| Literature DB >> 20190040 |
Céline Camps1, Christian Kappel, Pascal Lecomte, Céline Léon, Eric Gomès, Pierre Coutos-Thévenot, Serge Delrot.
Abstract
Eutypa dieback is a vascular disease that may severely affect vineyards throughout the world. In the present work, microarrays were made in order (i) to improve our knowledge of grapevine (Vitis vinifera cv. Cabernet-Sauvignon) responses to Eutypa lata, the causal agent of Eutypa dieback; and (ii) to identify genes that may prevent symptom development. Qiagen/Operon grapevine microarrays comprising 14,500 probes were used to compare, under three experimental conditions (in vitro, in the greenhouse, and in the vineyard), foliar material of infected symptomatic plants (S(+)R(+)), infected asymptomatic plants (S(-)R(+)), and healthy plants (S(-)R(-)). These plants were characterized by symptom notation after natural (vineyard) or experimental (in vitro and greenhouse) infection, re-isolation of the fungus located in the lignified parts, and the formal identification of E. lata mycelium by PCR. Semi-quantitative real-time PCR experiments were run to confirm the expression of some genes of interest in response to E. lata. Their expression profiles were also studied in response to other grapevine pathogens (Erysiphe necator, Plasmopara viticola, and Botrytis cinerea). (i) Five functional categories of genes, that is those involved in metabolism, defence reactions, interaction with the environment, transport, and transcription, were up-regulated in S(+)R(+) plants compared with S(-)R(-) plants. These genes, which cannot prevent infection and symptom development, are not specific since they were also up-regulated after infection by powdery mildew, downy mildew, and black rot. (ii) Most of the genes that may prevent symptom development are associated with the light phase of photosynthesis. This finding is discussed in the context of previous data on the mode of action of eutypin and the polypeptide fraction secreted by Eutypa.Entities:
Mesh:
Year: 2010 PMID: 20190040 PMCID: PMC2852663 DOI: 10.1093/jxb/erq040
Source DB: PubMed Journal: J Exp Bot ISSN: 0022-0957 Impact factor: 6.992
Fig. 4.Microarray experimental design. The microarray data produced with greenhouse and vineyard material described herein were combined with data that we obtained previously in in vitro conditions (Rotter ). Three kind of plants were characterized: infected with symptoms (S+R+), infected without symptoms (S–R+), and healthy (S–R–), and three comparisons were performed (S+R+/S–R–), (S–R+/S–R–), and (S–R+/S+R+). For each comparison the number of the biological replicate (BR) and the number of technical replicates corresponding to the dye swap between cyanine 5 and cyanine 3 (TR) is specified.
Fig. 1.Eutypiosis symptoms on Cabernet-Sauvignon greenhouse cuttings collected 1 year after experimental infection by the BX1-10 E. lata strain. (A) Control uninfected plant. (B–E) Infected plants exhibiting various degrees of symptoms. (F) Leaf of an uninfected plant. (G) Symptoms on a leaf from an infected plant.
Results of fungal isolations from greenhouse cuttings experimentally infected with the BX1-10 E. lata strain
| Type of plant | Cutting no. | Symptoms | |||||
| Infected | – | – | – | – | |||
| – | + | – | + | ||||
| – | + | + | – | ||||
| + | – | – | – | ||||
| 5 | Severe | 6 | + | + | – | – | |
| + | – | – | + | ||||
| – | + | – | – | ||||
| 8 | Moderate | 6 | + | + | + | – | |
| 9 | Moderate | 5 | + | – | – | – | |
| 10 | Moderate | 5 | + | – | – | – | |
| – | – | – | + | ||||
| – | + | – | – | ||||
| + | + | – | – | ||||
| 14 | Mild | 5 | + | – | – | – | |
| 15 | Mild | 4 | + | – | – | – | |
| + | – | – | + | ||||
| – | + | – | – | ||||
| – | + | – | – | ||||
| + | – | – | – | ||||
| + | + | – | – | ||||
| – | – | – | – | ||||
| + | – | – | – | ||||
| – | + | + | – | ||||
| 24 | None | 6 | + | + | – | – | |
| 25 | None | 6 | – | + | – | – | |
| 26 | None | 5 | + | – | – | – | |
| 27 | None | 5 | – | + | – | – | |
| 28 | None | 4 | – | + | – | – | |
| 29 | None | 4 | – | + | – | – | |
| 30 | None | 4 | – | + | – | – | |
| 31 | None | 3 | + | + | – | – | |
| 32 | None | 2 | + | + | – | – | |
| 33 | None | 1 | – | – | + | – | |
| 34 | None | 0 | + | – | – | – | |
| 35 | None | 0 | + | + | – | – | |
| Uninfected | + | + | – | + | |||
| – | – | – | – | ||||
| – | + | – | – | ||||
| + | – | + | – | ||||
| – | – | – | – | ||||
| – | + | – | – | ||||
| + | – | – | – | ||||
| – | – | – | + | ||||
| + | + | – | – | ||||
| 10 | None | 1 | + | – | – | – |
Thirty-five plants exhibiting various degrees of symptoms were compared with 10 uninfected plants. Bold (S+R+), italics (S–R+), and bold italics (S–R–) identify plants that were selected for microarray analysis.
Identification in the Chateau Cruzeaux vineyard of putative healthy plants (no symptoms) and putative infected grapevines (visible symptoms) based on surveys between 2002 and 2006
| Plant | (A) | (B) Recovery results | ||||||||
| 2002 | 2003 | 2004 | 2005 | 2006 | ||||||
| – | – | – | – | |||||||
| – | – | – | – | |||||||
| + | – | – | – | |||||||
| + | – | – | – | |||||||
| R9C39 | E4 | E2 E4 | O | E4 | E2 | 8 | + | – | – | – |
| R5C65 | BM | BM | BM | BM S1/3 | BM E1 E3 | 8 | + | + | + | – |
| R18C56 | BM | BM R | BM R | U R E2 | UR E2/4 | 3 | – | – | + | – |
| R6C23 | BM | BM S1 | BM | BM E3 | BM E3 E1 | 2 | – | – | – | + |
| R4C4 | E1 | E1 | O | E1 | E2 | 2 | + | – | – | – |
| R13C66 | BM E1 | BM S1 | BM | BM E1/3 | BM E1/3 | 1 | – | + | + | – |
| R11C20 | BM | BM R | BM R | BM R E1 | BM E1 | 1 | + | + | + | – |
| R10C34 | BM | BM E1 | BM | BM R | BM E1 | 1 | + | + | + | – |
| + | – | – | – | |||||||
| + | – | – | – | |||||||
| + | – | – | – | |||||||
| + | – | – | – | |||||||
| R12C47 | 0 | 0 | 0 | 0 | 0 | 0 | + | + | + | – |
| R16C49 | 0 | 0 | 0 | 0 | 0 | 0 | + | – | + | – |
| R17C22 | 0 | 0 | 0 | 0 | 0 | 0 | – | – | – | + |
| R11C48 | 0 | 0 | 0 | 0 | 0 | 1 | + | – | – | – |
| R8C60 | 0 | 0 | 0 | 0 | 0 | 2 | – | – | – | – |
| R19C8 | 0 | 0 | 0 | 0 | 0 | 5 | – | + | + | – |
| R4C68 | 0 | 0 | 0 | 0 | 0 | 6 | + | + | – | – |
| + | – | – | – | |||||||
| – | – | – | – | |||||||
| + | – | – | – | |||||||
| + | – | – | – | |||||||
The disease scale used is described by Darrieutort and Lecomte (2007) (A) and the results of respective isolation tests from wood lesions are shown (B). Bold (S+R+), italics (S–R+), and bold italics (S–R–) identify plants that were selected for microarray analysis.
E1, mild symptoms on one arm; E2, mild symptoms on the other arm; E1/3, mild symptoms on both arms; E3, severe symptoms on one arm; E4, severe symptoms on the other arm; E2/4, severe symptoms on both arms; S1, weakly susceptible on one arm; S2, weakly susceptible on the other arm; S3, strongly susceptible on one arm; S4, strongly susceptible on the other arm; U, single arm; BM, dead arm;0, healthy; R, restored.
Fig. 2.Cabernet-Sauvignon grapevine naturally infected in the vineyard. (A) Leaf symptoms. (B) Typical sectorial necrosis from which E. lata mycelium may be re-isolated (C).
Fig. 3.Indirect PCR identification of the presence of E. lata in vineyard and greenhouse plants. The tested samples are mycelia growing from S+R+ and S–R+ greenhouse plants infected with the BX1-10 E. lata strain and from vineyard S+R+ and S–R+ plants. The PCR was also run either with DNA from BX1-10 and NE85-1 pure mycelia (positive control, C+) or with water as matrix (negative control, C–). (This figure is available in colour at JXB online.)
Fig. 5.Venn diagram showing the distribution of genes differentially expressed (P-value ≤0.05 and threshold ≥1.5) between infected plants with symptoms (S+R+) and healthy plants (S–R–) grown in vitro, in the greenhouse, and in the vineyard. The numbers of up- and down-regulated genes in infected plants with symptoms (S+R+) compared with healthy plants (S–R–) are indicated in bold and italics, respectively. The number of differentially expressed genes that are found in common between several growth conditions is underlined at the intersection of the corresponding circles. Total numbers refer to up- and down-regulated for a given growth condition.
Fig. 6.Distribution into functional categories of genes differentially expressed between S+R+ and S–R– plants (P-value 0.05 and threshold 1.5) in at least two growth conditions. Only the genes showing a good homology with known genes were considered. The number of genes of each category is reported on the abscissa. The genes repressed in infected plants with symptoms are shown by a cross-hatched bar when they are common to greenhouse and vineyard conditions or by a grey bar when they are common to in vitro and vineyards conditions. The genes which are up-regulated in these plants are represented by a black bar when they are common to in vitro, greenhouse, and vineyard conditions, by a bar with thick diagonal lines when they are common to in vitro and greenhouse conditions, by a bar with thin diagonal lines when they are common between greenhouse and vineyard conditions, and by a white bar when they are common to in vitro and vineyard conditions.
Functional classification of the genes differentially expressed (ratio ≥1.5 or ≤0.66 and P-value ≤0.05) between S+R+ and S–R– plants, for at least two conditions: in vitro (I), in the greenhouse (G), or in the vineyard (V), and showing a good homology with known genes
| Probe ID | Annotation | Profile | Greenhouse (G) | Vineyard (V) | |||||
| Regulation | Condition | Ratio | Ratio | Ratio | |||||
| Extracellular metabolism | |||||||||
| Vv_10002068 | Homologue to β-1,3-glucanase complete | Up | I+G+V | 1.864 | 3.95E-07 | 1.5568 | 0.00256 | 2.9927 | 2.6E-05 |
| Vv_10000389 | Similar to β-1,3-glucanase complete | Up | I+G+V | 2.005 | 2.27E-07 | 1.5752 | 0.003344 | 1.7724 | 2.4E-07 |
| Vv_10010418 | Similar to β-1,3-glucanase complete | Up | I+G+V | 2.057 | 5.79E-08 | 4.0505 | 0.000441 | 6.9477 | 1.6E-05 |
| Vv_10004763 | Weakly similar to germin-like protein partial (88%) | Down | G+V | 1.122 | 0.097133 | 0.6458 | 0.003705 | 0.5948 | 7.7E-06 |
| Amino acid metabolism | |||||||||
| Vv_10008453 | Homologue to putative serine hydrolase complete | Up | I+G+V | 1.514 | 3.08E-05 | 2.9137 | 0.003491 | 1.8146 | 1.9E-06 |
| Vv_10005036 | Similar to alanine–glyoxylate aminotransferase complete | Up | G+V | 1.047 | 0.314894 | 1.6817 | 0.004743 | 1.6935 | 2.4E-06 |
| Vv_10001606 | Similar to asparagine synthetase complete | Up | G+V | 1.015 | 0.829175 | 2.848 | 0.007312 | 3.3318 | 4.2E-08 |
| Vv_10004099 | Similar to asparagine synthase-related protein complete | Up | G+V | 0.655 | 2.83E-07 | 2.0526 | 0.001701 | 4.907 | 1.2E-09 |
| Phenylpropanoid metabolism | |||||||||
| Vv_10004786 | Similar to acyl:CoA ligase complete | Up | G+V | 0.905 | 0.009552 | 1.6602 | 0.003996 | 1.6719 | 9.5E-06 |
| Vv_10011235 | Weakly similar to tetrahydroxychalcone 2′-glucosyltransferase complete | Up | G+V | 0.962 | 0.52379 | 1.7886 | 0.001989 | 1.9321 | 9E-07 |
| Vv_10002511 | Weakly similar to flavanone 3-hydroxylase-like protein complete | Up | G+V | 1.411 | 0.005707 | 1.6943 | 0.006336 | 3.1096 | 7E-07 |
| Carbon metabolism | |||||||||
| Vv_10004223 | Weakly similar to ketose-bisphosphate aldolase partial (96%) | Up | G+V | 0.876 | 0.003581 | 1.6469 | 0.001954 | 2.7734 | 2.4E-07 |
| Vv_10003661 | Similar to sucrose synthase complete | Up | G+V | 1.028 | 0.510806 | 1.7368 | 0.001049 | 1.8316 | 1E-06 |
| Vv_10000306 | Weakly similar to β-amylase complete | Up | G+V | 0.869 | 0.095964 | 2.1877 | 0.024777 | 1.8991 | 4.6E-07 |
| Vv_10003056 | Similar to putative fructokinase-5 complete | Down | G+V | 0.978 | 0.600565 | 0.6392 | 0.002503 | 0.6429 | 1.9E-06 |
| Lipid metabolism | |||||||||
| Vv_10013248 | Weakly similar to GDSL esterase/lipase partial (93%) | Down | G+V | 0.884 | 0.009755 | 0.558 | 0.000822 | 0.5972 | 1.7E-07 |
| Vv_10000536 | Similar to GDSL esterase/lipase partial (94%) | Down | G+V | 0.851 | 0.00123 | 0.4415 | 0.005116 | 0.6303 | 1.8E-06 |
| Vv_10008537 | Weakly similar to GDSL esterase/lipase partial (93%) | Down | G+V | 0.97 | 0.654092 | 0.6076 | 0.007392 | 0.619 | 4.8E-06 |
| Metabolism | |||||||||
| Vv_10007334 | Weakly similar to cytochrome P450 complete | Up | G+V | 1.021 | 0.55331 | 1.5366 | 0.00442 | 2.4597 | 1.2E-06 |
| Vv_10004967 | Weakly similar to cytochrome P450 partial (95%) | Up | G+V | 0.984 | 0.736553 | 1.8856 | 0.004331 | 1.7544 | 1E-06 |
| Biogenesis of cellular compounds: cell wall | |||||||||
| Vv_10009806 | Similar to fasciclin-like AGP 11 partial (62%) | Down | G+V | 1.275 | 0.00147 | 0.5284 | 0.002599 | 0.6409 | 3.2E-05 |
| Vv_10001696 | Weakly similar to fasciclin-like AGP 11 partial (63%) | Down | G+V | 1.256 | 0.000394 | 0.5096 | 0.002 | 0.6098 | 3.1E-06 |
| Vv_10010533 | Homologue to expansin complete | Down | G+V | 1.076 | 0.211971 | 0.6241 | 0.002505 | 0.5829 | 1.9E-07 |
| Vv_10004211 | Similar to xyloglucan endotransglycosylase partial (96%) | Down | G+V | 0.872 | 0.001466 | 0.4261 | 0.00048 | 0.4719 | 9.3E-08 |
| Vv_10011060 | Weakly similar to HyPRP2 partial (84%) | Up | G+V | – | – | 3.9942 | 1.62E-05 | 3.3677 | 6.3E-08 |
| Vv_10011061 | Weakly similar to HyPRP2 partial (84%) | Up | G+V | – | – | 4.6476 | 0.000207 | 2.7843 | 3.1E-07 |
| Vv_10010712 | Similar to XET complete | Up | G+V | 1.017 | 0.803459 | 1.669 | 0.005678 | 1.8456 | 0.0233 |
| Defence response | |||||||||
| Vv_10008543 | Weakly similar to pectin methylesterase inhibitor-like protein complete | Down | I+V | 0.554 | 1.67E-06 | 1.4363 | 0.006723 | 0.3711 | 4.3E-08 |
| Vv_10003617 | Similar to osmotin-like protein complete | Up | I+G+V | 1.848 | 0.000371 | 2.9414 | 0.000341 | 2.073 | 0.00039 |
| Vv_10010885 | Homologue to osmotin-like protein complete | Up | I+G+V | 2.824 | 3.05E-08 | 6.9775 | 8.96E-05 | 3.2301 | 1E-06 |
| Vv_10003874 | Homologue to pathogenesis-related protein 10 complete | Up | I+G+V | 1.856 | 0.00029 | 3.8531 | 0.000153 | 8.3957 | 3.6E-07 |
| Vv_10010887 | Homologue to pathogenesis-related protein 10.3 partial (58%) | Up | I+G+V | 1.801 | 0.005897 | 2.8363 | 0.000641 | 3.0526 | 2.8E-06 |
| Vv_10011243 | Homologue to putative pathogenesis-related protein 1 partial (88%) | Up | I+ G+V | 2.372 | 2.3E-06 | 1.8816 | 0.008447 | 1.7636 | 0.00022 |
| Vv_10004981 | Similar to putative pathogenesis-related protein 1 partial (88%) | Up | I+G+V | 2.507 | 1.43E-05 | 1.6573 | 0.003028 | 1.6072 | 5.3E-05 |
| Vv_10000483 | Similar to NtPRp27 partial (89%) | Up | G+V | 1.381 | 0.002058 | 2.001 | 0.000373 | 1.5147 | 0.00048 |
| Vv_10009597 | Weakly similar to hairpin-inducing protein complete | Up | I+G+V | 2.367 | 1.29E-07 | 5.3487 | 0.000544 | 4.3763 | 6.1E-08 |
| Vv_10000872 | Similar to rhaumatin-like protein partial (93%) | Up | I+G | 1.585 | 8.88E-08 | 2.8329 | 0.00054 | 1.3791 | 5.9E-05 |
| Vv_10000136 | Homologue to class IV chitinase partial (92%) | Up | I+G+V | 2.677 | 2.79E-08 | 7.4383 | 0.000282 | 7.6528 | 1.2E-10 |
| Vv_10002903 | Similar to class IV chitinase partial (94%) | Up | I+G+V | 2.18 | 4.5E-08 | 2.3405 | 0.001381 | 1.5841 | 1.7E-05 |
| Vv_10004018 | Similar to class IV chitinase complete | Up | I+G | 1.514 | 4.81E-05 | 1.6071 | 0.021867 | 1.3173 | 0.00033 |
| Vv_10000957 | Weakly similar to glutathione | Up | G+V | 1.144 | 0.001318 | 1.5802 | 0.010604 | 1.815 | 3.6E-07 |
| Vv_10008745 | Weakly similar to peroxidase partial (94%) | Up | I+G+V | 1.572 | 4.72E-07 | 2.6628 | 8.02E-05 | 2.5459 | 9.8E-09 |
| Vv_10004303 | Similar to glutaredoxin complete | Down | G+V | 0.984 | 0.70024 | 0.6376 | 0.01423 | 0.6474 | 1.2E-05 |
| Vv_10010268 | Weakly similar to disease resistance response protein partial (84%) | Up | I+G+V | 3.518 | 1.82E-06 | 8.0912 | 4.37E-06 | 2.6561 | 1.9E-08 |
| Protein activity | |||||||||
| Vv_10011266 | Similar to tumour-related protein partial (89%) | Up | I+G+V | 3.796 | 4.8E-10 | 5.5458 | 6.58E-05 | 6.3066 | 1.1E-07 |
| Vv_10001691 | Similar to tumour-related protein partial (89%) | Up | I+G+V | 4.586 | 1.54E-11 | 14.975 | 2.69E-06 | 9.3738 | 6.1E-08 |
| Vv_10006852 | Weakly similar to inhibitor of trypsin and hageman factor complete | Up | I+G | 1.774 | 0.011188 | 6.5979 | 0.00014 | 1.4981 | 0.03772 |
| Transcription | |||||||||
| Vv_10008748 | Weakly similar to AP2/ERF transcription factor partial (85%) | Up | G+V | 1.053 | 0.190985 | 1.528 | 0.002243 | 2.2689 | 6.2E-08 |
| Vv_10001736 | Weakly similar to WRKY transcription factor-b partial (89%) | Up | G+V | 0.988 | 0.673598 | 2.6682 | 8.65E-05 | 2.3055 | 2.3E-06 |
| Vv_10001880 | Homologue to putative WRKY transcription factor 30 partial (94%) | Up | G+V | 0.905 | 0.010825 | 1.6407 | 0.001981 | 1.5068 | 1.4E-06 |
| Vv_10004421 | Weakly similar to zinc-finger protein 1 complete | Up | G+V | 0.976 | 0.392951 | 1.5908 | 0.001671 | 1.7336 | 3.9E-05 |
| Vv_10004205 | Weakly similar to NAC domain protein NAC4 complete | Up | G+V | 0.986 | 0.739087 | 2.0518 | 0.000432 | 1.7835 | 1.8E-07 |
| Transport | |||||||||
| Vv_10010759 | Homologue to aquaporin partial (95%) | Up | G+V | 1.261 | 0.000189 | 1.8718 | 0.003966 | 2.1035 | 0.00186 |
| Vv_10014047 | Weakly similar to amino acid transporter (fragment) complete | Up | G+V | 1.095 | 0.369001 | 2.1475 | 0.000616 | 1.5091 | 0.01053 |
| Vv_10004892 | Weakly similar to metal ion-binding protein complete | Up | G+V | 1.487 | 6.67E-05 | 1.6271 | 0.001291 | 2.096 | 7.9E-06 |
| Vv_10000751 | Weakly similar to heavy metal transport/detoxification protein complete | Up | G+V | 1.049 | 0.350084 | 1.8975 | 0.044426 | 2.0149 | 1E-06 |
| Vv_10009149 | Weakly similar to exocyst protein partial (92%) | Up | G+V | 1.109 | 0.028727 | 1.6735 | 0.001875 | 1.9561 | 1.7E-06 |
| Vv_10003601 | Similar to glucose-6-phosphate translocator partial (82%) | Up | I+G | 1.556 | 5.68E-05 | 1.5412 | 0.033235 | 0.968 | 0.34449 |
| Interaction with environmemt | |||||||||
| Vv_10011427 | Weakly similar to 1-aminocyclopropane-1-carboxylate oxidase complete | Up | G+V | 1.221 | 0.000255 | 1.8147 | 0.000649 | 1.7062 | 2.6E-06 |
| Vv_10004370 | Similar to 1-aminocyclopropane-1-carboxylate oxidase 3 complete | Up | G+V | 1.192 | 0.082893 | 2.0799 | 0.000779 | 2.6507 | 1.6E-07 |
| Vv_10001785 | Similar to nitrilase 4B partial (92%) | Up | G+V | 1.424 | 1.19E-06 | 2.2081 | 0.005411 | 2.3886 | 1.1E-07 |
| Vv_10000183 | Weakly similar to putative auxin-repressed complete | Up | G+V | 0.79 | 0.005281 | 2.5562 | 0.000748 | 1.7584 | 2E-07 |
| Vv_10001211 | Weakly similar to auxin-responsive protein IAA26 partial (86%) | Up | G+V | 0.954 | 0.505271 | 1.5304 | 0.00823 | 1.9773 | 6.5E-06 |
| Vv_10013495 | Similar to GID1-2 complete | Up | G+V | 0.974 | 0.487208 | 1.6397 | 0.002657 | 2.3734 | 3.9E-07 |
| Vv_10003687 | Weakly similar to early light-inducible protein complete | Up | G+V | 0.936 | 0.127152 | 1.5169 | 0.003052 | 1.8717 | 7.9E-06 |
| Protein synthesis | |||||||||
| Vv_10000746 | Weakly similar to deacetoxyvindoline 4-hydroxylase partial (92%) | Up | G+V | 1.235 | 5.99E-05 | 1.9631 | 0.001953 | 1.775 | 8.8E-07 |
| Development | |||||||||
| Vv_10000694 | Weakly similar to senescence-associated partial (92%) | Up | G+V | 0.853 | 0.001296 | 1.858 | 0.023539 | 1.9233 | 3.4E-07 |
| Vv_10011267 | Weakly similar to phytosulphokine-β partial (57%) | Up | I+G | 1.58 | 1.33E-06 | 1.8682 | 0.005752 | 0.6719 | 2.5E-05 |
The grapevine genome identifier (G8X ID), the DFCI grape gene index version 6 identifier (VvGI6 ID), and the protein ID associated with these sequences are given in Supplementary Table S2 at JXB online.
Functional classification of the genes more specifically associated with absence of symptoms
| Probe ID | Annotation | Profile | S–R+/S+R+ | S–R+/S–R– | S+R+/S–R– | ||||
| Regulation | Condition | Ratio | Ratio | Ratio | |||||
| Lipid metabolism | |||||||||
| Vv_10009444 | Weakly similar to GDSL esterase/lipase partial (91%) | Down | G | 0.703 | 0.01226 | 0.659 | 0.00015 | 0.824 | 0.04918 |
| Phenylpropanoid metabolism | |||||||||
| Vv_10000352 | Similar to anthocyanidin synthase complete | Up | V | 1.534 | 0.01083 | 1.517 | 0.00645 | 0.898 | 0.01678 |
| Vv_10003778 | Similar to anthocyanidin synthase complete | Up | V | 1.790 | 0.00481 | 1.560 | 0.00927 | 0.749 | 0.00062 |
| Vv_10010748 | Homologue to chalcone synthase complete | Up | V | 1.603 | 0.00759 | 1.462 | 0.01094 | 0.875 | 0.00970 |
| Vv_10004167 | Homologue to chalcone synthase complete | Up | V | 1.629 | 0.00694 | 1.407 | 0.01531 | 0.878 | 0.04273 |
| Carbon metabolism | |||||||||
| Vv_10007239 | Similar to trehalose-phosphate phosphatase complete | Up | V | 1.520 | 0.01082 | 1.448 | 0.00974 | 0.892 | 0.00615 |
| Vv_10010928 | Fructose-bisphosphate aldolase complete | Up | V | 2.220 | 0.00162 | 1.474 | 0.01235 | 0.735 | 0.00294 |
| Vv_10000154 | Fructose-bisphosphate aldolase complete | Up | V | 2.149 | 0.02130 | 1.450 | 0.01555 | 0.712 | 0.00163 |
| Vv_10000002 | Similar to galactinol synthase partial (96%) | Up | G | 1.468 | 0.02546 | 1.736 | 0.00022 | 1.563 | 0.15126 |
| Amino acid metabolism | |||||||||
| Vv_10000953 | Glutamine synthetase partial (97%) | Up | V | 1.752 | 0.00512 | 1.459 | 0.01092 | 0.8438 | 0.00858 |
| Energy photosyntesis | |||||||||
| Vv_10000162 | Similar to NAD(P)H-quinone oxidoreductase subunit 6 partial (89%) | Up | V | 1.761 | 0.00924 | 1.832 | 0.00213 | 0.857 | 0.07298 |
| Vv_10010684 | Homologue to NAD(P)H-quinone oxidoreductase subunit H, chloroplastic partial (87%) | Up | V | 1.563 | 0.00930 | 1.661 | 0.00322 | 0.786 | 0.04834 |
| Vv_10010940 | Homologue to NAD(P)H-quinone oxidoreductase subunit 1 chloroplastic complete | Up | G+V | 1.596 | 0.00531 | 1.402 | 0.00038 | 1.048 | 0.54933 |
| Vv_10000222 | Similar to oxygen-evolving enhancer protein 2 complete | Up | V | 1.627 | 0.01653 | 1.443 | 0.02712 | 0.734 | 0.00581 |
| Vv_10000172 | Similar to type III chlorophyll | Up | V | 1.653 | 0.00624 | 1.477 | 0.02434 | 0.776 | 0.00033 |
| Vv_10011239 | Photosystem II CP47 chlorophyll apoprotein complete | Up | V | 1.483 | 0.02012 | 1.898 | 0.00161 | 0.947 | 0.40738 |
| Vv_10008623 | Weakly similar to thylakoid lumenal 16.5 kDa protein partial (68%) | Up | V | 1.800 | 0.01531 | 1.469 | 0.04659 | 0.740 | 0.00061 |
| Vv_10004046 | Weakly similar to thioredoxin M complete | Up | G | 1.471 | 0.00372 | 1.456 | 0.00020 | 0.939 | 0.64997 |
| Vv_10012092 | Weakly similar to RbcX protein partial (64%) | Up | G+V | 1.431 | 0.00592 | 1.431 | 0.00020 | 0.971 | 0.68974 |
| Vv_10003838 | Homologue to phosphoribulokinase complete | Up | V | 1.683 | 0.00582 | 1.422 | 0.01665 | 0.749 | 0.00087 |
| Vv_10004505 | ABC-ATPase, partial (89%) | Up | V | 1.543 | 0.01076 | 1.408 | 0.01437 | 0.943 | 0.07910 |
| Protein synthesis | |||||||||
| Vv_10011319 | Weakly similar to 50S ribosomal protein L16, chloroplastic (fragment) complete | Up | V | 2.897 | 0.01015 | 1.625 | 0.03328 | - | - |
| Vv_10001754 | Similar to 30S ribosomal protein S1, chloroplastic partial (69%) | Up | V | 1.617 | 0.00790 | 1.401 | 0.01520 | 0.838 | 0.00479 |
| Protein activity | |||||||||
| Vv_10004810 | Weakly similar to FKBP-type peptidyl-prolyl | Up | V | 1.405 | 0.02036 | 1.438 | 0.01256 | 0.900 | 0.03535 |
| Vv_10013654 | Similar to putative FKBP type peptidyl-prolyl | Up | V | 1.677 | 0.00625 | 1.466 | 0.00862 | 0.780 | 0.00004 |
| Vv_10002247 | Weakly similar to cysteine protease partial (90%) | Up | V | 2.096 | 0.00273 | 1.460 | 0.01143 | 0.766 | 0.00314 |
| Transport | |||||||||
| Vv_10011055 | Weakly similar to non-specific lipid-transfer protein type 2 complete | Up | G | 2.362 | 0.00044 | 1.564 | 0.03055 | 0.722 | 0.15242 |
| Signal transduction | |||||||||
| Vv_10009335 | Similar to SNF1-related protein kinase regulatory β subunit 1 complete | Up | G | 1.491 | 0.00388 | 1.522 | 0.00086 | 1.220 | 0.08501 |
| Defence response | |||||||||
| Vv_10000593 | Homologue to alcohol dehydrogenase complete | Up | V | 0.651 | 0.01011 | 0.666 | 0.04479 | 1.3975 | 0.00002 |
| Vv_10000137 | Similar to class IV chitinase partial (94%) | Down | G | 0.520 | 0.01489 | 0.518 | 0.00023 | 1.07946 | 0.75898 |
| Vv_10004632 | Similar to peroxiredoxin complete | Up | V | 1.891 | 0.00293 | 1.558 | 0.00936 | 0.85771 | 0.03281 |
| Vv_10004032 | Similar to thioredoxin peroxidase partial (97%) | Up | V | 1.585 | 0.01981 | 1.492 | 0.01098 | 0.82073 | 0.00042 |
| Vv_10001459 | Weakly similar to glutaredoxin complete | Up | G | 1.450 | 0.00483 | 1.740 | 0.00002 | 1.26428 | 0.03457 |
| Interaction with environmemt | |||||||||
| Vv_10004355 | Weakly similar to wound-induced protein (fragment) partial complete | Down | G | 0.441 | 0.00013 | 0.589 | 0.00006 | 1.17891 | 0.18634 |
| Biogenesis of cellular compounds: cell wall | |||||||||
| Vv_10008631 | β-Galactosidase complete | Down | V | 0.645 | 0.01026 | 0.618 | 0.00378 | 1.24747 | 0.00067 |
| Vv_10004343 | Similar to expansin-like protein (fragment) partial (94%) | Up | G | 1.506 | 0.00207 | 1.614 | 0.00005 | 1.35909 | 0.00848 |
| Vv_10000080 | Weakly similar to HyPRP2 partial (61%) | Down | G | 0.271 | 0.00018 | 0.390 | 0.00002 | 1.36504 | 0.09341 |
| No classification | |||||||||
| Vv_10009331 | Weakly similar to Fw2.2 partial (83%) | Up | G | 1.542 | 0.00887 | 1.410 | 0.00072 | 1.03609 | 0.83586 |
| Vv_10008923 | Similar to At1g64680 complete | Up | G+V | 1.734 | 0.01552 | 1.418 | 0.01871 | 0.79571 | 0.00007 |
These genes are differentially expressed (ratio ≥1.4 or ≤ 0.71 and P-value ≤0.05) exclusively in both comparisons of the S–R+/S+R+ and S–R+/S–R–, they are identified in greenhouse (G) and/or in vineyard (V) conditions, and they show a good homology with known genes. The grapevine genome identifier (G8X ID), the DFCI grape gene index version 6 identifier (VvGI6 ID). and the protein ID associated with these sequences are given in Supplementary Table S3 at JXB online.
Fig. 7.Distribution into functional categories of differentially expressed genes which are associated with lack of symptoms. These genes are differentially expressed (threshold ≥1.4, P-value ≤0.05) in greenhouse and vineyard plants, and common to S–R–/S+R+ and S–R+/S+R+ comparisons between S+R+ and S–R– plants (P-value 0.05 and threshold 1.5) in at least two growth conditions. Only the genes showing a good homology with known genes were considered. The number of genes of each category is reported on the abscissa. The genes repressed in infected plants without symptoms are shown by a cross-hatched bar for vineyard conditions or by a white bar in greenhouse conditions. The genes which are up-regulated in these plants are represented by a black bar when they are common to greenhouse and vineyard conditions, by a bar with thick diagonal lines for greenhouse conditions, and by a bar with thin diagonal lines for vineyard conditions.
Fig. 8.RT-PCR expression analysis for candidate genes selected from the microarray analysis. The genes selected are all up-regulated in S+R+ plants compared with S–R– plants, for all the three types of conditions tested. (A) Response to E. lata. The expression was studied with the same plants as those used for microarray analysis. (B) Response to other pathogens: E. necator, P. viticola, and B. cinerea. OS, MS, and BS, control uninoculated plants; OI, plants collected 12 d or 14 d after inoculation with E. necator; MI, plants collected 12, 14, or 16 d after inoculation by P. viticola; BI, plants collected 1, 2, or 3 h after inoculation by B. cinerea.