Identification and classification of london planetree P450 genes
P450 genes belong to a complex gene superfamily. According to sequence homology, this superfamily can be divided into many gene families and subfamilies (Nelson et al. 1996). The P450 genes were identified from the london planetree transcriptomes using an iterative process. Consequently, a total of 96 assumed P450 genes were identified (Supplementary data 1 and 2). They all have complete P450 cytochrome motifs. Each P450 gene was assigned a name according to the standard system of P450 nomenclature described by Nelson (Nelson et al. 1996). Table 1 shows the 96 P450 genes divided into 8 clans consisting of 41 families and 61 subfamilies. Among them, the CYP71 clan, which represents the whole set of A type P450 genes, contains 44 genes belonging to 16 families (CYP71, CYP73, CYP75-CYP79, CYP81-CYP82, CYP84, CYP89, CYP92, CYP98, CYP701, CYP706, CYP736). The remaining genes were of the non-A type and belong to seven CYP clans (CYP51, 72, 74, 85, 86, 97, and 727) and 25 families (CYP51, CYP72, CYP74, CYP85-88, CYP90, CYP94, CYP96-97, CYP704, CYP707, CYP711, CYP714-716, CYP720-722, CYP727, CYP729, CYP734, CYP749, and CYP865).
Table 1
Characterization of the P450 Genes identified in london planetree.
Gene ID | Type | Clan | Family | Subfamily | AA length |
T106607_c0_g1 | A | 71 | 71 | CYP71AS26 | 507 |
T112746_c1_g3 | A | 71 | 71 | CYP71AQ23 | 524 |
T27211_c0_g1 | A | 71 | 71 | CYP71AN82 | 530 |
T64098_c0_g1 | A | 71 | 71 | CYP71AS25 | 478 |
T96249_c0_g1 | A | 71 | 71 | CYP71AS27 | 503 |
T104955_c0_g1 | A | 71 | 73 | CYP73A321 | 534 |
T114704_c5_g1 | A | 71 | 73 | CYP73A320 | 506 |
T70192_c0_g1 | A | 71 | 73 | CYP73A319 | 421 |
T110750_c6_g1 | A | 71 | 75 | CYP75A136 | 517 |
T111990_c2_g1 | A | 71 | 76 | CYP76T42 | 528 |
T99173_c0_g1 | A | 71 | 76 | CYP76A135 | 510 |
T111776_c0_g2 | A | 71 | 76 | CYP76AG10 | 455 |
T197183_c0_g1 | A | 71 | 76 | CYP76B132 | 477 |
T89372_c0_g1 | A | 71 | 76 | CYP76AU6 | 510 |
T91529_c0_g1 | A | 71 | 76 | CYP76T43 | 505 |
T94838_c2_g1 | A | 71 | 77 | CYP77A91 | 513 |
T100522_c1_g1 | A | 71 | 78 | CYP78A469 | 526 |
T107496_c3_g1 | A | 71 | 78 | CYP78A468 | 439 |
T95772_c0_g1 | A | 71 | 78 | CYP78A470 | 518 |
T114122_c11_g2 | A | 71 | 79 | CYP79A209 | 427 |
T94418_c0_g1 | A | 71 | 79 | CYP79A208 | 554 |
T114251_c2_g1 | A | 71 | 81 | CYP81B213 | 510 |
T109002_c0_g1 | A | 71 | 81 | CYP81BG48 | 507 |
T107370_c3_g1 | A | 71 | 82 | CYP82C145 | 531 |
T107630_c2_g2 | A | 71 | 82 | CYP82S29 | 562 |
T112128_c5_g1 | A | 71 | 82 | CYP82C146 | 536 |
T96961_c1_g1 | A | 71 | 82 | CYP82C147 | 447 |
T93893_c2_g2 | A | 71 | 84 | CYP84A170 | 488 |
T106029_c0_g1 | A | 71 | 89 | CYP89A333 | 365 |
T108794_c0_g1 | A | 71 | 89 | CYP89A332 | 513 |
T106738_c2_g1 | A | 71 | 92 | CYP92A252 | 517 |
T106738_c2_g4 | A | 71 | 92 | CYP92A253 | 469 |
T131447_c0_g1 | A | 71 | 92 | CYP92A251 | 515 |
T109296_c3_g1 | A | 71 | 98 | CYP98A182 | 552 |
T89645_c0_g1 | A | 71 | 701 | CYP701A129 | 511 |
T102543_c1_g1 | A | 71 | 706 | CYP706C128 | 462 |
T105878_c2_g1 | A | 71 | 706 | CYP706C129 | 526 |
T108181_c2_g1 | A | 71 | 706 | CYP706C127 | 533 |
T110558_c0_g1 | A | 71 | 706 | CYP706C124 | 438 |
T112194_c3_g2 | A | 71 | 75 | CYP75B193 | 523 |
T113094_c1_g1 | A | 71 | 706 | CYP706C126 | 572 |
T82913_c0_g1 | A | 71 | 706 | CYP706C125 | 454 |
T82913_c0_g2 | A | 71 | 706 | CYP706C130 | 529 |
T113051_c0_g1 | A | 71 | 736 | CYP736A361 | 511 |
T111096_c0_g1 | non-A | 51 | 51 | CYP51G1 | 447 |
T106385_c7_g1 | non-A | 72 | 72 | CYP72A951 | 515 |
T114931_c4_g3 | non-A | 72 | 72 | CYP72A952 | 401 |
T96587_c0_g1 | non-A | 72 | 72 | CYP72D43 | 530 |
T98958_c0_g1 | non-A | 72 | 72 | CYP72D44 | 520 |
T105299_c1_g3 | non-A | 727 | 727 | CYP727B26 | 574 |
T106140_c0_g2 | non-A | 74 | 74 | CYP74B58 | 481 |
T107931_c2_g1 | non-A | 74 | 74 | CYP74A187 | 471 |
T108368_c2_g1 | non-A | 74 | 74 | CYP74A186 | 503 |
T108368_c2_g2 | non-A | 74 | 74 | CYP74A188 | 528 |
T93632_c0_g1 | non-A | 74 | 74 | CYP74A185 | 505 |
T110273_c2_g1 | non-A | 85 | 85 | CYP85A1 | 434 |
T100547_c0_g1 | non-A | 86 | 86 | CYP86A259 | 520 |
T100547_c0_g2 | non-A | 86 | 86 | CYP86A260 | 532 |
T112826_c0_g1 | non-A | 86 | 86 | CYP86A261 | 561 |
T12699_c0_g1 | non-A | 86 | 86 | CYP86C31 | 517 |
T113141_c1_g1 | non-A | 86 | 86 | CYP86B101 | 570 |
T97428_c0_g2 | non-A | 86 | 96 | CYP96A271 | 520 |
T105851_c0_g1 | non-A | 85 | 87 | CYP87B52 | 509 |
T112210_c4_g2 | non-A | 85 | 87 | CYP87B53 | 473 |
T102814_c1_g1 | non-A | 85 | 88 | CYP88A155 | 370 |
T107060_c0_g1 | non-A | 85 | 729 | CYP729A66 | 485 |
T103609_c1_g1 | non-A | 85 | 720 | CYP720A1 | 494 |
T106945_c6_g1 | non-A | 85 | 90 | CYP90B102 | 342 |
T105131_c0_g1 | non-A | 85 | 90 | CYP90C52 | 486 |
T104689_c1_g1 | non-A | 85 | 90 | CYP90D77 | 473 |
T107552_c0_g1 | non-A | 86 | 94 | CYP94A139 | 418 |
T107552_c0_g3 | non-A | 86 | 94 | CYP94A140 | 385 |
T84507_c0_g1 | non-A | 86 | 94 | CYP94A141 | 512 |
T103954_c0_g1 | non-A | 86 | 94 | CYP94C184 | 507 |
T104245_c0_g1 | non-A | 86 | 94 | CYP94F27 | 460 |
T106684_c3_g1 | non-A | 86 | 94 | CYP94D183 | 507 |
T110762_c4_g1 | non-A | 97 | 97 | CYP97B153 | 580 |
T98930_c0_g1 | non-A | 97 | 97 | CYP97C141 | 572 |
T110318_c0_g1 | non-A | 86 | 704 | CYP704A300 | 536 |
T105507_c2_g2 | non-A | 85 | 707 | CYP707A299 | 389 |
T107927_c2_g1 | non-A | 85 | 707 | CYP707A298 | 390 |
T111367_c4_g1 | non-A | 85 | 707 | CYP707A300 | 469 |
T106000_c0_g1 | non-A | 72 | 721 | CYP721A105 | 517 |
T93659_c0_g1 | non-A | 72 | 865 | CYP865A3 | 513 |
T109414_c0_g2 | non-A | 74 | 711 | CYP711A211 | 549 |
T65915_c0_g1 | non-A | 72 | 714 | CYP714G31 | 513 |
T96793_c0_g1 | non-A | 72 | 714 | CYP714G32 | 515 |
T100178_c1_g1 | non-A | 72 | 715 | CYP715A87 | 536 |
T104170_c4_g1 | non-A | 85 | 716 | CYP716A358 | 539 |
T104170_c5_g1 | non-A | 85 | 716 | CYP716A138 | 497 |
T104170_c6_g1 | non-A | 85 | 716 | CYP716A139 | 483 |
T93105_c0_g1 | non-A | 85 | 716 | CYP716A359 | 483 |
T102826_c0_g1 | non-A | 85 | 722 | CYP722A1 | 508 |
T102256_c0_g1 | non-A | 72 | 734 | CYP734A115 | 537 |
T109507_c0_g1 | non-A | 72 | 749 | CYP749A371 | 531 |
T82736_c0_g1 | non-A | 72 | 734 | CYP734A116 | 399 |
Phylogenetic and evolutionary analysis of predicted P450s in london planetree
The 96 london planetree P450 proteins were used to construct an ML tree (Fig. 1). The phylogenetic tree shows that 45.45% (45 genes) of the 96 CYP450s are A-type and belong to 16 families. The remaining 44.44% of CYP450s genes (44) are non-A type including seven clans and 22 families. There were eight clans in london planetree CYP450s. Four clans consist of multiple families, CYP71, CYP72, CYP74, CYP85, CYP86, and CYP88. The other five clans contain only one family each, CYP51, CYP97.
Using the reciprocal best hit method, we identified 48 P450 orthologous genes between london planetree and A. thaliana (Table 2). Among the 48 homologous genes, 31 were non-A type. Then, we used maximum likelihood analyses of ka and ks to estimate P450 genes that evolved under positive selection in the 48 P450 orthologous pairwise comparisons from these two species. Of these genes, all P450 orthologous genes have ka/ks < 0.17 (Table 2). This finding suggests a strong negative selection of P450 genes between london planetree and A. thaliana.
Table 2
Ka, Ks, and Ka/Ks values for P450 orthologous gene pairs between london planetree and A. thaliana.
P. acerifolia | A. thaliana | Ka | Ks | Ka/Ks |
T100178_c1_g1 | AtCYP715A1 | 0.312395 | 3.37001 | 0.092698 |
T100522_c1_g1 | AtCYP78A9 | 0.215629 | 3.29902 | 0.065362 |
T100547_c0_g2 | AtCYP86A1 | 0.150938 | 3.62665 | 0.041619 |
T102256_c0_g1 | AtCYP734A1 | 0.164276 | 3.74829 | 0.043827 |
T102814_c1_g1 | AtCYP88A3 | 0.218112 | 3.6329 | 0.060038 |
T102826_c0_g1 | AtCYP722A1 | 0.280709 | 3.624 | 0.077458 |
T103609_c1_g1 | AtCYP720A1 | 0.186885 | 3.92075 | 0.047666 |
T103954_c0_g1 | AtCYP94C1 | 0.243146 | 3.71293 | 0.065486 |
T104170_c5_g1 | AtCYP716A1 | 0.280525 | 3.57183 | 0.078538 |
T104689_c1_g1 | AtCYP90D1 | 0.241459 | 3.92495 | 0.061519 |
T105131_c0_g1 | AtCYP90C1 | 0.256305 | 2.67187 | 0.095927 |
T106000_c0_g1 | AtCYP721A1 | 0.327401 | 3.30349 | 0.099108 |
T106140_c0_g2 | AtCYP74B2 | 0.273318 | 3.48284 | 0.078476 |
T106385_c7_g1 | AtCYP72A15 | 0.29698 | 3.1155 | 0.095324 |
T106607_c0_g1 | AtCYP71B10 | 0.360631 | 3.262 | 0.110555 |
T106684_c3_g1 | AtCYP94D2 | 0.286939 | 3.6059 | 0.079575 |
T106945_c6_g1 | AtCYP90B1 | 0.148174 | 3.55165 | 0.04172 |
T107370_c3_g1 | AtCYP82C4 | 0.313402 | 3.25326 | 0.096335 |
T107496_c3_g1 | AtCYP78A10 | 0.244669 | 3.67622 | 0.066555 |
T107927_c2_g1 | AtCYP707A4 | 0.179418 | 3.73593 | 0.048025 |
T108181_c2_g1 | AtCYP706A4 | 0.326058 | 3.03185 | 0.107544 |
T108368_c2_g2 | AtCYP74A | 0.243616 | 3.49106 | 0.069783 |
T108794_c0_g1 | AtCYP89A6 | 0.340723 | 3.08638 | 0.110395 |
T109002_c0_g1 | AtCYP81D2 | 0.339567 | 3.05808 | 0.111039 |
T109296_c3_g1 | AtCYP98A3 | 0.135201 | 3.7956 | 0.03562 |
T109414_c0_g2 | AtCYP711A1 | 0.20527 | 3.66237 | 0.056048 |
T110273_c2_g1 | AtCYP85A2 | 0.208517 | 3.84729 | 0.054199 |
T110318_c0_g1 | AtCYP704A1 | 0.282033 | 3.61987 | 0.077912 |
T110762_c4_g1 | AtCYP97B3 | 0.141007 | 2.17206 | 0.064918 |
T111096_c0_g1 | AtCYP51G1 | 0.083398 | 4.01241 | 0.020785 |
T111367_c4_g1 | AtCYP707A3 | 0.150369 | 3.95456 | 0.038024 |
T112194_c3_g2 | AtCYP75B1 | 0.223386 | 3.25441 | 0.068641 |
T112210_c4_g2 | AtCYP87A2 | 0.37237 | 3.1471 | 0.118322 |
T112746_c1_g3 | AtCYP71A26 | 0.365246 | 3.05039 | 0.119737 |
T112826_c0_g1 | AtCYP86A2 | 0.171169 | 3.62077 | 0.047274 |
T113141_c1_g1 | AtCYP86B1 | 0.218138 | 3.79198 | 0.057526 |
T114704_c5_g1 | AtCYP73A5 | 0.087907 | 3.9213 | 0.022418 |
T12699_c0_g1 | AtCYP86C1 | 0.279705 | 3.56262 | 0.078511 |
T84507_c0_g1 | AtCYP94B1 | 0.466905 | 2.79813 | 0.166863 |
T89645_c0_g1 | AtCYP701A3 | 0.265476 | 2.53937 | 0.104544 |
T91529_c0_g1 | AtCYP76C4 | 0.435223 | 2.70903 | 0.160657 |
T93893_c2_g2 | AtCYP84A1 | 0.150196 | 4.06827 | 0.036919 |
T94418_c0_g1 | AtCYP79A2 | 0.310712 | 3.50924 | 0.088541 |
T94838_c2_g1 | AtCYP77A4 | 0.198313 | 3.71916 | 0.053322 |
T96793_c0_g1 | AtCYP714A1 | 0.435318 | 2.98695 | 0.14574 |
T97428_c0_g2 | AtCYP96A1 | 0.430124 | 2.65867 | 0.161781 |
T98930_c0_g1 | AtCYP97C1 | 0.126936 | 3.9521 | 0.032119 |
T99173_c0_g1 | AtCYP76G1 | 0.417738 | 2.94527 | 0.141833 |
Gene expression profiles and co-expression network analysis of london planetree P450 genes
RNA sequencing was used to analyze the gene expression partners of all 96 CYP450s. The results reveal the expression pattern of the P450 genes involved in the response of london planetree leaves to the feeding stress of sycamore lace bug. After 24 h of feeding damage, 26 P450 genes were significantly up-regulated and 4 P450 genes (T96793_c0_g1, T108181_c2_g1, T110558_c0_g1, T102543_c1_g1) were significantly down-regulated (Table S3). After 48 h of damage, 12 P450 genes were significantly up-regulated and 4 P450 genes (T96587_c0_g1, T105507_c2_g2, T109002_c0_g1, T108368_c2_g2) were significantly down regulated. Among them, 10 P450 genes were simultaneously significantly up-regulated after 24 h and 48 h of feeding damage (Table S3 and Fig. 2 and Figure S1) as common defense genes. No P450 gene that were simultaneously significantly down-regulated were identified at both time point.
The samples were clustered according to the gene expression level. The clustering results based on average distance and the hierarchical clustering algorithm show that the materials used for sequencing have high repeatability in each process and the gene expression patterns in the same process are similar and clustered together (Fig. 2). We calculated the soft valve value (β) and finally the β value set as 11. The weighted gene co-expression network was successfully constructed by the WGCNA method, and the network was divided into four main modules (Figure S3, Table S4). The number of genes in the co-expression module ranged from 14–40, and a total of 97 genes were contained. The number of genes containing the turquoise module was greatest (up to 40) while at least 13 genes were present in the yellow module. The yellow module corresponded to the defensive mode after the sycamore lace bug damage. (Figure S4). Thus, the module may participate in anti-insect resistance. Further analysis of the yellow module identified three hub genes (CYP74A187 (T107931_c2_g1), CYP94A140 (T107552_c0_g3), and CYP79A208 (T94418_c0_g1) (Fig. 3). Among these three genes, T107931_c2_g1 are key oxide synthase encoding genes of JA synthesis pathways, T107552_c0_g3 is P450-dependent fatty omega-hydroxylase, which is a key enzyme that forms hydroxy-fatty. T94418_c0_g1 is a gene encoding phenylalanine N-monooxygenase.
Qpcr Verification Of Key P450 Genes Of London Planetree Against Sycamore Lace Bug
We chose the three hub genes identified above, and 6 common up-regulated genes. A total of 9 P450 genes were verified by qPCR expression. The qPCR result was consistent with the result of the quantitative analysis of the transcription group (Fig. 4). Among them, six genes including T107931_c2_g1 (CYP74A187), T107552_c0_g3 (CYP94A140), T94418_c0_g1 (CYP79A208), T82913_c0_g2 (CYP706C130), T107630_c2_g2 (CYP82S29), and T111990_c2_g1 (CYP76T42) were expressed after sycamore lace bug feeding damage. And, the level of expression of these six genes at 48 h was higher than that at 24 h. Four genes, including T91529_c0_g1 (CYP76T43), T106140_c0_g2 (CYP74B58), T107630_c2_g2 (CYP82S29) and T108368_c2_g1 (CYP74A186) were expressed at 24 and 48 h after sycamore lace bug damage but their expression at 48 h was less than that at 24 h. In these genes, the qPCR results showed that T107931_c2_g1 (CYP74A187), T111990_c2_g1 (CYP76T42), T91529_c0_g1 (CYP76T43), T107630_c2_g2 (CYP82S29), and T108368_c2_g1 (CYP74A186) have dominated and may play a relatively more important role in london planetree defense against sycamore lace bug.
Cloning of AOS genes, homologous modeling and molecular docking
From the transcriptome expression quantity of the above genes and the results of qPCR analysis, we found that T107931_c2_g1 (CYP74A187) was significantly up-regulated after 24 h and 48 h. This gene is the key enzyme gene of JA synthesis pathway (Ruan et al. 2019). The induced expression of this gene suggests that the JA pathway is involved in the defense of london planetree against sycamore lace bug. In view of this, we further cloned this AOS gene (T107931_c2_g1), and conducted homologous modeling and molecular docking analysis of the AOS gene. Cloning and sequencing showed that the full-length sequence of the AOS gene of london planetree was 1485 bp and it encoded 494 amino acids (NCBI Genbank number OM638588). Three templates were further selected to model the homology of london planetree AOS protein, The selected PDB templates included CYP74A (PDB ID: 2RCH) and CYP74A (PDB ID: 2RCM) of A. thaliana (Lee et al. 2008)and CYP74A of Parthenium argentatum (PDB ID: 3DAM) (Li et al. 2008). These templates had protein level homology of 63.14%, 62.92%, and 61.06%. Three models were constructed of which the DOPE score of model 2 (-53553.414063) was the lowest after further analysis with Profiles-3D, the verify score of the model was 164.53, the expected high score was 215.099 and the expected low score was 96.7944. The Ramachandran diagram of Procheck evaluation results (Figure S5) show that the modeling protein 92 6% of the residues were located in the optimal region, 5.9% of the residues fall in other suitable areas, and no residues fall in reluctantly permitted areas and unreasonable areas. These results reached a high-quality modeling standard (> 90%) and showed that the results obtained by modeling are reasonable. Molecular docking analysis showed that (9z, 11e, 13s) − 13-hydroxyadeca-9,11-dienoic acid could be bound by london planetree AOS, and the highest binding energy was − 35.5538 kcal mol-1 highest interaction energy was − 45.9477 kcal mol-1. Molecular interaction analysis showed that there were alkyl and PI alkyl forces between four amino acids CYS140, LYS154, PHE157, and PRO460 and small molecules, amino acids TRY380 and ASN445 were conventional hydrogen bonds for AOS and small molecules. There was an attractive charge between LYS119 and small molecules, and there was a carbon-hydrogen bond between GLN379 and small molecules (Fig. 5). These eight amino acids are the key amino acid residues of the interaction between london planetree AOS and (9z, 11e, 13s) − 13-hydroxyactadeca-9,11-dienoic acid.