| Literature DB >> 26719904 |
Zongying Zhang1,2, Shenghui Jiang1,2, Nan Wang1,2, Min Li1,2, Xiaohao Ji1,2, Shasha Sun1,2, Jingxuan Liu1,2, Deyun Wang1,2, Haifeng Xu1,2, Sumin Qi3, Shujing Wu1,2, Zhangjun Fei4, Shouqian Feng1,2, Xuesen Chen1,2.
Abstract
Apple is one of the most economically important horticultural fruit crops worldwide. It is critical to gain insights into fruit ripening and softening to improve apple fruit quality and extend shelf life. In this study, forward and reverse suppression subtractive hybridization libraries were generated from 'Taishanzaoxia' apple fruits sampled around the ethylene climacteric to isolate ripening- and softening-related genes. A set of 648 unigenes were derived from sequence alignment and cluster assembly of 918 expressed sequence tags. According to gene ontology functional classification, 390 out of 443 unigenes (88%) were assigned to the biological process category, 356 unigenes (80%) were classified in the molecular function category, and 381 unigenes (86%) were allocated to the cellular component category. A total of 26 unigenes differentially expressed during fruit development period were analyzed by quantitative RT-PCR. These genes were involved in cell wall modification, anthocyanin biosynthesis, aroma production, stress response, metabolism, transcription, or were non-annotated. Some genes associated with cell wall modification, anthocyanin biosynthesis and aroma production were up-regulated and significantly correlated with ethylene production, suggesting that fruit texture, coloration and aroma may be regulated by ethylene in 'Taishanzaoxia'. Some of the identified unigenes associated with fruit ripening and softening have not been characterized in public databases. The results contribute to an improved characterization of changes in gene expression during apple fruit ripening and softening.Entities:
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Year: 2015 PMID: 26719904 PMCID: PMC4697835 DOI: 10.1371/journal.pone.0146061
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Fruit firmness and ethylene production in apple ‘Taishanzaoxia’ during the fruit development period.
(A) Ethylene production rate, (B) Fruit firmness, (C) Samples used for SSH construction.
Summary statistics for the forward and reverse SSH libraries.
| Name of library | Tester | Driver | No. of clones | High quality sequence | No. of contigs | No. of singletons | No. of unigenes | Description of transcript clones |
|---|---|---|---|---|---|---|---|---|
| Forward library | 70 DAFB | 60 DAFB | 504 | 451 | 51 | 305 | 356 | Up-regulated in flesh tissues |
| Reverse library | 60 DAFB | 70 DAFB | 528 | 467 | 47 | 276 | 323 | Down-regulated in flesh tissues |
| Total | — | — | 1032 | 918 | 67 | 581 | 648 | Differentially expressed in flesh tissues |
Note:
a means 32 contigs were consisted with ESTs from both forward and reverse library.
Fig 2Distribution of the number of EST members in each unigene.
Fig 3Annotation statistics for unigenes.
Unigenes annotated as known proteins with E-value threshold 9E−6. Total numbers of unigenes, and unigenes unmatched in BLAST searches, without annotation and with annotation were presented. The unigenes were annotated with GO terms and grouped in three major categories: biological progress, molecular function and cellular component.
Fig 4(A) Functional classification of differentially expressed unigenes into GO slim categories. (B) Expression analysis of selected unigenes during the fruit development period.
CAD: cinnamyl alcohol dehydrogenase, 4CL: 4-coumarate-CoA ligase, ANR: anthocyanidin reductase-like, C4H: cinnamic acid hydroxylase, FAD2: fatty acid desaturase 2, FAD5: fatty acid desaturase 5, LOX: lipoxygenase, AM: β-amylase.
Genes differentially expressed during apple fruit ripening and softening.
| Unigene No. | Length(bp) | Accession No. | Annotation | Origanism of Best Homology | E-Value | Source |
|---|---|---|---|---|---|---|
| Cell wall modification | ||||||
| UN061 | 746 | MDP0000144790 | xyloglucan endotransglucosylase/hydrolase 10 | Malus x domestica | 0 | FS |
| UN088 | 499 | MDP0000320366 | probable exocyst complex component 6 | Malus x domestica | 2E-176 | RS |
| UN203 | 378 | MDP0000157209 | cinnamyl alcohol dehydrogenase | Malus x domestica | 3E-115 | RS |
| UN286 | 404 | MDP0000162904 | pectinesterase-like | Malus x domestica | 7E-98 | RS |
| UN289 | 509 | MDP0000277149 | Pectate lyase precursor | Malus x domestica | 1E-177 | RS |
| UN313 | 428 | MDP0000408971 | annexin D1 | Malus x domestica | 1E-105 | RS |
| UN357 | 350 | MDP0000225360 | beta-galactosidase | Malus x domestica | 8E-45 | FS |
| UN402 | 459 | MDP0000168331 | 40S ribosomal protein S14 | Malus x domestica | 2E-101 | FS |
| UN438 | 421 | MDP0000525232 | probable protein phosphatase 2C 59 | Malus x domestica | 6E-83 | FS |
| UN463 | 479 | MDP0000218946 | β-1,3-galactosyltransferase 2 | Malus x domestica | 1E-115 | FS |
| UN469 | 803 | MDP0000866084 | β-D-galactosidase | Malus x domestica | 0 | FS |
| UN565 | 500 | MDP0000320017 | xyloglucan endotransglycosylase 2 | Malus x domestica | 2E-139 | FS |
| UN641 | 412 | MDP0000295562 | Glucan endo-1,3-β—glucosidase precursor | Malus x domestica | 3E-103 | FS |
| Anthocyanin biosynthesis | ||||||
| UN011 | 531 | MDP0000195254 | snakin-1 | Malus x domestica | 1E-149 | FS |
| UN015 | 834 | MDP0000221213 | anthocyanidin reductase-like | Malus x domestica | 0 | RS |
| UN043 | 779 | MDP0000478473 | cytochrome P450 716B2-like | Malus x domestica | 0 | FS |
| UN054 | 880 | MDP0000321833 | calreticulin-3-like | Malus x domestica | 0 | FS |
| UN368 | 700 | MDP0000248148 | glucosyltransferase | Malus x domestica | 0 | FS |
| UN422 | 751 | MDP0000593031 | UDP-glycosyltransferase 87A2-like | Malus x domestica | 0 | FS |
| UN459 | 363 | MDP0000371499 | isoflavone reductase-like protein 6 | Malus x domestica | 5E-31 | FS |
| UN481 | 493 | MDP0000219282 | glycosyltransferase UGT88A1 | Malus x domestica | 1E-44 | FS |
| UN499 | 318 | MDP0000523205 | naringenin,2-oxoglutarate 3-dioxygenase | Malus x domestica | 3E-180 | FS |
| UN504 | 393 | MDP0000229348 | cinnamic acid hydroxylase | Malus x domestica | 3E-131 | FS |
| UN511 | 879 | MDP0000568913 | anthranilate N-hydroxycinnamoyl/benzoyltransferase | Malus x domestica | 0 | FS |
| UN514 | 391 | MDP0000277093 | 4-coumarate-CoA ligase | Malus x domestica | 2E-27 | FS |
| Aroma production | ||||||
| UN046 | 402 | MDP0000284275 | fatty acid desaturase 2 | Malus x domestica | 9E-147 | FS |
| UN114 | 222 | MDP0000806502 | 4-hydroxyphenylpyruvate dioxygenase | Malus x domestica | 1E-104 | RS |
| UN118 | 650 | MDP0000184619 | GDSL esterase/lipase | Malus x domestica | 0 | RS |
| UN244 | 278 | MDP0000753547 | lipoxigenase | Malus x domestica | 5E-95 | FS |
| UN316 | 557 | MDP0000233141 | acetyl-CoA carboxylase | Malus x domestica | 2E-111 | RS |
| UN346 | 416 | MDP0000412263 | probable ribose-5-phosphate isomerase | Malus x domestica | 5E-62 | FS |
| UN393 | 557 | MDP0000169311 | linoleate 13S-lipoxygenase 2–1 | Malus x domestica | 7E-136 | FS |
| UN414 | 443 | MDP0000295806 | aspartate aminotransferase 2 | Malus x domestica | 3E-103 | FS |
| UN474 | 496 | MDP0000279839 | O-methyltransferase | Malus x domestica | 2E-151 | FS |
| UN510 | 231 | MDP0000129670 | fatty acid desaturase 5 | Malus x domestica | 8E-07 | FS |
| UN536 | 522 | MDP0000298646 | cytochrome P450 | Malus x domestica | 0 | FS |
| UN599 | 822 | XM_008369286.1 | DNA-(apurinic or apyrimidinic site) lyase | Malus x domestica | 0 | FS |
| Stress response | ||||||
| UN029 | 410 | MDP0000867730 | high molecular weight heat shock protein | Malus x domestica | 7E-21 | FS |
| UN044 | 821 | MDP0000207137 | glutathione peroxidase 8 | Malus x domestica | 0 | RS |
| UN055 | 468 | MDP0000128468 | abscisic stress ripening protein | Malus x domestica | 4E-69 | RS |
| UN112 | 307 | MDP0000764121 | cysteine protease | Malus x domestica | 9E-174 | RS |
| UN137 | 363 | MDP0000198482 | glyceraldehyde-3-phosphate dehydrogenase | Malus x domestica | 4E-53 | RS |
| UN180 | 346 | MDP0000150587 | putative aconitase | Malus x domestica | 0 | RS |
| UN254 | 520 | MDP0000625137 | protein disulfide isomerase | Malus x domestica | 3E-150 | RS |
| UN403 | 479 | MDP0000260947 | aldehyde dehydrogenase | Malus x domestica | 0 | FS |
| UN523 | 434 | MDP0000413395 | NADH-cytochrome b5 reductase-like protein | Malus x domestica | 2E-104 | FS |
| UN567 | 533 | MDP0000120022 | Acid phosphatase 1 precursor | Malus x domestica | 1E-180 | FS |
| UN586 | 412 | MDP0000519575 | peroxiredoxin | Malus x domestica | 0 | FS |
| UN609 | 798 | MDP0000239328 | methylmalonate-semialdehyde dehydrogenase | Malus x domestica | 0 | FS |
| Transcription | ||||||
| UN041 | 584 | MDP0000295589 | ARF domain class transcription factor | Malus x domestica | 0 | FS |
| UN212 | 410 | MDP0000534977 | TCP domain class transcription factor | Malus x domestica | 1E-133 | RS |
| UN386 | 856 | MDP0000262032 | NAC domain class transcription factor | Malus x domestica | 0 | FS |
| UN490 | 444 | MDP0000517257 | ethylene response factor 2 | Malus x domestica | 9E-70 | FS |
| UN496 | 666 | MDP0000013331 | MADS-box protein | Malus x domestica | 0 | FS |
| UN575 | 521 | MDP0000269701 | DNA-directed RNA polymerase subunit | Malus x domestica | 6E-176 | FS |
| UN596 | 482 | MDP0000261131 | F-box family protein | Malus x domestica | 6E-142 | FS |
| UN600 | 493 | MDP0000410728 | transcription factor bHLH137 | Malus x domestica | 2E-58 | FS |
| Metabolism | ||||||
| UN018 | 326 | MDP0000195885 | 1-aminocyclopropane-1-carboxylate oxidase 1 | Malus x domestica | 3E-158 | FS |
| UN030 | 541 | MDP0000793077 | cobalamine-independent methionine synthase | Malus x domestica | 5E-115 | FS |
| UN070 | 816 | MDP0000661864 | phosphoenolpyruvate carboxylase kinase | Malus x domestica | 0 | RS |
| UN166 | 514 | MDP0000293776 | phosphofructokinase beta subunit | Malus x domestica | 0 | RS |
| UN437 | 490 | MDP0000196961 | β-amylase | Malus x domestica | 1E-140 | FS |
| UN542 | 284 | MDP0000221561 | malic enzyme | Malus x domestica | 2E-153 | FS |
| Transport | ||||||
| UN199 | 325 | MDP0000281884 | sugar transporter | Malus x domestica | 2E-23 | RS |
| UN302 | 695 | MDP0000312731 | thioredoxin domain-containing protein 9 | Malus x domestica | 0 | RS |
| UN306 | 570 | MDP0000767304 | ADP-ribosylation factor | Malus x domestica | 0 | RS |
| UN309 | 499 | MDP0000181026 | Endoplasmic reticulum vesicle transporter protein | Malus x domestica | 5E-47 | RS |
| Not annotated | ||||||
| UN376 | 414 | MDP0000223932 | hypothetical protein | Malus x domestica | 2E-144 | FS |
| UN525 | 400 | MDP0000233440 | uncharacterized protein | Malus x domestica | 6E-86 | FS |
Note:
* means unigenes chosen for qRT-PCR analysis.
Gene expression statistics during the fruit development period.
| Gene name | Soure |
|
| Correlation with ethylene |
|---|---|---|---|---|
|
| FS | 3 | 97 | 0.780 |
|
| FS | 30 | 70 | 0.898 |
|
| RS | 40 | 60 | 0.710 |
|
| FS | 2 | 98 | 0.949 |
|
| FS | 7 | 93 | 0.812 |
|
| RS | 24 | 76 | 0.863 |
|
| FS | 26 | 74 | 0.822 |
|
| RS | 42 | 58 | -0.026 |
|
| FS | 37 | 63 | 0.511 |
|
| FS | 40 | 60 | 0.921 |
|
| FS | 22 | 78 | 0.962 |
|
| FS | 10 | 90 | -0.008 |
|
| RS | 36 | 64 | 0.172 |
|
| FS | 32 | 68 | 0.654 |
|
| FS | 0 | 100 | 0.909 |
|
| RS | 35 | 65 | 0.552 |
|
| RS | 46 | 54 | 0.151 |
|
| FS | 32 | 68 | 0.258 |
|
| FS | 30 | 70 | 0.757 |
|
| FS | 0 | 100 | 0.917 |
|
| FS | 34 | 66 | 0.753 |
|
| FS | 80 | 20 | -0.849 |
|
| FS | 39 | 61 | 0.702 |
|
| RS | 26 | 74 | 0.632 |
|
| FS | 42 | 58 | 0.198 |
|
| FS | 23 | 77 | 0.869 |
Note:
* means the significant level of 5% and
** means the significant level of 1%.