bars with different colors are different at the tukey’s hsd test (p=0.05) avena genetic resources...
TRANSCRIPT
Avena genetic resources for quality
in human consumption (AVEQ)
WP5,Fusarium and Mycotoxins analysis.
1. Samples from artificial inoculation of Fusarium spp. in field tests of Germany,
Czech Republic and Romania.
2. Natural infection in Northern Italy field test.
3. ELISA test for DON and T-2 detection
4. qPCR analysis on a subset of samples to quantify Fusarium
CRA-GPG (ex Experimental Institute for Cereal Research), Fiorenzuola d’Arda,
Italy
Valeria Terzi, Caterina Morcia
ELISA test for mycotoxin detection
127 samples from Fusarium Screening 2008 in Gross Lusewitz
ELISA tests for DON on these 127 samples are ongoing
ELISA tests for T2 on these 127 samples?
Starting from the results obtained we can select a set of genotypes grown in Northern Italy,
under natural infection, and evaluate them for DON
TOX>255
20<TOX254
15<TOX203
10<TOX152
TOX101
AnnoClasse
TOX>255
20<TOX254
15<TOX203
10<TOX152
TOX101
AnnoClasse
SpecieClasse
Grano duro3
Grano tenero2
Orzo1
SpecieClasse
Grano duro3
Grano tenero2
Orzo1
Varietà
San Carlo Blasco - SagittarioExpress4
Creso - Duilio - Simeto
Amarok - Centauro - Eureka -Guadalupe - Serio - Soissons
Federal3
OrobelBilancia - Isengrain - Mieti - Mol
- VaioletAmillis -Mattina
2
Colosseo -Neodur
Bolero - Bologna - Enesco -Nobel - Paderno - Pandas
Baraka1
Grano duroGrano teneroOrzoClasse
Varietà
San Carlo Blasco - SagittarioExpress4
Creso - Duilio - Simeto
Amarok - Centauro - Eureka -Guadalupe - Serio - Soissons
Federal3
OrobelBilancia - Isengrain - Mieti - Mol
- VaioletAmillis -Mattina
2
Colosseo -Neodur
Bolero - Bologna - Enesco -Nobel - Paderno - Pandas
Baraka1
Grano duroGrano teneroOrzoClasse
Cereali3
Rinnovo – Prato - Altro2
Ortaggi1
PrecessioneClasse
Cereali3
Rinnovo – Prato - Altro2
Ortaggi1
PrecessioneClasse
Semina su sodo –minimum tillage
3
Lavorazione senza rivoltamento della zolla
2
Aratura - Scasso1
Tipo di lavorazione del suoloClasse
Semina su sodo –minimum tillage
3
Lavorazione senza rivoltamento della zolla
2
Aratura - Scasso1
Tipo di lavorazione del suoloClasse6Lavorazione
5Precessione
4Varietà
3Specie
2Zona
1Andamento stagionale
54321
Classi (colonne)Variabile (righe)
6Lavorazione
5Precessione
4Varietà
3Specie
2Zona
1Andamento stagionale
54321
Classi (colonne)Variabile (righe)
Rete agrometeo
Modello FHB-risk
Indice TOX
TOX>255
20<TOX254
15<TOX203
10<TOX152
TOX101
AnnoClasse
TOX>255
20<TOX254
15<TOX203
10<TOX152
TOX101
AnnoClasse
SpecieClasse
Grano duro3
Grano tenero2
Orzo1
SpecieClasse
Grano duro3
Grano tenero2
Orzo1
Varietà
San Carlo Blasco - SagittarioExpress4
Creso - Duilio - Simeto
Amarok - Centauro - Eureka -Guadalupe - Serio - Soissons
Federal3
OrobelBilancia - Isengrain - Mieti - Mol
- VaioletAmillis -Mattina
2
Colosseo -Neodur
Bolero - Bologna - Enesco -Nobel - Paderno - Pandas
Baraka1
Grano duroGrano teneroOrzoClasse
Varietà
San Carlo Blasco - SagittarioExpress4
Creso - Duilio - Simeto
Amarok - Centauro - Eureka -Guadalupe - Serio - Soissons
Federal3
OrobelBilancia - Isengrain - Mieti - Mol
- VaioletAmillis -Mattina
2
Colosseo -Neodur
Bolero - Bologna - Enesco -Nobel - Paderno - Pandas
Baraka1
Grano duroGrano teneroOrzoClasse
Cereali3
Rinnovo – Prato - Altro2
Ortaggi1
PrecessioneClasse
Cereali3
Rinnovo – Prato - Altro2
Ortaggi1
PrecessioneClasse
Semina su sodo –minimum tillage
3
Lavorazione senza rivoltamento della zolla
2
Aratura - Scasso1
Tipo di lavorazione del suoloClasse
Semina su sodo –minimum tillage
3
Lavorazione senza rivoltamento della zolla
2
Aratura - Scasso1
Tipo di lavorazione del suoloClasse6Lavorazione
5Precessione
4Varietà
3Specie
2Zona
1Andamento stagionale
54321
Classi (colonne)Variabile (righe)
6Lavorazione
5Precessione
4Varietà
3Specie
2Zona
1Andamento stagionale
54321
Classi (colonne)Variabile (righe)
Rete agrometeo
Modello FHB-risk
Indice TOX
Rete agrometeo
Modello FHB-riskModello FHB-risk
Indice TOX
Barley
Fiorenzuola Tolentino
Triticale
DON survey in other cereals, 2008
Specie fungina
Sequenza 5’-3’ Riferimento bibliografico
F.culmorum Primer Forward TCACCCAAGACGGGAATGAPrimer Reverse GAACGCTGCCCTCAAGCTTprobe CACTTGGATATATTTCC
Waalwijk C, van der Heide R, de Vries I, van der Lee T, Schoen C, Costel-de Corainville G, Hausen-Hahn I, Kastelein P, Kohl J, Lonnet P, Demarquet T, Kema GHJ (2004) Eur J Plant Pathol 110: 481-494
F.graminearum Primer Forward GGCGCTTCTCGTGAACACAPrimer ReverseGGCTAAACAGCACGAATGCprobe AGATATGTCTCTTCAAGTCT
Waalwijk C, van der Heide R, de Vries I, van der Lee T, Schoen C, Costel-de Corainville G, Hausen-Hahn I, Kastelein P, Kohl J, Lonnet P, Demarquet T, Kema GHJ (2004) Eur J Plant Pathol 110: 481-494
F.culmorum Primer Forward ATGGTGAACTCGTCGTGGCPrimer Reverse CCCTTCTTACGCCAATCTTCG
Nicholson P, Simpson DR, Weston G, Rezanoor HN, Lees AK, Parry DW, Joyce D (1998) Physiol Mol Plant Pathol 53: 17-37
Demeke T, Clear RM, Patrick SK, Gaba D (2005) Int J Food Microbiol 103: 271-284
F.graminearum Primer Forward CTCCGGATATGTTGCGTCAAPrimer Reverse GGTAGGTATCCGACATGGCAA
Nicholson P, Simpson DR, Weston G, Rezanoor HN, Lees AK, Parry DW, Joyce D (1998) Physiol Mol Plant Pathol 53: 17-37
Brandffass C, Karlovsky (2006) BMC Microbiology 6:4 doi:10.1186/1471-2180/6/4Demeke T, Clear RM, Patrick SK, Gaba D (2005) Int J Food Microbiol 103: 271-284
F.graminearum Primer Forward GGTCTCGACAGCAATGGTGTTPrimer Reverse GCTTGTGTTTTTCGTGGCAGTprobe ACAACGGCACCTCTGAGCTCCAGC
Reischer GH, Lemmens M, Farnleitner A, Adler A, Mach RL (2004), 59(1): 141-146
F.culmorum Primer Forward GATGCCAGACCAAGACGAAGPrimer Reverse GATGCCAGACGCACTAAGAT
Schilling AG, Moller EM, Geiger HH (1996) Phytopathol 86:515-522Brandffass C, Karlovsky (2006) BMC Microbiology 6:4 doi:10.1186/1471-2180/6/4
F.culmorumF.graminearum
Primer Forward CAAAAGCTTCCCGAGTGTGTCPrimer Reverse GGCGAAGGTTCAAGGATGAC
Leisova L, Kucera L, Chrpova J, Sykorova S, Sıp V, Ovesna J (2006) J Phytopathol 154: 603–611
F.culmorum Primer Forward TTCACTAGATCGTCCGGCAGPrimer Reverse GAGCCCTCCAAGCGAGAAGprobe AAAGAAGTTGCAATGTTAGTG
Leisova L, Kucera L, Chrpova J, Sykorova S, Sıp V, Ovesna J (2006) J Phytopathol 154: 603–611
F.culmorum Primer Forward GTACCAGAGCAC GGC GTTGPrimer Reverse TCGCTCTCGATCAAAAGAAGGprobe ACAAGTCCCCTCGACGTG
Leisova L, Kucera L, Chrpova J, Sykorova S, Sıp V, Ovesna J (2006) J Phytopathol 154: 603–611
F.graminearum Primer Forward AGGGACAATAAGTGCAGAPrimer Reverse ACTGTGCACTGTCGCAAGTG
Niessen L, Vogel RF (1997) Syst Appl Microbiol 20: 111-123
Fusarium spp. Primer Forward GCTGCTCATCACTTTGCTCAGPrimer Reverse CTGATCTGGTCACGCTCATC
Niessen L, Vogel RF (1997) Syst Appl Microbiol 21: 618-631 Schnerr H, Niessen L, Vogel R F (2001) Int Jf Food Microbiol 71:53–61
Fusarium spp. Primer Forward TGATTTACATGGAGGCCGAATCTCAPrimer Reverse TTCGAATGTTGGTGATTCATAGTCGTTprobe TTGCCCCTCTTTGATCGAGTTGCGTCTCCC
Bluhm BH, Cousin MA, Woloshuk (2004) J Food Protect 67(3): 536-543
Kimura et al, 2007
tacttcgtcg acatggggga gtaaccgccg tttcccgccc cttgttaagc taagcgtttt 2581 taatatggaa aacggagttc atctacagta gagtcgacaa gatctgcaat ctatcagtgc 2641 ttaaatgcag ttccagctac gcgactttca ggcaccggca atggagatct tggctcagat
2701 tctagtctaa ctaacacata ggaaaggggt tgtagatcgt acagctaaat tcagagcctc 2761 ctgctaaacc taaaagggct aagttgccca aactttattc aacgcagttg cagtgcattc
2821 gggagccaac tccgcgggat atatgtgatg gccggcagtt tcgtagtgct gatcataaaa 2881 gtggtcatat ttaaggcctg tcgcccaggt agacttttgc cagggcacaa tataacaccg 2941 cggctaccta ggtaagtgag gctttcttct gtgttgatag acggtcgttt cactagtcca
3001 aacacagacc acggacaatg accgaactca atatcccgat ccaaggattg atccctagat 3061 ttaggcctac
F. graminearum: MPVP74, ITEM2, ITEM124 , ITEM126,
ITEM646, ITEM2724, ITEM4576, ITEM6350, ITEM6403,ITEM6477 ,
ITEM6484, ITEM6613
F. culmorum: MPVP69, MPVP70, MPVP71, ITEM 2, ITEM 3,
ITEM 5, ITEM 6, ITEM7, ITEM8, ITEM 9, ITEM 11, ITEM12, ITEM 13, ITEM 15, ITEM 16, ITEM 17, ITEM 18, ITEM 19,ITEM 21, ITEM 22,
ITEM 23, ITEM 24, ITEM 25, ITEM 32
F. poae: MPVP90F. avenaceum: MPVP66
F. verticilloides: MPVP228Microchodium nivale: MPVP77
0
1
2
3
4
5
6
59 61 65 71 75 85
Growth stages (BBCH)
DN
A (
ln p
g)
F 2F 1
0
0.5
1
1.5
2
2.5
3
3.5
4
0 2 4 6 8 10
DNA (ln pg)
DO
N (
ln p
pm
)
F. culmorum
F. graminearum
3 bread wheat cv3 durum wheat cv2 yearsInoculation with F. graminearum (2 strains)
Inoculation with F. culmorum (3 strains) 6 developmental stages
anno di coltivazione (21%)
specie di Fusarium (6%)
stadio di crescita del frumento (32%)
varietà di frumento (4%)
anno x stadio di crescita (5%)
anno x varietà (8%)
specie di Fusarium x stadio di crescita
(4%)
varianza residua (20%)
Parametri di regressione 1 Campioni
N di casi
Coefficiente di
correlazione a b P2 R2
adj3
Totale dei campioni
44 0.93 458.3 10.11 < 0.001 0.86
con DON 500 μg/kg
28 0.91 997.7 9.77 < 0.001 0.83
Granella 11 0.97 -120.0 11.11 < 0.001 0.92
Farina integrale
11 0.89 -47.9 7.99 < 0.001 0.77
Farina 11 0.99 -49.6 12.60 < 0.001 0.98
Pane 11 0.87 -266.1 91.27 0.001 0.72
Cultivar Località Contenuto in DON (μg/kg)
A 30.217 B 29.630 C 15.685 D 2.288 E 247
Guadalupe
F 11 G 3.559 H 14.495 I 2.173 L 285
Serio
M 140
0 20 40 60 80 100
bread
flour
wholemeal
grainsqPCR based Fusarium
traceability in raw materials
and food.
Fusarium traceability for early diagnosis
Fun
gus
Hou
rs
Bila
ncia
Sag
ittar
io
Dui
lio
S.C
arlo
06
121824487214421628806
1218244872144216288
F.
culm
orum
F.
gram
inea
rum
2 bread wheat cv2 durum wheat cvIn potsInoculation with F. graminearum Inoculation with F. culmorumFlowering stage (65 BBCH)Samples from 6hours from inoculation to 12 days
Avena genetic resources for quality in human consumption (AVEQ)
qPCR based Fusarium traceability
1.We have checked our qPCR assay on strains fromCzech Republic and Germany. It works for F.culmorum and graminearum.
2.Preliminary qPCR analysis was done on a set of oat samples from Czech Republic.
Avena genetic resources for quality in human consumption (AVEQ)
qPCR based Fusarium traceability
1.2. We’ll apply the assay to 11 standard cv, inoculated and non
inoculated
3. PCR results will be gathered with ELISA results
4. Starting from the results, it will be evaluated to expand the PCR assays.
Standards, PCR identification, Kromeriz (Czech Rep.), harvest 2008
InoculatedSaul 419 Saul 09-1082Saul 446 Saul 09-1083CPVO19960125 380 Belinda 09-1087CPVO19960125 424 Belinda 09-10888 376 Argentina 09-10928 382 Argentina 09-1093CPVO19981528 366 Evora 09-1097CPVO19981528 408 Evora 09-1098ROM007-16701 199 Mures 09-1102ROM007-16701 392 Mures 09-110300004 378 Jaak 09-110700004 384 Jaak 09-110830040 187 Auteuil 09-111230040 303 Auteuil 09-1113700 349 Genziana 09-1117700 354 Genziana 09-1118Krezus 174 Krezus 09-1122Krezus 356 Krezus 09-1123A7BM0001 351 Mina 09-1127A7BM0001 454 Mina 09-1128CPVO20040091 391 Ivory 09-1132CPVO20040091 444 Ivory 09-1133spring wheat 379 Aranka 09-1137spring wheat 407 Aranka 09-1138Non-inoculated00004 950 Jaak 09-114030040 946 Auteuil 09-1142700 952 Genziana 09-11448 955 Argentina 09-1146A7BM0001 954 Mina 09-1148CPVO19960125 949 Belinda 09-1150CPVO19981528 951 Evora 09-1152CPVO20040091 947 Ivory 09-1154Krezus 945 Krezus 09-1156ROM007-16701 953 Mures 09-1158Saul 948 Saul 09-1160spring wheat 927 Aranka 09-1162