| Literature DB >> 32277099 |
Mathieu Marc1, Maryline Cournol1, Sylvain Hanteville1, Anne-Sophie Poisson1, Marie-Charlotte Guillou1, Sandra Pelletier1, François Laurens1, Christine Tessier2, Claude Coureau2,3, Jean-Pierre Renou1, Mickaël Delaire1, Mathilde Orsel4.
Abstract
Superficial scald is one of the most serious postharvest physiological disorders that can affect apples after a prolonged cold storage period. This study investigated the impact of pre- and post-harvest climatic variations on superficial scald in a susceptible apple cultivar. Fruit batches with contrasting phenotypes for superficial scald incidence were identified among several years of "Granny Smith" fruit production. The "low scald" year pre-harvest climate was characterised by a warm period followed by a sudden decrease in temperature, playing the part of an in vivo acclimation to cold storage. This was associated with many abiotic stress responsive genes which were induced in fruit peel. In particular 48 Heat Shock Proteins (HSPs) and 5 Heat Shock transcription Factors (HSFs) were strongly induced at harvest when scald incidence was low. For "high scald" year, a post-harvest acclimation of 1 week was efficient in reducing scald incidence. Expression profiles of stress related genes were affected by the acclimation treatment and indicate fruit physiological adaptations to cold storage. The identified stress-responsive genes, and in particular HSPs, could be useful indicators of the fruit physiological status to predict the risk of scald occurrence as early as harvest.Entities:
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Year: 2020 PMID: 32277099 PMCID: PMC7148358 DOI: 10.1038/s41598-020-63018-3
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Effect of year and fruit maturity on superficial scald incidence. (a) Schematic representation of the experimental design. Fruit were harvested at three different maturity stages, early (H1), optimal (H2) or late (H3), stored under cold controlled atmosphere (blue arrow) for 5 to 6 months, and phenotyped for scald incidence after 1 week of shelf-life at room temperature (orange arrow). (b) Annual incidence of superficial scald injuries according to maturity at harvest on fruit collected from two different orchards each year. Values are binomial proportions and confidence intervals for n = 100 to 200 and α = 0.05. Snowflake image unchanged according to https://commons.wikimedia.org/wiki/File:Emojione_2744.svg, (https://creativecommons.org/licenses/by-sa/4.0/deed.en).
Figure 2Analysis of pre-harvest climatic variables. PCA analysis of daily temperature (T, °C), rain (mm), relative humidity (RH) and radiation (Rad, W m−2) variables collected in the orchard each year for 20 d before harvest. Individuals (a) and variables (b) are represented in the first two dimension of the PCA. Pre-harvest daily temperatures: (c) average (Tmean, °C) and (d) minimum (Tmin, °C).
Figure 3Transcriptomic analysis at harvest for fruit batches with contrasted phenotype for superficial scald. (a) Three comparisons were setup in dye-swap between peel samples collected at early harvest from fruit batches with “low” versus “high” scald incidence after cold storage and shelf-life. The three comparisons were combined in one statistical analysis setting the “low” scald samples as “control”, and “high” scald samples as “test”. (b) DETs assignment to functional categories: 1050 DETs with BH < 0.05 were selected and 57% were assigned (based on Mapman ontology using the Mercator web tool). (c) Relative gene expression level (RT-qPCR) in fruit peel samples collected at harvest from “low” (2014) or “high” (2015 and 2017) scald years for HSP17.6CII (MD15G1053800), HSP21 (MD13G1108500), HSP40 (MD10G1289200), HSP90.1 (MD01G1208700) and HSP101 (MD06G1201600). Data are mean values ± SD of n = 3.
Number of pre-harvest hours with mean temperature below 10 °C (NH10).
| Numbers of days | NH10 | ||
|---|---|---|---|
| 2014 | 2015 | 2017 | |
| 60 | 40 | 99 | 96 |
| 45 | 40 | 99 | 96 |
| 30 | 18 | 99 | 95 |
| 20 | 18 | 72 | 82 |
HSP and HSF transcripts down regulated in “high scald” fruit peel.
| Seq_id | LR | MD gene | TAIR | ||||
|---|---|---|---|---|---|---|---|
| evalue | name | Annotation | AtHSP | GO | |||
| MDP0000700383 | −3.26 | MD15G1053800 | 3 × 10−59 | AT5G12020 | 17.6 kDa class II heat shock protein | AtHsp17.6-CII | HLOx |
| MDP0000362505 | −2.43 | MD08G1068200 | 3 × 10−58 | AT5G12020 | 17.6 kDa class II heat shock protein | AtHsp17.6-CII | HLOx |
| MDP0000188935 | −3.00 | MD08G1068000 | 9 × 10−57 | AT5G12020 | 17.6 kDa class II heat shock protein | AtHsp17.6-CII | HLOx |
| MDP0000214382 | −3.79 | MD13G1108500 | 3 × 10−37 | AT4G27670 | 21 kDa class II heat shock protein | AtHsp25.4-P* | HLOx |
| MDP0000125300 | −2.68 | MD06G1060300 | 3 × 10−54 | AT4G25200 | 23.6 kDa class II heat shock protein | AtHsp23.6-M* | |
| MDP0000795157 | −2.62 | MD10G1289200 | 0 | AT2G20560 | DNAJ heat shock family protein | ||
| MDP0000290546 | −2.58 | MD05G1310300 | 6 × 10−179 | AT2G20560 | DNAJ heat shock family protein | ||
| MDP0000549793 | −1.95 | MD12G1172300 | 0 | AT3G08970 | DNAJ protein ERDJ3A | H | |
| MDP0000164489 | −2.70 | MD11G1089300 | 1 × 10−69 | AT1G07400 | HSP20-like | HOx | |
| MDP0000493154 | −2.94 | MD11G1087100 | 3 × 10−69 | AT1G07400 | HSP20-like | HOx | |
| MDP0000574524 | −4.56 | MD05G1240300 | 3 × 10−38 | AT1G07400 | HSP20-like | HOx | |
| MDP0000094857 | −3.22 | MD11G1089400 | 3 × 10−16 | AT1G07400 | HSP20-like | HOx | |
| MDP0000791550 | −1.74 | MD07G1210400 | 2 × 10−78 | AT1G53540 | HSP20-like | AtHsp17.6C-Cl* | HOx |
| MDP0000265157 | −2.59 | MD01G1144400 | 5 × 10−73 | AT1G53540 | HSP20-like | AtHsp17.6C-Cl* | HOx |
| MDP0000412799 | −2.08 | MD07G1210800 | 2 × 10−66 | AT1G53540 | HSP20-like | AtHsp17.6C-Cl* | HOx |
| MDP0000424976 | −1.64 | MD11G1087200 | 2 × 10−22 | AT1G53540 | HSP20-like | AtHsp17.6C-Cl* | HOx |
| MDP0000152564 | −2.45 | MD17G1151000 | 4 × 10−53 | AT1G54050 | HSP20-like | AtHsp17.4-CIII* | HLOx |
| MDP0000136609 | −3.02 | MD15G1443700 | 2 × 10−49 | AT4G10250 | HSP20-like | AtHsp22.0-ER* | HOx |
| MDP0000656080 | −2.97 | MD08G1249100 | 2 × 10−45 | AT4G10250 | HSP20-like | AtHsp22.0-ER* | HOx |
| MDP0000208958 | −1.46 | MD09G1271100 | 2 × 10−58 | AT5G37670 | HSP20-like | AtHsp15.7-Cl* | HOx |
| MDP0000752314 | −1.50 | MD10G1170700 | 0 | AT3G23990 | Heat shock protein 60 | H | |
| MDP0000859313 | −1.18 | MD05G1182500 | 0 | AT3G23990 | Heat shock protein 60 | H | |
| MDP0000867730 | −2.03 | MD07G1196600 | 3 × 10−39 | AT1G56410 | Heat shock protein 70 | H | |
| MDP0000620433 | −2.30 | MD07G1197200 | 0 | AT3G12580 | Heat shock protein 70 | AtHsp70-4* | HLOx |
| MDP0000122734 | −2.27 | MD17G1226000 | 0 | AT3G12580 | Heat shock protein 70 | AtHsp70-4* | HLOx |
| MDP0000220559 | −1.63 | MD01G1126500 | 0 | AT3G12580 | Heat shock protein 70 | AtHsp70-4* | HLOx |
| MDP0000311339 | −3.00 | MD15G1150500 | 0 | AT1G16030 | Heat shock protein 70B | AtHsp70-5* | H |
| MDP0000172536 | −2.16 | MD16G1192600 | 0 | AT2G32120 | Heat-shock protein 70T-2 | AtHsp70-8* | HLOx |
| MDP0000684170 | −1.83 | MD13G1191900 | 0 | AT2G32120 | Heat-shock protein 70T-2 | AtHsp70-8* | HLOx |
| MDP0000181929 | −1.06 | MD11G1037400 | 0 | AT5G56000 | Heat shock protein 81.4 | AtHsp90-4 | H |
| MDP0000254260 | −3.53 | MD01G1208700 | 0 | AT5G52640 | Heat shock protein 90.1 | AtHsp90-1 | H |
| MDP0000303430 | −3.00 | MD07G1279200 | 0 | AT5G52640 | Heat shock protein 90.1 | AtHsp90-1 | H |
| MDP0000948331 | −2.38 | MD00G1081900 | 6 × 10−88 | AT5G52640 | Heat shock protein 90.1 | AtHsp90-1 | H |
| MDP0000217508 | −3.59 | MD06G1201600 | 0 | AT1G74310 | Heat shock protein 101 | AtHsp100-1* | HLOx |
| MDP0000303015 | −2.76 | MD14G1211000 | 0 | AT1G74310 | Heat shock protein 101 | AtHsp100-1* | HLOx |
| MDP0000308722 | −2.32 | MD06G1201200 | 0 | AT1G74310 | Heat shock protein 101 | AtHsp100-1* | HLOx |
| MDP0000755970 | −2.27 | MD14G1210600 | 0 | AT1G74310 | Heat shock protein 101 | AtHsp100-1* | HLOx |
| MDP0000197501 | −2.99 | MD16G1124100 | 1 × 10−21 | AT1G12060 | BAG chaperone regulator | ||
| MDP0000215062 | −1.79 | MD14G1054700 | 0 | AT3G12050 | Hsp90 binding protein | ||
| MDP0000932255 | −1.64 | MD12G1055300 | 0 | AT3G12050 | Hsp90 binding protein | ||
| MDP0000190008 | −1.17 | MD13G1024100 | 2 × 10−53 | AT1G23100 | Hsp10 Hsp60-co-chaperone | ||
| MDP0000422652 | −1.15 | MD04G1081900 | 0 | AT4G12400 | Hsp70-Hsp90 organizing protein | HLOx | |
| MDP0000161691 | −1.08 | MD06G1065400 | 0 | AT4G12400 | Hsp70-Hsp90 organizing protein | HLOx | |
| MDP0000527802 | −1.50 | MD02G1171800 | 2 × 10−92 | AT4G36990 | Heat shock factor 4 | HsfB1 | H |
| MDP0000925901 | −1.64 | MD03G1258300 | 2 × 10−124 | AT3G22830 | Heat shock transcription factor A6B | HsfA6b | H |
| MDP0000155667 | −1.05 | MD01G1198700 | 6 × 10−79 | AT5G62020 | Heat shock transcription factor B2A | HsfB2a | H |
| MDP0000243895 | −2.80 | MD15G1057700 | 8 × 10−126 | AT2G26150 | Heat shock transcription factor A2 | HsfA2* | HLOx |
| MDP0000489886 | −1.91 | MD08G1064100 | 5 × 10−120 | AT2G26150 | Heat shock transcription factor A2 | HsfA2* | HLOx |
Reference sequence for probes design (Seq_id), Log ratio (LR) of differential analysis, corresponding GDDH13 gene (MD gene), Arabidopsis gene annotation (TAIR e-value, gene name and annotation), Arabidopsis short name according to Swindell et al.[77] (AtHSP), Arabidopsis GO annotation (response do heat (H), light (L) or ROS (Ox)). *Gene regulated by AtHSFA2 according to Nishizawa et al.[41].
Selected DETs associated with abiotic stress response.
| Seq_id | LR | MD gene | TAIR | ||||
|---|---|---|---|---|---|---|---|
| evalue | name | Short name | Annotation | GO | |||
| MDP0000175388 | −2.36 | MD04G1022400 | 0 | AT5G48570 | ROF2 | FKBP-type peptidyl-prolyl cis-trans isomerase | H |
| MDP0000275263 | −2.00 | MD09G1263000 | 5 × 10−112 | AT1G66080 | Protein of unknown function DUF775 | H | |
| MDP0000273764 | −1.06 | MD17G1258000 | 9 × 10−116 | AT1G66080 | Protein of unknown function DUF775 | H | |
| MDP0000917573 | −1.68 | MD02G1050200 | 5 × 10−70 | AT3G24500 | ATMBF1C | Multiprotein bridging factor 1 C | H |
| MDP0000129942 | −1.39 | MD15G1187400 | 2 × 10−69 | AT3G24500 | ATMBF1C | Multiprotein bridging factor 1C | H |
| MDP0000205111 | −1.40 | MD10G1156300 | 0 | AT3G25230 | ROF1 | Rotamase FKBP1 protein folding catalyst | H |
| MDP0000141863 | −1.04 | MD05G1166200 | 0 | AT3G25230 | ROF1 | Rotamase FKBP1 protein folding catalyst | H |
| MDP0000586302 | −2.06 | MD08G1147100 | 1 × 10−66 | AT5G11260 | HY5 | bZIP transcription factor family protein | L |
| MDP0000388769 | −1.96 | MD12G1116700 | 0 | AT2G37040 | PAL1 | PHE ammonia lyase 1 | LOx |
| MDP0000268980 | −1.68 | MD11G1316800 | 3 × 10−73 | AT2G47460 | MYB12 | Myb domain protein 12 | L |
| MDP0000119725 | −1.67 | MD03G1297100 | 8 × 10−73 | AT2G47460 | MYB12 | Myb domain protein 12 | L |
| MDP0000281626 | −1.41 | MD10G1316100 | 0 | AT1G61800 | GPT2 | Glucose-6-phosphate/phosphate translocator 2 | L |
| MDP0000771031 | −1.31 | MD05G1305700 | 1 × 10−135 | AT2G29120 | ATGLR2.7 | Glutamate receptor 2.7 | L |
| MDP0000831937 | −1.21 | MD07G1285600 | 0 | AT5G24120 | SIGE | RNA polymerase sigma subunit E | L |
| MDP0000149332 | −1.17 | MD04G1144100 | 3 × 10−90 | AT2G37970 | ATHBP2 | SOUL heme-binding family protein | L |
| MDP0000159766 | −1.08 | MD17G1265700 | 0 | AT2G42690 | alpha/beta-Hydrolases superfamily protein | L | |
| MDP0000299872 | −1.15 | MD09G1043700 | 0 | AT5G40010 | AATP1 | AAA-ATPase 1 | C |
| MDP0000317816 | −1.13 | MD04G1164500 | 8 × 10−116 | AT5G01600 | ATFER1 | Ferretin 1 | COx |
| MDP0000203813 | −1.11 | MD07G1204100 | 0 | AT3G55580 | RCC1 | Regulator of chromosome condensation | C |
| MDP0000739699 | −2.65 | MD14G1150400 | 3 × 10−50 | AT3G22840 | ELIP | Chlorophyll A-B binding family protein | HLC |
| MDP0000446914 | −1.87 | MD17G1280400 | 0 | AT2G47180 | ATGOLS1* | Galactinol synthase 1 | HLCOx |
| MDP0000595671 | −1.18 | MD03G1099300 | 3 × 10−37 | AT5G59820 | RHL41 | ZAT12 C2H2-type zinc finger family protein | HLCOx |
| MDP0000226817 | −1.27 | MD10G1110200 | 0 | AT1G17870 | EGY3* | Zinc metallopeptidase | HLOx |
| MDP0000238942 | −1.01 | MD01G1185500 | 0 | AT2G36530 | LOS2 | Enolase | LC |
| MDP0000755567 | −1.17 | MD03G1289900 | 1 × 10−21 | AT4G02380 | SAG21 | Senescence-associated gene 21 | LCOx |
| MDP0000286604 | −0.89 | MD17G1211100 | 4 × 10−15 | AT5G20230 | ATBCB | Blue-copper-binding protein | LCOx |
| MDP0000265874 | −0.87 | MD15G1253900 | 1 × 10−11 | AT1G20440 | COR47 | Cold-regulated 47 | HC |
| MDP0000166359 | −1.67 | MD06G1110300 | 2 × 10−98 | AT1G64500 | Glutaredoxin family protein | Ox | |
| MDP0000171695 | −1.87 | MD14G1014200 | 6 × 10−42 | AT3G10020 | Protein of unknown function | Ox | |
| MDP0000566567 | −2.42 | MD05G1211000 | 8 × 10−108 | AT1G78380 | ATGSTU19 | Glutathione S-transferase TAU 19 | Ox |
| MDP0000187493 | −1.76 | MD05G1211100 | 9 × 10−31 | AT1G78380 | ATGSTU19 | Glutathione S-transferase TAU 19 | Ox |
| MDP0000459010 | −1.46 | MD05G1210700 | 8 × 10−110 | AT1G78380 | ATGSTU19 | Glutathione S-transferase TAU 19 | Ox |
| MDP0000755113 | −1.03 | MD05G1210000 | 5 × 10−116 | AT1G78380 | ATGSTU19 | Glutathione S-transferase TAU 19 | Ox |
| MDP0000135807 | −1.15 | MD05G1309500 | 4 × 10−40 | AT1G28480 | Thioredoxin superfamily protein | Ox | |
| MDP0000179654 | −0.96 | MD10G1288100 | 2 × 10−41 | AT1G28480 | Thioredoxin superfamily protein | Ox | |
| MDP0000340109 | −1.26 | MD15G1395600 | 1 × 10−71 | AT1G22840 | CYTC-1 | CYTOCHROME C-1 | Ox |
| MDP0000205322 | −1.02 | MD08G1213100 | 7 × 10−72 | AT1G22840 | CYTC-1 | CYTOCHROME C-1 | Ox |
| MDP0000248822 | −1.15 | MD15G1085500 | 0 | AT2G26560 | PLP2 | Phospholipase A 2 A | Ox |
| MDP0000770103 | −1.17 | MD11G1004100 | 6 × 10−137 | AT5G05340 | PRX52 | Peroxidase superfamily protein | Ox |
| MDP0000642594 | −1.13 | MD04G1139400 | 3 × 10−80 | AT3G09270 | ATGSTU8 | Glutathione S-transferase TAU 8 | Ox |
| MDP0000320982 | −1.12 | MD04G1139500 | 4 × 10−83 | AT3G09270 | ATGSTU8 | Glutathione S-transferase TAU 8 | Ox |
| MDP0000126107 | −0.87 | MD04G1104900 | 1 × 10−154 | AT3G09640 | APX2* | Ascorbate peroxidase 2 | Ox |
| MDP0000326493 | 1.06 | MD02G1013800 | 9 × 10−33 | AT4G30380 | Barwin-related endoglucanase | Ox | |
| MDP0000126601 | 1.12 | MD17G1039200 | 4 × 10−27 | AT5G14920 | GASA14 | Gibberellin-regulated family protein | Ox |
Reference sequence for probes design (Seq_id), Log ratio (LR) of differential analysis, corresponding GDDH13 gene (MD gene), Arabidopsis gene annotation (TAIR e-value, gene name and annotation), Arabidopsis GO annotation (response do heat (H), light (L), cold (C) or ROS (Ox)). *Gene regulated by AtHSFA2 according to Nishizawa et al.[41].
Figure 4Effect of cold acclimation on superficial scald incidence. (a) Schematic representation of the experimental design. Early harvested fruit were cold acclimated at 8 °C for 1 week (H1-acclim, light blue) and compared to fruit not acclimated (H1) or harvested 1 week later (H2). Fruit were stored in classic cold conditions (blue arrow) and phenotyped for scald incidence after one week of shelf-life at room temperature (orange arrow). (b) Incidence of superficial scald injuries after 4 months cold storage according to acclimation treatment and harvest stage on fruit collected from two different orchards (R06 and R11). Values are binomial proportions and confidence intervals for n = 100 and α = 0.05. (c) Effect of acclimation on relative gene expression in fruit peel samples after one day (1D) and one week (1W). Expression relatively to classic cold storage for HSP17.6CII (MD15G1053800), HSP21 (MD13G1108500), HSP90.1 (MD01G1208700), HSP101 (MD06G1201600), PAL (MD12G1116700), PR5 (MD04G1064200), FAR (MD10G1311000) and PPO (MD10G1299400). Data are mean values ± SD of n = 3 for fruit collected in both orchards R06 and R11. Snowflake image unchanged according to https://commons.wikimedia.org/wiki/File:Emojione_2744.svg, (https://creativecommons.org/licenses/by-sa/4.0/deed.en).
Figure 5Hypothetical model for pre- and post-harvest climatic effects on superficial scald incidence. Pre-harvest environmental stress and post-harvest cold acclimation activate interconnected regulation pathways (black arrows, transcription factors in black boxes). Fruit physiological status is therefore modified, in particular its redox status (physiological process in green boxes), which can counteract the oxidative stress due to cold storage (red arrow) and limit scald. The model involves the integration of the different signals at the ROS production level and feed-back through the ROS signalling hub[76] (dash arrow). Sacrificial antioxidants include housekeeping compounds such as proline, as well as secondary compounds such as flavonoids[56]. The ROS processing system involves compounds and enzymes allowing repeated redox-cycling such as those involved in the glutathione-ascorbate cycle[71]. PR5 gene expression may be correlated with the increasing stress status of fruit during cold storage. PSI and PSII, photosystems I and II; ROS reactive oxygen species; SL, shelf life.