| Literature DB >> 35321406 |
Sheng Yang1,2, Mudan Bai1,2, Guowei Hao1, Huangping Guo1, Baochun Fu1,2.
Abstract
Drought acts as a major abiotic stress that hinders plant growth and crop productivity. It is critical, as such, to discern the molecular response of plants to drought in order to enhance agricultural yields under droughts as they occur with increasing frequency. Pear trees are among the most crucial deciduous fruit trees worldwide, and yet the molecular mechanisms of drought tolerance in field-grown pear remain unclear. In this study, we analyzed the differences in transcriptome profiles of pear leaves, branches, and young fruits in irrigation vs field-drought conditions over the growing seasons. In total, 819 differentially expressed genes (DEGs) controlling drought response were identified, among which 427 DEGs were upregulated and 392 DEGs were downregulated. Drought responsive genes were enriched significantly in monoterpenoid biosynthesis, flavonoid biosynthesis, and diterpenoid biosynthesis. Fourteen phenylpropanoid, five flavonoid, and four monoterpenoid structural genes were modulated by field drought stress, thereby indicating the transcriptional regulation of these metabolic pathways in fruit exposed to drought. A total of 4,438 transcription factors (TFs) belonging to 30 TF families were differentially expressed between drought and irrigation, and such findings signal valuable information on transcriptome changes in response to drought. Our study revealed that pear trees react to drought by modulating several secondary metabolic pathways, particularly by stimulating the production of phenylpropanoids as well as volatile organic compounds like monoterpenes. Our findings are of practical importance for agricultural breeding programs, while the resulting data is a resource for improving drought tolerance through genetic engineering of non-model, but economically important, perennial plants. ©2022 Yang et al.Entities:
Keywords: RNA sequencing; Drought stress; Pear (Pyrus spp); Transcriptomic
Year: 2022 PMID: 35321406 PMCID: PMC8935990 DOI: 10.7717/peerj.12921
Source DB: PubMed Journal: PeerJ ISSN: 2167-8359 Impact factor: 2.984
The gene IDs and primer sequences for qRT-PCR.
| ID | Primer | 5′ to 3′ |
|---|---|---|
| gene40303 | gene40303-F | TGGAGGCAGATAGGGTGA |
| gene40303-R | CCGTGTAGGAAGCAGTCG | |
| gene10948 | gene10948-F | AGCCTTGCTTCTTATTCGTC |
| gene10948-R | ATTGCTTGAGTCCTTGCC | |
| gene1490 | gene1490-F | GTGCGATTACGAGCAAGAG |
| gene1490-R | GAGGGGATGAAGGGTTGT | |
| gene2348 | gene2348-F | GAAACCTTCACTGCCAATCT |
| gene2348-R | CTCATACCATCA ACCAACGA | |
| gene37199 | gene37199-F | GCTTGGGTGGCGTAGTAG |
| gene37199-R | TCCTCCGTAATCAGGTTCTC | |
| gene8748 | gene8748-F | ATGCGGATGAGCTGTAATG |
| gene8748-R | AGAACTTGGCGAGGAAAAC | |
| gene4671 | gene4671-F | TGGACAAGAAGAAGGCAAC |
| gene4671-R | ATGGAAGTAAATGGCGTGA | |
| gene10009 | gene10009-F | GAGATGTGAGGAGGGGAAC |
| gene10009-R | ATTCAGCCAGAGAGGCAA | |
| gene7767 | gene7767-F | GCTGGTTGCTATGCTGGT |
| gene7767-R | TGTCAAGGTGGGTGTCAGT | |
| gene39889 | gene39889-F | GAGATGTGAGGAGGGGAAC |
| gene39889-R | ATTCAGCCAGAGAGGCAA | |
| gene7760 | gene7760-F | TCGTTGGTGGAAATGTTGT |
| gene7760-R | CAGTTGTGGTTTTGCCTTC | |
| gene7261 | gene7261-F | CGATACAAGAGATGGGGAAG |
| gene7261-R | AGTCGGATTCACAGAAGCA | |
| gene16914 | gene16914-2F | TTATTCGTTGATTCGGAACTACCA |
| gene16914-2R | TCTACCTCCTCCTCCTCCTT |
Figure 1Weather conditions at the experimental site and impact of irrigation treatments on fruit weight and physiology.
(A) Daily rainfall and average temperature during the 2018 pear growth season. (B) Single fruit weight. (C) Soluble solids content.
Summary of read numbers based on the RNA-Seq data from field drought and irrigation samples.
| Sample | Clean_Reads | Total_Mapped | Multiple_Mapped | Uniquely_Mapped |
|---|---|---|---|---|
| Drought_1 | 44498956 | 32352950(72.70%) | 3292204(10.18%) | 29060746(89.82%) |
| Drought_2 | 40138692 | 29058326(72.39%) | 2929579(10.08%) | 26128747(89.92%) |
| Drought_3 | 40161076 | 27616611(68.76%) | 3020158(10.94%) | 24596453(89.06%) |
| Drought_4 | 44937140 | 32560917(72.46%) | 3313185(10.18%) | 29247732(89.82%) |
| Drought_5 | 41366108 | 29276201(70.77%) | 3178099(10.86%) | 26098102(89.14%) |
| Irrigation_l | 40866274 | 29458607(72.09%) | 3015133(10.24%) | 26443474(89.76%) |
| Irrigation_2 | 38421602 | 28293159(73.64%) | 2752309(9.73%) | 25540850(90.27%) |
| Irrigation_3 | 36898382 | 26838597(72.74%) | 2709184(10.09%) | 24129413(89.91%) |
| Irrigation_4 | 37725898 | 26256731(69.60%) | 2917913(11.11%) | 23338818(88.89%) |
| Irrigation_5 | 35740912 | 25796677(72.18%) | 2616670(10.14%) | 23180007(89.86%) |
Figure 2Principal component analysis (PCA) of the pear transcriptome of 10 samples collected from field drought and irrigation pear trees.
Figure 3Differential expression analysis.
(A) Venn diagram of DEGs between drought and irrigation treatment. (B) Heat map of the DEG expression levels. (C) Highly expressed genes (log2FoldChange < −3.5) exclusively identified in field drought samples. (D) Highly expressed genes identified exclusively in irrigation samples.
Highly expressed genes identified in samples under field drought conditions (log2FoldChange <−3.5).
| Gene_ ID | Irrigation _1.fpkm | Irrigation _2.fpkm | Irrigation _3.fpkm | Irrigation _4.fpkm | Irrigation _5.fpkm | Drought _1.fpkm | Drought _2.fpkm | Drought _3.fpkm | Drought _4.fpkm | Drought _5.fpkm | Swissprot | Description |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| gene 10948 | 0.16 | 0 | 0.06 | 0.26 | 0.41 | 0 | 0 | 0 | 0.07 | 0 | LOR6_ARATH Protein LURP-one-related 6 OS=Arabidopsis thaliana GN=At2g05910 PE=2 SV=1 | protein LURP-one- related 6-like [Pyrus x bretschneideri] |
| gene 12366 | 2.59 | 3.46 | 6.12 | 9.01 | 4.27 | 0.14 | 0.22 | 0.7 | 0.24 | 0.32 | uncharacterized protein LOC103951864 [Pyrus x bretschneideri] | |
| gene 1490 | 0.52 | 1.22 | 1.03 | 2.73 | 2.14 | 0.33 | 0 | 0.05 | 0.16 | 0.11 | WRK40_ARATH Probable WRKY transcription factor 40 OS=Arabidopsis thaliana GN=WRKY40 PE=1 SV=1 | WRKY transcription factor 18 [Pyrus x bretschneideri] |
| gene 15293 | 0.18 | 0.17 | 0.39 | 0.36 | 0.13 | 0 | 0.03 | 0 | 0.04 | 0 | ACA12_ARATH Calcium- transporting ATPase 12, plasma membrane-type OS=Arabidopsis thaliana GN=ACA12 PE=2 SV=1 | calcium-transporting ATPase 12, plasma membrane-type-like [Pyrus x bretschneideri] |
| gene 16914 | 2.37 | 3.21 | 12.8 | 6.9 | 4.92 | 0.74 | 0.19 | 0 | 0.85 | 0 | protein NIM1-INTERACTING 1 [Pyrus x bretschneideri] | |
| gene 18080 | 0.55 | 0.22 | 0.23 | 0.2 | 0.17 | 0.05 | 0 | 0.06 | 0 | 0 | RKD4_ARATH Protein RKD4 OS=Arabidopsis thaliana GN=RKD4 PE=3 SV=1 | uncharacterized protein LOC103948099 [Pyrus x bretschneideri] |
| gene 18198 | 0.42 | 0.61 | 3.77 | 2.83 | 0.09 | 0 | 0 | 0.45 | 0.11 | 0.11 | YE04_SCHPO Uncharacterized RNA-binding protein C17H9.04c OS=Schizosaccharomyces pombe (strain 972/ATCC 24843) GN=SPAC17H9.04c PE=1 SV=1 | uncharacterized RNA-binding protein C17H9.04c [Pyrus x bretschneideri] |
| gene 21231 | 0 | 0.12 | 0.86 | 0.31 | 0.46 | 0 | 0 | 0.12 | 0 | 0 | uncharacterized protein LOC103961606 [Pyrus x bretschneideri] | |
| gene 27549 | 3.17 | 3.81 | 2.73 | 1.63 | 5.48 | 0 | 0.14 | 0.04 | 0.04 | 0 | REXO4_YEAST RNA exonuclease 4 OS=Saccharomyces cerevisiae (strain ATCC 204508/S288c) GN=REX4 PE=1 SV=1 | RNA exonuclease 4 [Pyrus x bretschneideri] |
| gene 30473 | 4.38 | 5.38 | 13.7 | 9.03 | 16.2 | 0 | 0.13 | 1.09 | 0.66 | 1.09 | FRI3_SOYBN Ferritin-3, chloroplastic OS=Glycine max PE=2 SV=1 | ferritin-4, chloroplastic-like [Pyrus x bretschneideri] |
| gene 38569 | 12.6 | 14.1 | 22.1 | 27 | 28.3 | 2.01 | 1.2 | 3.31 | 1.66 | 0.4 | WRK40_ARATH Probable WRKY transcription factor 40 OS=Arabidopsis thaliana GN=WRKY40 PE=1 SV=1 | probable WRKY transcription factor 40 [Pyrus x bretschneideri] |
| gene 40303 | 0.31 | 0.07 | 0.07 | 0.25 | 0.62 | 0 | 0 | 0 | 0 | 0.08 | uncharacterized protein LOC103940893 [Pyrus x bretschneideri] | |
| gene 5151 | 0.49 | 0 | 0.13 | 0.22 | 0.12 | 0 | 0.06 | 0 | 0 | 0 | AHP4_ARATH Histidine-containing phosphotransfer protein 4 OS=Arabidopsis thaliana GN=AHP4 PE=1 SV=2 | histidine-containing phosphotransfer protein 4-like [Pyrus x bretschneideri] |
| gene 6357 | 0.25 | 0 | 0.15 | 0.17 | 0.05 | 0 | 0 | 0.05 | 0 | 0 | BIPS2_SORAU 4-hydroxycoumarin synthase 1 OS=Sorbus aucuparia GN=BIS2 PE=1 SV=1 | 4-hydroxycoumarin synthase 1-like [Pyrus x bretschneideri] |
| gene 7768 | 0.49 | 0.45 | 0.53 | 0.64 | 0.5 | 0 | 0 | 0.1 | 0 | 0 | BIPS2_SORAU 4-hydroxycoumarin synthase 1 OS=Sorbus aucuparia GN=BIS2 PE=1 SV=1 | 4-hydroxycoumarin synthase 1 [Pyrus x bretschneideri] |
| gene 8943 | 0.56 | 0.53 | 0.25 | 0.34 | 0.43 | 0.05 | 0.1 | 0 | 0 | 0 | RKD4_ARATH Protein RKD4 OS=Arabidopsis thaliana GN=RKD4 PE=3 SV=1 | uncharacterized protein LOC103948099 [Pyrus x bretschneideri] |
Highly expressed genes identified in samples under irrigation conditions (log2FoldChange <−3.5).
| Gene_ID | Irrigation _1.fpkm | Irrigation _2.fpkm | Irrigation _3.fpkm | Irrigation _4.fpkm | Irrigation _5.fpkm | Drought _1.fpkm | Drought _2.fpkm | Drought _3.fpkm | Drought _4.fpkm | Drought _5.fpkm | Swissprot | Description |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| gene 1170 | 0.03 | 0 | 0 | 0 | 0.04 | 0.11 | 0.22 | 0.24 | 0.37 | 0 | KPRO_MAIZE Putative receptor protein kinase ZmPK1 OS=Zea mays GN=PK1 PE=2 SV=2 | putative receptor protein kinase ZmPK1 [Pyrus x bretschneideri] |
| gene 11775 | 0.02 | 0 | 0 | 0 | 0 | 0.17 | 0.08 | 0.03 | 0.03 | 0.53 | GDL82_ARATH GDSL esterase/lipase At5g45670 OS=Arabidopsis thaliana GN=At5g45670 PE=2 SV=1 | GDSL esterase/lipase At5g45670-like [Malus domestica] |
| gene 1257 | 0.01 | 0 | 0 | 0.03 | 0 | 0.19 | 0.08 | 0.01 | 0.02 | 0.13 | NACK1_TOBAC Kinesin- like protein NACK1 OS=Nicotiana tabacum GN=NACK1 PE=1 SV=1 | uncharacterized protein LOC103955247 [Pyrus x bretschneideri] |
| gene 13865 | 0 | 0 | 0 | 0.09 | 0 | 0.2 | 1.05 | 0.11 | 0.35 | 0.23 | SNAK2_SOLTU Snakin-2 OS=Solanum tuberosum GN=SN2 PE=1 SV=1 | gibberellin-regulated protein 11-like [Pyrus x bretschneideri] |
| gene 15590 | 0 | 0 | 0 | 0.05 | 0 | 0.17 | 0.06 | 0.06 | 0.25 | 0.38 | RADL1_ARATH Protein RADIALIS-like 1 OS=Arabidopsis thaliana GN=RL1 PE=2 SV=1 | protein RADIALIS-like 3 [Malus domestica] gi—694378665—ref— XP_009365559.1— PR |
| gene 19880 | 0 | 0.03 | 0 | 0.05 | 0 | 0.44 | 0.14 | 0.15 | 0.19 | 0.44 | IP5P3_ARATH Type I inositol 1,4,5-trisphosphate 5-phosphatase CVP2 OS=Arabidopsis thaliana GN=CVP2 PE=1 SV=2 | type I inositol 1,4,5-trisphosphate 5-phosphatase CVP2-like isoform X2 [Pyrus |
| gene 19880 | 0 | 0.03 | 0 | 0.05 | 0 | 0.44 | 0.14 | 0.15 | 0.19 | 0.44 | IP5P3_ARATH Type I inositol 1,4,5-trisphosphate 5-phosphatase CVP2 OS=Arabidopsis thaliana GN=CVP2 PE=1 SV=2 | type I inositol 1,4,5-trisphosphate 5-phosphatase CVP2-like isoform X1 [Pyrus |
| gene 20415 | 0 | 0 | 0 | 0.23 | 0 | 0.17 | 0.53 | 0.47 | 0.78 | 0.88 | transcription repressor OFP8-like [Pyrus x bretschneideri] | |
| gene 2079 | 0 | 0 | 0 | 0 | 0 | 0.03 | 0.01 | 0.01 | 0 | 0.02 | ||
| gene 25389 | 0.03 | 0 | 0 | 0 | 0 | 0.26 | 0.03 | 0.03 | 0 | 0.26 | AB8G_ARATH ABC transporter G family member 8 OS=Arabidopsis thaliana GN=ABCG8 PE=2 SV=1 | ABC transporter G family member 4-like [Pyrus x bretschneideri] gi—694405461— |
| gene27148 | 2.16 | 0.19 | 0.69 | 0.24 | 0.19 | 43.7 | 6.64 | 0.15 | 0.21 | 86.4 | GDL79_ARATH GDSL esterase/lipase At5g33370 OS=Arabidopsis thaliana GN=At5g33370 PE=2 SV=1 | GDSL esterase/lipase At5g33370-like [Pyrus x bretschneideri] |
| gene 33465 | 0 | 0 | 0.05 | 0 | 0 | 1.89 | 0.57 | 0.41 | 0.42 | 4.75 | ADS3_ARATH Palmitoyl- monogalactosyldiacylglycerol delta-7 desaturase, chloroplastic OS=Arabidopsis thaliana GN=ADS3 PE=2 SV=2 | palmitoyl- monogalactosyldiacylglycerol delta-7 desaturase, chloroplastic-like |
| gene 3352 | 0.04 | 0 | 0 | 0 | 0.04 | 1.25 | 0.47 | 0.05 | 0.19 | 0.48 | NAC98_ARATH Protein CUP-SHAPED COTYLEDON 2 OS=Arabidopsis thaliana GN=NAC098 PE=1 SV=1 | protein CUP-SHAPED COTYLEDON 2 [Pyrus x bretschneideri] |
| gene 34550 | 0 | 0.09 | 0.23 | 0 | 0.09 | 1.79 | 0.75 | 0 | 0.19 | 4.39 | ADS3_ARATH Palmitoyl -monogalactosyldiacylglycerol delta-7 desaturase, chloroplastic OS=Arabidopsis thaliana GN=ADS3 PE=2 SV=2 | palmitoyl- monogalactosyldiacylglycerol delta-7 desaturase, chloroplastic-like |
| gene 36183 | 0 | 0 | 0 | 0.08 | 0 | 0.43 | 0 | 0.1 | 0.1 | 0.35 | IQD31_ARATH Protein IQ-DOMAIN 31 OS=Arabidopsis thaliana GN=IQD31 PE=1 SV=1 | uncharacterized protein LOC103443739 [Malus domestica] gi—657977866—ref—XP_00 |
| gene 37360 | 0 | 0.08 | 0 | 0 | 0 | 0.46 | 0.32 | 0.17 | 0 | 0.09 | uncharacterized protein LOC103937664 [Pyrus x bretschneideri] | |
| gene 39363 | 0.09 | 0.05 | 0 | 0 | 0.1 | 0.77 | 0.1 | 0.16 | 0.44 | 2.3 | ADS3_ARATH Palmitoyl -monogalactosyldiacylglycerol delta-7 desaturase, chloroplastic OS=Arabidopsis thaliana GN=ADS3 PE=2 SV=2 | palmitoyl- monogalactosyldiacylglycerol delta-7 desaturase, chloroplastic-like |
| gene 39363 | 0.09 | 0.05 | 0 | 0 | 0.1 | 0.77 | 0.1 | 0.16 | 0.44 | 2.3 | ADS3_ARATH Palmitoyl- monogalactosyldiacylglycerol delta-7 desaturase, chloroplastic OS=Arabidopsis thaliana GN=ADS3 PE=2 SV=2 | palmitoyl- monogalactosyldiacylglycerol delta-7 desaturase, chloroplastic-like |
| gene 4671 | 0 | 0 | 0 | 0.05 | 0 | 0.1 | 0.05 | 0.11 | 0.12 | 0.42 | uncharacterized protein LOC103943512 [Pyrus x bretschneideri] | |
| gene 5286 | 0.25 | 0.09 | 0.39 | 0.41 | 0 | 6.9 | 1.95 | 0.2 | 0.51 | 11.7 | uncharacterized protein LOC103944059 isoform X1 [Pyrus x bretschneideri] | |
| gene 5286 | 0.25 | 0.09 | 0.39 | 0.41 | 0 | 6.9 | 1.95 | 0.2 | 0.51 | 11.7 | uncharacterized protein LOC103944059 isoform X2 [Pyrus x bretschneideri] | |
| gene 5488 | 0.05 | 0.03 | 0 | 0.02 | 0 | 0.84 | 0.11 | 0.06 | 0.03 | 0.72 | GRF4_ARATH Growth- regulating factor 4 OS=Arabidopsis thaliana GN=GRF4 PE=2 SV=1 | growth-regulating factor 3-like isoform X1 [Pyrus x bretschneideri] |
| gene 6278 | 0 | 0.04 | 0 | 0 | 0.04 | 0.22 | 0.08 | 0.12 | 0.08 | 0.59 | C79D4_LOTJA Isoleucine N-monooxygenase 2 OS=Lotus japonicus GN=CYP79D4 PE=1 SV=1 | isoleucine N-monooxygenase 2-like [Pyrus x bretschneideri] |
| gene 8791 | 0 | 0 | 0 | 0.02 | 0 | 0.02 | 0.1 | 0.04 | 0.06 | 0.11 | BGL12_ORYSJ Beta-glucosidase 12 OS=Oryza sativa subsp. japonica GN=BGLU12 PE=2 SV=2 | beta-glucosidase 12-like [Pyrus x bretschneideri] |
Figure 4RNAseq and qRT-PCR validation results of differential gene expression under drought and irrigation.
The left Y-axis indicates the gene expression levels calculated by the RPKM method. The right Y-axis indicates the relative gene expression levels.
Figure 5Clustering and gene ontology enrichment of DEGs between drought and irrigation treatment (A–C).
Top 10 GO terms of DEGs for each of the three GO categories in field drought samples compared to irrigation samples.
| Category | GO.id | Term | Up | Down | DEG | Total | FDR | |
|---|---|---|---|---|---|---|---|---|
| BP | GO:0007018 | microtubule- based movement | 14 | 0 | 14 | 44 | 7.10E−14 | 4.72E−11 |
| BP | GO:0006928 | movement of cell or subcellular component | 14 | 0 | 14 | 45 | 1.00E−13 | 4.72E−11 |
| BP | GO:0007017 | microtubule- based process | 14 | 1 | 15 | 118 | 1.20E−08 | 1.62E−06 |
| BP | GO:0007349 | cellularization | 3 | 0 | 3 | 5 | 7.60E−05 | 0.003257636 |
| BP | GO:0009558 | embryo sac cellularization | 3 | 0 | 3 | 5 | 7.60E−05 | 0.003257636 |
| BP | GO:0008150 | biological _process | 111 | 95 | 206 | 9279 | 0.00012 | 0.004715 |
| BP | GO:0019748 | secondary metabolic process | 1 | 5 | 6 | 41 | 0.00015 | 0.005440385 |
| BP | GO:0055072 | iron ion homeostasis | 1 | 2 | 3 | 7 | 0.00026 | 0.008756429 |
| BP | GO:0009698 | phenylpropanoid metabolic process | 1 | 4 | 5 | 31 | 0.00034 | 0.009926316 |
| BP | GO:0019318 | hexose metabolic process | 0 | 5 | 5 | 32 | 0.00039 | 0.009926316 |
| MF | GO:0003777 | microtubule motor activity | 14 | 0 | 14 | 44 | 3.30E−13 | 1.04E−10 |
| MF | GO:0003774 | motor activity | 14 | 0 | 14 | 45 | 4.70E−13 | 1.11E−10 |
| MF | GO:0008017 | microtubule binding | 14 | 0 | 14 | 60 | 3.60E−11 | 6.79E−09 |
| MF | GO:0015631 | tubulin binding | 14 | 0 | 14 | 73 | 5.90E−10 | 9.27E−08 |
| MF | GO:0008092 | cytoskeletal protein binding | 14 | 1 | 15 | 115 | 3.60E−08 | 2.68E−06 |
| MF | GO:0019825 | oxygen binding | 1 | 2 | 3 | 4 | 4.30E−05 | 0.00202745 |
| MF | GO:0033815 | biphenyl synthase activity | 0 | 3 | 3 | 4 | 4.30E−05 | 0.00202745 |
| MF | GO:0003824 | catalytic activity | 93 | 67 | 160 | 5794 | 0.0001 | 0.0041 |
| MF | GO:0003674 | molecular _function | 139 | 109 | 248 | 10119 | 0.00015 | 0.005440385 |
| MF | GO:0016787 | hydrolase activity | 47 | 18 | 65 | 1920 | 0.00025 | 0.008731481 |
| CC | GO:0005874 | microtubule | 11 | 0 | 11 | 70 | 2.70E−08 | 2.68E−06 |
| CC | GO:0099513 | polymeric cytoskeletal fiber | 11 | 0 | 11 | 71 | 3.20E−08 | 2.68E−06 |
| CC | GO:0099080 | supramolecular complex | 11 | 0 | 11 | 72 | 3.70E−08 | 2.68E−06 |
| CC | GO:0099081 | supramolecular polymer | 11 | 0 | 11 | 72 | 3.70E−08 | 2.68E−06 |
| CC | GO:0099512 | supramolecular fiber | 11 | 0 | 11 | 72 | 3.70E−08 | 2.68E−06 |
| CC | GO:0015630 | microtubule cytoskeleton | 11 | 1 | 12 | 107 | 3.00E−07 | 1.95E−05 |
| CC | GO:0005576 | extracellular region | 11 | 7 | 18 | 250 | 3.10E−07 | 1.95E−05 |
| CC | GO:0044430 | cytoskeletal part | 11 | 1 | 12 | 124 | 1.50E−06 | 8.84E−05 |
| CC | GO:0048046 | apoplast | 9 | 1 | 10 | 89 | 2.90E−06 | 0.000160865 |
| CC | GO:0005856 | cytoskeleton | 11 | 1 | 12 | 139 | 4.90E−06 | 0.000256706 |
Figure 6KEGG enrichment pathway analysis of differentially expressed genes between drought and irrigation pear trees.
Top 10 pathways in metabolism related to DEGs in field drought samples compared to irrigation conditions.
| Pathway | Level1 | Level2 | Up | Down | DEG | total _number | FDR | |
|---|---|---|---|---|---|---|---|---|
| Fatty acid elongation | Metabolism | Lipid metabolism | 3 | 4 | 7 | 60 | 0.000222794 | 0.015372772 |
| Monoterpenoid biosynthesis | Metabolism | Metabolism of terpenoids and polyketides | 0 | 4 | 4 | 21 | 0.000801546 | 0.018443153 |
| Sesquiterpenoid and triterpenoid biosynthesis | Metabolism | Metabolism of terpenoids and polyketides | 0 | 5 | 5 | 36 | 0.000801876 | 0.018443153 |
| Phenylpropanoid biosynthesis | Metabolism | Biosynthesis of other secondary metabolites | 5 | 9 | 14 | 303 | 0.004178352 | 0.057661261 |
| Carbon fixation in photosynthetic organisms | Metabolism | Energy metabolism | 1 | 6 | 7 | 104 | 0.005694659 | 0.065488575 |
| Selenocompound metabolism | Metabolism | Metabolism of other amino acids | 1 | 2 | 3 | 21 | 0.008750089 | 0.077724824 |
| Cutin, suberine and wax biosynthesis | Metabolism | Lipid metabolism | 3 | 1 | 4 | 40 | 0.009011574 | 0.077724824 |
| Flavonoid biosynthesis | Metabolism | Biosynthesis of other secondary metabolites | 0 | 5 | 5 | 75 | 0.01920126 | 0.132488694 |
| Cysteine and methionine metabolism | Metabolism | Amino acid metabolism | 5 | 2 | 7 | 154 | 0.040390415 | 0.232244887 |
| Cyanoamino acid metabolism | Metabolism | Metabolism of other amino acids | 4 | 1 | 5 | 118 | 0.09692841 | 0.514466178 |
Effects of drought on monoterpenoid pathway and flavonoid biosynthesis.
| Pathway | Gene id | foldChange | log2FoldChange | Gene prediction |
|---|---|---|---|---|
| Monoterpenoid biosynthesis | gene 18404 | 0.645958365 | −0.630486914 | Salutaridine reductase-like [Pyrus × bretschneideri] |
| Monoterpenoid biosynthesis | gene 39888 | 0.423999841 | −1.23786437 | Salutaridine reductase-like [Pyrus × bretschneideri] |
| Monoterpenoid biosynthesis | gene 39889 | 0.318598399 | −1.650189078 | Salutaridine reductase-like [Pyrus × bretschneideri] |
| Monoterpenoid biosynthesis | gene10009 | 0.233266788 | −2.099947181 | Salutaridine reductase-like isoform X1 [Pyrus × bretschneideri] |
| Monoterpenoid biosynthesis | gene10010 | 0.265228317 | −1.914693282 | Salutaridine reductase-like [Pyrus × bretschneideri] |
| Monoterpenoid biosynthesis | gene237 | 0.931868371 | −0.101801911 | (3S,6E)-nerolidol synthase 1-like [Pyrus × bretschneideri] |
| Flavonoid biosynthesis | gene7767 | −1.533981312 | 2.66172E−12 | 3,5-dihydroxybiphenyl synthase-like [Pyrus × bretschneideri] |
| Flavonoid biosynthesis | gene7762 | −0.49454945 | 0.307982886 | 3,5-dihydroxybiphenyl synthase-like [Pyrus × bretschneideri] |
| Flavonoid biosynthesis | gene3879 | -Inf | 1 | Leucoanthocyanidin reductase-like isoform X1 [Pyrus × bretschneideri] |
| Flavonoid biosynthesis | gene7261 | −0.510002646 | 0.062753961 | BAHD acyltransferase At5g47980-like [Pyrus × bretschneideri] |
| Flavonoid biosynthesis | gene10701 | −0.035249252 | 0.880552832 | Salutaridinol 7-O-acetyltransferase-like [Pyrus × bretschneideri] |
| Flavonoid biosynthesis | gene34704 | 0.004359729 | 0.96585065 | Vinorine synthase-like [Pyrus × bretschneideri] |
| Flavonoid biosynthesis | gene6358 | -Inf | 0.000106527 | 3,5-dihydroxybiphenyl synthase-like [Pyrus × bretschneideri] |
| Flavonoid biosynthesis | gene7760 | −1.047453808 | 0.04585677 | 4-hydroxycoumarin synthase 2 [Pyrus × bretschneideri] |
Figure 7Differentially expressed transcription factors genes between drought and irrigation treatment.