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World Congress on Root and Tuber Crops
January 18-22, 2016, Nanning, China
Plenary Session PS15, Jan. 22, 2016
RIKEN Cassava Initiative:
1. Collaboration with ASEAN countries and CIAT
2. Integrated Omic Analysis (Transcriptome,
Metabolome, Hormonome and Epigenome)
Motoaki Seki,Yoshio Takei (S09-05),Tetsuya Sakurai,
Tomoko Abe and Yoshinori Utsumi (SP06-22)
(RIKEN, Yokohama City Univ., JST CREST)
Cassava is an important crop in worldwide
-Usage and application of cassava biomass-
Foods & industrial materialUse as food and feed
Indonesia =
23.9 Mt/year
Thailand
= 22 Mt/year
China= 4.7 Mt/year
Brazil = 24.5 Mt/year
Colombia = 2.4 Mt/year
Paraguay= 2.6 Mt/year
Democratic Republic
of Congo = 15.0 Mt/year
Ghana = 13.5 Mt/year
Asia =
75.2 Mt/year
Africa =
121.0 Mt/year
South America
= 31.7 Mt/year
FAO STAT2010 (http://faostat.fao.org/)
Vietnam
= 8.5 Mt/year
Nigeria = 37.5 Mt/year
An Important Tropical Crop for Food Security, Poverty Reduction and
industrial material in many Asian and African countries
(an important source for a billion people’s food and income generation).
3
India =
10.0 Mt/year
π
Cassava production:265Mt (2007)→266Mt (2010)
Cassava production:58.2Mt (2004)→85.2Mt
(2010)
Cassava production:161Mt (2000)→239Mt (2010)
Japan
(RIKEN)
0.66Mt
(2014)
Ethanol industry
Cassava Relationship between ASEAN Counties and Japan
Citation
Agriculture & Livestock Industries Corporation(http://www.alic.go.jp/)
India
Thailand
(Mahidol Univ., DOA, KMUTT etc.;
PI: Dr. Naranganjavana)
Vietnam (AGI; PI: Dr. Ham)
Cambodia
Indonesia (LIPI, ILETRI)
China
Laos
Myanmar
Cambodia (Univ. of Battambang))
Cassava:
Mahidol Univ. (Thailand)
・Marker Breeding
(HB60XHN)
・CAD, CBB
CIAT (Colombia)
・Useful genetic
resources
・Molecular breeding
RIKEN (Japan)
・Identification of candidate genes using microarray
・Production of useful cassava by transformation
・Heavy-ion beam irradiation (with Dr. Abe, RIKEN
Nishina)
・Visit of Vietnamese Vice Prime Minister (May 22,
2013) and VAAS President (May 2, 2014) to RIKEN
・Selection of elite lines as pre-
commercial variety
AGI (Vietnam)
・Evaluation of newly
developed useful cassava
candidates in the field
Developing Contribution to
Green Innovation
Cassava International Collaborative Research
in e-ASIA program (Japan and ASEAN countries)
1. Development of an integrative, functional-
genomics platform for cassava
2. Transcriptome Analysis (CAD etc.)
3. Heavy-Ion Beam Mutagenesis
4. Transformation
5. Integrated Omic Analysis (Transcriptome,
Metabolome and Hormonome) during tuberous
root development
6. Epigenetic Regulator (towards development of
stress-tolerant cassava)
Contents
ATG STOP
Genome DNA
mRNA
Partial cDNA
Full-length cDNA
Can’t produce
proteins
・Can produce
proteins
(Applicable to
transgenic plants)
Exon
Intron
Full-length cDNA is an useful tool
for basic and applied sciences.
・Useful for correct
genome annotation,
CRISPR design and
marker development.
Large-scale collection of Cassava full-length cDNAs
(Collaboration with CIAT)
・Treatment for isolation of full-length cDNA (abiotic stress) : drought、 heat、PPD、
heavy metal pollution(Al)
・EST: 20,000 full length cDNA (BMC Plant Biology 2007)
Treatment for isolation of full-length cDNA
Biotic stress : Mealybug, Whitefly, Mite, Bacterial blight and Root rots
Treatment for isolation of full-length cDNA
Biotic stress : Whitefly, Green mites, Mealybug, Hornworm, Bacterial blight
Other condition : Pesticide, fungicide, auxin, drought, fertilization water
2. MECU72(tolerance to whitefly)
1. MTAI16(elite cultivar in east-Asia)
3. MPER417-003(M. peruviana)(tolerance to whitefly and mealybug )
4. Huay Bong 60(high yield cultivar)
5. Hanatee(low yield cultivar)
Meaybug treatment
CMC40 MPER417-003
・high yield
・high starch
・high cyanide ・tolerance to CAD
・low yield
・low starch
・low cyanide ・sensitive to CAD
Sakurai et al. (2007) BMC Plant Biol.
Fernando et al. (in preparation)
Identification of more than 30,000 genes from cassava.
Cultivars
Number of
clones
Number of tags
Number of mapped
tags
KU50
Sanger
19,968 35,400 34,432
MECU72 29,952 21,364 19,879
MPER417-003 19,968 15,626 15,309
MECU72
Roche/454
- 154,397 104,379
MPER417-003 - 471,934 397,932
MPER417-003
Illumina
- 51,919,340 12,387,186
Hanatee - 13,519,852 6,381,632
Huay Bong 60 - 107,583,892 39,497,396
Number of genes from Phytozome v10.1:30,666
Number of genes from full-length cDNA resources :27,153
Number of novel genes :more than 4,000
9
Sakurai et al. (2007) BMC Plant Biol.
Fernando et al. (in preparation)
Full-length sequences of about 7,000 KU50 FL-cDNAs
(with Dr. Iuchi, RIKEN BRC)
Improving Genome Annotation (with CIAT)
Isolation of about 27,000 cassava Full-length cDNAs.
Development of Cassava Oligoarray
(containing about 30,000 genes)
2010~: 30,000 gene
Agilent oligoarray
developed
September: >15,000 gene
Agilent oligoarray
developed
Agilent 20K oligoarray
experiments
(in progress)
Agilent 30K
oligoarray experiments
were done
2009 2010 2011
2nd custom 30K oligoarray
Futures:
•>30,000 gene proves on a chip
• More biotic-related genes
• Genes from wild species
10
Utsumi et al. (2012) DNA Res.
Sojikul et al. (2015) Plant Mol. Biol.
Utsumi et al. (revised)
Construction of cassava database based on FL-cDNA information
(Cassava Online Archive, http://cassava.psc.riken.jp/)
(Sakurai et al. 2013
PLoS One)
11
Integration with
outer database
Collection of
FL-cDNA Seq
information
Results
BLAST
Top page
Keyword
Genome
Browser
1. Development of an integrative, functional-
genomics platform for cassava
2. Transcriptome Analysis (CAD etc.)
3. Heavy-Ion Beam Mutagenesis
4. Transformation
5. Integrated Omic Analysis (Transcriptome,
Metabolome and Hormonome) during tuberous
root development
6. Epigenetic Regulator (towards development of
stress-tolerant cassava)
Contents
Huay Bong 60 (HB60) Hanatee (HN)
・High yield
2006
・Resistant to
Cassava anthracnose disease (CAD)
・High starch content
・High HCN content
・Low yield
・Sensitive to CAD
・Low starch content
・Low HCN content
Cassava Marker Breeding in Thailand
-Development of F1 population (HB60 X HN)-
(Collaboration with Mahidol Univ.)
Linkage map analysis : Results
Fresh root yield
Starch content
Cyanogen content
Starch properties
CAD resistance
Marker Breeding (Collaboration with Mahidol Univ.)
14
・Deep sequencing revealed 595 SNPs in genomic regions including candidate
genes involved in CAD resistance and starch content. (in collaboration with
Mahidol Univ.)
・Identification of 10,546 SNPs in 3,252 genes
(123 SNPs on suar and starch metabolism pathway genes)
17
Identification of candidate genes of CAD tolerance by
microarray analysis (Collaboration with Mahidol Univ.)
A
Kunkeaw et al. (2010) Australas Plant Pathol, 39:547-550
B
But resistance mechanism for CAD is still unknown…
HB60 KU50HN
HNKU50 HB60
Venn diagram analysis of the genes with higher (A) and
lower (B) expression in HB60 and HN.
18
Identification of the genes with higher
expression in a CAD-tolerant cultivar (HB60) .
Utsumi et al. revised)
GO term of the genes with higher
expression in HB60 compared with
HN under non-treatment condition
Various immune systems
are involved in CAD
resistance in HB60.
GO term of the genes with higher
expression in HB60 compared with
HN at 72 h after CAD infection
Utsumi et al. revised
1. Development of an integrative, functional-
genomics platform for cassava
2. Transcriptome Analysis (CAD etc.)
3. Heavy-Ion Beam Mutagenesis
4. Transformation
5. Integrated Omic Analysis (Transcriptome,
Metabolome and Hormonome) during tuberous
root development
6. Epigenetic Regulator (towards development of
stress-tolerant cassava)
Contents
Cassava Breeding by Heavy-Ion Irradiation (non-GM)
(Collaboration with AGI, RIKEN Nishina-Center )
Cassava Fruit
Heavy-ion
irradiation
(50〜150 Gy)
Screening
Collect the
embryo
Germination
on the media
21
Collect the seeds
About 1,000 heavy ion beam-irradiated
cassava KU50 plants have been grown in AGI (Vietnam)
Pandurate
leaflobe Bloom in Hanoi
5 leaf lobes 9 leaf lobes
Red petiole Green petiole
Purple apical leaf (parent) Dark green apical leaf Light green apical leafHigh starch (30%)
Phenotype variations in about 1,000 ion beam-
irradiated lines
Can analyze
more than
30,000 gene
expression
(3) Preparation of
custom oligomicroarray
(1) Isolation and sequencing
of about 27,000 Full-Length
cDNAs
(2) Cassava
database
(4) Marker Breeding
(6) Transgenic Cassava
(5) Heavy-Ion
Irradiation Breeding
Development of Cassava Research Platform
towards Molecular Breeding
1. Development of an integrative, functional-
genomics platform for cassava
2. Transcriptome Analysis (CAD etc.)
3. Heavy-Ion Beam Mutagenesis
4. Transformation
5. Integrated Omic Analysis (Transcriptome,
Metabolome and Hormonome) during tuberous
root development
6. Epigenetic Regulator (towards development of
stress-tolerant cassava)
Contents
Friable embryogenic callus(FEC)
Transgenic Plantlets
Agrobacterium infection
In Vitro mother plantlets
Axillary buds or small leaves
Somatic embryogenic callus
Transformed FEC
Cotyledon
fragments
Transgenic shoot
initials
Agrobacterium infection
Agrobacterium-mediated cassava transformation
of friable embryogenic calli (FEC)
PCR and GFP
selection
Control leaf
Regeneration from FEC
Somatic embryogenic callus
List of media for FEC production in cassava
Genotype
Successful genotype to FEC
prodaction
Media for FEC production
Sucrose
concentration
Auxin Reference
1. TMS60444 and M.COL. 1505 TMS60444 and M.COL. 1505
MS, ½MS, ,MS(-NH4), MS(-NH4NO3), SH,
N6, NN, GD, WPM and B6
2% 12 mg/l picloram Taylor et al. 1996 (Nat. Biotechnol)
2. TMS60444 TMS60444 GD 2% 10 mg/l picloram Raemakers et al. 1996 (Mol. Breeding)
3. TMS60444 and MCOL22 TMS60444 and MCOL22 GD 2% 12 mg/l picloram Zhang et al. 2000 (Ph.D. thesis in ETH)
4. TMS60444, Adira 4, R60, R90, Thai5, M7,
Mcol22, Adira 1, L11 and Gading
TMS60444, Adira 4, R60, R90,
Thai5*1
and M7*1 GD 6%
6 mg/l picloram
6 mg/l NAA
Raemakers et al. 2001 (Euphytica)
5. TMS60444 TMS60444 GD 2% 12 mg/l picloram Schreuder et al. 2001 (Euphytica)
6. Bujá Preta, Rosinha Bujá Preta, Rosinha GD 2% 12 mg/l picloram Ibrahim et al. 2008 (Afri J Biotechnol)
7. TMS60444 TMS60444 GD 2% 12 mg/l picloram Bull et al. 2009 (Nat Protoc.)
8. T200, AR9-18, MTAI16, CR25-4, CM523-7,
BRA1183, MCOL2261 and SM707-17
- MS*2
2% 12 mg/l picloram Rossin et al. 2010 (S. Afr. J. Bot.)
9. TME 3, TME 7 and TME 14 TME 3, TME 7 and TME 14 GD 2% 12 mg/l picloram Zainuddin et al. 2012 (Plant Methods)
10. TMS60444 and T200 TMS60444 and T200 GD 2% 12 mg/l picloram Chetty et al. 2013 (N Biotechnol.)
11. Ebwanatereka, Serere and Kibandameno
Ebwanatereka, Serere and
Kibandameno
GD with different concentrations of tyrosine
(125, 250 and 500 µM)
2% 50 µM picloram Nyaboga et al. 2013 (Frontiers in plant sci.)
12. Aladu, Ebwanateraka, 60444 Aladu, Ebwanateraka, 60444 GD with 500 µM tyrosine 2% 50 µM picloram Apio et al. 2015 (African J Biotechnol)
13. TME14 TME14 GD 2% 12 mg/l picloram Nyaboga et al. 2015 (Frontiers in plant sci.)
*1 Thai5 and M7 were classified as relatively difficult lines to produce FEC. The efficiency of FEC production is about 1%.
*2 The production of somatic embryo from all genotypes was reported in this manuscript.
Media
TMS60444 KU50
Number of somatic
embryo
Number of colony
of friable
embryogenic callus
Percentage
(%)
Number of
organized callus
Number of colony
of friable
embryogenic
callus after
cultured during 4
weeks
Percentage
(%)
Murashige and Skoog medium (MS) 13 4 31 27 0 0
MS (×1/100 NO3) medium 12 0 0 25 0 0
MS (×1/100 NH4) medium 12 0 0 25 0 0
Media X exp1 15 15 100 24 0 0
exp2 70 51 73 - - -
exp3 56 29 52 - - -
MS (-Zn) medium 13 1 8 30 0 0
MS (-Br) medium 13 1 8 21 0 0
Gresshoff & Doy basal medium exp1 29 9 31 50 0 0
exp2 60 22 37 - - -
exp3 59 20 34 - - -
McCow'n woody plant medium 16 6 38 25 0 0
Chu N6 medium 14 4 29 28 0 0
Gamborg B5 medium 15 5 33 25 0 0
Optimization of media for FEC production in cassava
Ha, Utsumi et al. in preparation
Workflow of cassava transformation
Ha, Utsumi et al. in preparation
Preparation of in vitro plantlets
from Vietnamese local cultivars
Multiplication of in vitro cassava plant
Candidate cassava cultivars
1 KM140 KM98-1 x KM36
2 KM325 SC5 x SC5
3 NA1 MIF
4 KM397 KM108-9-1 x KM219
5 HL2004-28 (GM444-2 x GM444-2) x XVP
6 TaXanhDB Unknown
7 Rayong11 R5 x OMR29-20-118
8 KM987 SM1717 x CM321-188 [AGI, VNM]
9 TCĐB SC5 x SC5 [AGI, VNM]
10 TĐĐB Unknown [AGI, VNM]
11 KU50 Rayong1 x Rayong90
12 TMS60444 Unknown [IITA, NGA]
Selection and screening of Asian cultivars
based on efficiency of FEC production
KU50 callus
on-going step…
Qualitative and Quantitative Improvement of Cassava Biomass using
Agrobacterium-mediated Cassava Transformation System
8 constructs
→Food security and stable
biomass supply
→Increase of non-food biomass →Industrial material
Quantity Quality
9 constructs
Improvement of photosynthesis
Increased tuberous roots
Early bulking
Early flowering
Stress tolerance
32
What is Fructose 1,6-bisphosphate Aldolase (FBA)?
①Fructose 1,6-bisphosphate ⇄ Dihydroxyacetone phosphate +Glyceraldehyde 3- phosphate
②Sedoheptulose 1,7-bisphosphate ⇄ Dihydroxyacetone phosphate + erythrose 4-phosphate
 Viewpoint
‐ Bypass of the pathway
between Calvin Cycle and
Sucrose transport.
‐ One of the key enzyme of
photosynthesis
‐ AtFBA3 is localized in
Plastid and Cytoplasm
The Plant Journal(2010) 61,1067-1091
Mark Stitt et al.
Arabidopsis and Primary photosynthetic metabolism
– more than the icing on the cake.
①
② ①
Reaction
Aldolase is a candidate gene for improving the
photosynthetic carbon fixation
Photosynthesis Research 75: 1-10
2003
Christine A. Raines
The Calvin cycle revisited
Aldolase is candidate of engineering to improve photosynthetic carbon
fixation.
Aldolaseactivity(μunit/μg/min)
AtFBA3-ox cassava plants has 2.0-
5.9-fold higher aldolase activities
than WT.
WT AtFBA3-
ox C8
AtFBA3-
ox E6
AtFBA3-
ox E3
×103Copynumber/ngtotalRNA
Gene expression of AtFBA3 and
Aldolase Activity in Leaves
AtFBA3-ox cassava plants has
higher gene expression than WT.
Sample is grown in Green house (sun light, 28℃) and collected from 2nd to 4th leaves from top of the stem at 10:00-12:00 .
Mean and error bar indicate the average value and standard deviation with each triplicate experiments using three biological replicates
WT AtFBA3-
ox C8
AtFBA3-
ox E6
AtFBA3-
ox E3
Gene expression Aldolase activity
(Takei et al. in prep.)
Red : p<0.05 Blue : p<0.1 by T-test
The tuber yield of FBA OX lines is increased
under 400 ppm CO2 condition.
(Takei et al. in prep.)
RR
RIKEN CSRS has established integrated Omic Analysis Platform.
Molecular Analysis to elucidate the mechanism is in progress.
Metabolome
Hormonome
Transcriptome and
Epigenome
Agilent Microarray Scanner
Ion Proton
SOLiD5500
1. Development of an integrative, functional-
genomics platform for cassava
2. Transcriptome Analysis (CAD etc.)
3. Heavy-Ion Beam Mutagenesis
4. Transformation
5. Integrated Omic Analysis (Transcriptome,
Metabolome and Hormonome) during tuberous
root development
6. Epigenetic Regulator (towards development of
stress-tolerant cassava)
Contents
39
Table 1. The sampling plan during developing stage.
4 weeks 6 weeks 8 weeks 10 weeks 12 weeks
1 2 3 1 2 3 1 2 3 1 2 3 1 2 3 Total
Fibrous* Parenchyma
○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ 15
Cortex
Intermediate
Parenchyma
- - - - - -
○ ○ ○ ○ ○ ○ ○ ○ ○ 9
Cortex ○ ○ ○ ○ ○ ○ ○ ○ ○ 9
Storage
Parenchyma
- - - - - -
○ ○ ○ ○ ○ ○ ○ ○ ○ 9
Cortex ○ ○ ○ ○ ○ ○ ○ ○ ○ 9
Top of leaves ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ 15
Total 66
: Metabolome, Transcriptome : Hormonome
Fibrous root; Diameter <2mm
Intermediate root;Diameter 2-5mm
Storage root; Diameter > 5mm
Cortex
Parenchyma
Integrated Omic Analysis (Transcriptome, Metabolome and
Hormonome) during Tuberous Root Development (with Mahidol Univ.)
(unpublished, Utsumi et al.)
39
Starch content in root tuber samples
Starch biosynthesis has started already in fibrous root from F8 and F12
Starchcontent
(mg/mgF.W.)
(Utsumi et al. in prep.)
Unknown
signal
ABA ↑
GA −
IAA −
IAAsp −
iP ↑
tZ ↑
cZ ↑
Sucrose↑
G6P↑
F6P↑
AMP−
ABA ↓
GA ↑
IAA −
IAAsp ↓
iP ↑
tZ ↑
cZ ↑
Sucrose↑
G6P↑
F6P↑
AMP↑
Sucrose↑
G6P↑
F6P↑
AMP−
Parencyma(0.02%) (3-5%)
(10-18%)
1. Post-embryonic
development
2. Response to
stimulus
3. Phosphorylation
4. Response to
chemical stimulus
5. Reproductive
process in a
multicellular
organism
1. Response to
stimulus
2. Post-embryonic
development
3. Glucan
biosynthetic
process
4. Cellular glucan
metabolic
process
5. Glucan metabolic
process
Metabolites
Plant
hormones
Transcriptome
Root state
(Starch content)
Fibrous StoragePre-storage
Integrated Omic Analysis during Tuberous Root
Development in Cassava (Utsumi et al. in prep.)
Intermediate
Stimulation
to plant
hormone
and sugar Parencyma
(8-15%)
ABA↓
GA −
IAA −
IAAsp ↓
iP ↑
tZ ↑
cZ ↓
Cortex(5-9%) Cortex(5-9%)
ABA ↓
GA −
IAA −
IAAsp ↓
iP ↑
tZ ↑
cZ ↓
Sucrose↑
G6P↑
F6P↑
AMP↑
Sucrose↑
G6P↑
F6P↑
AMP−
(unpublished, Utsumi and Seki et al.)
41
1. Post-embryonic
development
2. Photosynthesis
3. Cellular glucan
metabolic
process
4. Glucan metabolic
process
5. Response to
stimulus
ABA ↓
GA ↑
IAA −
IAAsp ↓
iP ↑
tZ ↑
cZ ↑
1. Response to
stimulus
2. Post-embryonic
development
3. Glucan
biosynthetic
process
4. Cellular glucan
metabolic
process
5. Glucan metabolic
process
1. Post-embryonic
development
2. Photosynthesis
3. Cellular glucan
metabolic
process
4. Glucan
metabolic
process
5. Response to
stimulus
G1P
L-kestose
Sucrose
F6P
2-1,3-aminopiperidin
l-arginine
l-ornitine
A
B
C
D
F
E
G
HI
J
K
L
G6P
l-serine
4-aminobutyric acid
beta-alanine
Maltotriose
UMP
AMP
l-aspartic acid
l-glutamic acid
Glycolic acid
CMP
trans-zeatin
Heatmap of 154 metabolites
increasing tuberization process
Oxalic acid
l-threonic acid
l-cysteine
Stigmasterol
5-aminolevulinic acid
3-ureidopropionic acid
Threonic acid-1,4-lactone
d-gluconic acid
F8
I8_C
I8_P
M8_C
M8_P
F12
I12_C
I12_P
M12_C
M12_P
d-maltose
Metabolisms involved in sugars and nucleotide increased in all
tissues in comparison to fibrous roots at 4 weeks after cutting.
(Utsumi et al. in prep.)
1. Development of an integrative, functional-
genomics platform for cassava
2. Transcriptome Analysis (CAD etc.)
3. Heavy-Ion Beam Mutagenesis
4. Transformation
5. Integrated Omic Analysis (Transcriptome,
Metabolome and Hormonome) during tuberous
root development
6. Epigenetic Regulator (towards development of
stress-tolerant cassava)
Contents
44
Area with high-salinity stress-affected damage (Sparks 1995)
High-salinity stress problems have been
reported in North East of Thailand and
Indonesia.
Area with drought stress-affected damage (Tottori Univ., Arid Region Research Center)
Areas with High-salinity or drought stress-affected damage occur in the world.
Asia =
75.2 Mt/year
Africa =
121.0 Mt/year
South America
= 31.7 Mt/year
Indonesia =
23.9 Mt/year
Thailand
= 22 Mt/year
China= 4.7 Mt/year
Brazil = 24.5 Mt/year
Colombia = 2.4 Mt/year
Paraguay= 2.6 Mt/year Democratic Republic
of Congo = 15.0 Mt/year
Ghana
= 13.5 Mt/year
FAO STAT2010 (http://faostat.fao.org/)
Vietnam
= 8.5 Mt/year
Nigeria = 37.5 Mt/year
India =
10.0 Mt/year
Cassava Production
We need to develop the cassava plants tolerant to the abiotic stresses!
45
Salinity-accumulating Soil : 28,970 km2
Area with salt damage : 2,830 km2
鉱床岩塩 : 約 18 兆t
鉱床カリウム : 約 25 億t
岩塩層厚 : 約 100 m 〜 150 m
岩塩層深度 : 地下約 150 m 〜 300 m
(参考)
地盤工学会「土と基礎」,2007.3
PIPATPONGSA THIRAPONG (東京工業大学助教授)
飯 塚 敦 (神戸大学教授)
河 井 克 之 (神戸大学助手)
Area with high-salinity stress-affected damage in Thailand
North-east
of Thailand
Nakhon Ratchasima
Sakon nakhon
Bangkok
46
(http://www.ne.jp/asahi/vietnam/agriculture/environment/region.htm#31)
World Bank Report (Dasgupta et al. 2007):Vietnam is
one of the countries that are affected most
seriously by climate changes、海面が 1 m上昇すると、
人口のおよそ 10%が影響を 受けるとされている。ベトナ
ムの天然資源環境省は、2009 年、「ベトナムにおける気
候変動と海面上昇に関するシナリオ」(Bo Tai Nguyen va
Moi Truong 2009)を作成し、各省がこのシナリオにもと
づき、堤防の建設など、具体的な対策を講じはじめてい
る。2012 年に最新のシナリオが公表されたが、これによ
ると、気候変動の影響を 3 段階に分け、影響力が「中」
であった場合、It is predicted that if the sea
level will rise 1 m, Mekong Delta area will
lose 39% of the Area and if the sea level
will rise 2 m,more than 92% of the area will
be lost (Nguoi Lao Dong 2012).
Drought stress problem occurs.
Areas with drought- and/or high-salinity stress-
affected damage (might occur in the future) in Vietnam
Similar situation occurs in India.
Plant Cell
Signal Perception and
Signal Transduction
ABA
Stress ResponseSalt
ABA
independent
Regulatory Protein
Functional Protein
Non-coding RNAs
RNA regulation
Epigenetic regulation
and Tolerance
Drought Cold
Heat
Drought Cold
High
Heatsalt
Small peptides
+
+
-- Repress
Alteration of histone modifications
Active-mark
Repressive-mark
HAT
HDAC
HMT
H3K27m3
H3K9ac
H3K4m3
HAT: Histone acetyl transferase
HDAC: Histone deacetylase
HMT: Histone methyl transferase
Transcription
Relaxing
Packing
HDM: Histone demethylase
HDM
HMT
Histone modification enzymes
Alteration of histone modifications is
deeply and universally correlated with the gene regulations in eukaryotes.
Acetylation
HDAC
deacetylation
Ac
AcAc
AcAc
Ac
AcAc
AcAc
Ac
Ac AcAc
Ac
Activation of the genes
involved in environmental stress tolerance
遺伝子発現
OFF
Gene Expression
ON
HDAC
deacetylation
HDAC
inhibitor
Histone Acetylation is involved
in activation of gene expression.
Ky-2
Ac Ac
HDAC
Ky-2, an HDAC inhibitor, enhances high-salinity
stress tolerance in Arabidopsis.
×
SOS1
Transcription ON
SOS1
Na+ Na+
SOS1
Na+
SOS1
SOS1Na+
Na+
Na+
Na+
Sako et al. (2016) Plant Cell Physiol.
4℃ 22℃ (16h-L/8h-D)
9 day after
germination (DAG)
0 4 5
5 HDAC inhibitors enhancing high-salinity stress tolerance
0
10
20
30
40
50
60
70
80
90
100
DMSO JNJ MC1568 MS275 SAHA TSA
Survival rate (%)
(n=15, 3 biological replicates)
LBH5891 2 3 4 5
Ueda et al. (in preparation)
HDAC inhibitor 1-
treated plants + NaCl HDAC inhibitor 1-
treated plants + NaCl
HDAC inhibitor
1-treated plants
Control
HDAC inhibitor
1-treated plants
Control
Shoot (mg)Shoot (mg)
Root(mg)
Root(mg)
HDAC inhibitor 1 enhances high-salinity stress tolerance in cassava.
Transcriptome analysis identified many candidate genes of
HDAC inhibitor-mediated high-salinity stress tolerance
Genes with higher expression
in roots of HDAC Inhibitor 1-
treated plants (not high-salinity
stress-inducible)
Genes with lower expression
in roots of HDAC Inhibitor 1-
treated plants (high-salinity
stress-inducible)
NoInhibitor(Control)
NoInhibitor+2hNaCl
NoInhibitor+24hNaCl
24hInhibitor
24hInhibitor+2hNaCl
24hInhibitor+24hNaCl
RR
RIKEN CSRS has established integrated Omic Analysis Platform.
Molecular Analysis to elucidate the mechanism is in progress.
Metabolome
Hormonome
Transcriptome and
Epigenome
Agilent Microarray Scanner
Ion Proton
SOLiD5500
Japan
Kyushu Univ.
(PI: Dr. Takasu)
RIKEN
Tokyo Univ. Agr.
Univ. Tokyo
Nagoya Univ.
Vietnam
AGI
Main Res. Inst.
Sub Res. Inst.
Tested Cassava Field
Rayong Field Crop Res. Cent.
Thailand
Hung Loc Agr. Cent.
Univ. of Battambang
(UBB), Cambodia
55
JST-JICA SATREPS project (2016-2021) :
Development and dissemination of sustainable production system based on
invasive pest management of cassava in Vietnam, Cambodia and Thailand
5656
Ajinomoto Co.
Useful biomass,
such as amino
acids
Fertilizers,
Nutrient
materials
Wastes
(Rich in nutrients,
such as nitrogen)
・Identification of
useful genes.
・Development of useful
cassava by transformation,
chemicals and heavy ion
beam irradiation..
Develop to field
Use of stems for propagation
Cassava starch
Cassava pulp
Cellulose Film
Spray on
the crops
Harvest of tuber roots
Foods
Sweetener
Industrial raw materials
Materials for food processing
Fermentation
Decompose into glucose
Environmentally friendly
reutilization
Green Innovation using Cassava
・Cooperation with Japanese Companies
・Sustainable Human Life through Stable
Supply of Sugars with Low Price
for Foods and Biomaterials
Collaborators
RIKEN CSRS
Yoshinori Utsumi (SP06-22)
Chikako Utsumi
Yoshio Takei (S09-05)
Vu The Ha
Onsaya Patanun
Minoru Ueda
Kaori Sako
Minoru Yoshida
Hitoshi Sakakibara
Kazuki Saito
Atsushi Fukushima
Miyako Kusano
Akihiro Matsui
Maho Tanaka
Junko Ishida
Jong-Myong Kim
Tetsuya Sakurai
Satoshi Iuchi
Masatomo Kobayashi
Ken Shirasu
Kazuo Shinozaki
Thailand, Mahidol University
Jarunya Narangajavana
Kanokporn Triwitayakorn
Punchapat Sojikul
Supajit Sraphet
Sukhuman Whankew
DOA
Opas Boonseng
Amonrat Kitjaideaw
King Mongkut University of
Technology at Thonburi
Treenut Saithong
Saowalak Kalapanulak
Research Institute for Biological
Sciences, Okayama (RIBS)
Ken'ichi Ogawa
Yoshihiro Narusaka
Mari Narusaka
CIAT
Manabu Ishitani
Joe Tohme
Yokohama City University
Hiroyuki Tsuji
Nara Institute of Science and
Technology (NAIST)
Ko Shimamoto
Masaaki Umeda
RIKEN Nishina Center
Tomoko Abe
Tomonari Hirano
Vietnam, AGI
Ham Huy Le
Dong Van Nguyen
Vu Anh Nguyen
Thank you for your attention
58

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2016. Motoaki seki. RIKEN cassava initiative

  • 1. World Congress on Root and Tuber Crops January 18-22, 2016, Nanning, China Plenary Session PS15, Jan. 22, 2016 RIKEN Cassava Initiative: 1. Collaboration with ASEAN countries and CIAT 2. Integrated Omic Analysis (Transcriptome, Metabolome, Hormonome and Epigenome) Motoaki Seki,Yoshio Takei (S09-05),Tetsuya Sakurai, Tomoko Abe and Yoshinori Utsumi (SP06-22) (RIKEN, Yokohama City Univ., JST CREST)
  • 2. Cassava is an important crop in worldwide -Usage and application of cassava biomass- Foods & industrial materialUse as food and feed
  • 3. Indonesia = 23.9 Mt/year Thailand = 22 Mt/year China= 4.7 Mt/year Brazil = 24.5 Mt/year Colombia = 2.4 Mt/year Paraguay= 2.6 Mt/year Democratic Republic of Congo = 15.0 Mt/year Ghana = 13.5 Mt/year Asia = 75.2 Mt/year Africa = 121.0 Mt/year South America = 31.7 Mt/year FAO STAT2010 (http://faostat.fao.org/) Vietnam = 8.5 Mt/year Nigeria = 37.5 Mt/year An Important Tropical Crop for Food Security, Poverty Reduction and industrial material in many Asian and African countries (an important source for a billion people’s food and income generation). 3 India = 10.0 Mt/year
  • 4. π Cassava production:265Mt (2007)→266Mt (2010) Cassava production:58.2Mt (2004)→85.2Mt (2010) Cassava production:161Mt (2000)→239Mt (2010) Japan (RIKEN) 0.66Mt (2014) Ethanol industry Cassava Relationship between ASEAN Counties and Japan Citation Agriculture & Livestock Industries Corporation(http://www.alic.go.jp/) India Thailand (Mahidol Univ., DOA, KMUTT etc.; PI: Dr. Naranganjavana) Vietnam (AGI; PI: Dr. Ham) Cambodia Indonesia (LIPI, ILETRI) China Laos Myanmar Cambodia (Univ. of Battambang)) Cassava:
  • 5. Mahidol Univ. (Thailand) ・Marker Breeding (HB60XHN) ・CAD, CBB CIAT (Colombia) ・Useful genetic resources ・Molecular breeding RIKEN (Japan) ・Identification of candidate genes using microarray ・Production of useful cassava by transformation ・Heavy-ion beam irradiation (with Dr. Abe, RIKEN Nishina) ・Visit of Vietnamese Vice Prime Minister (May 22, 2013) and VAAS President (May 2, 2014) to RIKEN ・Selection of elite lines as pre- commercial variety AGI (Vietnam) ・Evaluation of newly developed useful cassava candidates in the field Developing Contribution to Green Innovation Cassava International Collaborative Research in e-ASIA program (Japan and ASEAN countries)
  • 6. 1. Development of an integrative, functional- genomics platform for cassava 2. Transcriptome Analysis (CAD etc.) 3. Heavy-Ion Beam Mutagenesis 4. Transformation 5. Integrated Omic Analysis (Transcriptome, Metabolome and Hormonome) during tuberous root development 6. Epigenetic Regulator (towards development of stress-tolerant cassava) Contents
  • 7. ATG STOP Genome DNA mRNA Partial cDNA Full-length cDNA Can’t produce proteins ・Can produce proteins (Applicable to transgenic plants) Exon Intron Full-length cDNA is an useful tool for basic and applied sciences. ・Useful for correct genome annotation, CRISPR design and marker development.
  • 8. Large-scale collection of Cassava full-length cDNAs (Collaboration with CIAT) ・Treatment for isolation of full-length cDNA (abiotic stress) : drought、 heat、PPD、 heavy metal pollution(Al) ・EST: 20,000 full length cDNA (BMC Plant Biology 2007) Treatment for isolation of full-length cDNA Biotic stress : Mealybug, Whitefly, Mite, Bacterial blight and Root rots Treatment for isolation of full-length cDNA Biotic stress : Whitefly, Green mites, Mealybug, Hornworm, Bacterial blight Other condition : Pesticide, fungicide, auxin, drought, fertilization water 2. MECU72(tolerance to whitefly) 1. MTAI16(elite cultivar in east-Asia) 3. MPER417-003(M. peruviana)(tolerance to whitefly and mealybug ) 4. Huay Bong 60(high yield cultivar) 5. Hanatee(low yield cultivar) Meaybug treatment CMC40 MPER417-003 ・high yield ・high starch ・high cyanide ・tolerance to CAD ・low yield ・low starch ・low cyanide ・sensitive to CAD Sakurai et al. (2007) BMC Plant Biol. Fernando et al. (in preparation)
  • 9. Identification of more than 30,000 genes from cassava. Cultivars Number of clones Number of tags Number of mapped tags KU50 Sanger 19,968 35,400 34,432 MECU72 29,952 21,364 19,879 MPER417-003 19,968 15,626 15,309 MECU72 Roche/454 - 154,397 104,379 MPER417-003 - 471,934 397,932 MPER417-003 Illumina - 51,919,340 12,387,186 Hanatee - 13,519,852 6,381,632 Huay Bong 60 - 107,583,892 39,497,396 Number of genes from Phytozome v10.1:30,666 Number of genes from full-length cDNA resources :27,153 Number of novel genes :more than 4,000 9 Sakurai et al. (2007) BMC Plant Biol. Fernando et al. (in preparation) Full-length sequences of about 7,000 KU50 FL-cDNAs (with Dr. Iuchi, RIKEN BRC) Improving Genome Annotation (with CIAT) Isolation of about 27,000 cassava Full-length cDNAs.
  • 10. Development of Cassava Oligoarray (containing about 30,000 genes) 2010~: 30,000 gene Agilent oligoarray developed September: >15,000 gene Agilent oligoarray developed Agilent 20K oligoarray experiments (in progress) Agilent 30K oligoarray experiments were done 2009 2010 2011 2nd custom 30K oligoarray Futures: •>30,000 gene proves on a chip • More biotic-related genes • Genes from wild species 10 Utsumi et al. (2012) DNA Res. Sojikul et al. (2015) Plant Mol. Biol. Utsumi et al. (revised)
  • 11. Construction of cassava database based on FL-cDNA information (Cassava Online Archive, http://cassava.psc.riken.jp/) (Sakurai et al. 2013 PLoS One) 11 Integration with outer database Collection of FL-cDNA Seq information Results BLAST Top page Keyword Genome Browser
  • 12. 1. Development of an integrative, functional- genomics platform for cassava 2. Transcriptome Analysis (CAD etc.) 3. Heavy-Ion Beam Mutagenesis 4. Transformation 5. Integrated Omic Analysis (Transcriptome, Metabolome and Hormonome) during tuberous root development 6. Epigenetic Regulator (towards development of stress-tolerant cassava) Contents
  • 13. Huay Bong 60 (HB60) Hanatee (HN) ・High yield 2006 ・Resistant to Cassava anthracnose disease (CAD) ・High starch content ・High HCN content ・Low yield ・Sensitive to CAD ・Low starch content ・Low HCN content Cassava Marker Breeding in Thailand -Development of F1 population (HB60 X HN)- (Collaboration with Mahidol Univ.)
  • 14. Linkage map analysis : Results Fresh root yield Starch content Cyanogen content Starch properties CAD resistance Marker Breeding (Collaboration with Mahidol Univ.) 14
  • 15. ・Deep sequencing revealed 595 SNPs in genomic regions including candidate genes involved in CAD resistance and starch content. (in collaboration with Mahidol Univ.) ・Identification of 10,546 SNPs in 3,252 genes (123 SNPs on suar and starch metabolism pathway genes)
  • 16.
  • 17. 17 Identification of candidate genes of CAD tolerance by microarray analysis (Collaboration with Mahidol Univ.) A Kunkeaw et al. (2010) Australas Plant Pathol, 39:547-550 B But resistance mechanism for CAD is still unknown… HB60 KU50HN HNKU50 HB60
  • 18. Venn diagram analysis of the genes with higher (A) and lower (B) expression in HB60 and HN. 18 Identification of the genes with higher expression in a CAD-tolerant cultivar (HB60) . Utsumi et al. revised)
  • 19. GO term of the genes with higher expression in HB60 compared with HN under non-treatment condition Various immune systems are involved in CAD resistance in HB60. GO term of the genes with higher expression in HB60 compared with HN at 72 h after CAD infection Utsumi et al. revised
  • 20. 1. Development of an integrative, functional- genomics platform for cassava 2. Transcriptome Analysis (CAD etc.) 3. Heavy-Ion Beam Mutagenesis 4. Transformation 5. Integrated Omic Analysis (Transcriptome, Metabolome and Hormonome) during tuberous root development 6. Epigenetic Regulator (towards development of stress-tolerant cassava) Contents
  • 21. Cassava Breeding by Heavy-Ion Irradiation (non-GM) (Collaboration with AGI, RIKEN Nishina-Center ) Cassava Fruit Heavy-ion irradiation (50〜150 Gy) Screening Collect the embryo Germination on the media 21 Collect the seeds
  • 22. About 1,000 heavy ion beam-irradiated cassava KU50 plants have been grown in AGI (Vietnam)
  • 23. Pandurate leaflobe Bloom in Hanoi 5 leaf lobes 9 leaf lobes Red petiole Green petiole Purple apical leaf (parent) Dark green apical leaf Light green apical leafHigh starch (30%) Phenotype variations in about 1,000 ion beam- irradiated lines
  • 24. Can analyze more than 30,000 gene expression (3) Preparation of custom oligomicroarray (1) Isolation and sequencing of about 27,000 Full-Length cDNAs (2) Cassava database (4) Marker Breeding (6) Transgenic Cassava (5) Heavy-Ion Irradiation Breeding Development of Cassava Research Platform towards Molecular Breeding
  • 25. 1. Development of an integrative, functional- genomics platform for cassava 2. Transcriptome Analysis (CAD etc.) 3. Heavy-Ion Beam Mutagenesis 4. Transformation 5. Integrated Omic Analysis (Transcriptome, Metabolome and Hormonome) during tuberous root development 6. Epigenetic Regulator (towards development of stress-tolerant cassava) Contents
  • 26. Friable embryogenic callus(FEC) Transgenic Plantlets Agrobacterium infection In Vitro mother plantlets Axillary buds or small leaves Somatic embryogenic callus Transformed FEC Cotyledon fragments Transgenic shoot initials Agrobacterium infection Agrobacterium-mediated cassava transformation of friable embryogenic calli (FEC) PCR and GFP selection Control leaf Regeneration from FEC Somatic embryogenic callus
  • 27. List of media for FEC production in cassava Genotype Successful genotype to FEC prodaction Media for FEC production Sucrose concentration Auxin Reference 1. TMS60444 and M.COL. 1505 TMS60444 and M.COL. 1505 MS, ½MS, ,MS(-NH4), MS(-NH4NO3), SH, N6, NN, GD, WPM and B6 2% 12 mg/l picloram Taylor et al. 1996 (Nat. Biotechnol) 2. TMS60444 TMS60444 GD 2% 10 mg/l picloram Raemakers et al. 1996 (Mol. Breeding) 3. TMS60444 and MCOL22 TMS60444 and MCOL22 GD 2% 12 mg/l picloram Zhang et al. 2000 (Ph.D. thesis in ETH) 4. TMS60444, Adira 4, R60, R90, Thai5, M7, Mcol22, Adira 1, L11 and Gading TMS60444, Adira 4, R60, R90, Thai5*1 and M7*1 GD 6% 6 mg/l picloram 6 mg/l NAA Raemakers et al. 2001 (Euphytica) 5. TMS60444 TMS60444 GD 2% 12 mg/l picloram Schreuder et al. 2001 (Euphytica) 6. Bujá Preta, Rosinha Bujá Preta, Rosinha GD 2% 12 mg/l picloram Ibrahim et al. 2008 (Afri J Biotechnol) 7. TMS60444 TMS60444 GD 2% 12 mg/l picloram Bull et al. 2009 (Nat Protoc.) 8. T200, AR9-18, MTAI16, CR25-4, CM523-7, BRA1183, MCOL2261 and SM707-17 - MS*2 2% 12 mg/l picloram Rossin et al. 2010 (S. Afr. J. Bot.) 9. TME 3, TME 7 and TME 14 TME 3, TME 7 and TME 14 GD 2% 12 mg/l picloram Zainuddin et al. 2012 (Plant Methods) 10. TMS60444 and T200 TMS60444 and T200 GD 2% 12 mg/l picloram Chetty et al. 2013 (N Biotechnol.) 11. Ebwanatereka, Serere and Kibandameno Ebwanatereka, Serere and Kibandameno GD with different concentrations of tyrosine (125, 250 and 500 µM) 2% 50 µM picloram Nyaboga et al. 2013 (Frontiers in plant sci.) 12. Aladu, Ebwanateraka, 60444 Aladu, Ebwanateraka, 60444 GD with 500 µM tyrosine 2% 50 µM picloram Apio et al. 2015 (African J Biotechnol) 13. TME14 TME14 GD 2% 12 mg/l picloram Nyaboga et al. 2015 (Frontiers in plant sci.) *1 Thai5 and M7 were classified as relatively difficult lines to produce FEC. The efficiency of FEC production is about 1%. *2 The production of somatic embryo from all genotypes was reported in this manuscript.
  • 28. Media TMS60444 KU50 Number of somatic embryo Number of colony of friable embryogenic callus Percentage (%) Number of organized callus Number of colony of friable embryogenic callus after cultured during 4 weeks Percentage (%) Murashige and Skoog medium (MS) 13 4 31 27 0 0 MS (×1/100 NO3) medium 12 0 0 25 0 0 MS (×1/100 NH4) medium 12 0 0 25 0 0 Media X exp1 15 15 100 24 0 0 exp2 70 51 73 - - - exp3 56 29 52 - - - MS (-Zn) medium 13 1 8 30 0 0 MS (-Br) medium 13 1 8 21 0 0 Gresshoff & Doy basal medium exp1 29 9 31 50 0 0 exp2 60 22 37 - - - exp3 59 20 34 - - - McCow'n woody plant medium 16 6 38 25 0 0 Chu N6 medium 14 4 29 28 0 0 Gamborg B5 medium 15 5 33 25 0 0 Optimization of media for FEC production in cassava Ha, Utsumi et al. in preparation
  • 29. Workflow of cassava transformation Ha, Utsumi et al. in preparation
  • 30. Preparation of in vitro plantlets from Vietnamese local cultivars Multiplication of in vitro cassava plant Candidate cassava cultivars 1 KM140 KM98-1 x KM36 2 KM325 SC5 x SC5 3 NA1 MIF 4 KM397 KM108-9-1 x KM219 5 HL2004-28 (GM444-2 x GM444-2) x XVP 6 TaXanhDB Unknown 7 Rayong11 R5 x OMR29-20-118 8 KM987 SM1717 x CM321-188 [AGI, VNM] 9 TCĐB SC5 x SC5 [AGI, VNM] 10 TĐĐB Unknown [AGI, VNM] 11 KU50 Rayong1 x Rayong90 12 TMS60444 Unknown [IITA, NGA]
  • 31. Selection and screening of Asian cultivars based on efficiency of FEC production KU50 callus on-going step…
  • 32. Qualitative and Quantitative Improvement of Cassava Biomass using Agrobacterium-mediated Cassava Transformation System 8 constructs →Food security and stable biomass supply →Increase of non-food biomass →Industrial material Quantity Quality 9 constructs Improvement of photosynthesis Increased tuberous roots Early bulking Early flowering Stress tolerance 32
  • 33. What is Fructose 1,6-bisphosphate Aldolase (FBA)? ①Fructose 1,6-bisphosphate ⇄ Dihydroxyacetone phosphate +Glyceraldehyde 3- phosphate ②Sedoheptulose 1,7-bisphosphate ⇄ Dihydroxyacetone phosphate + erythrose 4-phosphate  Viewpoint ‐ Bypass of the pathway between Calvin Cycle and Sucrose transport. ‐ One of the key enzyme of photosynthesis ‐ AtFBA3 is localized in Plastid and Cytoplasm The Plant Journal(2010) 61,1067-1091 Mark Stitt et al. Arabidopsis and Primary photosynthetic metabolism – more than the icing on the cake. ① ② ① Reaction
  • 34. Aldolase is a candidate gene for improving the photosynthetic carbon fixation Photosynthesis Research 75: 1-10 2003 Christine A. Raines The Calvin cycle revisited Aldolase is candidate of engineering to improve photosynthetic carbon fixation.
  • 35. Aldolaseactivity(μunit/μg/min) AtFBA3-ox cassava plants has 2.0- 5.9-fold higher aldolase activities than WT. WT AtFBA3- ox C8 AtFBA3- ox E6 AtFBA3- ox E3 ×103Copynumber/ngtotalRNA Gene expression of AtFBA3 and Aldolase Activity in Leaves AtFBA3-ox cassava plants has higher gene expression than WT. Sample is grown in Green house (sun light, 28℃) and collected from 2nd to 4th leaves from top of the stem at 10:00-12:00 . Mean and error bar indicate the average value and standard deviation with each triplicate experiments using three biological replicates WT AtFBA3- ox C8 AtFBA3- ox E6 AtFBA3- ox E3 Gene expression Aldolase activity (Takei et al. in prep.)
  • 36. Red : p<0.05 Blue : p<0.1 by T-test The tuber yield of FBA OX lines is increased under 400 ppm CO2 condition. (Takei et al. in prep.)
  • 37. RR RIKEN CSRS has established integrated Omic Analysis Platform. Molecular Analysis to elucidate the mechanism is in progress. Metabolome Hormonome Transcriptome and Epigenome Agilent Microarray Scanner Ion Proton SOLiD5500
  • 38. 1. Development of an integrative, functional- genomics platform for cassava 2. Transcriptome Analysis (CAD etc.) 3. Heavy-Ion Beam Mutagenesis 4. Transformation 5. Integrated Omic Analysis (Transcriptome, Metabolome and Hormonome) during tuberous root development 6. Epigenetic Regulator (towards development of stress-tolerant cassava) Contents
  • 39. 39 Table 1. The sampling plan during developing stage. 4 weeks 6 weeks 8 weeks 10 weeks 12 weeks 1 2 3 1 2 3 1 2 3 1 2 3 1 2 3 Total Fibrous* Parenchyma ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ 15 Cortex Intermediate Parenchyma - - - - - - ○ ○ ○ ○ ○ ○ ○ ○ ○ 9 Cortex ○ ○ ○ ○ ○ ○ ○ ○ ○ 9 Storage Parenchyma - - - - - - ○ ○ ○ ○ ○ ○ ○ ○ ○ 9 Cortex ○ ○ ○ ○ ○ ○ ○ ○ ○ 9 Top of leaves ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ ○ 15 Total 66 : Metabolome, Transcriptome : Hormonome Fibrous root; Diameter <2mm Intermediate root;Diameter 2-5mm Storage root; Diameter > 5mm Cortex Parenchyma Integrated Omic Analysis (Transcriptome, Metabolome and Hormonome) during Tuberous Root Development (with Mahidol Univ.) (unpublished, Utsumi et al.) 39
  • 40. Starch content in root tuber samples Starch biosynthesis has started already in fibrous root from F8 and F12 Starchcontent (mg/mgF.W.) (Utsumi et al. in prep.)
  • 41. Unknown signal ABA ↑ GA − IAA − IAAsp − iP ↑ tZ ↑ cZ ↑ Sucrose↑ G6P↑ F6P↑ AMP− ABA ↓ GA ↑ IAA − IAAsp ↓ iP ↑ tZ ↑ cZ ↑ Sucrose↑ G6P↑ F6P↑ AMP↑ Sucrose↑ G6P↑ F6P↑ AMP− Parencyma(0.02%) (3-5%) (10-18%) 1. Post-embryonic development 2. Response to stimulus 3. Phosphorylation 4. Response to chemical stimulus 5. Reproductive process in a multicellular organism 1. Response to stimulus 2. Post-embryonic development 3. Glucan biosynthetic process 4. Cellular glucan metabolic process 5. Glucan metabolic process Metabolites Plant hormones Transcriptome Root state (Starch content) Fibrous StoragePre-storage Integrated Omic Analysis during Tuberous Root Development in Cassava (Utsumi et al. in prep.) Intermediate Stimulation to plant hormone and sugar Parencyma (8-15%) ABA↓ GA − IAA − IAAsp ↓ iP ↑ tZ ↑ cZ ↓ Cortex(5-9%) Cortex(5-9%) ABA ↓ GA − IAA − IAAsp ↓ iP ↑ tZ ↑ cZ ↓ Sucrose↑ G6P↑ F6P↑ AMP↑ Sucrose↑ G6P↑ F6P↑ AMP− (unpublished, Utsumi and Seki et al.) 41 1. Post-embryonic development 2. Photosynthesis 3. Cellular glucan metabolic process 4. Glucan metabolic process 5. Response to stimulus ABA ↓ GA ↑ IAA − IAAsp ↓ iP ↑ tZ ↑ cZ ↑ 1. Response to stimulus 2. Post-embryonic development 3. Glucan biosynthetic process 4. Cellular glucan metabolic process 5. Glucan metabolic process 1. Post-embryonic development 2. Photosynthesis 3. Cellular glucan metabolic process 4. Glucan metabolic process 5. Response to stimulus
  • 42. G1P L-kestose Sucrose F6P 2-1,3-aminopiperidin l-arginine l-ornitine A B C D F E G HI J K L G6P l-serine 4-aminobutyric acid beta-alanine Maltotriose UMP AMP l-aspartic acid l-glutamic acid Glycolic acid CMP trans-zeatin Heatmap of 154 metabolites increasing tuberization process Oxalic acid l-threonic acid l-cysteine Stigmasterol 5-aminolevulinic acid 3-ureidopropionic acid Threonic acid-1,4-lactone d-gluconic acid F8 I8_C I8_P M8_C M8_P F12 I12_C I12_P M12_C M12_P d-maltose Metabolisms involved in sugars and nucleotide increased in all tissues in comparison to fibrous roots at 4 weeks after cutting. (Utsumi et al. in prep.)
  • 43. 1. Development of an integrative, functional- genomics platform for cassava 2. Transcriptome Analysis (CAD etc.) 3. Heavy-Ion Beam Mutagenesis 4. Transformation 5. Integrated Omic Analysis (Transcriptome, Metabolome and Hormonome) during tuberous root development 6. Epigenetic Regulator (towards development of stress-tolerant cassava) Contents
  • 44. 44 Area with high-salinity stress-affected damage (Sparks 1995) High-salinity stress problems have been reported in North East of Thailand and Indonesia. Area with drought stress-affected damage (Tottori Univ., Arid Region Research Center) Areas with High-salinity or drought stress-affected damage occur in the world. Asia = 75.2 Mt/year Africa = 121.0 Mt/year South America = 31.7 Mt/year Indonesia = 23.9 Mt/year Thailand = 22 Mt/year China= 4.7 Mt/year Brazil = 24.5 Mt/year Colombia = 2.4 Mt/year Paraguay= 2.6 Mt/year Democratic Republic of Congo = 15.0 Mt/year Ghana = 13.5 Mt/year FAO STAT2010 (http://faostat.fao.org/) Vietnam = 8.5 Mt/year Nigeria = 37.5 Mt/year India = 10.0 Mt/year Cassava Production We need to develop the cassava plants tolerant to the abiotic stresses!
  • 45. 45 Salinity-accumulating Soil : 28,970 km2 Area with salt damage : 2,830 km2 鉱床岩塩 : 約 18 兆t 鉱床カリウム : 約 25 億t 岩塩層厚 : 約 100 m 〜 150 m 岩塩層深度 : 地下約 150 m 〜 300 m (参考) 地盤工学会「土と基礎」,2007.3 PIPATPONGSA THIRAPONG (東京工業大学助教授) 飯 塚 敦 (神戸大学教授) 河 井 克 之 (神戸大学助手) Area with high-salinity stress-affected damage in Thailand North-east of Thailand Nakhon Ratchasima Sakon nakhon Bangkok
  • 46. 46 (http://www.ne.jp/asahi/vietnam/agriculture/environment/region.htm#31) World Bank Report (Dasgupta et al. 2007):Vietnam is one of the countries that are affected most seriously by climate changes、海面が 1 m上昇すると、 人口のおよそ 10%が影響を 受けるとされている。ベトナ ムの天然資源環境省は、2009 年、「ベトナムにおける気 候変動と海面上昇に関するシナリオ」(Bo Tai Nguyen va Moi Truong 2009)を作成し、各省がこのシナリオにもと づき、堤防の建設など、具体的な対策を講じはじめてい る。2012 年に最新のシナリオが公表されたが、これによ ると、気候変動の影響を 3 段階に分け、影響力が「中」 であった場合、It is predicted that if the sea level will rise 1 m, Mekong Delta area will lose 39% of the Area and if the sea level will rise 2 m,more than 92% of the area will be lost (Nguoi Lao Dong 2012). Drought stress problem occurs. Areas with drought- and/or high-salinity stress- affected damage (might occur in the future) in Vietnam Similar situation occurs in India.
  • 47. Plant Cell Signal Perception and Signal Transduction ABA Stress ResponseSalt ABA independent Regulatory Protein Functional Protein Non-coding RNAs RNA regulation Epigenetic regulation and Tolerance Drought Cold Heat Drought Cold High Heatsalt Small peptides
  • 48. + + -- Repress Alteration of histone modifications Active-mark Repressive-mark HAT HDAC HMT H3K27m3 H3K9ac H3K4m3 HAT: Histone acetyl transferase HDAC: Histone deacetylase HMT: Histone methyl transferase Transcription Relaxing Packing HDM: Histone demethylase HDM HMT Histone modification enzymes Alteration of histone modifications is deeply and universally correlated with the gene regulations in eukaryotes.
  • 49. Acetylation HDAC deacetylation Ac AcAc AcAc Ac AcAc AcAc Ac Ac AcAc Ac Activation of the genes involved in environmental stress tolerance 遺伝子発現 OFF Gene Expression ON HDAC deacetylation HDAC inhibitor Histone Acetylation is involved in activation of gene expression.
  • 50. Ky-2 Ac Ac HDAC Ky-2, an HDAC inhibitor, enhances high-salinity stress tolerance in Arabidopsis. × SOS1 Transcription ON SOS1 Na+ Na+ SOS1 Na+ SOS1 SOS1Na+ Na+ Na+ Na+ Sako et al. (2016) Plant Cell Physiol.
  • 51. 4℃ 22℃ (16h-L/8h-D) 9 day after germination (DAG) 0 4 5 5 HDAC inhibitors enhancing high-salinity stress tolerance 0 10 20 30 40 50 60 70 80 90 100 DMSO JNJ MC1568 MS275 SAHA TSA Survival rate (%) (n=15, 3 biological replicates) LBH5891 2 3 4 5 Ueda et al. (in preparation)
  • 52. HDAC inhibitor 1- treated plants + NaCl HDAC inhibitor 1- treated plants + NaCl HDAC inhibitor 1-treated plants Control HDAC inhibitor 1-treated plants Control Shoot (mg)Shoot (mg) Root(mg) Root(mg) HDAC inhibitor 1 enhances high-salinity stress tolerance in cassava.
  • 53. Transcriptome analysis identified many candidate genes of HDAC inhibitor-mediated high-salinity stress tolerance Genes with higher expression in roots of HDAC Inhibitor 1- treated plants (not high-salinity stress-inducible) Genes with lower expression in roots of HDAC Inhibitor 1- treated plants (high-salinity stress-inducible) NoInhibitor(Control) NoInhibitor+2hNaCl NoInhibitor+24hNaCl 24hInhibitor 24hInhibitor+2hNaCl 24hInhibitor+24hNaCl
  • 54. RR RIKEN CSRS has established integrated Omic Analysis Platform. Molecular Analysis to elucidate the mechanism is in progress. Metabolome Hormonome Transcriptome and Epigenome Agilent Microarray Scanner Ion Proton SOLiD5500
  • 55. Japan Kyushu Univ. (PI: Dr. Takasu) RIKEN Tokyo Univ. Agr. Univ. Tokyo Nagoya Univ. Vietnam AGI Main Res. Inst. Sub Res. Inst. Tested Cassava Field Rayong Field Crop Res. Cent. Thailand Hung Loc Agr. Cent. Univ. of Battambang (UBB), Cambodia 55 JST-JICA SATREPS project (2016-2021) : Development and dissemination of sustainable production system based on invasive pest management of cassava in Vietnam, Cambodia and Thailand
  • 56. 5656 Ajinomoto Co. Useful biomass, such as amino acids Fertilizers, Nutrient materials Wastes (Rich in nutrients, such as nitrogen) ・Identification of useful genes. ・Development of useful cassava by transformation, chemicals and heavy ion beam irradiation.. Develop to field Use of stems for propagation Cassava starch Cassava pulp Cellulose Film Spray on the crops Harvest of tuber roots Foods Sweetener Industrial raw materials Materials for food processing Fermentation Decompose into glucose Environmentally friendly reutilization Green Innovation using Cassava ・Cooperation with Japanese Companies ・Sustainable Human Life through Stable Supply of Sugars with Low Price for Foods and Biomaterials
  • 57. Collaborators RIKEN CSRS Yoshinori Utsumi (SP06-22) Chikako Utsumi Yoshio Takei (S09-05) Vu The Ha Onsaya Patanun Minoru Ueda Kaori Sako Minoru Yoshida Hitoshi Sakakibara Kazuki Saito Atsushi Fukushima Miyako Kusano Akihiro Matsui Maho Tanaka Junko Ishida Jong-Myong Kim Tetsuya Sakurai Satoshi Iuchi Masatomo Kobayashi Ken Shirasu Kazuo Shinozaki Thailand, Mahidol University Jarunya Narangajavana Kanokporn Triwitayakorn Punchapat Sojikul Supajit Sraphet Sukhuman Whankew DOA Opas Boonseng Amonrat Kitjaideaw King Mongkut University of Technology at Thonburi Treenut Saithong Saowalak Kalapanulak Research Institute for Biological Sciences, Okayama (RIBS) Ken'ichi Ogawa Yoshihiro Narusaka Mari Narusaka CIAT Manabu Ishitani Joe Tohme Yokohama City University Hiroyuki Tsuji Nara Institute of Science and Technology (NAIST) Ko Shimamoto Masaaki Umeda RIKEN Nishina Center Tomoko Abe Tomonari Hirano Vietnam, AGI Ham Huy Le Dong Van Nguyen Vu Anh Nguyen
  • 58. Thank you for your attention 58