	
  
2016	
nor-­‐	
  
laudanosoline	
	
  	
  	
  dihydro-­‐	
  
	
  	
  	
  sanguinarine	
43	
  	
  
μg/L	
Fossa/	
  et	
  al.,	
  
2014	
nor-­‐	
  
laudanosoline	
	
  	
  	
  stylopine	
676	
  	
  
	
  μg/L	
Trenchard	
  and	
  
Smolke,	
  2015	
glucose	
 	
  	
  	
  	
  thebaine	
7.7	
  
μg/L	
Galanie	
  et	
  al.,	
  
2015	
E.	
  coli	
Yeast	
  
Increased needs for enzyme genes !!!
Step1: Fermentive production of reticuline, key intermediate from low price substrates
(collaboration with Dr. H. Minami group at Ishikawa Pref. Univ.)
Nakagawa	
  et	
  al.	
  (2011)	
  Nature	
  Commun.	
  2,	
  Art.	
  No.	
  326	
  
Glucose
Pentose	
  phosphate	
  pathway Glycolysis
TKT PEPS
E4P PEPPr-­‐DAHPS
DAHP Chorismate
HPPPr-­‐CM/PDH
Dopamine
3,4-­‐DHPAA
L-­‐DOPA L-­‐Tyrosine
TYRDODC
MAO
NCS 6OMT
CNMT
4’OMT
(S)-­‐Norlaudano-­‐	
  
	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  soline
(S)-­‐3’-­‐Hydroxy-­‐	
  
	
  	
  	
  	
  coclaurine
(S)-­‐3’-­‐Hydroxy-­‐N-­‐	
  
	
  	
  methylcoclaurine(S)-­‐Re'culine
TAT
5 genes in 2 plasmids
11 genes in 3 plasmids
from	
  simple	
  substrate	
E.	
  coli	
46	
  mg/L
Step2;
Production of more
complex and desired
chemicals such as
thebaine
(Nakagawa et al. 2016
Nature Comm. 7:10390)
key1; Improvement of
reticuline production with
the combination of three
E. coli cells.
(Nakagawa et al. 2014 Sci.
Rep. 4: 6695)
Key2: Successful
expression of SalS
(CYP719B1) in E. coli
and stepwise
conversion of
chemicals using
multiple E. coli cells
(R,S)NLS	
(R,S)-­‐NLS	
  producer	
Key success
Expression of SalS in
E. coli
Step3; Easy reconstruction BIA biosynthesis
using co-culture of recombinant Pichia yeast;
Flexibility, Robustness, Efficiency	
(from hMp://bioinforma/cs.psb.ugent.be/genomes/)	
Pichia	
  pastoris	
  	
C	
C	
 C	
C	
C	
BBE	
 CYP719A5	
 CYP719A2/A3	
(S)-­‐re/culine	
 (S)-­‐scoulerine	
 (S)-­‐cheilanthifoline	
 (S)-­‐stylopine	
(S)-­‐cop/sine	
case	
  study	
  in	
  stylopine	
  biosynthesis	
oxida/on	
Co-­‐culture	
  construct	
All-­‐in-­‐one	
  (consolidated)	
  construct	
Dr.	
  Kentaro	
  Hori	
Hori	
  et	
  al.	
  	
  (2016)	
  Sci.	
  Rep.	
  6:	
  22201
Stylopine production by all-in-one (B52) Pichia cells	
BBE	
CYP719A5	
  	
CYP719A2	
  	
B52	
  株	
re/culine(substrate)	
BBE	
CYP719A5	
  	
CYP719A2	
  	
B52	
  cells	
stylopine	
cop/sine	
scoulerine	
cheilanthifoline	
medium	
 cell	
  extract	
Total	
  (medium	
  +	
  cell	
  extract)	
Rapid conversion of substrate by all-in-one cells
(n=3,	
  ±	
  SE)	
Hori	
  et	
  al.	
  	
  (2016)	
  Sci.	
  Rep.	
  6:	
  22201
Stylopine production by co-culture of Pichia with each enzyme gene
(HB+HA5+HA2)	
Longer incubation, but still high conversion was achieved as
all-in-one cells.	
HB	
  株	
BBE	
HA5	
  株	
CYP719A5	
HA2	
  株	
CYP719A2	
re/culine(substrate)	
HB	
  cell	
BBE	
HA5	
  cell	
CYP719A5	
HA2	
  cell	
CYP719A2	
scoulerine	
cheilanthifoline	
stylopine	
cop/sine	
Medium	
 Cell	
  extract	
Total	
  (medium+cell	
  extract)	
(n=3,	
  ±	
  SE)	
Hori	
  et	
  al.	
  	
  (2016)	
  Sci.	
  Rep.	
  6:	
  22201
Potential advantage of co-culture system	
B52	
  (All-­‐in-­‐one)	
Hidden weakness of all-in-one strategy; interference by products might
reduce the production at the feeding of substrate
Co-culture system would be slow reaction but tolerant for continuous
production at the feeding to products due to the isolation of reactions
(n=3,	
  ±	
  SE)	
(n=3,	
  ±	
  SE)	
HB,	
  HA5,	
  HA2	
  (co-­‐culture)	
Hori	
  et	
  al.	
  	
  (2016)	
  Sci.	
  Rep.	
  6:	
  22201
hMps://shop.takii.co.jp/CGI/shop/search/
image_loader.cgi?
item_code=FHN110&type=1 )	
*Scaffolds	
  >1	
  kb	
*	
Step4; Mining of uncharacterized biosynthetic enzyme genes from the
draft genome sequence	
DraO	
  genome	
  sequence	
  of	
  Eschscholzia	
  californica	
  cv	
  Hitoezaki	
  of	
  467	
  Mb	
  (ca	
  90%	
  of	
  502	
  Mb	
  
genome)	
  was	
  obtained	
  by	
  the	
  support	
  of	
  MEXT	
  KAKENHI	
  (no.	
  221S0002).	
*data	
  type:	
  454	
  GS	
  FLX	
  Titanium	
  and,	
  **data	
  type:	
  Illumina	
  GAII	
  	
  
are	
  from	
  PhytoMetaSyn	
  (hMp://www.phytometasyn.ca/)	
Hori	
  et	
  al.	
  unpublished	
  data
Identification of all known biosynthetic enzyme genes in draft genome	
Query	
  Accession	
  
number	
  Func'on	
  Loca'on	
 
re'culine	
  	
biosynthesis	
 
Ec6OMT	
  BAM37634.1	
  puta/ve	
  norcoclaurine	
	
  6-­‐O-­‐methyltransferase	
  scaffold194712	
 
CjCNMT	
  BAB71802.1	
  coclaurine	
  N-­‐methyltransferase	
  scaffold11375	
 
EcCYP80B1	
  AAC39453.1	
  (S)-­‐N-­‐methylcoclaurine	
	
  3'-­‐hydroxylase	
  scaffold252	
 
Ec4'OMT	
  BAM37633.1	
  3'-­‐hydroxy-­‐N-­‐methylcoclaurine-­‐	
4'-­‐O-­‐methyltransferase	
  scaffold7259	
 
sanguinarine	
  
biosynthesis	
 
EcBBE	
  AAC39358.1	
  berberine	
  bridge	
  enzyme	
 
scaffold194677	
 
scaffold194509	
 
EcCYP719A5	
  BAG75113.1	
  cheilanthifoline	
  synthase	
  scaffold1365	
 
EcCYP719A2	
  ACO90219.1	
  stylopine	
  synthase	
  scaffold194371	
 
EcCYP719A3	
  BAD98249.1	
  stylopine	
  synthase	
  scaffold5603	
 
EcTNMT	
  ACO90222.1	
  tetrahydroprotoberberine	
  N-­‐
methyltransferase	
  scaffold31885	
 
EcCYP82N5	
  -­‐	
  (S)-­‐N-­‐methylstylopine	
  14-­‐	
  
hydroxylase	
  	
  scaffold1139	
 
EcCYP82N2v2	
  BAK20464.1	
  protopine	
  6-­‐hydroxylase	
  	
  scaffold194758	
 
EcSARED1	
  ADE41047.1	
  sanguinarine	
  reductase	
  scaffold3017	
 
Hori	
  et	
  al.	
  unpublished	
  data
dihydromacarpine	
magnoflorine	
tylosine	
(S)-­‐norcoclaurine	
salutaridine	
(S)-­‐scoulerine	
dihydrosanguinarine	
morphine	
sanguinarine	
macarpine	
escholtzine	
TAT	
HPDC	
PO	
TDC	
NCS	
6OMT	
CNMT	
MCH
(CYP80B1)	
4’OMT	
RE	
SAS
(CYP719B1)	
SalR	
SalAT	
T6ODM	
COR	
CODM	
BBE	
SMT	
CAS
(CYP719A1)	
THBO	
CHS(CYP719A5)
STS(CYP719A2/A3)
TNMT
MSH(CYP82N5)	
P6H
(CYP82N2v2)	
P450	
P450	
OMT	
OMT	
CYP80G2	
CNMT	
Coptis japonica	
Eschscholzia californica	
P450s	
(S)-­‐re/culine	
berberine	
protopine	
DBOX	
 DBOX	
 A.	
  thaliana E.	
  californica
CYP80 0 2
CYP82 5 27
CYP719 0 6
Abundant presence
of P450 genes of
BIA biosynthesis in
genome	
Hori	
  et	
  al.	
  unpublished	
  data
Expression analysis suggests some P450 candidates in macarpine biosynthesis	
MH	
  cells	
ML	
  cells	
MS	
  intensity	
  (×106)	
MS	
  intensity	
  (×106)	
TIC	
TIC	
m/z	
  348	
m/z	
  354	
m/z	
  364	
m/z	
  370	
m/z	
  362	
m/z	
  364	
m/z	
  392	
reten/on	
  /me	
  (min)	
reten/on	
  /me	
  (min)	
Hori	
  et	
  al.	
  unpublished	
  data	
(n=3,	
  ±SD,	
  student’s	
  t-­‐test,	
  	
  	
  
*	
  :	
  p	
  <	
  0.05,	
  **	
  :	
  p	
  <	
  0.01)	
1	
2	
3	
4	
3	
5	
6	
  	
  
macarpine	
1:	
  allocryptopine	
  	
  
2:	
  protopine	
  	
  
3:	
  10-­‐hydroxychelerythrine	
  	
  
4:	
  chelerythrine	
  	
  
5:	
  chelirubine	
  	
  
6:	
  macarpine	
  	
  
Co-culture of yeast cells expressing CYP82-3 and G11-OMT confirmed
10-hydroxylase activity of CYP82-3	
G11-­‐OMT	
CYP82-­‐3	
Hori	
  et	
  al.	
  unpublished	
  data
Further characterization identified another P450 with
similar hydroxylase activities but different specificity	
CYP82-­‐3	
G11-­‐OMT	
?	
CYP82-­‐1L	
CYP82-­‐1	
  like	
  
dihydrosanguinarine/	
  
dihydrochelerythrine	
  	
  
10-­‐hydroxylase	
CYP82-­‐3	
  
dihydrosanguinarine	
  	
  
10-­‐hydroxylase	
dihydromacarpine	
10-­‐hydroxydihydrochelerythrine	
dihydrochelerythrine	
dihydrosanguinarine	
10-­‐hydroxydihydrosanguinarine	
dihydrochelerubine	
Hori	
  	
  et	
  al.	
  unpublished	
  data
Step5:
Beyond NGS
Sequence itself did not show enzyme activities.
We need more biochemical characterization to get gold enzyme.	
Purwanto	
  et	
  al.	
  	
  unpublished	
  data	
G3/7OMT	
G3	
G3/	
  
7OMT	
G3	
SOMT	
S-­‐scoulerine	
S-­‐re/tuline
Take home message	
•  Synthetic biology is powerful to
reconstruct biosynthesis.
•  Genome sequence obtained by NGS
would be useful platform to isolate novel
candidates in biosynthesis.
•  But, sequence itself is not sufficient to
predict the enzyme function.
•  More accumulation of biochemical data
is needed.
19
Acknowledgments
BIQ biosynthetic pathway and genes
Dr. Yasuyuki Yamada (genome mining, TFs)
Dr. Kentaro Hori (genome mining, P450)
Mr. Purwanto (genome mining, OMTs)
Synthetic biology
Dr. K. Hori, Mr. Purwanto
Dr. Hiromichi Minami
(Ishikawa prefectural University)
*Grant-in-Aid for Scientific
Research from JSPS
* Grant-in-Aid for Scientific
Research on Innovative Areas from
JSPS
Collaborators
Chemical analysis
Dr. Kinuko Iwasa (Kobe Phamaceu.
College)
Genome sequencing
Dr. Atsushi Toyota (NIG)
Mitsui Petrochem. Inc. (alkaloids)
Takeda Chem. (Coptis plants), Dr. Yabugasaki
(pGYR), Dr. Mizutani (P450 spectra analysis)
20
Dr.	
  Yamada	
 Dr.	
  Hori	
 Mr.	
  Purwanto	
Dr.	
  Minami
Thank you for your attention
21

Más contenido relacionado

La actualidad más candente

2010 Acta Horticolturae 26-07-2010
2010 Acta Horticolturae 26-07-20102010 Acta Horticolturae 26-07-2010
2010 Acta Horticolturae 26-07-2010Marco Cucurachi
 
Appl Microbiol Biotechnol
Appl Microbiol Biotechnol Appl Microbiol Biotechnol
Appl Microbiol Biotechnol Charles Zhang
 
Sgm Poster Final
Sgm Poster FinalSgm Poster Final
Sgm Poster Finaljshankar001
 
Reprint Microbiology-UK Aug 2014
Reprint Microbiology-UK Aug 2014Reprint Microbiology-UK Aug 2014
Reprint Microbiology-UK Aug 2014Shreya Dasgupta
 
Genetically encoded norbornene directs
Genetically encoded norbornene directsGenetically encoded norbornene directs
Genetically encoded norbornene directsEdwin Alvarado
 
Adipose derived osteoblasts cells from fat tissues
Adipose derived osteoblasts cells from fat tissuesAdipose derived osteoblasts cells from fat tissues
Adipose derived osteoblasts cells from fat tissuesvijisenbiotech
 
Expression of Genetically Engineered Chitinase Gene of Pyrococcus furiosus
Expression of Genetically Engineered Chitinase Gene of Pyrococcus furiosusExpression of Genetically Engineered Chitinase Gene of Pyrococcus furiosus
Expression of Genetically Engineered Chitinase Gene of Pyrococcus furiosusIJERDJOURNAL
 
Temp-Sensitive Inhibition of Development in Dictyostelium - Dev Bio 251 18-26...
Temp-Sensitive Inhibition of Development in Dictyostelium - Dev Bio 251 18-26...Temp-Sensitive Inhibition of Development in Dictyostelium - Dev Bio 251 18-26...
Temp-Sensitive Inhibition of Development in Dictyostelium - Dev Bio 251 18-26...James Silverman
 
Gfp application in bacterial dynamics and disease diagnosis
Gfp application in bacterial dynamics and disease diagnosisGfp application in bacterial dynamics and disease diagnosis
Gfp application in bacterial dynamics and disease diagnosisgarima shrinet
 
[Final] Purification Of B-Gal Formal Report
[Final] Purification Of B-Gal Formal Report[Final] Purification Of B-Gal Formal Report
[Final] Purification Of B-Gal Formal ReportAndy Chand
 
Adrian_Leelin_TPO_2015_final
Adrian_Leelin_TPO_2015_finalAdrian_Leelin_TPO_2015_final
Adrian_Leelin_TPO_2015_finalAdrian Leelin
 
Poyton and Clarkson J Biol Chem 1989
Poyton and Clarkson J Biol Chem 1989Poyton and Clarkson J Biol Chem 1989
Poyton and Clarkson J Biol Chem 1989George Clarkson
 
B-box proteins in plants bbx family of plant transcription factors
B-box proteins in plants bbx family of plant transcription factorsB-box proteins in plants bbx family of plant transcription factors
B-box proteins in plants bbx family of plant transcription factorsOm Prakash Patidar
 

La actualidad más candente (20)

2010 Acta Horticolturae 26-07-2010
2010 Acta Horticolturae 26-07-20102010 Acta Horticolturae 26-07-2010
2010 Acta Horticolturae 26-07-2010
 
Appl Microbiol Biotechnol
Appl Microbiol Biotechnol Appl Microbiol Biotechnol
Appl Microbiol Biotechnol
 
OspC PNAS
OspC PNASOspC PNAS
OspC PNAS
 
Ere
EreEre
Ere
 
Sgm Poster Final
Sgm Poster FinalSgm Poster Final
Sgm Poster Final
 
Faseb poster2007b
Faseb poster2007bFaseb poster2007b
Faseb poster2007b
 
Reprint Microbiology-UK Aug 2014
Reprint Microbiology-UK Aug 2014Reprint Microbiology-UK Aug 2014
Reprint Microbiology-UK Aug 2014
 
Genetically encoded norbornene directs
Genetically encoded norbornene directsGenetically encoded norbornene directs
Genetically encoded norbornene directs
 
Adipose derived osteoblasts cells from fat tissues
Adipose derived osteoblasts cells from fat tissuesAdipose derived osteoblasts cells from fat tissues
Adipose derived osteoblasts cells from fat tissues
 
Natalizio_MBOC_2013
Natalizio_MBOC_2013Natalizio_MBOC_2013
Natalizio_MBOC_2013
 
Expression of Genetically Engineered Chitinase Gene of Pyrococcus furiosus
Expression of Genetically Engineered Chitinase Gene of Pyrococcus furiosusExpression of Genetically Engineered Chitinase Gene of Pyrococcus furiosus
Expression of Genetically Engineered Chitinase Gene of Pyrococcus furiosus
 
Temp-Sensitive Inhibition of Development in Dictyostelium - Dev Bio 251 18-26...
Temp-Sensitive Inhibition of Development in Dictyostelium - Dev Bio 251 18-26...Temp-Sensitive Inhibition of Development in Dictyostelium - Dev Bio 251 18-26...
Temp-Sensitive Inhibition of Development in Dictyostelium - Dev Bio 251 18-26...
 
Gfp application in bacterial dynamics and disease diagnosis
Gfp application in bacterial dynamics and disease diagnosisGfp application in bacterial dynamics and disease diagnosis
Gfp application in bacterial dynamics and disease diagnosis
 
[Final] Purification Of B-Gal Formal Report
[Final] Purification Of B-Gal Formal Report[Final] Purification Of B-Gal Formal Report
[Final] Purification Of B-Gal Formal Report
 
Gene expression on rat1 fibroblast cells after transformation by evi1
Gene expression on rat1 fibroblast cells after transformation by evi1Gene expression on rat1 fibroblast cells after transformation by evi1
Gene expression on rat1 fibroblast cells after transformation by evi1
 
Presentation-Moscow2005
Presentation-Moscow2005Presentation-Moscow2005
Presentation-Moscow2005
 
Adrian_Leelin_TPO_2015_final
Adrian_Leelin_TPO_2015_finalAdrian_Leelin_TPO_2015_final
Adrian_Leelin_TPO_2015_final
 
Poyton and Clarkson J Biol Chem 1989
Poyton and Clarkson J Biol Chem 1989Poyton and Clarkson J Biol Chem 1989
Poyton and Clarkson J Biol Chem 1989
 
Kinase stable cell line
Kinase stable cell lineKinase stable cell line
Kinase stable cell line
 
B-box proteins in plants bbx family of plant transcription factors
B-box proteins in plants bbx family of plant transcription factorsB-box proteins in plants bbx family of plant transcription factors
B-box proteins in plants bbx family of plant transcription factors
 

Similar a Synthetic Biology Of Plant Specialised Metabolism Using NGS Information Of Non-Model Medicinal Plants

Partial thesis defence presentation
Partial thesis defence presentationPartial thesis defence presentation
Partial thesis defence presentationSanjeewaRupasinghe
 
20081216 05袁國芳 紅麴菌基因體計畫及基因研究
20081216 05袁國芳 紅麴菌基因體計畫及基因研究20081216 05袁國芳 紅麴菌基因體計畫及基因研究
20081216 05袁國芳 紅麴菌基因體計畫及基因研究Monascus2008
 
1st_Seminar_PHD.pptx
1st_Seminar_PHD.pptx1st_Seminar_PHD.pptx
1st_Seminar_PHD.pptxAnanya Sinha
 
Aditya - Cell Cycle Article Presentation.pptx
Aditya - Cell Cycle Article Presentation.pptxAditya - Cell Cycle Article Presentation.pptx
Aditya - Cell Cycle Article Presentation.pptxArPratiwiHasanuddin1
 
Gmr2301 Breeding Transgenic Cattle For Human Therapeutics
Gmr2301 Breeding Transgenic Cattle For Human Therapeutics Gmr2301 Breeding Transgenic Cattle For Human Therapeutics
Gmr2301 Breeding Transgenic Cattle For Human Therapeutics Avi Dey
 
gene expression and protein activity
gene expression and protein activitygene expression and protein activity
gene expression and protein activityArpitaBanerjee47
 
H gh power resources
H gh power resourcesH gh power resources
H gh power resourcesabhinav009
 
20081217 05邵彥春 與紅麴菌菌絲發育相關基因的克隆及序列分析
20081217 05邵彥春 與紅麴菌菌絲發育相關基因的克隆及序列分析20081217 05邵彥春 與紅麴菌菌絲發育相關基因的克隆及序列分析
20081217 05邵彥春 與紅麴菌菌絲發育相關基因的克隆及序列分析Monascus2008
 
Natpro_poster_2015_final
Natpro_poster_2015_finalNatpro_poster_2015_final
Natpro_poster_2015_finalHongnan Cao
 
Enzyme Discovery for Natural Product Biosynthesis
Enzyme Discovery for Natural Product BiosynthesisEnzyme Discovery for Natural Product Biosynthesis
Enzyme Discovery for Natural Product BiosynthesisHongnan Cao
 
Multigene engineering in plants
Multigene engineering in plantsMultigene engineering in plants
Multigene engineering in plantsSenthil Natesan
 
JBEI highlights September 2019
JBEI highlights September 2019JBEI highlights September 2019
JBEI highlights September 2019LeahFreemanSloan
 
Prof. satya p singh.july 2021. gene shuffling &amp; molecular evolution. the...
Prof. satya p singh.july 2021. gene shuffling &amp;  molecular evolution. the...Prof. satya p singh.july 2021. gene shuffling &amp;  molecular evolution. the...
Prof. satya p singh.july 2021. gene shuffling &amp; molecular evolution. the...Saurashtra University
 

Similar a Synthetic Biology Of Plant Specialised Metabolism Using NGS Information Of Non-Model Medicinal Plants (20)

Partial thesis defence presentation
Partial thesis defence presentationPartial thesis defence presentation
Partial thesis defence presentation
 
20081216 05袁國芳 紅麴菌基因體計畫及基因研究
20081216 05袁國芳 紅麴菌基因體計畫及基因研究20081216 05袁國芳 紅麴菌基因體計畫及基因研究
20081216 05袁國芳 紅麴菌基因體計畫及基因研究
 
1st_Seminar_PHD.pptx
1st_Seminar_PHD.pptx1st_Seminar_PHD.pptx
1st_Seminar_PHD.pptx
 
Art. jessica
Art. jessicaArt. jessica
Art. jessica
 
ICBB2021 CYPOME Presentation.pptx
ICBB2021 CYPOME Presentation.pptxICBB2021 CYPOME Presentation.pptx
ICBB2021 CYPOME Presentation.pptx
 
Aditya - Cell Cycle Article Presentation.pptx
Aditya - Cell Cycle Article Presentation.pptxAditya - Cell Cycle Article Presentation.pptx
Aditya - Cell Cycle Article Presentation.pptx
 
Gmr2301 Breeding Transgenic Cattle For Human Therapeutics
Gmr2301 Breeding Transgenic Cattle For Human Therapeutics Gmr2301 Breeding Transgenic Cattle For Human Therapeutics
Gmr2301 Breeding Transgenic Cattle For Human Therapeutics
 
School Project
School ProjectSchool Project
School Project
 
Presentation.ppt
Presentation.pptPresentation.ppt
Presentation.ppt
 
B0343014018
B0343014018B0343014018
B0343014018
 
Reporter genes
Reporter genesReporter genes
Reporter genes
 
gene expression and protein activity
gene expression and protein activitygene expression and protein activity
gene expression and protein activity
 
H gh power resources
H gh power resourcesH gh power resources
H gh power resources
 
20081217 05邵彥春 與紅麴菌菌絲發育相關基因的克隆及序列分析
20081217 05邵彥春 與紅麴菌菌絲發育相關基因的克隆及序列分析20081217 05邵彥春 與紅麴菌菌絲發育相關基因的克隆及序列分析
20081217 05邵彥春 與紅麴菌菌絲發育相關基因的克隆及序列分析
 
Natpro_poster_2015_final
Natpro_poster_2015_finalNatpro_poster_2015_final
Natpro_poster_2015_final
 
Enzyme Discovery for Natural Product Biosynthesis
Enzyme Discovery for Natural Product BiosynthesisEnzyme Discovery for Natural Product Biosynthesis
Enzyme Discovery for Natural Product Biosynthesis
 
Multigene engineering in plants
Multigene engineering in plantsMultigene engineering in plants
Multigene engineering in plants
 
publication 3
publication 3publication 3
publication 3
 
JBEI highlights September 2019
JBEI highlights September 2019JBEI highlights September 2019
JBEI highlights September 2019
 
Prof. satya p singh.july 2021. gene shuffling &amp; molecular evolution. the...
Prof. satya p singh.july 2021. gene shuffling &amp;  molecular evolution. the...Prof. satya p singh.july 2021. gene shuffling &amp;  molecular evolution. the...
Prof. satya p singh.july 2021. gene shuffling &amp; molecular evolution. the...
 

Más de Fabio Caligaris

Bringing Science And Market Trends Together Via Genome-Enabled Breeding
Bringing Science And Market Trends Together Via Genome-Enabled BreedingBringing Science And Market Trends Together Via Genome-Enabled Breeding
Bringing Science And Market Trends Together Via Genome-Enabled BreedingFabio Caligaris
 
Understanding The Plant Response To Cesium And Potassium Using Metabolomics P...
Understanding The Plant Response To Cesium And Potassium Using Metabolomics P...Understanding The Plant Response To Cesium And Potassium Using Metabolomics P...
Understanding The Plant Response To Cesium And Potassium Using Metabolomics P...Fabio Caligaris
 
The Role Of Small RNAs Regulatory Networks In Tolerance - Linking Development...
The Role Of Small RNAs Regulatory Networks In Tolerance - Linking Development...The Role Of Small RNAs Regulatory Networks In Tolerance - Linking Development...
The Role Of Small RNAs Regulatory Networks In Tolerance - Linking Development...Fabio Caligaris
 
Harnessing Beneficial Microbial Communities: Opportunities And Challenges For...
Harnessing Beneficial Microbial Communities: Opportunities And Challenges For...Harnessing Beneficial Microbial Communities: Opportunities And Challenges For...
Harnessing Beneficial Microbial Communities: Opportunities And Challenges For...Fabio Caligaris
 
Advanced Microbial Selection: Evolving Plant Microbiomes To Improve Crop Traits
Advanced Microbial Selection: Evolving Plant Microbiomes To Improve Crop TraitsAdvanced Microbial Selection: Evolving Plant Microbiomes To Improve Crop Traits
Advanced Microbial Selection: Evolving Plant Microbiomes To Improve Crop TraitsFabio Caligaris
 
Biologicals: A Distribution View
Biologicals: A Distribution ViewBiologicals: A Distribution View
Biologicals: A Distribution ViewFabio Caligaris
 
Exploring Phytobiome System: From Microbiomes To Next Generation Precision Ag...
Exploring Phytobiome System: From Microbiomes To Next Generation Precision Ag...Exploring Phytobiome System: From Microbiomes To Next Generation Precision Ag...
Exploring Phytobiome System: From Microbiomes To Next Generation Precision Ag...Fabio Caligaris
 
Targetted Breeding Applications Of CRISPR-Cas Technology For European Markets
Targetted Breeding Applications Of CRISPR-Cas Technology For European MarketsTargetted Breeding Applications Of CRISPR-Cas Technology For European Markets
Targetted Breeding Applications Of CRISPR-Cas Technology For European MarketsFabio Caligaris
 
A Unified Expression Platform That Makes Tomato Suitable Model For Exploring ...
A Unified Expression Platform That Makes Tomato Suitable Model For Exploring ...A Unified Expression Platform That Makes Tomato Suitable Model For Exploring ...
A Unified Expression Platform That Makes Tomato Suitable Model For Exploring ...Fabio Caligaris
 
Odyssey Of The IWGSC Reference Genome Sequence: 12 Years 1 Month 28 Days 11 ...
 Odyssey Of The IWGSC Reference Genome Sequence: 12 Years 1 Month 28 Days 11 ... Odyssey Of The IWGSC Reference Genome Sequence: 12 Years 1 Month 28 Days 11 ...
Odyssey Of The IWGSC Reference Genome Sequence: 12 Years 1 Month 28 Days 11 ...Fabio Caligaris
 
Toward A Better Understanding Of Plant Genome Structure: Combining NGS, Optic...
Toward A Better Understanding Of Plant Genome Structure: Combining NGS, Optic...Toward A Better Understanding Of Plant Genome Structure: Combining NGS, Optic...
Toward A Better Understanding Of Plant Genome Structure: Combining NGS, Optic...Fabio Caligaris
 
CRISPR Is On The Move: Genome Editing From Rice To Wheat
CRISPR Is On The Move: Genome Editing From Rice To WheatCRISPR Is On The Move: Genome Editing From Rice To Wheat
CRISPR Is On The Move: Genome Editing From Rice To WheatFabio Caligaris
 
Modulating Stomatal Activity For Water Use Efficiency And Stress Tolerance
Modulating Stomatal Activity For Water Use Efficiency And Stress ToleranceModulating Stomatal Activity For Water Use Efficiency And Stress Tolerance
Modulating Stomatal Activity For Water Use Efficiency And Stress ToleranceFabio Caligaris
 
Rapid Gene Cloning In Plants
Rapid Gene Cloning In PlantsRapid Gene Cloning In Plants
Rapid Gene Cloning In PlantsFabio Caligaris
 

Más de Fabio Caligaris (14)

Bringing Science And Market Trends Together Via Genome-Enabled Breeding
Bringing Science And Market Trends Together Via Genome-Enabled BreedingBringing Science And Market Trends Together Via Genome-Enabled Breeding
Bringing Science And Market Trends Together Via Genome-Enabled Breeding
 
Understanding The Plant Response To Cesium And Potassium Using Metabolomics P...
Understanding The Plant Response To Cesium And Potassium Using Metabolomics P...Understanding The Plant Response To Cesium And Potassium Using Metabolomics P...
Understanding The Plant Response To Cesium And Potassium Using Metabolomics P...
 
The Role Of Small RNAs Regulatory Networks In Tolerance - Linking Development...
The Role Of Small RNAs Regulatory Networks In Tolerance - Linking Development...The Role Of Small RNAs Regulatory Networks In Tolerance - Linking Development...
The Role Of Small RNAs Regulatory Networks In Tolerance - Linking Development...
 
Harnessing Beneficial Microbial Communities: Opportunities And Challenges For...
Harnessing Beneficial Microbial Communities: Opportunities And Challenges For...Harnessing Beneficial Microbial Communities: Opportunities And Challenges For...
Harnessing Beneficial Microbial Communities: Opportunities And Challenges For...
 
Advanced Microbial Selection: Evolving Plant Microbiomes To Improve Crop Traits
Advanced Microbial Selection: Evolving Plant Microbiomes To Improve Crop TraitsAdvanced Microbial Selection: Evolving Plant Microbiomes To Improve Crop Traits
Advanced Microbial Selection: Evolving Plant Microbiomes To Improve Crop Traits
 
Biologicals: A Distribution View
Biologicals: A Distribution ViewBiologicals: A Distribution View
Biologicals: A Distribution View
 
Exploring Phytobiome System: From Microbiomes To Next Generation Precision Ag...
Exploring Phytobiome System: From Microbiomes To Next Generation Precision Ag...Exploring Phytobiome System: From Microbiomes To Next Generation Precision Ag...
Exploring Phytobiome System: From Microbiomes To Next Generation Precision Ag...
 
Targetted Breeding Applications Of CRISPR-Cas Technology For European Markets
Targetted Breeding Applications Of CRISPR-Cas Technology For European MarketsTargetted Breeding Applications Of CRISPR-Cas Technology For European Markets
Targetted Breeding Applications Of CRISPR-Cas Technology For European Markets
 
A Unified Expression Platform That Makes Tomato Suitable Model For Exploring ...
A Unified Expression Platform That Makes Tomato Suitable Model For Exploring ...A Unified Expression Platform That Makes Tomato Suitable Model For Exploring ...
A Unified Expression Platform That Makes Tomato Suitable Model For Exploring ...
 
Odyssey Of The IWGSC Reference Genome Sequence: 12 Years 1 Month 28 Days 11 ...
 Odyssey Of The IWGSC Reference Genome Sequence: 12 Years 1 Month 28 Days 11 ... Odyssey Of The IWGSC Reference Genome Sequence: 12 Years 1 Month 28 Days 11 ...
Odyssey Of The IWGSC Reference Genome Sequence: 12 Years 1 Month 28 Days 11 ...
 
Toward A Better Understanding Of Plant Genome Structure: Combining NGS, Optic...
Toward A Better Understanding Of Plant Genome Structure: Combining NGS, Optic...Toward A Better Understanding Of Plant Genome Structure: Combining NGS, Optic...
Toward A Better Understanding Of Plant Genome Structure: Combining NGS, Optic...
 
CRISPR Is On The Move: Genome Editing From Rice To Wheat
CRISPR Is On The Move: Genome Editing From Rice To WheatCRISPR Is On The Move: Genome Editing From Rice To Wheat
CRISPR Is On The Move: Genome Editing From Rice To Wheat
 
Modulating Stomatal Activity For Water Use Efficiency And Stress Tolerance
Modulating Stomatal Activity For Water Use Efficiency And Stress ToleranceModulating Stomatal Activity For Water Use Efficiency And Stress Tolerance
Modulating Stomatal Activity For Water Use Efficiency And Stress Tolerance
 
Rapid Gene Cloning In Plants
Rapid Gene Cloning In PlantsRapid Gene Cloning In Plants
Rapid Gene Cloning In Plants
 

Último

Presentation Vikram Lander by Vedansh Gupta.pptx
Presentation Vikram Lander by Vedansh Gupta.pptxPresentation Vikram Lander by Vedansh Gupta.pptx
Presentation Vikram Lander by Vedansh Gupta.pptxgindu3009
 
Proteomics: types, protein profiling steps etc.
Proteomics: types, protein profiling steps etc.Proteomics: types, protein profiling steps etc.
Proteomics: types, protein profiling steps etc.Silpa
 
High Profile 🔝 8250077686 📞 Call Girls Service in GTB Nagar🍑
High Profile 🔝 8250077686 📞 Call Girls Service in GTB Nagar🍑High Profile 🔝 8250077686 📞 Call Girls Service in GTB Nagar🍑
High Profile 🔝 8250077686 📞 Call Girls Service in GTB Nagar🍑Damini Dixit
 
Vip profile Call Girls In Lonavala 9748763073 For Genuine Sex Service At Just...
Vip profile Call Girls In Lonavala 9748763073 For Genuine Sex Service At Just...Vip profile Call Girls In Lonavala 9748763073 For Genuine Sex Service At Just...
Vip profile Call Girls In Lonavala 9748763073 For Genuine Sex Service At Just...Monika Rani
 
FAIRSpectra - Enabling the FAIRification of Spectroscopy and Spectrometry
FAIRSpectra - Enabling the FAIRification of Spectroscopy and SpectrometryFAIRSpectra - Enabling the FAIRification of Spectroscopy and Spectrometry
FAIRSpectra - Enabling the FAIRification of Spectroscopy and SpectrometryAlex Henderson
 
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...Sérgio Sacani
 
Call Girls Alandi Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Alandi Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Alandi Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Alandi Call Me 7737669865 Budget Friendly No Advance Bookingroncy bisnoi
 
GBSN - Microbiology (Unit 2)
GBSN - Microbiology (Unit 2)GBSN - Microbiology (Unit 2)
GBSN - Microbiology (Unit 2)Areesha Ahmad
 
Labelling Requirements and Label Claims for Dietary Supplements and Recommend...
Labelling Requirements and Label Claims for Dietary Supplements and Recommend...Labelling Requirements and Label Claims for Dietary Supplements and Recommend...
Labelling Requirements and Label Claims for Dietary Supplements and Recommend...Lokesh Kothari
 
COST ESTIMATION FOR A RESEARCH PROJECT.pptx
COST ESTIMATION FOR A RESEARCH PROJECT.pptxCOST ESTIMATION FOR A RESEARCH PROJECT.pptx
COST ESTIMATION FOR A RESEARCH PROJECT.pptxFarihaAbdulRasheed
 
❤Jammu Kashmir Call Girls 8617697112 Personal Whatsapp Number 💦✅.
❤Jammu Kashmir Call Girls 8617697112 Personal Whatsapp Number 💦✅.❤Jammu Kashmir Call Girls 8617697112 Personal Whatsapp Number 💦✅.
❤Jammu Kashmir Call Girls 8617697112 Personal Whatsapp Number 💦✅.Nitya salvi
 
Formation of low mass protostars and their circumstellar disks
Formation of low mass protostars and their circumstellar disksFormation of low mass protostars and their circumstellar disks
Formation of low mass protostars and their circumstellar disksSérgio Sacani
 
Pests of cotton_Sucking_Pests_Dr.UPR.pdf
Pests of cotton_Sucking_Pests_Dr.UPR.pdfPests of cotton_Sucking_Pests_Dr.UPR.pdf
Pests of cotton_Sucking_Pests_Dr.UPR.pdfPirithiRaju
 
Nanoparticles synthesis and characterization​ ​
Nanoparticles synthesis and characterization​  ​Nanoparticles synthesis and characterization​  ​
Nanoparticles synthesis and characterization​ ​kaibalyasahoo82800
 
Justdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts Service
Justdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts ServiceJustdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts Service
Justdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts Servicemonikaservice1
 
Biogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune Waterworlds
Biogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune WaterworldsBiogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune Waterworlds
Biogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune WaterworldsSérgio Sacani
 
Bacterial Identification and Classifications
Bacterial Identification and ClassificationsBacterial Identification and Classifications
Bacterial Identification and ClassificationsAreesha Ahmad
 
GBSN - Microbiology (Unit 3)
GBSN - Microbiology (Unit 3)GBSN - Microbiology (Unit 3)
GBSN - Microbiology (Unit 3)Areesha Ahmad
 
Hire 💕 9907093804 Hooghly Call Girls Service Call Girls Agency
Hire 💕 9907093804 Hooghly Call Girls Service Call Girls AgencyHire 💕 9907093804 Hooghly Call Girls Service Call Girls Agency
Hire 💕 9907093804 Hooghly Call Girls Service Call Girls AgencySheetal Arora
 

Último (20)

Presentation Vikram Lander by Vedansh Gupta.pptx
Presentation Vikram Lander by Vedansh Gupta.pptxPresentation Vikram Lander by Vedansh Gupta.pptx
Presentation Vikram Lander by Vedansh Gupta.pptx
 
Proteomics: types, protein profiling steps etc.
Proteomics: types, protein profiling steps etc.Proteomics: types, protein profiling steps etc.
Proteomics: types, protein profiling steps etc.
 
High Profile 🔝 8250077686 📞 Call Girls Service in GTB Nagar🍑
High Profile 🔝 8250077686 📞 Call Girls Service in GTB Nagar🍑High Profile 🔝 8250077686 📞 Call Girls Service in GTB Nagar🍑
High Profile 🔝 8250077686 📞 Call Girls Service in GTB Nagar🍑
 
Vip profile Call Girls In Lonavala 9748763073 For Genuine Sex Service At Just...
Vip profile Call Girls In Lonavala 9748763073 For Genuine Sex Service At Just...Vip profile Call Girls In Lonavala 9748763073 For Genuine Sex Service At Just...
Vip profile Call Girls In Lonavala 9748763073 For Genuine Sex Service At Just...
 
CELL -Structural and Functional unit of life.pdf
CELL -Structural and Functional unit of life.pdfCELL -Structural and Functional unit of life.pdf
CELL -Structural and Functional unit of life.pdf
 
FAIRSpectra - Enabling the FAIRification of Spectroscopy and Spectrometry
FAIRSpectra - Enabling the FAIRification of Spectroscopy and SpectrometryFAIRSpectra - Enabling the FAIRification of Spectroscopy and Spectrometry
FAIRSpectra - Enabling the FAIRification of Spectroscopy and Spectrometry
 
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
 
Call Girls Alandi Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Alandi Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Alandi Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Alandi Call Me 7737669865 Budget Friendly No Advance Booking
 
GBSN - Microbiology (Unit 2)
GBSN - Microbiology (Unit 2)GBSN - Microbiology (Unit 2)
GBSN - Microbiology (Unit 2)
 
Labelling Requirements and Label Claims for Dietary Supplements and Recommend...
Labelling Requirements and Label Claims for Dietary Supplements and Recommend...Labelling Requirements and Label Claims for Dietary Supplements and Recommend...
Labelling Requirements and Label Claims for Dietary Supplements and Recommend...
 
COST ESTIMATION FOR A RESEARCH PROJECT.pptx
COST ESTIMATION FOR A RESEARCH PROJECT.pptxCOST ESTIMATION FOR A RESEARCH PROJECT.pptx
COST ESTIMATION FOR A RESEARCH PROJECT.pptx
 
❤Jammu Kashmir Call Girls 8617697112 Personal Whatsapp Number 💦✅.
❤Jammu Kashmir Call Girls 8617697112 Personal Whatsapp Number 💦✅.❤Jammu Kashmir Call Girls 8617697112 Personal Whatsapp Number 💦✅.
❤Jammu Kashmir Call Girls 8617697112 Personal Whatsapp Number 💦✅.
 
Formation of low mass protostars and their circumstellar disks
Formation of low mass protostars and their circumstellar disksFormation of low mass protostars and their circumstellar disks
Formation of low mass protostars and their circumstellar disks
 
Pests of cotton_Sucking_Pests_Dr.UPR.pdf
Pests of cotton_Sucking_Pests_Dr.UPR.pdfPests of cotton_Sucking_Pests_Dr.UPR.pdf
Pests of cotton_Sucking_Pests_Dr.UPR.pdf
 
Nanoparticles synthesis and characterization​ ​
Nanoparticles synthesis and characterization​  ​Nanoparticles synthesis and characterization​  ​
Nanoparticles synthesis and characterization​ ​
 
Justdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts Service
Justdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts ServiceJustdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts Service
Justdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts Service
 
Biogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune Waterworlds
Biogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune WaterworldsBiogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune Waterworlds
Biogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune Waterworlds
 
Bacterial Identification and Classifications
Bacterial Identification and ClassificationsBacterial Identification and Classifications
Bacterial Identification and Classifications
 
GBSN - Microbiology (Unit 3)
GBSN - Microbiology (Unit 3)GBSN - Microbiology (Unit 3)
GBSN - Microbiology (Unit 3)
 
Hire 💕 9907093804 Hooghly Call Girls Service Call Girls Agency
Hire 💕 9907093804 Hooghly Call Girls Service Call Girls AgencyHire 💕 9907093804 Hooghly Call Girls Service Call Girls Agency
Hire 💕 9907093804 Hooghly Call Girls Service Call Girls Agency
 

Synthetic Biology Of Plant Specialised Metabolism Using NGS Information Of Non-Model Medicinal Plants

  • 1. Synthe'c  biology  of  plant  specialized  metabolism  using  NGS   informa'on  of  non-­‐model  medicinal  plants Fumihiko  Sato   (Lab.  Mol.  Cell.  Biol.  To/potency,  Grad.  Sch.  Biostudies,  Kyoto  University)   Sanguinarine   Rob  Bertholf/  Flickr  (CC  BY  2.0)        from  California  is  burs/ng  with  flower     hMp://www.sciencemag.org/news/siOer/california-­‐burs/ng-­‐flowers   Plant  Genomics  &  Gene  Edi/ng,  Asia  Congress,  Hong  Kong,  11th  April,  2017  
  • 2. Prehistory of synthetic biology of benzylisoquinoline alkaloid (BIA) biosynthesis tyrosine (S)-­‐norcoclaurine (S)-­‐re/culine salutaridine (S)-­‐scoulerine dihydromacarpine dihydrosanguinarine Protopine (poppy; Histamine H1 antagonist) Morphine (opium poppy; narcotic) Magnoflorine (Coptis etc; anti- HIV, NSC150443) Berberine(Antimicrobial, antidiarrheal) Sanguinarine (poppy; antimicrobial)macarpine escholtzine TAT HPDC PO TDC NCS 6OMT CNMT MCH 4’OMT RE SAS SalR SalAT T6ODM COR CODM BBE SMT CAS THBO CHS STS TNMT MSH P6H P450 P450 OMT OMT CYP80G2 CNMT Coptis japonica Papaver somniferum California poppy Eschscholzia californica P450s DBOX DBOX
  • 3. Major BIQ biosynthetic enzymes have been characterized in 1990s, and past 20-30 years major enzyme genes were isolated. * * * * * High  berberine  producing  C.  japonica  cells   Protoberberine  type  alkaloids   Benzophenanthridine  type  alkaloids   Choi et al., J.B.C., 2002 Morishige et al., J.B.C., 2000 Morishige et al., J.B.C., 2000 Takeshita et al., P.C.P., 1995 Ikezawa et al., J.B.C., 2003 Gesell et al. Planta 2011 Matsushima et al., Plant Biotech. 2012 Ikezawa et al., J.B.C. 2008 Cis-­‐NMT   CYP719A14   CYP719B1   Pauli and Kutchan 1998 Ikezawa et al., J.B.C., 2003 Dittrich and Kutchan 1991 Minami et al. PNAS 2008 Gesell et al., J.B.C., 2009 Grothe et al., J.B.C., 2001 Hagel and Facchini Nat Chem Biol 2010 Hagel and Facchini Nat Chem Biol 2010 CODM Samanani et al. Plant J 2004 Minami et al., J.B.C., 2007 Lee and Facchini Plant Cell 2010 Unterlinn er et al. Plant J. 1999 CODM T6ODM T6ODM Ziegler et al., Plant J. 2006 Ikezawa et al. FEBS J 2007 PCR 2009 EcCYP719A5 Kraus & Kutchan 1995 Morishige et al., E. J. B. 2002 Liscombe and Facchini, JBC 2007 Takemura et al. Phytochem. 2013 P6H   STORR Farrow et al. Nat. Chem Biol. 2015, Winzer et al. Sci. 2015 Enzyme purification/isolation of cDNA, Transcriptome analysis of specialized cell Recombinant expression
  • 4. (S)-­‐N-­‐methylstylopine (S)-­‐scoulerine (S)-­‐tetrahydrocolumbamine berberine   (S)-­‐cheilanthiforine (S)-­‐stylopine A:  protopine (S)-­‐tetrahydroberberine (S)-­‐N-­‐methylTHB B:  allocryptopine 6-­‐hydroxy-­‐protopine 6-­‐hydroxy-­‐allocryptopine CYP719A3 CYP719A2 CYP719A5 CYP82N2v2 CjSMT CjSMT CYP719A5 CYP719A17 CYP719A2 Expression  of  genes  except  CjSMT  were  ploMed  as  reverse  number. CYP719A3 products Ec  cell  lines CYP82N2v2 Integrated analysis of metabolome and transcriptome enabled the gene identification columbamine 4 Takemura  et  al.  (2013)  Phytochem.  91:100
  • 5. Synthetic biology and reconstruction of BIA biosynthesis in microbes substrate    product yield reference dopamine                        re/culine 55   mg/L Minami  et  al.,   2008 glucose      re/culine 46     mg/L Nakagawa  et  al.,   2011 glycerol      thebaine 2.1     mg/L Nakagawa  et  al.,   2016 nor-­‐   laudanosoline      dihydro-­‐        sanguinarine 43     μg/L Fossa/  et  al.,   2014 nor-­‐   laudanosoline      stylopine 676      μg/L Trenchard  and   Smolke,  2015 glucose        thebaine 7.7   μg/L Galanie  et  al.,   2015 E.  coli Yeast   Increased needs for enzyme genes !!!
  • 6. Step1: Fermentive production of reticuline, key intermediate from low price substrates (collaboration with Dr. H. Minami group at Ishikawa Pref. Univ.) Nakagawa  et  al.  (2011)  Nature  Commun.  2,  Art.  No.  326   Glucose Pentose  phosphate  pathway Glycolysis TKT PEPS E4P PEPPr-­‐DAHPS DAHP Chorismate HPPPr-­‐CM/PDH Dopamine 3,4-­‐DHPAA L-­‐DOPA L-­‐Tyrosine TYRDODC MAO NCS 6OMT CNMT 4’OMT (S)-­‐Norlaudano-­‐                        soline (S)-­‐3’-­‐Hydroxy-­‐          coclaurine (S)-­‐3’-­‐Hydroxy-­‐N-­‐      methylcoclaurine(S)-­‐Re'culine TAT 5 genes in 2 plasmids 11 genes in 3 plasmids from  simple  substrate E.  coli 46  mg/L
  • 7. Step2; Production of more complex and desired chemicals such as thebaine (Nakagawa et al. 2016 Nature Comm. 7:10390) key1; Improvement of reticuline production with the combination of three E. coli cells. (Nakagawa et al. 2014 Sci. Rep. 4: 6695) Key2: Successful expression of SalS (CYP719B1) in E. coli and stepwise conversion of chemicals using multiple E. coli cells (R,S)NLS (R,S)-­‐NLS  producer Key success Expression of SalS in E. coli
  • 8. Step3; Easy reconstruction BIA biosynthesis using co-culture of recombinant Pichia yeast; Flexibility, Robustness, Efficiency (from hMp://bioinforma/cs.psb.ugent.be/genomes/) Pichia  pastoris   C C C C C BBE CYP719A5 CYP719A2/A3 (S)-­‐re/culine (S)-­‐scoulerine (S)-­‐cheilanthifoline (S)-­‐stylopine (S)-­‐cop/sine case  study  in  stylopine  biosynthesis oxida/on Co-­‐culture  construct All-­‐in-­‐one  (consolidated)  construct Dr.  Kentaro  Hori Hori  et  al.    (2016)  Sci.  Rep.  6:  22201
  • 9. Stylopine production by all-in-one (B52) Pichia cells BBE CYP719A5   CYP719A2   B52  株 re/culine(substrate) BBE CYP719A5   CYP719A2   B52  cells stylopine cop/sine scoulerine cheilanthifoline medium cell  extract Total  (medium  +  cell  extract) Rapid conversion of substrate by all-in-one cells (n=3,  ±  SE) Hori  et  al.    (2016)  Sci.  Rep.  6:  22201
  • 10. Stylopine production by co-culture of Pichia with each enzyme gene (HB+HA5+HA2) Longer incubation, but still high conversion was achieved as all-in-one cells. HB  株 BBE HA5  株 CYP719A5 HA2  株 CYP719A2 re/culine(substrate) HB  cell BBE HA5  cell CYP719A5 HA2  cell CYP719A2 scoulerine cheilanthifoline stylopine cop/sine Medium Cell  extract Total  (medium+cell  extract) (n=3,  ±  SE) Hori  et  al.    (2016)  Sci.  Rep.  6:  22201
  • 11. Potential advantage of co-culture system B52  (All-­‐in-­‐one) Hidden weakness of all-in-one strategy; interference by products might reduce the production at the feeding of substrate Co-culture system would be slow reaction but tolerant for continuous production at the feeding to products due to the isolation of reactions (n=3,  ±  SE) (n=3,  ±  SE) HB,  HA5,  HA2  (co-­‐culture) Hori  et  al.    (2016)  Sci.  Rep.  6:  22201
  • 12. hMps://shop.takii.co.jp/CGI/shop/search/ image_loader.cgi? item_code=FHN110&amp;type=1 ) *Scaffolds  >1  kb * Step4; Mining of uncharacterized biosynthetic enzyme genes from the draft genome sequence DraO  genome  sequence  of  Eschscholzia  californica  cv  Hitoezaki  of  467  Mb  (ca  90%  of  502  Mb   genome)  was  obtained  by  the  support  of  MEXT  KAKENHI  (no.  221S0002). *data  type:  454  GS  FLX  Titanium  and,  **data  type:  Illumina  GAII     are  from  PhytoMetaSyn  (hMp://www.phytometasyn.ca/) Hori  et  al.  unpublished  data
  • 13. Identification of all known biosynthetic enzyme genes in draft genome Query Accession   number Func'on Loca'on re'culine   biosynthesis Ec6OMT BAM37634.1 puta/ve  norcoclaurine  6-­‐O-­‐methyltransferase scaffold194712 CjCNMT BAB71802.1 coclaurine  N-­‐methyltransferase scaffold11375 EcCYP80B1 AAC39453.1 (S)-­‐N-­‐methylcoclaurine  3'-­‐hydroxylase scaffold252 Ec4'OMT BAM37633.1 3'-­‐hydroxy-­‐N-­‐methylcoclaurine-­‐ 4'-­‐O-­‐methyltransferase scaffold7259 sanguinarine   biosynthesis EcBBE AAC39358.1 berberine  bridge  enzyme scaffold194677 scaffold194509 EcCYP719A5 BAG75113.1 cheilanthifoline  synthase scaffold1365 EcCYP719A2 ACO90219.1 stylopine  synthase scaffold194371 EcCYP719A3 BAD98249.1 stylopine  synthase scaffold5603 EcTNMT ACO90222.1 tetrahydroprotoberberine  N-­‐ methyltransferase scaffold31885 EcCYP82N5 -­‐ (S)-­‐N-­‐methylstylopine  14-­‐   hydroxylase   scaffold1139 EcCYP82N2v2 BAK20464.1 protopine  6-­‐hydroxylase   scaffold194758 EcSARED1 ADE41047.1 sanguinarine  reductase scaffold3017 Hori  et  al.  unpublished  data
  • 15. Expression analysis suggests some P450 candidates in macarpine biosynthesis MH  cells ML  cells MS  intensity  (×106) MS  intensity  (×106) TIC TIC m/z  348 m/z  354 m/z  364 m/z  370 m/z  362 m/z  364 m/z  392 reten/on  /me  (min) reten/on  /me  (min) Hori  et  al.  unpublished  data (n=3,  ±SD,  student’s  t-­‐test,       *  :  p  <  0.05,  **  :  p  <  0.01) 1 2 3 4 3 5 6     macarpine 1:  allocryptopine     2:  protopine     3:  10-­‐hydroxychelerythrine     4:  chelerythrine     5:  chelirubine     6:  macarpine    
  • 16. Co-culture of yeast cells expressing CYP82-3 and G11-OMT confirmed 10-hydroxylase activity of CYP82-3 G11-­‐OMT CYP82-­‐3 Hori  et  al.  unpublished  data
  • 17. Further characterization identified another P450 with similar hydroxylase activities but different specificity CYP82-­‐3 G11-­‐OMT ? CYP82-­‐1L CYP82-­‐1  like   dihydrosanguinarine/   dihydrochelerythrine     10-­‐hydroxylase CYP82-­‐3   dihydrosanguinarine     10-­‐hydroxylase dihydromacarpine 10-­‐hydroxydihydrochelerythrine dihydrochelerythrine dihydrosanguinarine 10-­‐hydroxydihydrosanguinarine dihydrochelerubine Hori    et  al.  unpublished  data
  • 18. Step5: Beyond NGS Sequence itself did not show enzyme activities. We need more biochemical characterization to get gold enzyme. Purwanto  et  al.    unpublished  data G3/7OMT G3 G3/   7OMT G3 SOMT S-­‐scoulerine S-­‐re/tuline
  • 19. Take home message •  Synthetic biology is powerful to reconstruct biosynthesis. •  Genome sequence obtained by NGS would be useful platform to isolate novel candidates in biosynthesis. •  But, sequence itself is not sufficient to predict the enzyme function. •  More accumulation of biochemical data is needed. 19
  • 20. Acknowledgments BIQ biosynthetic pathway and genes Dr. Yasuyuki Yamada (genome mining, TFs) Dr. Kentaro Hori (genome mining, P450) Mr. Purwanto (genome mining, OMTs) Synthetic biology Dr. K. Hori, Mr. Purwanto Dr. Hiromichi Minami (Ishikawa prefectural University) *Grant-in-Aid for Scientific Research from JSPS * Grant-in-Aid for Scientific Research on Innovative Areas from JSPS Collaborators Chemical analysis Dr. Kinuko Iwasa (Kobe Phamaceu. College) Genome sequencing Dr. Atsushi Toyota (NIG) Mitsui Petrochem. Inc. (alkaloids) Takeda Chem. (Coptis plants), Dr. Yabugasaki (pGYR), Dr. Mizutani (P450 spectra analysis) 20 Dr.  Yamada Dr.  Hori Mr.  Purwanto Dr.  Minami
  • 21. Thank you for your attention 21