TITRE
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EXEMPLE
D’IMAGE
Caracterização molecular de determinantes
envolvidos na tolerância à seca
Pierre Marraccini
Researcher CIRAD-UMR AGAP
Embrapa Genetic Resources and Biotechnology
Brasilia – DF
Brazil
E mail 1 : marraccini@cirad.fr
Effects of drought in coffee plants
Drought is considered to be the major environmental stress
affecting coffee production (da Matta 2004)
Moderate drought
¾ fruits malformation (↑ defects, ↓ size) ¾ ↓ fruit (cup) quality
Strong drought
¾ leaf shedding
¾ plant death
Σ: loss of incomes for coffee producers
Coffee regions affected by drought: social, economical, environmental impacts...
How to reduce these negative effects?
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Analysis of C.canephora diversity for drought tolerance
It exists in C. canephora:
- drought-tolerant genotypes in Guinea and SG1 groups - drought-susceptible genotypes SG2 group
Guinéen
C
B
SG1
SG2
O
?
Guinéen
C
B
SG1
SG2
O
?
Berthaud, 1986, Montagnon et al, 1992, Dussert et al, 1999.
Guinea
Congo
SG1: region of Kouillou > “Conilon”
Region with short dry season Region without dry season
Understand the genetic determinism of this tolerance to use it
breeding programs to create new cultivars and varieties
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Biochemical / physiological targets ↔ genes
drought T associated with antioxidant enzymes (against oxydative stress)
¾ superoxide dismutase (SOD), catalase (CAT), ascorbate peroxidase (APX)
drought T: smaller stomatal conductance (g
s) > rapid stomatal closure
¾ involment of acid abscissic (ABA) regulation pathway drought T: maintenance of photosynthesis
¾ genes coding chlA/B binding-protein, PSII, OEC, PSI and Rubisco
drought T: osmotic adjustment (seems to be limited in coffee)
¾ genes coding sugar and derivative metabolites drought T: other mechanisms?
¾ other genes?
Estudos fisiológicos relacionados a tolerância a seca Fábio Murilo da Matta, UFV - Brazil
Molecular determinism of drought
Tin coffee?:
search of candidate genes (CGs)
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EXEMPLE
D’IMAGE
Molecular determinism of drought
Tin coffee?:
search of candidate genes (CGs)
Hypothesis: the drought T and drought S phenotypes come from
differential (quantitative) expression of some important candidate genes (CGs)
What plant material ?: drought T and drought S clones of C. canephora
“conilon”
What plant tissues ?: leaves (roots)
Question of research: identification of genes differentialy expressed
between drought T and drought S clones of C. canephora submitted to
controlled (greenhouse) water constraint (irrigated vs. non-irrigated) What methods to isolate CGs?: transcriptomic and proteomic analyses (electronic-northern, northern-blots, qRT-PCR, macroarray screeening, 2D-gel electrophoresis...)
What is supposed to occur?
High expression
“A very [simplified] point of view” is looking for:
¾
genes of “tolerance”: expression
drought
T> drought
S¾
genes of “sensibility”: expression
drought
S> drought
THypothesis: the drought T and drought S phenotypes come from
differential (quantitative) expression of some important candidate genes (CGs)
Dogma of molecular biology: Q protein = f (Q RNA)
Low expression
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replication (DNA-> DNA) se DNA transcription (DNA-> RNA) A Polymerase ~ R N A translation (RNA->Protein) RObosome Protein•
RNA ProteinClones of
C. canephora “conilon”
¾
selected by
Incaper
- drought
Tclones : 14, 73 and 120
- drought
Sclone : 22
¾
transferred at UFV and tested in greenhouse
+ irrigation (ΨPD = -0.2 MPa) = control
- irrigation (ΨPD = -3.0 MPa) = drought-stressed
¾
physiological analyses
¾
molecular analyses (leaves)
What plant material?
Drought
TControl
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8
Recursos Geneticos e Biotecn%gia
Physiological analyses
Comparison of clones of
C. canephora “conilon” drought
Tclone 14 vs. drought
Sclone 22
¾
RDPWP (rate of decrease of Ψ
PD): 22 > 14
¾
A (net CO
2assimilation): 14D > 22D
¾
stomatal conductance (g
S): 14C < 22C
Effects of the drought on leaf pre-dawn water potential (ΨPDin MPa), rate of decrease of ΨPD(RDPWP in MPa d-1m-2), net CO2
assimilation rate (A inμmol m-2.s-1), stomatal conductance (g
sinμmol m-2.s-1), internal to ambient CO2 concentration ratio (Ci/Ca),
maximum photochemical efficiency of PSII (Fv/Fm), quantum yield of PSII electron transport (ФPSII), photochemical (qP) and
Stern–Volmer non-photochemical (qN) quenching coefficients, and the fraction of PPF absorbed in PSII antennae and used neither
in photochemistry nor dissipated thermally (PE) of clones 14 and 22 of C. canephora
•
Parameters IDrought-tolerant clone (14) Drought-sensitive clone (22)
Control IDrought Control IDrought
'Ppd ~O.02±0.01A -3.02±0.12 a ~O.03±O.OO A -3.01 ±o.11 a
RDPWP 0.67±0.04G 1.01 ±o.04 a
A 9.40±0.34 A 2.62±0.27 a 9.35±0.17 A O.95±o.23 b
9s 60.00±5.00 B 13.00±3.50 a 105.00±9.50 A 5.00±3.00 a
C/Ca O.520±0.040 B 0.380±O.o40 b 0.670±0.040 A 0.520±o.040 a
FjFm O.840±O.o11 A 0.842±0.011 a 0.831 ±0.011 A o.800±o.011 b
Cl)PSII 0.455±0.049 AB 0.287±0.050 a,b 0.472±0.049 B o.210±0.050 b
qp 0.713±O.o51 A,B 0.495±O.o51 a,b O.697±0.051 B 0.362±0.051 b
q 0.665 ±O .056 A 0.717±O.o57 a O.642±0.056 A 0.543±0.057 a
What data?
Brazilian Coffee EST genome project (2002-2004)
University Campinas - SP UNICAMP - Lab. LGE
http://bioinfo04.ibi.unicamp.br/
free access
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CAFES DO BRASIL ConJordo BJoslleho de PesquilG
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CAFE Links About coffeeRecti/sosGen~rJcoseBiotecno(ogie
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CAFES DO BRASIL Team ServicesCDFFEE GENDME PRDJECT
oma
Cafe
Aj,mnQmbl (\( Environmmal GC'llomo
AEG
Leaf cDNA library (SH3) of drought-stressed C. canephora “conilon”
(clone 14 drought T) vs.
Leaf cDNA libraries (LV) of unstressed C. arabica var. catuaí (drought S)
SH3 LV
¾ Contig 18332: no hits found!
1
stmethod: CGs identified by
“Electronic northern”
el tl-a clustecs cada 6 79 "re 1:0 R 1 ~ao ao pr Q -b iorec Mostmr BlastHits
Moslt"ar Tradul'3o nos 6 Frames No HitsFOlUld! Niunero de Reads: 33 Lista de Read(s): CGGACGCGTCCGCC ACGCG1CCGCCCACGCGTCCGAAATC.kGTC TTCAA':'ACA:'AAA':'!'T:'CCT1 AGCAAAAATGGGTTCCAAGACAC TTCTT7TCTTTTTCAT:'TCCATGGC7GTAGTTCTAA':'GAT':'ACCT CA AGGTGGCTGC AA TCAGTTGACAAT'I'CC.ri.AGACAGT':G~ CAAATGAGGAAGG;'GAAGCCAAGTACCATGGAGGTGGCTri. GGAG GAGGCCACGGAGGA GCTACGGAGGAGGCCATGGAGGTGGCTACG GAGGAGGACATGGAGGGTACGGGGG7GGCGGCCATGGTGG7TATG G~CATGGCGGrGGCGGCCATGGTGG:TATGGACATGGTGG':l'ATG G~CATGG'!'GGrTA':GACACGGCGGACATGGCGGT C GCCATG GTGGACATCCTGG7GAGGCTGCAGA7GCTCAGCCTCAGAACTAAT C~GCCAGC':"TCT:"GC-:A'I'G'!'CATGATT.AATCATG.AATGC-:TAAA C;;'GGC7TAC7:"TA;.,7AGTATGTACT7TGTAATGTGA7CTc;.A,ATA AG'! C::GGA':'CAG': A::CAT TAAT;"T CAC':CCATGTAC':'TGCT GGCTA7CTAGTTCAATACAAGTATA7GAGTT':GTGA7TTTGTGTC ~ CAOO-XX-SH2-OO6-E 1O-EM CCOO-XX-SH3-004-B05-EMF CCOO-XX-SH3-OO8-H05-EM.F CCOO-XX-SH3-OO8-D02-EM.F CCOO-XX-SHJ-Q17-B02-EMF Contig18332 Sequencia: CCOO-XX-SHJ-QIO-GII-EM.F
Mostrar ResultadodaMontagem
CCOO-XX-SHHllO-C1O-EM.F
* -Read(s) )IIais Siguificativo(s)
.-Total de Bibliotecas: 2
YIeulI
Bibliotecas:
E."tpressaoRelatiytlem
Rcla~aoao total de Reads ciaBiblioreca
E....press..lo Relativi\ em Rcla~oaos clusters ma.is ex.pressos em cada biblioteca Coutrole dt" BUl5 Categorias do Uoigeoe Escolher Versao dos Clusters
Exponar para0QBOT
lmpenar doQBOT Interface \' eb do Blast Ltstar Bibliotecas Disponiveis Ltstar Resultado do Rearranjo ~OesPessoais TesteExaIOde Fisher
SH2 (1/4876) H3 (32/5579) r
¾ Contig 00355: galactinol synthase Ajuga reptans ¾ Contig 00367: cystein proteinase inhibitor
¾ Contig 05906: cystein proteinase inhibitor
¾ Contig 09158: Acyl-CoA-binding protein Panax ginseng ¾ Contig 12922: no hits
¾ Contig 13476: metallothionein-like protein Citrus unshiu
¾ Contig 15415: mannose 6-phosphate reductase Arabidopsis thaliana ¾ Contig 18230: chlorophyll a/b binding protein Lycopersicon esculentum ¾ Contig 18232: chlorophyll a/b binding protein Arachis hypogaea
¾ Contig 18240: no hits (CcUNK10)
¾ Contig 18244: rubisco small subunit Coffea arabica ¾ Contig 18297: catalase Gossypium hirsutum
¾ Contig 18360: no hit (EST leaves infected by Hemilia vastatrix)
¾ Contig 18378: mannose 6-phosphate reductase (NADPH-dependent) ¾ Contig 18430: no hits
¾ Contig 18470: cystein proteinase inhibitor
¾ Contig 18387: “abscisic stress ripening protein” ¾ Contig 18332: no hits
¾ Contig 00355: galactinol synthase Ajuga reptans ¾ Contig 00367: cystein proteinase inhibitor
¾ Contig 05906: cystein proteinase inhibitor
¾ Contig 09158: Acyl-CoA-binding protein Panax ginseng ¾ Contig 12922: no hits
¾ Contig 13476: metallothionein-like protein Citrus unshiu
¾ Contig 15415: mannose 6-phosphate reductase Arabidopsis thaliana
¾ Contig 18230: chlorophyll a/b binding protein Lycopersicon esculentum
¾ Contig 18232: chlorophyll a/b binding protein Arachis hypogaea
¾ Contig 18240: no hits (CcUNK10)
¾ Contig 18244: rubisco small subunit Coffea arabica
¾ Contig 18297: catalase Gossypium hirsutum
¾ Contig 18360: no hit (EST leaves infected by Hemilia vastatrix)
¾ Contig 18378: mannose 6-phosphate reductase (NADPH-dependent) ¾ Contig 18430: no hits
¾ Contig 18470: cystein proteinase inhibitor
¾ Contig 18387: “abscisic stress ripening protein” ¾ Contig 18332: no hits
2
ndmethod: CGs identified by macroarray screenings
Membranes were hybridized with cDNA probes representing RNA extracted from leaves of C. canephora clones 22 and 14 grown with (I) or without (NI) irrigation. .
Analysis of genes differentially expressed in leaves of C. canephora
“conilon” clones 14 (drought
T) and 22 (drought
S)
tumour necrosis factor receptor (TNFR)-associated factor
prephenate dehydrogenase no hits
dehydrin
enhanced disease resistance heat shock protein
mannose 6-phosphate reductase ubiquitine: constitutive expression
Putative protein functions 14NI 22I 22NI
~
:J
Gene 14I CcTRAFl CcPDHl CcUNKB CcDH3 CcEDRl CcHSPl CcMPRl CcUBQ103
rdmethod: CGs identified by 2D-gel electrophoresis
Analysis of proteins differentially expressed in leaves of C.canephora
“conilon” clones 14 (drought
T) and 22 (drought
S)
CcCA1: carbonic anhydrase Putative protein functions
CcCA1 0.6 D ,41 14NI 0.5 D 221
0
>'#- 22NI-
eo 0.4 g ~ "U 0.3 c: :~ . 0 ~ .~ 0.2 !!: e0
0
a.. 0.11 0 'Cc-CA13
rdmethod: CGs identified by 2D-gel electrophoresis
Analysis of proteins differentially expressed in leaves of C.canephora
“conilon” clones 14 (drought
T) and 22 (drought
S)
CcCA1: carbonic anhydrase CcPP2C: type-2C protein phosphatase
CcPSBO: PSII O2 evolving complex CcPSBP: PSII O2 evolving complex CcPSBQ: PSII O2 evolving complex CcHSP1: heat-shock protein
Putative protein functions
Σ all the methods: > 40 candidate genes (CGs) presenting differential expression profiles during drought were identified
Some examples are presented…
A Cc:CA1 0.6 D 141 14NI 0.5 D 221
®
0
>'::;!! 22NI e.... 0.4..
g c.s " 0 0.3 c ;:) .0-('IS .~ 0.2 ~ e0
0
a... 0.1 0 'CcCA11Effects of drought on coffee gene coding for proteins
involved in the mechanisms of cell protection (1)
Relative expression 14I 14NI 0 5 10 15 20 22I 22NI CcHSP1 ab c b c 14I 14NI 0 5 10 15 20 22I 22NI CcDH3 a b a b
14I 14NI 22I 22NI
0 4 6 8 2 10 a c b c CcGPP1
Glycin-rich proteins (CcGRP1): cell wall, reinforcement, and repair
Heat-shock proteins (CcHSP1): maintenance protein folding
Dehydrins (CcDH3): preventing the denaturation of macromolecules
¾ proteins preventing cellular damages
Expression increases with drought
No differences of expression profiles between the clones 14 and 22
Effects of drought on coffee gene coding for proteins
involved in the mechanisms of cell protection (2)
Catalase (CcCAT1, CcCAT2)
Ascorbate peroxidase (CcAPX1, CcAPX2)
¾ proteins reducing oxidative burst caused by drought
Within a gene family, expression profiles differed between genes ¾ need to analyse expression of each paralogous (allele) genes Higher expression of CcCAT2 in 14 vs. 22
¾ slight differences of gene expression between the clones 14 and 22 regarding drought stress
¾ Q: relation with drought T vs. drought S?
Relative expression 0.5 1.0 1.5 2.0
14I 14NI 22I 22NI
0 CcCAT1 b a b a 14I 14NI 0 0.5 1.0 1.5 2.0 22NI CcAPX2 22I b a c a
14I 14NI 22I 22NI
0 CcCAT2 3 1 2 a c a b 0 5 10 15 20 CcAPX1
14I 14NI 22I 22NI
a b
a b
catalase ascorbate peroxidase
• I
1---
Effects of drought on coffee gene coding for proteins
involved in the mechanisms of cell protection (3)
Mannose-6 P reductase (CcMPR1)
Aldose-phosphate reductase (CcAPR1)
¾ synthesis of sugars (and derivatives) = osmoprotectors?
Relative expression 0 10 20 40 50 CcAPR1
14I 14NI 22I 22NI
30 b d a c 14I 14NI 0 5 10 22I 22NI a b a c 15 CcMPR1
Higher expression of CcAPR1 in 14 vs. 22
¾ Important differences of gene expression between the clones 14 and 22
regarding drought stress
¾ Q: relation with drought T vs. drought S?
¾ Need to performed in depth analyses of sugar metabolism (i.e. mannitol
and alcohol sugars)
Ex: effects of drought of PSII components
Analysis of OEC proteins in leaves of C. canephora “conilon” clones
14 (drought
T) and 22 (drought
S)
Relative expression 14I 14NI 0 1.0 2.0 3.0 22I 22NI CcPSBO bc a bcd b 14I 14NI 0 1.0 2.0 3.0 22I 22NI CcPSBP c a d b 14I 14NI 0 1.0 2.0 3.0 4.0 22NI CcPSBQ 22I bc a abc b
Drought:
¾
↓ CcPSBO, CcPSBP and CcPSBQ gene expression
¾
“common responses” for these genes between drought
Tand
Effects of drought on coffee gene coding for
photosynthesis components
Adapted from Allen et al. (2011) Trends Plant Sci.
Drought leads a reduced gene expression of rbcs1, psbO, psbP, psbQ,
and CA chlA/B CO2 HCO3- CO 2 Stomatal conductance
This is in accordance with the decrease of A (net CO2 assimilation)
observed with drought for the clones 14 and 22 de C. canephora no major differences between clones except...
Il:mbryophyte leukaryote)Arabidopsis thaliana
ElElElEl ( B tCP47) PS11 fPSb} IDlmer)
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PS 11 (p.sa) IMono r)Effects of drought on coffee gene coding for
photosynthesis components
Adapted from Allen et al. (2011) Trends Plant Sci.
Higher levels of carbonic anhydrase (CA) in leaves of clone 14 vs. clone 22
Litterature: high CA activity involved in the maintenance of photosynthesis under drought
Q: relation between higher CA and higher A under drought in clone 14 than 22
under drought? ¾ Measurements of CA activity CO2 HCO3- CO 2 Stomatal conductance carbonic anhydrase (CA)
Abscisic acid (ABA)
I.. L S s NIADIFl'H
(
~~\
L S ~..,...-Ru'sce I I 0.6 D 141 14N 0.5 D 221 > 22N ~ r=r=r=r=J :5!... 0.4 (iD g~
L ('U it: - 0 c: 0.3~
~ H~ ..0 ml
re::: 0.2 'Q)e
0.. 0.1 0 'CcCA1EXEMPLE
D’IMAGE
The ABA signaling network…
Hauser et al. (2011) Curr. Biol.
TranscriptIon factors llnd protoJn mOdifIcatIon
AtSIN3 CAMTA AiBCG25,40
ABAE
ABA met.abollsm and transport
AOa .iIt'" .. AtBG1
\
ABA ABA3 __ . :1 AA03 ,,' ..'""''''" .-- ~.... ...-ABA1 ---t>NeED ---io-ABA2
f ~
.
.
MYBIJ...
:1::
1 -<~-:.--"-'---
---:.,.
-....
' .... ----' ABI5 SIZ - - - A ..~/
..// \ .. I : '. ,- : ., AFP1 . , " . . . . ABI3 _ _~_ IIW5 .' ATHB5 WRKY2 T A1P2 MV84 ATM:YB2. ATHB6 ATMYC2Regulation of ABA network…
Three-components system of regulation:
¾ ABA receptors (PIR/PYL/RCAR)
¾ PP2Cs (protein phosphatase s2C) = negative regulators
¾ SnRK2s (SNF1-related protein kinases ) = positive regulators
= no stress = stress
P P
The genes involved in the reduction of drought effects ARE
NOT expressed
Expression of genes involved to
reduce drought effects
adapted from Cutler et al. (2010) Ann Rev Plant Biol
ABA No.ABA
a
Regulation of ABA network…
Three-components system of regulation:
¾ ABA receptors (PIR/PYL/RCAR)
¾ PP2Cs (protein phosphatase s2C) = negative regulators
¾ SnRK2s (SNF1-related protein kinases ) = positive regulators
= no stress = stress
P P
The genes involved in the reduction of drought effects ARE
NOT expressed
Expression of genes involved to
reduce drought effects
adapted from Cutler et al. (2010) Ann Rev Plant Biol
ABA No.ABA
a
What about PP2C in our coffee model?
Relative
expression
¾ Q: The differences observed between the clones 14 and 22 for the
CcPP2C protein contents could explain the phenotypical differences regarding to drought stress?
14I 14NI 0 1.0 2.0 3.0 22I 22NI CcPP2C c a d b
CcPP2C: type-2C protein phosphatase CcPP2C protein level:
- clone 14 < clone 22
- “less ABA inhibitor” in 14 vs. 22
Gene expression:
- expression CcPP2C: 14 < 22
- decreased under drought
¾ “less ABA inhibitor” : easier to activate the ABA pathway under drought
in the clone 14 vs. clone 22
CcPP2C 0.6
•
•
D 141 • 14NI0
0
0.5 D 221 ;;:- 1- "I • 22NI ~ .!1,... 0.4 ~ g «l u 0.3 c ~ .0 «l0
c 0.20
'q; e a. 0.1 ol...- .... CcPP2CEXEMPLE
D’IMAGE
Shinozaki et Yamaguchi-Shinozaki 2007 J. Exp. Bot. 58: 221-227
Transduction pathway of drought (abiotic stress) signal
Is the transduction pathway of drought signal altered in drought
Tvs. drought
Sclones of C. canephora “conilon” ?
'Ge' e Produ.cts InvoJved· IStress Response and Tolelra ce
DREB11JCBF (AP2!ERF) DREB2 (AP2IERF)
\
1
,ER01 NAC AREB/ABF HD-ZI (Ib P) ,ABRE (ACGTGGC), RD29S~FlDZOAD ou ht, HOg sal"nity Colld
~ ~
Signal Perception
/ AaA independent pathwa¥S
L
J
!
!
NAC (RD'26)~
MYB2, MYC2 (MY!, YC)!
MYBRS, YCR (YAACR" CAI NTG), RD22 Gly B'o ic slress and wound1 ng gene f nctio' Cis~ctil 9 e emenls gene expession 'transcription factos Si:gnal transductio•
Expression profiles of CcDREB2 gene
CcDREB2 expression clone 14 > clone 22
expression of CcDREB2 gene very low and poorly induced by drought in the drought S vs. drought T
clones 14I 14NI 0 3 6 9 12 22I 22NI CcDREB2 abc d a bc ±
Sequencing of DREB2 promoter regions from the clones 14 and 22
great sequence differences observed in the DREB2 promoter regions of clones 14 and 22
Q: sequences differences related with the variation of gene expression observed for the DREB2 gene between clone 14 and 22?
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3S0 370 160 350 140 no 320 - -GCAACC'GCTGGl'AAAAAGCCATAAGAATCA'ITAGCJlGTJlGTJlCTATAAAGAGAACAACTTGC'ITCTG- ---T -GCAACC'GCTGGl'll.AA.AASCCATAAGAATCATIAGTCGTA"GTACTATAAAGAGAACAACT"I'GCTTCTG- - - --CC'GCTGGl'AAAAAGCCATAAGAATCA'ITAGCAGTAGTJlCTATAAAGAGAACAACTTGC'ITCTG- - - -T -GCAACC'GCTGGl'MAAAGCCATAATAATCATl'AGTAGTAGTACTATAAAGAGAACAACTTGCTTc.-rG- - - -T - -GCAACC'GCTGGl'AAAAlWCCATAAGAATCATTAGYAGTAGTACTATAAAGAGAACAACTTGCTTc.-TG- - - - T no - -GCAACC'GCTGGl'AAAAAGCCATAAGAATCA'ITAGTAGTAGTJlCTATAAAGAGAACAACTTGC'ITCTG- - --T - -GCAACC'GCTGGl'.AAAAAECCATAAGAATCATI'AGCAGTA:GTAcrATAAAGAGAACAACTTGCTTCTG- ---T GCAACC'GCTGGl'.AAAA.AGCCl\TAAGA.ATCATI'.AGT~TlL:GTACTATAAAGAGAACAACTTGCTTC'TG CC'GATGGT.AAA.AA9CCATAAGA.ATCATl'AGTAGTAGTA.cTATAAAGAGAACAACT'I'GCTTCTG- TT - - - CAACC'GCTGGl'.AAA.AASCCATAAGA.ATCAITAGTAGTGGTACTATAAAGAGAACAACTTGG'M'CTG-TI'TT - - -GCAACC'GCTGGl'AAGAAGCCATAAGAATCA'ITAGTAGTAGTJlCTATAAAGAGAACAACTTGC'ITCTG- - - - T - - - CAACC'GCTGGl'MAAAGCCATAAGAATCATl'AGTAGTGGTACTATAAAGAGAACAACTTGGTTC'TGTI'TTT 30 2S0 270 260•
C!one14 SlS2 R D06 021.abl(6S>5SB) ~ TrCGTAATCAATTA cc---
---CLONll22 Si R F07 OlO.abl (10,540) • • • •+-... ..
CCACC---clone22 SlS2 !? FOJ 02J.ab1(102,716) -+ =TJlATCAATTA
C---clone22 SlS2 R COJ 030 .ab1 (59,617) -+ =TJlATCAATTA CCAA
Clone22 SlS2 R COB 030_abl(60,,487) ...-.. TTCGTAATCAATTA
C---Clone22 SlS2 R POB 027 .abl (60,,69:0) ~ TTCGTAATCAATTA CC-AA
=TAATCAATTA
CC---CLONllH Si R D06 C09.abl (59,492) • • • •+-... ..
CCACC---CLONIlH Si R H06 !?OJ.abl (2,,503) • • • •+-... .. CCACC---CloneH SlS2 !? C06 022.abl(100,n6) -+
=TJlATCAATTA.~Eiffi~~jCC---Clone14 SlS2 po H06 017.abl(lOl"SJO) ~ 'I'TCGTAATCAATTA CC---Clone14 SlS2 R A06 024 .abl(122)~a9) ~ Tl'CGTAATCAATTA CC- - -- -
Other (“no-hit”) genes are also very interesting to study…
Relative expression 14I 14NI 0 50 100 150 200 22I 22NI a b c d14I 14NI 22I 22NI
CcUNK10
14NI 22I 22NI
b c d 14I 0 20 30 40 10 50 a CcUNK1
Genes coding putative protein with “unknown (UNK)” function Examples of CcUNK1 and CcUNK10
¾ highly induced by drought
¾ expression clone 22 > clone 14
In “a very [simplified] point of view”:
¾ genes CcUNK1 and CcUNK10 = gene of “sensibility” to drought? ¾ molecular marker of drought S?
Leaf transcriptomic
Meristem transcriptomic
Roots transcriptomic
454 sequencing
454 sequencing
e.g: roots 14 (I / NI) and 22 (I / NI)
Coffee WGS Sequencing DNAg 14 and 22
On going work ….and perspectives
Model plant: different clones of C. canephora in greenhouse
Analysis of C. canephora and C. arabica in the field
Embrapa Cerrados experimental fields Planaltina -DF
~ ~ ..
EXEMPLE
D’IMAGE
Genetic determinism of coffee drought tolerance
Necessity to integrate all the studies
¾ molecular analyses ¾ physiological analyses ¾ biochemical analyses
¾ proteomic
¾ metabolomic (e.g MS)
The “Omics” cascade (Dettmers et al, 2007)
e "0 le' C. s'ca e,
I
,ha can happen
What' Jr ar' to be happening Wha m kesit happen Wi· th - -. "pp .ned and I htJPpenlng 1...- _
Genetic determinism of coffee drought tolerance
Necessity to integrate all the studies
¾ molecular analyses ¾ physiological analyses ¾ biochemical analyses
¾ proteomic
¾ metabolomic (e.g MS)
Necessity to analyse the coffee genetic diversity
¾ Coffee populations/genotypes in the field ¾ Genetic analyses
Necessity to analyse the genomes (WGS)
¾ Identification of new molecular markers (e.g. SNP)