| Literature DB >> 35723392 |
Jiyu Zhang1, Tao Wang1, Fan Zhang1, Yongzhi Liu1, Gang Wang1.
Abstract
Pecan is one of the most popular nut species in the world. The fruit drop rate of the pecan 'Pawnee' is more than 57%, with four fruit drop stages, which is very serious. In this study, we conducted transcriptomic profiling of persisting and abscised fruitlets in early fruit development by RNA-seq. A total of 11,976 differentially expressed genes (DEGs) were identified, 3012 upregulated and 8964 downregulated, in a comparison of abscised vs. persisting fruitlets at 35 days after anthesis (DAA). Our transcriptomic data suggest that gene subsets encoding elements involving the biosynthesis, metabolism, perception, signal transduction, and crosstalk of the plant hormones abscisic acid (ABA), auxin, cytokinin, ethylene, and gibberellin (GA) and plant growth regulators jasmonates, salicylic acid, and brassinosteroids were differentially expressed. In addition, the majority of transcriptionally activated genes involved in hormone signaling (except for ethylene and salicylic acid signaling) were downregulated in abscised fruitlets. The differential expression of transcripts coding for enzymes involved in sucrose, glucose, trehalose, starch, galactose, and galactinol metabolism shows that sucrose, galactinol, and glucose synthesis and starch content were reduced as starch biosynthesis was blocked, and retrogradation and degradation intensified. These results suggest that the abscised pecan fruitlets stopped growing and developing for some time before dropping, further indicating that their sugar supply was reduced or stopped. The transcriptome characterization described in this paper contributes to unravelling the molecular mechanisms and pathways involved in the physiological abscission of pecan fruits.Entities:
Keywords: abscised fruitlet; carbohydrate metabolism; pecan; plant hormone
Year: 2021 PMID: 35723392 PMCID: PMC8929008 DOI: 10.3390/cimb44010013
Source DB: PubMed Journal: Curr Issues Mol Biol ISSN: 1467-3037 Impact factor: 2.976
Figure 1Analysis of pecan ‘Pawnee’ fruit development and drop dynamics. Black dot line indicates the fruit development dynamic trend. Mean values (±SD) of three biological replicates are shown. DAA, days after anthesis.
Sequencing and statistics of transcriptome data of two groups with reference genome (Cil.genome.fa).
| Group Name | Persisting Fruitlets (P1) | Abscised Fruitlets (A1) |
|---|---|---|
| No. of clean bases (×108) | 68.24 ± 1.00 | 56.40 ± 0.69 |
| No. of total reads (×106) | 45.30 ± 0.68 | 37.48 ± 0.47 |
| No. of mapped reads (×106) | 42.57 ± 0.65 | 35.32 ± 0.40 |
| Mapped percentage (%) | 93.98 ± 0.0.3 | 94.25 ± 0.16 |
| No. of unique mapped reads (×106) | 41.45 ± 0.62 | 34.39 ± 0.47 |
| No. of sequenced reference genes | 24,307 ± 73 | 21,723 ± 360 |
| Percentage of sequenced reference genes (%) | 78.23 ± 0.24 | 69.91 ± 1.16 |
| No. of sequenced novel genes | 1874.00 ± 14.73 | 1701.33 ± 22.68 |
| Percentage of sequenced novel genes (%) | 89.80 ± 0.71 | 81.52 ± 1.09 |
| Sequenced total genes | 26,181.00 ± 88.10 | 23,424.33 ± 382.98 |
| Percentage of sequenced total genes (%) | 78.96 ± 0.27 | 70.64 ± 1.15 |
Figure 2GO functional classification annotation of differentially expressed genes of pecan in comparison of abscised fruitlets vs. persisting fruitlets at 35 DAA.
Figure 3Top KEGG pathways mapping enriched differential progress.
KEGG pathways mapping enriched differential progress (p < 0.01).
| Pathway | DEGs | q-Value | Pathway ID | |
|---|---|---|---|---|
| Biosynthesis of secondary metabolites | 306 | 8.64 × 10−8 | 1.11 × 10−5 | ko01110 |
| Metabolic pathways | 492 | 1.50 × 10−6 | 9.69 × 10−5 | ko01100 |
| Plant–pathogen interaction | 120 | 9.58 × 10−5 | 0.004 | ko04626 |
| Monoterpenoid biosynthesis | 11 | 2.94 × 10−4 | 0.009 | ko00902 |
| Starch and sucrose metabolism | 41 | 6.91 × 10−4 | 0.018 | ko00500 |
| Valine, leucine, and isoleucine degradation | 19 | 1.99 × 10−3 | 0.043 | ko00280 |
| Carotenoid biosynthesis | 16 | 2.40 × 10−3 | 0.044 | ko00906 |
| DNA replication | 18 | 3.64 × 10−3 | 0.059 | ko03030 |
| Galactose metabolism | 22 | 5.96 × 10−3 | 0.083 | ko00052 |
| Plant hormone signal transduction | 67 | 6.40 × 10−3 | 0.083 | ko04075 |
Identified differentially expressed proteins involved in plant hormone signal transduction (ko04075).
| Gene ID | Description | Symbol | Name | log2(A/P) | |
|---|---|---|---|---|---|
| Abscisic acid | |||||
| CIL1308S0009 | Abscisic acid receptor PYL9 | PYR/PYL | PYL9 | −1.938 | 4.18 × 10−15 |
| CIL1506S0033 | Protein phosphatase 2C 53 | PP2C | HAB1 | −2.868 | 6.3 × 10−9 |
| CIL1317S0086 | Protein phosphatase 2C 16 | PP2C | HAB1 | −1.024 | 0.029075 |
| CIL1562S0028 | Protein phosphatase 2C 75 | PP2C | AHG1 | −2.910 | 2.89 × 10−8 |
| CIL0302S0016 | Serine/threonine-protein kinase SAPK7 | SnRK2 | SRK2H | −2.478 | 6.01 × 10−8 |
| CIL0409S0006 | Serine/threonine-protein kinase SAPK2 | SnRK2 | SAPK2 | −7.128 | 2.1 × 10−9 |
| CIL0045S0005 | ABSCISIC ACID-INSENSITIVE 5-like protein 5 | ABF | DPBF3 | 2.287 | 1.66 × 10−59 |
| CIL1371S0045 | ABSCISIC ACID-INSENSITIVE 5-like protein 6 | ABF | ABF2 | −2.671 | 1.13 × 10−6 |
| CIL1387S0048 | ABSCISIC ACID-INSENSITIVE 5-like protein 2 | ABF | DPBF3 | −1.484 | 0.000172 |
| Auxin | |||||
| CIL1565S0004 | Auxin transporter-like protein 3 | AUX1 | LAX3 | 1.772 | 1.09 × 10−7 |
| CIL1464S0004 | TRANSPORT INHIBITOR RESPONSE protein | TIR | TIR1 | −2.584 | 3.62 × 10−6 |
| CIL0202S0015 | Auxin-responsive protein IAA16-like | AUX/IAA | IAA16 | −16.109 | 3.02 × 10−23 |
| CIL0203S0027 | Auxin-responsive protein IAA9-like | AUX/IAA | IAA9 | −3.587 | 1.04 × 10−39 |
| CIL0344S0014 | Auxin-responsive protein IAA18-like | AUX/IAA | IAA26 | −2.671 | 2.16 × 10−11 |
| CIL0732S0001 | Auxin-responsive protein IAA9-like | AUX/IAA | IAA9 | −10.617 | 0.000112 |
| CIL1268S0077 | Auxin-responsive protein IAA27-like | AUX/IAA | IAA8 | −3.986 | 6.35 × 10−5 |
| CIL1294S0084 | Auxin-responsive protein IAA20-like | AUX/IAA | IAA20 | −9.765 | 0.001964 |
| CIL1320S0049 | Auxin-responsive protein IAA27-like | AUX/IAA | IAA27 | −4.217 | 2.06 × 10−11 |
| CIL1358S0014 | Auxin-responsive protein IAA29-like | AUX/IAA | IAA11 | −10.951 | 8.53 × 10−7 |
| CIL1490S0013 | Auxin response factor 18 | ARF | ARF9 | −8.323 | 1.83 × 10−54 |
| CIL1564S0002 | Auxin response factor 9 | ARF | ARF9 | −3.530 | 1.08 × 10−38 |
| CIL1354S0026 | Auxin response factor 19 | ARF | ARF7 | −2.515 | 3.06 × 10−13 |
| CIL1313S0055 | Probable indole-3-acetic acid-amido synthetase GH3.6 | GH3 | GH3.6 | 2.440 | 5.86 × 10−18 |
| CIL1405S0075 | Indole-3-acetic acid-amido synthetase GH3.6 | GH3 | GH3.6 | −4.055 | 6.98 × 10−7 |
| CIL1456S0019 | Probable indole-3-acetic acid-amido synthetase GH3.1 | GH3 | GH3.1 | −2.721 | 1.89 × 10−6 |
| CIL1295S0016 | Auxin-responsive protein SAUR36 | SAUR | SAUR36 | 3.508 | 3.6 × 10−26 |
| CIL0367S0005 | Auxin-induced protein X15 | SAUR | SAUR50 | −3.078 | 0.003923 |
| MSTRG.7503 | Auxin-responsive protein SAUR32 | SAUR | SAUR32 | 6.343 | 4.96 × 10−90 |
| CIL1294S0056 | Indole-3-acetic acid-induced protein ARG7 | SAUR | SAUR36 | 10.129 | 0.000393 |
| Cytokinin | |||||
| CIL1595S0016 | Histidine kinase 2 | CRE1 | AHK2 | −4.205 | 3.31 × 10−19 |
| CIL1384S0015 | Histidine kinase 2 | CRE1 | AHK2 | −1.934 | 0.004026 |
| CIL0037S0021 | Histidine-containing phosphotransfer protein 1 | AHP | AHP1 | −12.078 | 3.11 × 10−9 |
| CIL1268S0039 | Histidine-containing phosphotransfer protein 4 | AHP | PHP5 | −6.299 | 2.73 × 10−5 |
| CIL1268S0040 | Histidine-containing phosphotransfer protein 4 | AHP | AHP4 | 10.326 | 1.02 × 10−6 |
| CIL1369S0025 | Histidine-containing phosphotransfer protein 1 | AHP | AHP1 | −1.748 | 3.06 × 10−9 |
| MSTRG.14062 | Histidine-containing phosphotransfer protein 1 | AHP | AHP1 | 1.101 | 0.001041 |
| CIL1575S0022 | Two-component response regulator ARR12 | B-ARR | RR23 | −2.035 | 5.52 × 10−13 |
| CIL0004S0012 | Two-component response regulator ARR8 | A-ARR | ARR8 | −11.423 | 0.000187 |
| CIL0338S0017 | Two-component response regulator ARR9 | A-ARR | ARR9 | −1.943 | 0.030964 |
| CIL1308S0026 | Two-component response regulator ARR5 | A-ARR | ARR4 | −4.320 | 2.19 × 10−12 |
| CIL1596S0045 | Two-component response regulator ARR5 | A-ARR | ARR15 | −5.520 | 3.19 × 10−12 |
| Ethylene | |||||
| CIL1354S0046 | Ethylene-responsive transcription factor 1B | EBF1/2 | ERF1B | 2.436 | 0.000283 |
| CIL1358S0043 | EIN3-binding F-box protein 1 | EBF1/2 | EBF2 | 2.280 | 7.01 × 10−36 |
| CIL1493S0026 | Ethylene receptor 2 | ETR | ETR2 | 4.072 | 1.15 × 10−73 |
| Gibberellin | |||||
| CIL1324S0067 | DELLA protein SLN1 | DELLA | GAI1 | −3.061 | 1.6 × 10−16 |
| CIL1294S0080 | Transcription factor PIF3 | TF | PIL15 | −5.458 | 8.24 × 10−14 |
| CIL1495S0010 | Transcription factor PIF1 | TF | PIF1 | 2.298 | 5.46 × 10−8 |
| Brassinosteroid | |||||
| CIL1492S0038 | BRASSINOSTEROID INSENSITIVE 1-associated receptor kinase 1 | BAK1 | BAK1 | 1.609 | 1.12 × 10−22 |
| CIL1312S0044 | Brassinosteroid LRR receptor kinase | BRI1 | CURL3 | −8.773 | 1.46 × 10−58 |
| MSTRG.23225 | Serine/threonine-protein kinase | BSK | BSK1 | −1.699 | 0.003421 |
| CIL1383S0002 | BES1/BZR1 homolog protein 2 | BZR1/2 | BEH2 | −1.441 | 0.013346 |
| CIL0182S0015 | HMA domain-containing protein | BZR1/2 | – | 5.157 | 0.000157 |
| CIL1577S0019 | Xyloglucan endotransglucosylase/hydrolase protein 22 | TCH4 | XTH22 | −3.772 | 2.16 × 10−5 |
| CIL1371S0059 | Cyclin-D3-1 | CYCD3 | CYCD3-3 | −11.257 | 4 × 10−9 |
| JA | |||||
| CIL1295S0055 | Protein TIFY 10A | JAZ | TIFY10B | 2.236 | 3.57 × 10−13 |
| CIL1338S0009 | Protein TIFY 6B | JAZ | TIFY6B | −4.081 | 4.52 × 10−18 |
| CIL1390S0024 | Protein TIFY 6B | JAZ | TIFY6B | −5.604 | 1.59 × 10−14 |
| CIL1565S0018 | Protein TIFY 6B | JAZ | TIFY6B | −3.637 | 1.25 × 10−12 |
| MSTRG.9204 | Protein TIFY 10A | JAZ | – | −3.812 | 0.016461 |
| CIL1399S0034 | Transcription factor MYC2 | MYC2 | BHLH14 | −3.273 | 9.07 × 10−10 |
| MSTRG.9232 | Transcription factor MYC4 | MYC2 | MYC4 | 6.314 | 2 × 10−22 |
| SA | |||||
| CIL1326S0021 | Transcription factor TGA7-like | TGA | TGA7 | 1.407 | 1.05 × 10−15 |
| CIL0037S0002 | Pathogenesis-related protein 1 | PR-1 | PRB1 | 8.827 | 1.24 × 10−60 |
| CIL0037S0003 | Pathogenesis-related protein 1 | PR-1 | PRB1 | 3.015 | 1.31 × 10−16 |
| CIL0037S0006 | Pathogenesis-related protein 1 | PR-1 | At2g14610 | 8.831 | 1.4 × 10−139 |
| CIL0037S0007 | Basic form of pathogenesis-related protein 1 | PR-1 | PRMS | 10.196 | 6.07 × 10−5 |
| CIL0232S0001 | Pathogenesis-related protein 1 | PR-1 | PRB1 | −4.242 | 9.5 × 10−24 |
Response of transcription factors in comparison of A1 vs. P1.
| Category | Total | Upregulated | Downregulated |
|---|---|---|---|
| MYB | 40 | 10 | 30 |
| NAC | 24 | 13 | 11 |
| bHLH | 24 | 4 | 20 |
| WRKY | 24 | 17 | 7 |
| bZIP | 4 | 1 | 3 |
| C2 | 2 | 0 | 2 |
| C2H2 | 1 | 0 | 1 |
| MADS | 3 | 0 | 3 |
| ERF | 25 | 11 | 14 |
| AUX/IAA | 25 | 4 | 21 |
| zinc finger | 69 | 15 | 54 |
| B3 | 4 | 1 | 4 |
Figure 4Analysis of plant hormone content in abscised and persisting fruitlets at 35 and 48 DAA. P1, persisting fruitlets at 35 DAA; P2, persisting fruitlets at 48 DAA; A1, abscised fruitlets at 35 DAA; A2, abscised fruitlets at 48 DAA. Statistically significant differences were calculated with GraphPad Prism 7.00. Data represent average ± SD of three biological repeats with three measurements. * Significant differences at p < 0.05; ** significant differences at p < 0.01; *** significant differences at p < 0.001.
Starch and sucrose metabolism and galactose metabolism.
| Gene ID | Description | EC No. | Symbol | log2(fc) | |
|---|---|---|---|---|---|
| CIL1395S0001 | Alpha-glucosidase | 3.2.1.20 | – | 1.594 | 0.012 |
| MSTRG.2545 | Alpha-glucosidase | 3.2.1.20 | Os06g0675700 | 1.429 | 2.71 × 10−8 |
| CIL1595S0049 | Glucose-1-phosphate adenylyltransferase | 2.7.7.27 | glgC | −2.746 | 2.81 × 10−16 |
| CIL0203S0004 | Glucose-1-phosphate adenylyltransferase | 2.7.7.27 | glgC | −3.281 | 1.24 × 10−10 |
| MSTRG.12720 | Alpha-amylase-like isoform X1 | 3.2.1.1 | AMY1.1 | 3.719 | 1.74 × 10−76 |
| MSTRG.2528 | Alpha-amylase-like isoform X1 | 3.2.1.1 | AMY1.1 | 1.358 | 6.01 × 10−13 |
| CIL1383S0034 | Glucan endo-1,3-beta-glucosidase 1 | 3.2.1.39 | At1g11820 | −3.735 | 1.49 × 10−32 |
| CIL1482S0014 | Glucan endo-1,3-beta-glucosidase 4-like | 3.2.1.39 | At3g13560 | −3.409 | 2.95 × 10−15 |
| CIL1332S0070 | Glucan endo-1,3-beta-glucosidase 5-like | 3.2.1.39 | At4g31140 | −1.632 | 4.40 × 10−4 |
| CIL1347S0008 | Glucan endo-1,3-beta-glucosidase 6 | 3.2.1.39 | At5g58090 | −6.006 | 5.41 × 10−32 |
| CIL1359S0017 | Hexokinase-3-like [Juglans regia] | 2.7.1.1 | At1g50460 | −1.211 | 3.43 × 10−3 |
| MSTRG.14644 | Hexokinase-3-like isoform X3 | 2.7.1.1 | At1g50460 | −2.125 | 2.03 × 10−7 |
| CIL1459S0007 | Hexokinase-3-like isoform X2 | 2.7.1.1 | At1g50460 | −2.411 | 5.93 × 10−7 |
| CIL0282S0003 | Hexokinase-1-like isoform X2 | 2.7.1.1 | HXK1 | 1.958 | 1.53 × 10−12 |
| CIL1518S0008 | Hexokinase-2 | 2.7.1.1 | HXK2 | −2.598 | 0.005 |
| CIL1568S0010 | Probable fructokinase-7 | 2.7.1.4 | At5g51830 | 2.623 | 2.65 × 10−36 |
| CIL0508S0004 | Beta-glucosidase 12-like isoform X3 | 3.2.1.21 | BGLU12 | −3.745 | 0.003 |
| CIL1537S0001 | Beta-glucosidase 12-like | 3.2.1.21 | BGLU12 | −8.471 | 5.16 × 10−51 |
| CIL0493S0002 | Beta-glucosidase 12-like | 3.2.1.21 | BGLU13 | 11.919 | 2.12 × 10−11 |
| MSTRG.6474 | Beta-glucosidase 12-like | 3.2.1.21 | BGLU13 | 10.737 | 1.03 × 10−7 |
| CIL0508S0002 | Beta-glucosidase 13-like isoform X2 | 3.2.1.21 | BGLU13 | −2.922 | 1.26 × 10−4 |
| MSTRG.7161 | Beta-glucosidase 12-like | 3.2.1.21 | BGLU24 | −9.010 | 1.78 × 10−54 |
| CIL1405S0071 | Beta glucosidase 41 isoform 2 | 3.2.1.21 | BGLU25 | −3.444 | 1.12 × 10−11 |
| CIL0391S0004 | Beta-glucosidase 42 isoform X1 | 3.2.1.21 | BGLU42 | −4.571 | 2.02 × 10−52 |
| CIL1320S0039 | Beta-glucosidase 47-like isoform X1 | 3.2.1.21 | BGLU47 | 4.020 | 9.97 × 10−18 |
| CIL1407S0038 | Endoglucanase 8-like | 3.2.1.4 | CEL1 | −6.822 | 8.06 × 10−27 |
| MSTRG.23283 | Beta-glucosidase | 3.2.1.21 | RE1 | 2.092 | 1.75 × 10−3 |
| CIL1317S0076 | Beta-fructofuranosidase | 3.2.1.26 | CWINV1 | 4.017 | 8.53 × 10−14 |
| CIL1506S0011 | Beta-fructofuranosidase | 3.2.1.26 | CWINV3 | −5.878 | 1.01 × 10−4 |
| CIL1264S0043 | Acid beta-fructofuranosidase-like | 3.2.1.26 | INV*DC4 | −3.426 | 1.78 × 10−25 |
| CIL0525S0001 | Nudix hydrolase 14, chloroplastic | 3.6.1.21 | NUDT14 | −1.662 | 8.32 × 10−4 |
| CIL1568S0006 | Phosphoglucomutase, chloroplastic | 5.4.2.2 | PGMP | −1.205 | 0.011 |
| CIL0360S0002 | Sucrose-phosphate synthase 1 | 2.4.1.14 | SPS1 | −1.765 | 8.57 × 10−3 |
| CIL1271S0008 | Sucrose-phosphate synthase 1 | 2.4.1.14 | SPS1 | −7.197 | 1.16 × 10−29 |
| CIL1417S0045 | 1,4-alpha-glucan-branching enzyme 3 | 2.4.1.18 | GBE3, glgB, SBE3 | −4.466 | 5.87 × 10−16 |
| CIL1531S0004 | 1,4-alpha-glucan-branching enzyme 1 | 2.4.1.18 | GBE3, glgB, SBEI | −2.321 | 4.31 × 10−18 |
| CIL0218S0017 | Granule-bound starch synthase 1 | 2.4.1.242 | WAXY, GBSS1 | −3.748 | 8.21 × 10−14 |
| CIL0389S0009 | Granule-bound starch synthase 1 | 2.4.1.242 | WAXY, GBSS1 | −12.135 | 6.74 × 10−12 |
| CIL0176S0049 | Granule-bound starch synthase 2 | 2.4.1.21 | SS2 | −5.083 | 1.69 × 10−20 |
| CIL1531S0021 | Trehalose-phosphate phosphatase | 3.1.3.12 | TPP | 1.896 | 3.70 × 10−5 |
| CIL1310S0034 | Trehalose 6-phosphate synthase | 2.4.1.15 | TPS | 1.535 | 1.66 × 10−12 |
| CIL0021S0018 | Alpha-galactosidase 1-like | 3.2.1.22 | AGAL1 | −2.014 | 3.88 × 10−12 |
| CIL1429S0021 | Aldose 1-epimerase | 5.1.3.3 | Galm | 1.077 | 4.95 × 10−48 |
| CIL0309S0003 | Inositol 3-alpha-galactosyltransferase 1 | 2.4.1.123 | GOLS1 | 1.063 | 1.44 × 10−11 |
| MSTRG.21476 | Inositol 3-alpha-galactosyltransferase 1 | 2.4.1.123 | GOLS1 | −13.936 | 3.70 × 10−15 |
| MSTRG.20754 | Inositol 3-alpha-galactosyltransferase 2 | 2.4.1.123 | GOLS2 | −2.722 | 0.013 |
| MSTRG.20755 | Inositol 3-alpha-galactosyltransferase 2 | 2.4.1.123 | GOLS2 | −2.837 | 0.021 |
| CIL0344S0021 | 6-phosphofructokinase 1 | 2.7.1.1 | PFK3 | −4.090 | 2.05 × 10−8 |
| CIL1568S0006 | Phosphoglucomutase | 5.4.2.2 | PGMP | −1.205 | 0.011 |
| CIL1358S0005 | Raffinose synthase | 2.4.1.82 | RFS6 | 3.211 | 2.01 × 10−33 |
| CIL0272S0009 | UDP-glucose 4-epimerase GEPI48-like | 5.1.3.2 | UGE5 | 1.349 | 1.70 × 10−11 |
| CIL1564S0017 | UDP-glucose 4-epimerase GEPI48 | 5.1.3.2 | UGE5 | 3.159 | 8.72 × 10−43 |
| CIL1297S0013 | UDP-sugar pyrophosphorylase | 2.7.7.64 | USP | −3.752 | 4.18 × 10−8 |