Acta Horticulturae Sinica ›› 2023, Vol. 50 ›› Issue (8): 1747-1768.doi: 10.16420/j.issn.0513-353x.2022-0653
• Cultivation Physiology & Biochemistry • Previous Articles Next Articles
LU Yanqing, LIN Yanjin, LU Xinkun**()
Received:
2023-03-01
Revised:
2023-06-28
Online:
2023-08-25
Published:
2023-08-23
Contact:
LU Xinkun
LU Yanqing, LIN Yanjin, LU Xinkun. Cell Wall Material Metabolism and the Response to High Temperature and Water Deficiency Stresses in Pericarp are Associated with Fruit Cracking of‘Duwei’Pummelo[J]. Acta Horticulturae Sinica, 2023, 50(8): 1747-1768.
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URL: https://www.ahs.ac.cn/EN/10.16420/j.issn.0513-353x.2022-0653
基因ID Gene ID | 上游引物(5′-3′) Forward primer | 下游引物(5′-3′) Reverse primer |
---|---|---|
c20641.graph_c0 | GAAAGGCCATTTTGCTGTCTAC | AACCAAACTCTTCCTCAGCTTG |
c24613.graph_c0 | ATGAGAGTGTGGAAGCAGTGAA | CATACTTGACATCCCAGCTGAA |
c38726.graph_c0 | GGTTGCCTTCAAATCTTACTGG | GACATGATTGGTGACAGGATTG |
c27952.graph_c0 | GGAAGAAGGGCATGTTTGTTAC | CCAATAAGTGCTTCTGTGGTGA |
c35493.graph_c0 | GTCTCTCAGCGAGAAATGAGGT | TCCTCATCTAGACGCCGATTAT |
c41357.graph_c0 | AGAGAGGAGCCAAGTGATCAAG | CACGCAGACATCTTTTAGCAAC |
c37766.graph_c1 | TACAAGGAACTTCAGCAACAGC | CTCATTCCCCCAATGTTCTTAC |
c41040.graph_c1 | TATGACGTGATGAAACCTCCAG | TCGTAAACTTCCCTTCTCCGTA |
c24910.graph_c0 | TGGACTAATAGCAGAAGCCACA | AAACCCTAATCCCATGCCTAGT |
c42044.graph_c0 | GCTGCTAGGGTTTGATGACTTT | GACTGCCCTAGCCTACTAAGCA |
c42053.graph_c0 | GCATCGAGAAATGGCTAAAGAC | AGTTTACGCACCTGATCCTTGT |
c41614.graph_c0 | CCCAAGGTTGAATACAGAAAGC | CCCAAGGTTGAATACAGAAAGC |
c30373.graph_c0 | ATGATCAGCGAAGTGGATTCTG | TAAGCTCTTCCTCAGCGTCAGT |
c29562.graph_c0 | TCTTCTACTGGATTGCCCAACT | TGATGATCTCCATCACAACTCC |
Actin | ATGGTTGGTATGGGTCAGAAAG | GCCAGATTTTCTCCATATCGTC |
Table 1 Primer sequences in qRT-PCR
基因ID Gene ID | 上游引物(5′-3′) Forward primer | 下游引物(5′-3′) Reverse primer |
---|---|---|
c20641.graph_c0 | GAAAGGCCATTTTGCTGTCTAC | AACCAAACTCTTCCTCAGCTTG |
c24613.graph_c0 | ATGAGAGTGTGGAAGCAGTGAA | CATACTTGACATCCCAGCTGAA |
c38726.graph_c0 | GGTTGCCTTCAAATCTTACTGG | GACATGATTGGTGACAGGATTG |
c27952.graph_c0 | GGAAGAAGGGCATGTTTGTTAC | CCAATAAGTGCTTCTGTGGTGA |
c35493.graph_c0 | GTCTCTCAGCGAGAAATGAGGT | TCCTCATCTAGACGCCGATTAT |
c41357.graph_c0 | AGAGAGGAGCCAAGTGATCAAG | CACGCAGACATCTTTTAGCAAC |
c37766.graph_c1 | TACAAGGAACTTCAGCAACAGC | CTCATTCCCCCAATGTTCTTAC |
c41040.graph_c1 | TATGACGTGATGAAACCTCCAG | TCGTAAACTTCCCTTCTCCGTA |
c24910.graph_c0 | TGGACTAATAGCAGAAGCCACA | AAACCCTAATCCCATGCCTAGT |
c42044.graph_c0 | GCTGCTAGGGTTTGATGACTTT | GACTGCCCTAGCCTACTAAGCA |
c42053.graph_c0 | GCATCGAGAAATGGCTAAAGAC | AGTTTACGCACCTGATCCTTGT |
c41614.graph_c0 | CCCAAGGTTGAATACAGAAAGC | CCCAAGGTTGAATACAGAAAGC |
c30373.graph_c0 | ATGATCAGCGAAGTGGATTCTG | TAAGCTCTTCCTCAGCGTCAGT |
c29562.graph_c0 | TCTTCTACTGGATTGCCCAACT | TGATGATCTCCATCACAACTCC |
Actin | ATGGTTGGTATGGGTCAGAAAG | GCCAGATTTTCTCCATATCGTC |
样品 Sample | Clean read数量 Clean read number | 总碱基数 Base number | GC碱基含量/% GC percentage | 碱基质量Q30/% Base quality Q30 |
---|---|---|---|---|
S1-1 | 26 308 889 | 7 821 704 554 | 44.39 | 94.93 |
S1-2 | 24 595 318 | 7 338 467 348 | 44.39 | 94.80 |
S1-3 | 27 460 893 | 8 175 872 264 | 44.49 | 94.66 |
S2-1 | 29 498 250 | 8 816 423 378 | 44.69 | 94.45 |
S2-2 | 30 876 130 | 9 205 400 330 | 45.44 | 93.15 |
S2-3 | 30 073 009 | 8 982 592 242 | 45.20 | 94.77 |
S3-1 | 30 052 073 | 8 966 732 468 | 44.45 | 94.93 |
S3-2 | 30 586 330 | 9 105 437 120 | 44.71 | 94.97 |
S3-3 | 32 742 522 | 9 746 030 622 | 45.23 | 95.04 |
S4-1 | 23 597 373 | 7 056 930 884 | 44.57 | 94.69 |
S4-2 | 28 327 712 | 8 459 873 358 | 44.37 | 94.52 |
S4-3 | 29 249 465 | 8 738 373 420 | 44.62 | 94.61 |
Table 2 Statistical analysis of cDNA libraries from the normal and cracked pericarp of‘Duwei’pummelo fruits
样品 Sample | Clean read数量 Clean read number | 总碱基数 Base number | GC碱基含量/% GC percentage | 碱基质量Q30/% Base quality Q30 |
---|---|---|---|---|
S1-1 | 26 308 889 | 7 821 704 554 | 44.39 | 94.93 |
S1-2 | 24 595 318 | 7 338 467 348 | 44.39 | 94.80 |
S1-3 | 27 460 893 | 8 175 872 264 | 44.49 | 94.66 |
S2-1 | 29 498 250 | 8 816 423 378 | 44.69 | 94.45 |
S2-2 | 30 876 130 | 9 205 400 330 | 45.44 | 93.15 |
S2-3 | 30 073 009 | 8 982 592 242 | 45.20 | 94.77 |
S3-1 | 30 052 073 | 8 966 732 468 | 44.45 | 94.93 |
S3-2 | 30 586 330 | 9 105 437 120 | 44.71 | 94.97 |
S3-3 | 32 742 522 | 9 746 030 622 | 45.23 | 95.04 |
S4-1 | 23 597 373 | 7 056 930 884 | 44.57 | 94.69 |
S4-2 | 28 327 712 | 8 459 873 358 | 44.37 | 94.52 |
S4-3 | 29 249 465 | 8 738 373 420 | 44.62 | 94.61 |
基因号 Gene number | FPKM | FDR | 功能注释 Functional annotation | |||||
---|---|---|---|---|---|---|---|---|
S1 | S2 | S3 | S4 | S1 vs. S2 | S1 vs. S3 | S1 vs. S4 | ||
c38726.graph_c0 | 34.31 | 112.21 | 76.09 | 139.07 | 2.93E-08 | 2.64E-104 | 3.53E-05 | 苯丙氨酸解氨酶 Phenylalanine ammonia-lyase |
c41125.graph_c1 | 77.88 | 28.68 | — | 35.25 | 4.66E-27 | — | 2.26E-36 | 类肉桂酰辅酶A还原酶SNL6 Cinnamoyl-CoA reductase-like SNL6 |
c39674.graph_c2 | 33.86 | 73.54 | 74.09 | — | 1.35E-13 | 7.41E-82 | — | 4-香豆酸-CoA连接酶1 4-Coumarate-CoA ligase 1 |
c38889.graph_c4 | 26.43 | 65.44 | — | 76.18 | 3.32E-22 | — | 7.24E-102 | 莽草酸羟基肉桂酰基辅酶A转移酶 OShikimate O-hydroxycinnamoyltransferase |
c39572.graph_c0 | 0.18 | 0.93 | — | — | 4.19E-03 | — | — | 阿魏酰辅酶A邻羟基酶1 Feruloyl CoA ortho-hydroxylase 1 |
c36288.graph_c0 | 67.89 | 30.82 | — | — | 1.30E-12 | — | — | 类纤维素合成酶蛋白D2 Cellulose synthase-like protein D2 |
c36288.graph_c1 | 139.04 | 71.66 | — | — | 2.35E-41 | — | — | 类纤维素合成酶蛋白D2 Cellulose synthase-like protein D2 |
c34939.graph_c0 | 0.11 | 0.61 | — | — | 9.13E-03 | — | — | 类纤维素合成酶蛋白D5 Cellulose synthase-like protein D5 |
c32442.graph_c1 | 0.04 | 2.47 | — | 10.59 | 7.08E-16 | — | 1.21E-85 | 内切葡聚糖酶1 Endoglucanase 1 |
c24613.graph_c0 | 4.61 | 10.20 | — | — | 1.51E-09 | — | — | 内切葡聚糖酶11 Endoglucanase 11 |
c22695.graph_c0 | 2.85 | 0.18 | — | — | 8.40E-03 | — | — | 木葡聚糖内切葡聚糖酶/水解酶类似蛋白25 Probable xyloglucan endotransglu- cosylase/hydrolase protein 25 |
c35921.graph_c0 | 79.96 | 6.12 | — | 24.95 | 7.69E-86 | — | 1.13E-44 | 木葡聚糖内切葡聚糖酶/水解酶类似蛋白25 Probable xyloglucan endotransglu- cosylase/hydrolase protein 25 |
c24668.graph_c0 | 0.86 | 3.64 | 2.65 | 9.09 | 5.56E-06 | 4.55E-09 | 3.75E-42 | 类木葡聚糖半乳糖转移酶GT14 Probable xyloglucan galactosyltransferase GT14 |
c41958.graph_c0 | 69.47 | 141.03 | — | — | 3.15E-22 | — | — | 聚半乳糖醛酸酶1β类似蛋白3 Polygalacturonase 1 beta-like protein 3 |
c36165.graph_c0 | 20.69 | 6.46 | — | — | 3.27E-33 | — | — | 类半乳糖醛酸转移酶9 Probable galacturonosyltransferase-like 9 |
c30366.graph_c0 | 128.71 | 22.25 | — | 64.70 | 2.30E-17 | — | 1.37E-30 | 类半乳糖醛酸转移酶10 Probable galacturonosyltransferase-like 10 |
c23503.graph_c1 | 9.78 | 27.02 | — | — | 2.73E-09 | — | — | 果胶裂解酶11 Putative pectate lyase 11 |
c21544.graph_c0 | 0.39 | 1.58 | — | 1.82 | 4.23E-04 | — | 3.41E-06 | 果胶裂解酶P18 Probable pectate lyase P18 |
c32944.graph_c0 | 0.89 | 3.86 | — | — | 2.19E-05 | — | — | 果胶甲酯酶抑制因子10 Pectinesterase inhibitor 10 |
c38505.graph_c0 | 122.47 | 27.75 | — | 53.90 | 2.00E-73 | — | 3.14E-31 | 阿拉伯半乳聚糖蛋白16 Arabinogalactan protein 16 |
Table 3 Changes in expression levels and functional annotation of differentially expressed genes involved in cell wall material metabolic pathway in normal and cracked pericarp from‘Duwei’pummelo fruits
基因号 Gene number | FPKM | FDR | 功能注释 Functional annotation | |||||
---|---|---|---|---|---|---|---|---|
S1 | S2 | S3 | S4 | S1 vs. S2 | S1 vs. S3 | S1 vs. S4 | ||
c38726.graph_c0 | 34.31 | 112.21 | 76.09 | 139.07 | 2.93E-08 | 2.64E-104 | 3.53E-05 | 苯丙氨酸解氨酶 Phenylalanine ammonia-lyase |
c41125.graph_c1 | 77.88 | 28.68 | — | 35.25 | 4.66E-27 | — | 2.26E-36 | 类肉桂酰辅酶A还原酶SNL6 Cinnamoyl-CoA reductase-like SNL6 |
c39674.graph_c2 | 33.86 | 73.54 | 74.09 | — | 1.35E-13 | 7.41E-82 | — | 4-香豆酸-CoA连接酶1 4-Coumarate-CoA ligase 1 |
c38889.graph_c4 | 26.43 | 65.44 | — | 76.18 | 3.32E-22 | — | 7.24E-102 | 莽草酸羟基肉桂酰基辅酶A转移酶 OShikimate O-hydroxycinnamoyltransferase |
c39572.graph_c0 | 0.18 | 0.93 | — | — | 4.19E-03 | — | — | 阿魏酰辅酶A邻羟基酶1 Feruloyl CoA ortho-hydroxylase 1 |
c36288.graph_c0 | 67.89 | 30.82 | — | — | 1.30E-12 | — | — | 类纤维素合成酶蛋白D2 Cellulose synthase-like protein D2 |
c36288.graph_c1 | 139.04 | 71.66 | — | — | 2.35E-41 | — | — | 类纤维素合成酶蛋白D2 Cellulose synthase-like protein D2 |
c34939.graph_c0 | 0.11 | 0.61 | — | — | 9.13E-03 | — | — | 类纤维素合成酶蛋白D5 Cellulose synthase-like protein D5 |
c32442.graph_c1 | 0.04 | 2.47 | — | 10.59 | 7.08E-16 | — | 1.21E-85 | 内切葡聚糖酶1 Endoglucanase 1 |
c24613.graph_c0 | 4.61 | 10.20 | — | — | 1.51E-09 | — | — | 内切葡聚糖酶11 Endoglucanase 11 |
c22695.graph_c0 | 2.85 | 0.18 | — | — | 8.40E-03 | — | — | 木葡聚糖内切葡聚糖酶/水解酶类似蛋白25 Probable xyloglucan endotransglu- cosylase/hydrolase protein 25 |
c35921.graph_c0 | 79.96 | 6.12 | — | 24.95 | 7.69E-86 | — | 1.13E-44 | 木葡聚糖内切葡聚糖酶/水解酶类似蛋白25 Probable xyloglucan endotransglu- cosylase/hydrolase protein 25 |
c24668.graph_c0 | 0.86 | 3.64 | 2.65 | 9.09 | 5.56E-06 | 4.55E-09 | 3.75E-42 | 类木葡聚糖半乳糖转移酶GT14 Probable xyloglucan galactosyltransferase GT14 |
c41958.graph_c0 | 69.47 | 141.03 | — | — | 3.15E-22 | — | — | 聚半乳糖醛酸酶1β类似蛋白3 Polygalacturonase 1 beta-like protein 3 |
c36165.graph_c0 | 20.69 | 6.46 | — | — | 3.27E-33 | — | — | 类半乳糖醛酸转移酶9 Probable galacturonosyltransferase-like 9 |
c30366.graph_c0 | 128.71 | 22.25 | — | 64.70 | 2.30E-17 | — | 1.37E-30 | 类半乳糖醛酸转移酶10 Probable galacturonosyltransferase-like 10 |
c23503.graph_c1 | 9.78 | 27.02 | — | — | 2.73E-09 | — | — | 果胶裂解酶11 Putative pectate lyase 11 |
c21544.graph_c0 | 0.39 | 1.58 | — | 1.82 | 4.23E-04 | — | 3.41E-06 | 果胶裂解酶P18 Probable pectate lyase P18 |
c32944.graph_c0 | 0.89 | 3.86 | — | — | 2.19E-05 | — | — | 果胶甲酯酶抑制因子10 Pectinesterase inhibitor 10 |
c38505.graph_c0 | 122.47 | 27.75 | — | 53.90 | 2.00E-73 | — | 3.14E-31 | 阿拉伯半乳聚糖蛋白16 Arabinogalactan protein 16 |
基因号 Gene number | FPKM | FDR | 功能注释 Functional annotation | |||||
---|---|---|---|---|---|---|---|---|
S1 | S2 | S3 | S4 | S1 vs. S2 | S1 vs. S3 | S1 vs. S4 | ||
c41238.graph_c0 | 57.39 | 25.67 | — | — | 8.31E-35 | — | — | δ(8)-脂肪酸去饱和酶2 Delta (8)-fatty-acid desaturase 2 |
c41838.graph_c0 | 84.61 | 16.50 | — | 27.34 | 2.69E-144 | — | 6.31E-98 | 3-酮脂酰-CoA合成酶 3-ketoacyl-CoA synthase |
c42251.graph_c0 | 15.67 | 2.44 | — | 5.25 | 1.37E-11 | — | 3.37E-06 | 3-酮脂酰-CoA合成酶 3-ketoacyl-CoA synthase |
Table 4 Changes in expression levels and functional annotation of differentially expressed genes involved in lipid metabolic pathway in normal and cracked pericarp from‘Duwei’pummelo fruits
基因号 Gene number | FPKM | FDR | 功能注释 Functional annotation | |||||
---|---|---|---|---|---|---|---|---|
S1 | S2 | S3 | S4 | S1 vs. S2 | S1 vs. S3 | S1 vs. S4 | ||
c41238.graph_c0 | 57.39 | 25.67 | — | — | 8.31E-35 | — | — | δ(8)-脂肪酸去饱和酶2 Delta (8)-fatty-acid desaturase 2 |
c41838.graph_c0 | 84.61 | 16.50 | — | 27.34 | 2.69E-144 | — | 6.31E-98 | 3-酮脂酰-CoA合成酶 3-ketoacyl-CoA synthase |
c42251.graph_c0 | 15.67 | 2.44 | — | 5.25 | 1.37E-11 | — | 3.37E-06 | 3-酮脂酰-CoA合成酶 3-ketoacyl-CoA synthase |
基因号 Gene number | FPKM | FDR | 功能注释 Functional annotation | |||||
---|---|---|---|---|---|---|---|---|
S1 | S2 | S3 | S4 | S1 vs. S2 | S1 vs. S3 | S1 vs. S4 | ||
c36886.graph_c0 | 21.55 | 52.93 | 40.10 | — | 9.69E-37 | 3.57E-56 | — | 类ERD6糖转运蛋白16 Sugar transporter ERD6-like 16 |
c41975.graph_c0 | 0.07 | 2.79 | — | 1.65E-05 | — | — | 非特异性脂质运输蛋白8 Non-specific lipid-transfer protein 8 | |
c29562.graph_c0 | 0.75 | 3.48 | 2.55 | — | 3.53E-04 | 1.25E-05 | — | 水通道蛋白TIP2-1 Aquaporin TIP2-1 |
c38825.graph_c0 | 2.61 | 8.62 | 5.61 | 20.31 | 1.62E-11 | 1.00E-11 | 2.99E-10 | 钾离子运输载体5 Potassium transporter 5 |
c31401.graph_c0 | 9.00 | 2.06 | — | — | 3.44E-49 | — | — | 钙离子运输ATP酶12 Calcium-transporting ATPase 12 |
Table 5 Changes in expression levels and functional annotation of differentially expressed genes involved in substance transport pathway in normal and cracked pericarp from‘Duwei’pummelo fruits
基因号 Gene number | FPKM | FDR | 功能注释 Functional annotation | |||||
---|---|---|---|---|---|---|---|---|
S1 | S2 | S3 | S4 | S1 vs. S2 | S1 vs. S3 | S1 vs. S4 | ||
c36886.graph_c0 | 21.55 | 52.93 | 40.10 | — | 9.69E-37 | 3.57E-56 | — | 类ERD6糖转运蛋白16 Sugar transporter ERD6-like 16 |
c41975.graph_c0 | 0.07 | 2.79 | — | 1.65E-05 | — | — | 非特异性脂质运输蛋白8 Non-specific lipid-transfer protein 8 | |
c29562.graph_c0 | 0.75 | 3.48 | 2.55 | — | 3.53E-04 | 1.25E-05 | — | 水通道蛋白TIP2-1 Aquaporin TIP2-1 |
c38825.graph_c0 | 2.61 | 8.62 | 5.61 | 20.31 | 1.62E-11 | 1.00E-11 | 2.99E-10 | 钾离子运输载体5 Potassium transporter 5 |
c31401.graph_c0 | 9.00 | 2.06 | — | — | 3.44E-49 | — | — | 钙离子运输ATP酶12 Calcium-transporting ATPase 12 |
基因号 | FPKM | FDR | 功能注释 | |||||
---|---|---|---|---|---|---|---|---|
Gene number | S1 | S2 | S3 | S4 | S1 vs. S2 | S1 vs. S3 | S1 vs. S4 | Functional annotation |
c27806.graph_c0 | 18.95 | 8.79 | — | — | 1.88E-09 | — | — | 谷胱甘肽S-转移酶 Probable glutathione S-transferase |
c27881.graph_c0 | 46.03 | 9.52 | — | — | 2.04E-87 | — | — | L-抗坏血酸氧化酶 L-ascorbate oxidase |
c41040.graph_c1 | 95.24 | 212.16 | — | — | 2.44E-16 | — | — | L-抗坏血酸氧化酶 L-ascorbate oxidase |
c33328.graph_c0 | 2.04 | 4.48 | — | — | 4.64E-06 | — | — | 过氧化物酶30 Peroxidase 30 |
c27794.graph_c0 | 0.19 | 1.46 | — | — | 8.16E-06 | — | — | 过氧化物酶65 Peroxidase 65 |
c39811.graph_c1 | 0.53 | 4.71 | — | 44.87 | 2.60E-08 | — | 4.02E-106 | 过氧化物酶73 Peroxidase 73 |
c28308.graph_c0 | 0.61 | 2.42 | 2.24 | 3.93 | 6.49E-05 | 4.48E-06 | 4.72E-13 | 过氧化物酶73 Peroxidase 73 |
c36437.graph_c0 | 4.98 | 11.28 | — | 10.85 | 5.56E-11 | — | 5.33E-09 | 过氧化物酶P7 Peroxidase P7 |
c24516.graph_c0 | 0 | 6.93 | — | 76.95 | 7.13E-06 | — | 8.72E-83 | 阳离子过氧化物酶1 Cationic peroxidase 1 |
c35137.graph_c0 | 3.26 | 10.53 | — | — | 1.26E-20 | — | — | 细胞色素P450 78A6 Cytochrome P450 78A6 |
c26281.graph_c0 | 0 | 0.46 | — | — | 7.54E-04 | — | — | 细胞色素P450 86A1 Cytochrome P450 86A1 |
c31473.graph_c1 | 3.97 | 8.72 | — | — | 2.98E-12 | — | — | 细胞色素P450 86A8 Cytochrome P450 86A8 |
c41978.graph_c0 | 4.71 | 15.33 | 9.94 | 21.49 | 2.10E-03 | 1.54E-12 | 1.16E-05 | 细胞色素P450 83B1 Cytochrome P450 83B1 |
c44951.graph_c0 | 0 | 0.46 | — | — | 1.58E-03 | — | — | 细胞色素P450 94B3 Cytochrome P450 94B3 |
c41248.graph_c1 | 44.91 | 101.72 | — | — | 1.40E-25 | — | — | 细胞色素P450 82C4 Cytochrome P450 82C4 |
c38532.graph_c0 | 37.50 | 11.82 | — | 14.48 | 3.09E-42 | — | 1.64E-49 | 细胞色素P450 94C1 Cytochrome P450 94C1 |
Table 6 Changes in expression levels and functional annotation of differentially expressed genes involved in oxidation-reduction reaction in normal and cracked pericarp from‘Duwei’pummelo fruits
基因号 | FPKM | FDR | 功能注释 | |||||
---|---|---|---|---|---|---|---|---|
Gene number | S1 | S2 | S3 | S4 | S1 vs. S2 | S1 vs. S3 | S1 vs. S4 | Functional annotation |
c27806.graph_c0 | 18.95 | 8.79 | — | — | 1.88E-09 | — | — | 谷胱甘肽S-转移酶 Probable glutathione S-transferase |
c27881.graph_c0 | 46.03 | 9.52 | — | — | 2.04E-87 | — | — | L-抗坏血酸氧化酶 L-ascorbate oxidase |
c41040.graph_c1 | 95.24 | 212.16 | — | — | 2.44E-16 | — | — | L-抗坏血酸氧化酶 L-ascorbate oxidase |
c33328.graph_c0 | 2.04 | 4.48 | — | — | 4.64E-06 | — | — | 过氧化物酶30 Peroxidase 30 |
c27794.graph_c0 | 0.19 | 1.46 | — | — | 8.16E-06 | — | — | 过氧化物酶65 Peroxidase 65 |
c39811.graph_c1 | 0.53 | 4.71 | — | 44.87 | 2.60E-08 | — | 4.02E-106 | 过氧化物酶73 Peroxidase 73 |
c28308.graph_c0 | 0.61 | 2.42 | 2.24 | 3.93 | 6.49E-05 | 4.48E-06 | 4.72E-13 | 过氧化物酶73 Peroxidase 73 |
c36437.graph_c0 | 4.98 | 11.28 | — | 10.85 | 5.56E-11 | — | 5.33E-09 | 过氧化物酶P7 Peroxidase P7 |
c24516.graph_c0 | 0 | 6.93 | — | 76.95 | 7.13E-06 | — | 8.72E-83 | 阳离子过氧化物酶1 Cationic peroxidase 1 |
c35137.graph_c0 | 3.26 | 10.53 | — | — | 1.26E-20 | — | — | 细胞色素P450 78A6 Cytochrome P450 78A6 |
c26281.graph_c0 | 0 | 0.46 | — | — | 7.54E-04 | — | — | 细胞色素P450 86A1 Cytochrome P450 86A1 |
c31473.graph_c1 | 3.97 | 8.72 | — | — | 2.98E-12 | — | — | 细胞色素P450 86A8 Cytochrome P450 86A8 |
c41978.graph_c0 | 4.71 | 15.33 | 9.94 | 21.49 | 2.10E-03 | 1.54E-12 | 1.16E-05 | 细胞色素P450 83B1 Cytochrome P450 83B1 |
c44951.graph_c0 | 0 | 0.46 | — | — | 1.58E-03 | — | — | 细胞色素P450 94B3 Cytochrome P450 94B3 |
c41248.graph_c1 | 44.91 | 101.72 | — | — | 1.40E-25 | — | — | 细胞色素P450 82C4 Cytochrome P450 82C4 |
c38532.graph_c0 | 37.50 | 11.82 | — | 14.48 | 3.09E-42 | — | 1.64E-49 | 细胞色素P450 94C1 Cytochrome P450 94C1 |
基因号 Gene number | FPKM | FDR | 功能注释 Functional annotation | |||||
---|---|---|---|---|---|---|---|---|
S1 | S2 | S3 | S4 | S1 vs. S2 | S1 vs. S3 | S1 vs. S4 | ||
c31925.graph_c0 | 3.96 | 12.00 | 24.04 | 31.57 | 3.46E-13 | 7.13E-117 | 1.49E-03 | 1-氨基环丙烷-1-羧酸合成酶1 1-aminocyclopropane-1-carboxylate synthase 1 |
c34661.graph_c1 | 11.83 | 28.35 | — | 42.14 | 2.60E-13 | — | 4.58E-16 | 乙烯响应转录因子2 Ethylene-responsive transcription factor 2 |
c24910.graph_c0 | 18.01 | 7.56 | — | — | 2.61E-09 | — | — | 乙烯响应转录因子1B Ethylene-responsive transcription factor 1B |
c22110.graph_c0 | 21.84 | 9.22 | — | 8.06 | 1.01E-06 | — | 2.97E-17 | 乙烯响应转录因子ERF003 Ethylene-responsive transcription factor ERF003 |
c33092.graph_c0 | 67.92 | 27.43 | — | 32.51 | 1.17E-17 | — | 6.18E-34 | 乙烯响应转录因子6 Ethylene-responsive transcription factor 6 |
c41869.graph_c0 | 83.76 | 21.24 | — | 34.08 | 3.92E-34 | — | 9.71E-26 | 乙烯响应转录因子ERF012 Ethylene-responsive transcription factor ERF012 |
c30725.graph_c0 | 20.40 | 3.39 | — | — | 9.40E-25 | — | — | 乙烯响应转录因子ERF109 Ethylene-responsive transcription factor ERF109 |
c20641.graph_c0 | 1.54 | 4.92 | — | 3.92 | 3.56E-05 | — | 7.79E-04 | 生长素响应蛋白SAUR50 Auxin-responsive protein SAUR50 |
c27505.graph_c0 | 17.46 | 4.68 | — | — | 6.72E-25 | — | — | 生长素响应蛋白IAA29 Auxin-responsive protein IAA29 |
Table 7 Changes in expression levels and functional annotation of differentially expressed genes involved in plant hormone metabolic pathways and plant hormone signaling pathways in normal and cracked pericarp from‘Duwei’pummelo fruits
基因号 Gene number | FPKM | FDR | 功能注释 Functional annotation | |||||
---|---|---|---|---|---|---|---|---|
S1 | S2 | S3 | S4 | S1 vs. S2 | S1 vs. S3 | S1 vs. S4 | ||
c31925.graph_c0 | 3.96 | 12.00 | 24.04 | 31.57 | 3.46E-13 | 7.13E-117 | 1.49E-03 | 1-氨基环丙烷-1-羧酸合成酶1 1-aminocyclopropane-1-carboxylate synthase 1 |
c34661.graph_c1 | 11.83 | 28.35 | — | 42.14 | 2.60E-13 | — | 4.58E-16 | 乙烯响应转录因子2 Ethylene-responsive transcription factor 2 |
c24910.graph_c0 | 18.01 | 7.56 | — | — | 2.61E-09 | — | — | 乙烯响应转录因子1B Ethylene-responsive transcription factor 1B |
c22110.graph_c0 | 21.84 | 9.22 | — | 8.06 | 1.01E-06 | — | 2.97E-17 | 乙烯响应转录因子ERF003 Ethylene-responsive transcription factor ERF003 |
c33092.graph_c0 | 67.92 | 27.43 | — | 32.51 | 1.17E-17 | — | 6.18E-34 | 乙烯响应转录因子6 Ethylene-responsive transcription factor 6 |
c41869.graph_c0 | 83.76 | 21.24 | — | 34.08 | 3.92E-34 | — | 9.71E-26 | 乙烯响应转录因子ERF012 Ethylene-responsive transcription factor ERF012 |
c30725.graph_c0 | 20.40 | 3.39 | — | — | 9.40E-25 | — | — | 乙烯响应转录因子ERF109 Ethylene-responsive transcription factor ERF109 |
c20641.graph_c0 | 1.54 | 4.92 | — | 3.92 | 3.56E-05 | — | 7.79E-04 | 生长素响应蛋白SAUR50 Auxin-responsive protein SAUR50 |
c27505.graph_c0 | 17.46 | 4.68 | — | — | 6.72E-25 | — | — | 生长素响应蛋白IAA29 Auxin-responsive protein IAA29 |
基因号 Gene number | FPKM | FDR | 功能注释 Functional annotation | |||||
---|---|---|---|---|---|---|---|---|
S1 | S2 | S3 | S4 | S1 vs. S2 | S1 vs. S3 | S1 vs. S4 | ||
c31950.graph_c0 | 120.36 | 56.66 | — | — | 9.25E-21 | — | — | 类钙调磷酸酶B亚基互作蛋白激酶5 CBL-interacting protein kinase 5 |
c35904.graph_c2 | 85.01 | 41.21 | — | — | 2.68E-17 | — | — | 钙调素结合蛋白25 Calmodulin-binding protein 25 |
c32041.graph_c0 | 36.24 | 15.37 | — | — | 2.41E-28 | — | — | 钙调素结合蛋白60 B Calmodulin-binding protein 60 B |
c36358.graph_c1 | 123.02 | 44.81 | — | 52.89 | 6.78E-71 | — | 9.95E-46 | 钙调素结合蛋白60 E Calmodulin-binding protein 60 E |
c39881.graph_c0 | 320.87 | 140.00 | — | — | 1.78E-56 | — | — | WRKY 30转录因子 Probable WRKY transcription factor 30 |
c36727.graph_c0 | 59.98 | 12.61 | — | 27.91 | 6.23E-64 | — | 2.57E-16 | WRKY 33转录因子 Probable WRKY transcription factor 33 |
c30233.graph_c0 | 55.73 | 14.41 | — | 23.07 | 1.53E-66 | — | 5.63E-16 | WRKY 40转录因子 Probable WRKY transcription factor 40 |
c33780.graph_c0 | 201.50 | 73.90 | — | — | 1.09E-51 | — | — | WRKY 40转录因子 Probable WRKY transcription factor 40 |
c23445.graph_c0 | 104.01 | 29.37 | — | 40.42 | 2.67E-58 | — | 2.87E-44 | 脱水响应元件结合蛋白1D Dehydration-responsive element-binding protein 1D |
Table 8 Changes in expression levels and functional annotation of genes response to high temperature in normal and cracked pericarp from‘Duwei’pummelo fruits
基因号 Gene number | FPKM | FDR | 功能注释 Functional annotation | |||||
---|---|---|---|---|---|---|---|---|
S1 | S2 | S3 | S4 | S1 vs. S2 | S1 vs. S3 | S1 vs. S4 | ||
c31950.graph_c0 | 120.36 | 56.66 | — | — | 9.25E-21 | — | — | 类钙调磷酸酶B亚基互作蛋白激酶5 CBL-interacting protein kinase 5 |
c35904.graph_c2 | 85.01 | 41.21 | — | — | 2.68E-17 | — | — | 钙调素结合蛋白25 Calmodulin-binding protein 25 |
c32041.graph_c0 | 36.24 | 15.37 | — | — | 2.41E-28 | — | — | 钙调素结合蛋白60 B Calmodulin-binding protein 60 B |
c36358.graph_c1 | 123.02 | 44.81 | — | 52.89 | 6.78E-71 | — | 9.95E-46 | 钙调素结合蛋白60 E Calmodulin-binding protein 60 E |
c39881.graph_c0 | 320.87 | 140.00 | — | — | 1.78E-56 | — | — | WRKY 30转录因子 Probable WRKY transcription factor 30 |
c36727.graph_c0 | 59.98 | 12.61 | — | 27.91 | 6.23E-64 | — | 2.57E-16 | WRKY 33转录因子 Probable WRKY transcription factor 33 |
c30233.graph_c0 | 55.73 | 14.41 | — | 23.07 | 1.53E-66 | — | 5.63E-16 | WRKY 40转录因子 Probable WRKY transcription factor 40 |
c33780.graph_c0 | 201.50 | 73.90 | — | — | 1.09E-51 | — | — | WRKY 40转录因子 Probable WRKY transcription factor 40 |
c23445.graph_c0 | 104.01 | 29.37 | — | 40.42 | 2.67E-58 | — | 2.87E-44 | 脱水响应元件结合蛋白1D Dehydration-responsive element-binding protein 1D |
基因号 | FPKM | FDR | 功能注释 | |||||
---|---|---|---|---|---|---|---|---|
Gene number | S1 | S2 | S3 | S4 | S1 vs. S2 | S1 vs. S3 | S1 vs. S4 | Functional annotation |
c34657.graph_c0 | 4.61 | 2.02 | — | — | 1.38E-04 | — | — | LRR受体激酶BAK1 LRR receptor kinase BAK1 |
c39343.graph_c0 | 4.90 | 2.21 | — | — | 4.61E-06 | — | — | LRR类受体丝氨酸/苏氨酸蛋白激酶 Probable LRR receptor-like serine/threonine-protein kinase |
c41499.graph_c0 | 30.54 | 11.11 | — | — | 6.68E-51 | — | — | LRR类受体丝氨酸/苏氨酸蛋白激酶 Probable LRR receptor-like serine/threonine-protein kinase |
Table 9 Changes in expression levels and functional annotation of genes response to light in normal and cracked pericarp From‘Duwei’pummelo fruits
基因号 | FPKM | FDR | 功能注释 | |||||
---|---|---|---|---|---|---|---|---|
Gene number | S1 | S2 | S3 | S4 | S1 vs. S2 | S1 vs. S3 | S1 vs. S4 | Functional annotation |
c34657.graph_c0 | 4.61 | 2.02 | — | — | 1.38E-04 | — | — | LRR受体激酶BAK1 LRR receptor kinase BAK1 |
c39343.graph_c0 | 4.90 | 2.21 | — | — | 4.61E-06 | — | — | LRR类受体丝氨酸/苏氨酸蛋白激酶 Probable LRR receptor-like serine/threonine-protein kinase |
c41499.graph_c0 | 30.54 | 11.11 | — | — | 6.68E-51 | — | — | LRR类受体丝氨酸/苏氨酸蛋白激酶 Probable LRR receptor-like serine/threonine-protein kinase |
基因号 | FPKM | FDR | 功能注释 | |||||
---|---|---|---|---|---|---|---|---|
Gene number | S1 | S2 | S3 | S4 | S1 vs. S2 | S1 vs. S3 | S1 vs. S4 | Functional annotation |
c41451.graph_c0 | 290.39 | 86.72 | — | 141.35 | 2.32E-94 | — | 1.24E-54 | 丝裂原活化蛋白激酶3 Mitogen-activated protein kinase 3 |
c42328.graph_c0 | 98.24 | 30.38 | — | — | 2.62E-60 | — | — | 丝裂原活化蛋白激酶激酶激酶17 Mitogen-activated protein kinase kinase kinase 17 |
c30633.graph_c0 | 1.74 | 0.55 | — | — | 3.21E-03 | — | — | 丝裂原活化蛋白激酶激酶激酶17 Mitogen-activated protein kinase kinase kinase 17 |
c27988.graph_c0 | 15.42 | 3.15 | 29.35 | — | 6.45E-49 | 2.74E-40 | — | 丝裂原活化蛋白激酶激酶激酶18 Mitogen-activated protein kinase kinase kinase 18 |
c29755.graph_c0 | 6.95 | 1.98 | — | — | 1.93E-15 | — | — | 丝裂原活化蛋白激酶激酶激酶18 Mitogen-activated protein kinase kinase kinase 18 |
c22904.graph_c0 | 52.08 | 21.77 | — | — | 2.22E-44 | — | — | 类受体蛋白激酶HERK 1 Receptor-like protein kinase HERK 1 |
c41886.graph_c0 | 7.22 | 3.04 | — | — | 2.41E-06 | — | — | 类受体蛋白激酶 Probable receptor-like protein kinase |
c35877.graph_c1 | 6.15 | 1.88 | — | 1.71 | 5.74E-04 | — | 4.46E-06 | 富含半胱氨酸的类受体蛋白激酶20 Putative cysteine-rich receptor-like protein kinase 20 |
c34166.graph_c0 | 11.39 | 2.47 | — | — | 2.19E-32 | — | — | 丝氨酸/苏氨酸蛋白激酶类蛋白 CCR3 Putative serine/threonine-protein kinase-like protein CCR3 |
c33028.graph_c0 | 29.69 | 15.71 | — | — | 4.17E-24 | — | — | 丝氨酸/苏氨酸蛋白激酶PBL5 Probable serine/threonine-protein kinase PBL5 |
c33975.graph_c0 | 2.62 | 8.77 | — | 9.34 | 2.72E-07 | — | 2.25E-08 | 丝氨酸/苏氨酸蛋白激酶PIX13 Probable serine/threonine-protein kinase PIX13 |
c40710.graph_c0 | 17.50 | 8.15 | — | — | 3.24E-23 | — | — | 丝氨酸/苏氨酸蛋白激酶PBL3 Probable serine/threonine-protein kinase PBL3 |
c32569.graph_c0 | 4.53 | 11.26 | 10.70 | — | 1.63E-09 | 6.70E-21 | — | 类受体丝氨酸/苏氨酸蛋白激酶 Receptor-like serine/threonine- protein kinase |
c40773.graph_c2 | 200.52 | 48.05 | — | — | 1.71E-55 | — | — | 蛋白磷酸酶2C 25 Probable protein phosphatase 2C 25 |
c37271.graph_c0 | 25.40 | 7.32 | — | — | 1.12E-37 | — | — | 蛋白磷酸酶2C 30 Probable protein phosphatase 2C 30 |
c42044.graph_c0 | 1.49 | 0.32 | 5.29 | — | 4.45E-03 | 6.16E-10 | — | 钙结合蛋白CML31 Probable calcium-binding protein CML31 |
c32527.graph_c0 | 63.33 | 13.99 | — | 29.97 | 3.84E-53 | — | 3.08E-18 | 钙结合蛋白CML37 Calcium-binding protein CML37 |
c34433.graph_c1 | 153.82 | 61.44 | — | — | 3.46E-22 | — | — | 钙结合蛋白CML45 Probable calcium-binding protein CML45 |
c24793.graph_c0 | 29.94 | 12.63 | — | 14.07 | 3.13E-15 | — | 1.35E-07 | MYB4转录因子 Transcription factor MYB4 |
c26406.graph_c0 | 167.49 | 57.65 | — | — | 1.82E-45 | — | — | MYB4转录因子 Transcription factor MYB4 |
c35593.graph_c0 | 93.03 | 43.27 | — | — | 1.13E-27 | — | — | MYB44转录因子 Transcription factor MYB44 |
c41858.graph_c0 | 224.63 | 40.70 | — | — | 3.66E-76 | — | — | 锌指蛋白ZAT8 Zinc finger protein ZAT8 |
c23865.graph_c0 | 256.34 | 95.74 | — | 102.04 | 2.35E-43 | — | 1.07E-42 | 锌指蛋白ZAT10 Zinc finger protein ZAT10 |
c28537.graph_c0 | 264.63 | 82.51 | — | — | 3.23E-32 | — | — | 锌指蛋白ZAT10 Zinc finger protein ZAT10 |
c28249.graph_c0 | 20.67 | 3.85 | — | — | 4.70E-30 | — | — | 锌指蛋白ZAT11 Zinc finger protein ZAT11 |
c32466.graph_c0 | 164.66 | 48.15 | — | — | 2.55E-74 | — | — | RING-H2锌指蛋白ATL2 RING-H2 finger protein ATL2 |
c38319.graph_c3 | 53.94 | 16.60 | — | 26.76 | 1.79E-41 | — | 8.40E-28 | RING-H2锌指蛋白 ATL60 RING-H2 finger protein ATL60 |
Table 10 Changes in expression levels and functional annotation of genes response to water deficiency in normal and cracked pericarp from‘Duwei’pummelo fruits
基因号 | FPKM | FDR | 功能注释 | |||||
---|---|---|---|---|---|---|---|---|
Gene number | S1 | S2 | S3 | S4 | S1 vs. S2 | S1 vs. S3 | S1 vs. S4 | Functional annotation |
c41451.graph_c0 | 290.39 | 86.72 | — | 141.35 | 2.32E-94 | — | 1.24E-54 | 丝裂原活化蛋白激酶3 Mitogen-activated protein kinase 3 |
c42328.graph_c0 | 98.24 | 30.38 | — | — | 2.62E-60 | — | — | 丝裂原活化蛋白激酶激酶激酶17 Mitogen-activated protein kinase kinase kinase 17 |
c30633.graph_c0 | 1.74 | 0.55 | — | — | 3.21E-03 | — | — | 丝裂原活化蛋白激酶激酶激酶17 Mitogen-activated protein kinase kinase kinase 17 |
c27988.graph_c0 | 15.42 | 3.15 | 29.35 | — | 6.45E-49 | 2.74E-40 | — | 丝裂原活化蛋白激酶激酶激酶18 Mitogen-activated protein kinase kinase kinase 18 |
c29755.graph_c0 | 6.95 | 1.98 | — | — | 1.93E-15 | — | — | 丝裂原活化蛋白激酶激酶激酶18 Mitogen-activated protein kinase kinase kinase 18 |
c22904.graph_c0 | 52.08 | 21.77 | — | — | 2.22E-44 | — | — | 类受体蛋白激酶HERK 1 Receptor-like protein kinase HERK 1 |
c41886.graph_c0 | 7.22 | 3.04 | — | — | 2.41E-06 | — | — | 类受体蛋白激酶 Probable receptor-like protein kinase |
c35877.graph_c1 | 6.15 | 1.88 | — | 1.71 | 5.74E-04 | — | 4.46E-06 | 富含半胱氨酸的类受体蛋白激酶20 Putative cysteine-rich receptor-like protein kinase 20 |
c34166.graph_c0 | 11.39 | 2.47 | — | — | 2.19E-32 | — | — | 丝氨酸/苏氨酸蛋白激酶类蛋白 CCR3 Putative serine/threonine-protein kinase-like protein CCR3 |
c33028.graph_c0 | 29.69 | 15.71 | — | — | 4.17E-24 | — | — | 丝氨酸/苏氨酸蛋白激酶PBL5 Probable serine/threonine-protein kinase PBL5 |
c33975.graph_c0 | 2.62 | 8.77 | — | 9.34 | 2.72E-07 | — | 2.25E-08 | 丝氨酸/苏氨酸蛋白激酶PIX13 Probable serine/threonine-protein kinase PIX13 |
c40710.graph_c0 | 17.50 | 8.15 | — | — | 3.24E-23 | — | — | 丝氨酸/苏氨酸蛋白激酶PBL3 Probable serine/threonine-protein kinase PBL3 |
c32569.graph_c0 | 4.53 | 11.26 | 10.70 | — | 1.63E-09 | 6.70E-21 | — | 类受体丝氨酸/苏氨酸蛋白激酶 Receptor-like serine/threonine- protein kinase |
c40773.graph_c2 | 200.52 | 48.05 | — | — | 1.71E-55 | — | — | 蛋白磷酸酶2C 25 Probable protein phosphatase 2C 25 |
c37271.graph_c0 | 25.40 | 7.32 | — | — | 1.12E-37 | — | — | 蛋白磷酸酶2C 30 Probable protein phosphatase 2C 30 |
c42044.graph_c0 | 1.49 | 0.32 | 5.29 | — | 4.45E-03 | 6.16E-10 | — | 钙结合蛋白CML31 Probable calcium-binding protein CML31 |
c32527.graph_c0 | 63.33 | 13.99 | — | 29.97 | 3.84E-53 | — | 3.08E-18 | 钙结合蛋白CML37 Calcium-binding protein CML37 |
c34433.graph_c1 | 153.82 | 61.44 | — | — | 3.46E-22 | — | — | 钙结合蛋白CML45 Probable calcium-binding protein CML45 |
c24793.graph_c0 | 29.94 | 12.63 | — | 14.07 | 3.13E-15 | — | 1.35E-07 | MYB4转录因子 Transcription factor MYB4 |
c26406.graph_c0 | 167.49 | 57.65 | — | — | 1.82E-45 | — | — | MYB4转录因子 Transcription factor MYB4 |
c35593.graph_c0 | 93.03 | 43.27 | — | — | 1.13E-27 | — | — | MYB44转录因子 Transcription factor MYB44 |
c41858.graph_c0 | 224.63 | 40.70 | — | — | 3.66E-76 | — | — | 锌指蛋白ZAT8 Zinc finger protein ZAT8 |
c23865.graph_c0 | 256.34 | 95.74 | — | 102.04 | 2.35E-43 | — | 1.07E-42 | 锌指蛋白ZAT10 Zinc finger protein ZAT10 |
c28537.graph_c0 | 264.63 | 82.51 | — | — | 3.23E-32 | — | — | 锌指蛋白ZAT10 Zinc finger protein ZAT10 |
c28249.graph_c0 | 20.67 | 3.85 | — | — | 4.70E-30 | — | — | 锌指蛋白ZAT11 Zinc finger protein ZAT11 |
c32466.graph_c0 | 164.66 | 48.15 | — | — | 2.55E-74 | — | — | RING-H2锌指蛋白ATL2 RING-H2 finger protein ATL2 |
c38319.graph_c3 | 53.94 | 16.60 | — | 26.76 | 1.79E-41 | — | 8.40E-28 | RING-H2锌指蛋白 ATL60 RING-H2 finger protein ATL60 |
Fig. 2 Cell wall material contents of the normal and cracked pericarp of fruits from the‘Duwei’pummelo cultivar Data are shown as mean±standard error of three biological replicates. Data were analyzed by using ANOVA with Duncan’s Multiple Range test(P < 0.05).
Fig. 3 Verification of expression levels of differentially expressed genes were analyzed by quantitative real-time PCR(n = 3) A. Trends of relative expression levels of genes along with the increased fruit cracking degree;B. Pearson correlation analysis of relative expression levels of genes detected using quantitative real-time PCR and RNA-seq.
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