Skip to main content
Scientific Reports logoLink to Scientific Reports
. 2017 Feb 7;7:42229. doi: 10.1038/srep42229

Genome-wide analysis of auxin transport genes identifies the hormone responsive patterns associated with leafy head formation in Chinese cabbage

Li-wei Gao 1,*, Shan-wu Lyu 1,*, Jun Tang 2, Dao-yun Zhou 1, Guusje Bonnema 3, Dong Xiao 1, Xi-lin Hou 1, Chang-wei Zhang 1,a
PMCID: PMC5294403  PMID: 28169368

Abstract

Auxin resistant 1/like aux1 (AUX/LAX), pin-formed (PIN) and ATP binding cassette subfamily B (ABCB/MDR/PGP) are three families of auxin transport genes. The development-related functions of the influx and efflux carriers have been well studied and characterized in model plants. However, there is scant information regarding the functions of auxin genes in Chinese cabbage and the responses of exogenous polar auxin transport inhibitors (PATIs). We conducted a whole-genome annotation and a bioinformatics analysis of BrAUX/LAX, BrPIN, and BrPGP genes in Chinese cabbage. By analyzing the expression patterns at several developmental stages in the formation of heading leaves, we found that most auxin-associate genes were expressed throughout the entire process of leafy head formation, suggesting that these genes played important roles in the development of heads. UPLC was used to detect the distinct and uneven distribution of auxin in various segments of the leafy head and in response to PATI treatment, indicated that the formation of the leafy head depends on polar auxin transport and the uneven distribution of auxin in leaves. This study provides new insight into auxin polar transporters and the possible roles of the BrLAX, BrPIN and BrPGP genes in leafy head formation in Chinese cabbage.


Chinese cabbage (Brassica rapa L. ssp. pekinensis), which originated in China, is one of the most important Brassica vegetables. As the nutrient storage organ, the leafy head is composed of incurved, yellowish leaves, with good taste and abundant nutrients, including multiple types of dietary fiber and vitamins, all of which are important parameters of leafy head quality. Poor heading of leaves can often cause a considerable yield reduction1. The economic benefits of a leafy head depend on many factors, such as temperature, light intensity, auxin concentration, and the carbohydrate-to-nitrogen ratio. Among these factors, auxin is the most important, and an uneven distribution of auxin concentration in Chinese cabbage can modify the characteristics of head formation. However, the molecular mechanism and genetic basis of leafy head development remain poorly understood.

It is commonly accepted that auxin is necessary for the growth and development of plants2,3,4 and is the only plant hormone with the feature of polar transport, which can determine the plant morphology5. Indole-3-acetic acid (IAA) is the principal auxin6,7,8, and its concentration and uneven distribution in leaves can modify the apical dominance, the tropic growth, the senescence delay, and the differentiation of xylem and phloem; therefore, polar auxin transport (PAT) is the primary decision-maker of plant morphology5,9,10,11. There is some evidence showing that leafy head formation in Chinese cabbage may depend on a relatively high auxin concentration and uneven auxin distribution in head leaves1. After the rosette stage, folding leaves began to bend inward and upward under the effect of an auxin gradient. The leaves of Chinese cabbage curve inward as they are exposed to higher auxin content.

Recent results indicated that auxin is biosynthesized in the meristematic tissue regions at the shoot apex and forms auxin gradients that regulate cellular events by coordinating the actions of influx (AUX/LAX), efflux PIN-FORMED (PIN) and ATP binding cassette subfamily B (ABCB/MDR/PGP) carriers in the plasma membrane5,12,13,14,15. The AUX/LAX gene family is composed of four members, AUX1, LAX1, LAX2 and LAX316. In a previous study, AUX1 mutants of Arabidopsis were used to investigate the function of the auxin influx carrier17. AUX1 and LAX1 are two regulators of phyllotactic patterning in Arabidopsis, and LAX2 has been reported to regulate vascular patterning in cotyledons. LAX3 has been reported to participate in lateral root emergence and to facilitate auxin uptake16,18. The auxin efflux carrier PIN genes were the first to be identified as essential for PAT15,19,20. The PIN gene family, a small multigene family, consists of eight members called AtPIN1 to AtPIN8. Previous research showed that PINs are involved in various biological processes in plant development, including mediating the auxin concentration and playing a role in gravity-sensing tissues, as well as regulating pollen development and function and intracellular auxin transport15,21,22,23,24. The resistance-type ATP binding cassette subfamily B (ABCB) possesses 21 transcribed genes and 1 pseudogene in Arabidopsis. A previous study suggested that PGP genes played a critical role in cellular and long-distance auxin transport25. Among the AtPGP family, at least six members (PGP1, 4, 14, 15, 19, and 21) mediate the process of auxin update in Arabidopsis25,26,27,28.

Recently, PAT has been demonstrated by auxin efflux inhibitors, such as 2,3,5-triiodobenzoic acid (TIBA) and 1-N-naphthylpthalamic acid (NPA)29. These two PATIs were used to identify the candidate members of three gene families related to auxin transport. When treated with NPA or TIBA, plants cannot form the compacted heads observed in control groups.

To understand the auxin response in Chinese cabbage, we used a genome-wide analysis to characterize three PAT-related gene families, LAX, PIN and PGP. We systematically analyzed the BrLAX, BrPIN and BrPGP gene families’ chromosome distributions, gene structures, phylogenic relationships and expression profiles. Specifically, two PATIs were used to confirm the response patterns of candidate genes in leafy head formation and leaf folding. The qRT-PCR analysis showed that some of the PAT-related genes in these three families contributed to the uneven auxin distribution in outer heading leaves (HLs). Moreover, UPLC was used to identify IAA content in HLs with and without PATI treatments, further demonstrating that head formation requires distinct auxin distribution patterns in different segments. These results provide a foundation for further studies on leafy head formation and PAT in Chinese cabbage. This work offers evidence for the regulation of leafy head formation by auxin genes and may assist with progress in the gene-engineered breeding of high-yield and high-quality crops.

Results

Identification of BrLAX, BrPIN and BrPGP

Previous reports have identified 4 AtAUX/LAX, 8 AtPIN and 22 AtPGP genes in Arabidopsis. We obtained the AUX/LAX, PIN and PGP genes Chinese cabbage by searching against the Chinese cabbage genome via BLASTP and searching the potential sequences using an HMM search. Then, the sequences containing the AUX/LAX, PIN and PGP domains were searched using the program Pfam (LAX Pfam: PF01490; PIN Pfam: PF03547; PGP Pfam: PF00005 and PF00664). Finally, a total of 52 sequences encoding putative genes were identified in Chinese cabbage, including 10 BrLAX, 15 BrPIN and 27 BrPGP genes, and they were named BrLAX1-10, BrPIN1-14 and BrPGP1-27 based on their chromosomal locations. The detailed characteristics of these genes, including the gene names, locus IDs, ORF length, chromosomal positions, molecular weights, isoelectric points (PI) and domains, are shown in Table 1. The lengths of the putative proteins varied from 333 (BrLAX9) to 532 (BrLAX2), 341 (BrPIN14) to 797 (BrPIN4) and 1031 (BrPGP24) to 1415 (BrPGP21) amino acids. Their predicted PI values and molecular masses varied dramatically.

Table 1. Details of auxin transport genes in Chinese cabbage.

Gene B. rapa Gene ID A. thaliana ID Chromosome location (bp) aa length (bp) No. of introns PI Molecular Weight(Da)
BrLAX1 Bra008325 AT1G77690 A02:14725754–14728210 1419 6 4.7852 119672.77
BrLAX2 Bra000039 AT2G38120 A03:8969103–8973665 1599 9 4.747 133793.03
BrLAX3 Bra000160 AT2G38120 A03:9634033–9635966 1365 5 4.9753 114881.36
BrLAX4 Bra000584 AT2G21050 A03:11901921–11904188 1452 5 4.7624 122297.26
BrLAX5 Bra017136 AT2G38120 A04:16416566–16420434 1368 7 4.7644 115542.26
BrLAX6 Bra005136 AT2G38120 A05:3621967–3625352 1482 7 4.75 125234.98
BrLAX7 Bra003674 AT1G77690 A07:14390353–14392671 1416 6 4.8035 118872.16
BrLAX8 Bra031158 AT2G21050 A09:32252231–32254398 1452 5 4.7592 121956.97
BrLAX9 Bra015546 AT2G21050 A10:1136558–1138329 1002 4 4.8244 85540.75
BrLAX10 Bra009636 AT5G01240 A10:17540102–17543701 1488 7 4.7488 124948.61
BrPIN1 Bra023503 AT5G15100 A02:3652217–3656672 1794 9 4.7331 150254.44
BrPIN2 Bra035648 AT5G57090 A02:6964762–6968505 1986 8 4.7022 164375.95
BrPIN3 Bra008105 AT1G73590 A02:13147483–13150339 1851 5 4.6798 155118.8
BrPIN4 Bra026669 AT2G01420 A02:21301646–21310956 2394 8 4.6151 201048.87
BrPIN5 Bra006361 AT5G16530 A03:3166219–3169969 1542 4 4.7803 129131.69
BrPIN6 Bra006834 AT5G57090 A03:5266421–5270315 1929 8 4.6998 159708.46
BrPIN7 Bra012358 AT1G23080 A07:8240057–8242519 1812 4 4.6926 151523.13
BrPIN8 Bra003938 AT1G70940 A07:15855206–15857696 1641 5 4.7097 137290.75
BrPIN9 Bra016173 AT1G70940 A07:19048198–19050882 1899 5 4.6673 159650.56
BrPIN10 Bra015983 AT1G73590 A07:19950892–19953957 1857 5 4.6772 155481.21
BrPIN11 Bra015694 AT1G77110 A07:21325361–21328418 1725 6 4.7195 145180.14
BrPIN12 Bra016366 AT1G23080 A08:18065553–18068065 1755 5 4.7107 147297.11
BrPIN13 Bra002763 AT5G57090 A10:7747823–7751512 1788 8 4.7238 148933.04
BrPIN14 Bra008615 AT5G16530 A10:13100022–13102078 1047 7 4.8676 87432.14
BrPIN15 Bra008722 AT5G15100 A10:13574222–13576153 1026 4 4.8822 85709.37
BrPGP1 Bra013936 AT4G25960 A01:8540846–8546690 3705 11 4.5678 305342.58
BrPGP2 Bra033043 AT3G28345 A02:21713331–21718585 3735 6 4.5994 305068.65
BrPGP3 Bra023087 AT2G36910 A03:8624046–8629351 4020 9 4.5341 332341.52
BrPGP4 Bra000136 AT2G39480 A03:9481070–9486731 4212 10 4.5557 348938.17
BrPGP5 Bra012621 AT4G18050 A03:23170309–23175454 3744 11 4.575 306143.38
BrPGP6 Bra019135 AT4G25960 A03:26140733–26146345 3726 12 4.5692 307511.73
BrPGP7 Bra014756 AT3G55320 A04:2832718–2839592 4203 10 4.5458 348403.64
BrPGP8 Bra017216 AT2G36910 A04:15986960–15992620 4017 9 4.5303 332070.52
BrPGP9 Bra040475 AT2G47000 A04:18946035–18950787 3864 9 4.5869 315564.33
BrPGP10 Bra004484 AT2G47000 A05:370135–375843 3855 9 4.5917 314910.05
BrPGP11 Bra005036 AT2G39480 A05:3097621–3103960 4227 10 4.5448 349645.14
BrPGP12 Bra019907 AT1G10680 A06:3774311–3781400 3678 12 4.5692 303663.58
BrPGP13 Bra025425 AT3G28345 A06:21585065–21593092 3726 8 4.5857 307276.3
BrPGP14 Bra025359 AT3G28860 A06:22003874–22010062 3759 8 4.5648 310998.43
BrPGP15 Bra025326 AT3G28345 A06:22155393–22160709 3735 6 4.5857 305512.59
BrPGP16 Bra025331 AT3G28415 A06:22120036–22124400 3420 4 4.614 280349.15
BrPGP17 Bra002094 AT4G01830 A10:11533544–11539264 3696 10 4.6243 301021.24
BrPGP18 Bra003445 AT4G01830 A07:13221037–13227556 3765 10 4.6211 306744.39
BrPGP19 Bra003490 AT3G62150 A07:13457705–13462900 3879 9 4.6001 315685.88
BrPGP20 Bra030503 AT1G02520 A08:21539124–21543766 3831 9 4.5854 311476.41
BrPGP21 Bra039055 AT3G28415 A09:1364841–1379565 4248 12 4.5607 347908.25
BrPGP22 Bra039042 AT3G28860 A09:1451543–1458438 3759 8 4.5767 310398.56
BrABBC23 Bra027534 AT3G28415 A09:13505446–13513218 3675 6 4.5924 300859.02
BrPGP24 Bra017539 AT5G46540 A09:16196016–16200573 3096 10 4.6403 253321.15
BrPGP25 Bra032864 AT1G28010 A09:12328042–12339538 3687 8 4.5972 303846.58
BrPGP26 Bra032856 AT1G27940 A09:12379011–12383707 3720 8 4.5881 306865.56
BrPGP27 Bra033331 AT1G02520 A10:4205096–4210047 3801 9 4.5773 309226.75

Gene Structure and Chromosomal Analysis of BrLAX, BrPIN and BrPGP

To investigate the gene structures of the BrLAX, BrPIN and BrPGP genes, the numbers and locations of introns were identified using GSDS v2.0 (http://gsds.cbi.pku.edu.cn/) (Fig. 1, Table 1). The number of introns varied from 4 to 9 in the BrLAX and BrPIN genes and from 6 to 12 in the BrPGP genes, representing a complex intron pattern. By analyzing the genome chromosomal location based on the B. rapa genome, 10 BrLAXs, 14 BrPINs and 27 BrPGPs were distributed on all 10 chromosomes (Fig. 2). Briefly, most of the genes (36/51, 70.6%) were distributed on chromosomes A02, A03, A07, A09 and A10. The other genes (19/51, 29.4%) were distributed on the other chromosomes. Notably, only PGP genes were present on chromosome A06. In a previous study of the evolution of polyploid genomes, the B. rapa genome was divided into three subgroups, including the least fractionated (LF), medium fractionated (MF1) and most fractionated (MF2)30. In our study, most of the genes (24/51, 47.1%) belonged to the LF group, followed by 16 genes belonging to MF1 and 11 genes in MF2.

Figure 1. Motifs distribution and tissues-specific expression profiles of BrLAXs, BrPINs and BrPGPs in Chinese cabbage six tissues.

Figure 1

The heat map was generated using the Cluster3.0 software. The bar on the downside represents log 2 transformed values from low to high expression.

Figure 2. Distribution of BrLAX, BrPIN, BrPGP genes on 10 chromosomes and three subgenomes of Chinese cabbage.

Figure 2

The different colored bars represent different subgenomes (LF, MF1, and MF2). The centromeres were plotted based on the Chinese cabbage genome sequencing analysis result and the size of each chromosome can be estimated by the scale on the left of the figure. The forward and reverse orientations on chromosomes were represented by positive (+), negative (−) symbols, respectively, followed each gene.

Conserved Motifs and Phylogenetic Analysis of BrLAX, BrPIN and BrPGP

A total of 51 gene members from three gene families were identified, and the Pfam database was analyzed to locate their structural domains and conserved motifs via the MEME site. The 10 BrLAXs varied in length. Previous evidence showed that 4 LAX genes encode functional auxin influx carriers18. The core regions of all of the LAX genes showed high conservation, with 10 predicted transmembrane helices. Ten motifs were used to identify the BrLAX, BrPIN and BrPGP structures, and the motif logos are listed (Fig. 3, Fig. S1). BrLAX motifs 1 and 2 each contained 2 transmembrane helices. The BrLAX genes appear to encode transmembrane proteins, similar to AtLAXs, indicating that the BrLAX genes might perform similar biological functions in Chinese cabbage. The PIN family members contain a highly conservative domain structure, consisting of two hydrophobic domains divided by a hydrophilic loop containing three conserved regions (C1–C3) and two variable regions (V1 and V2)31. Three PIN motifs were located in the hydrophobic domain: motif 1 contained 2 transmembrane helices, motif 2 contained 1 transmembrane helix, and motif 3 contained 2 transmembrane helices. The multiple sequence alignment suggested that most BrPGPs contained two nucleotide-binding domains (NBDs) and two transmembrane domains (TMDs).

Figure 3. Phylogenetic relationship and conserved motifs distribution of BrLAX, BrPIN, BrPGP proteins.

Figure 3

(A) showed 3 phylogenetic groups of each gene family evolutionary relationships of Arabidopsis and brassica rapa, which generated by MEGA5.0 with NJ method. (B) showed the motif structures of three gene families. The different colors LOGOs from 1 to 15 were discribed by protein sequences.

To investigate the phylogenetic relationships of BrLAX, BrPIN and BrPGP with the genes from the model plant Arabidopsis, a phylogenetic tree was constructed in MEGA v5.1, using the NJ method and a bootstrap value of 1,000 replicates. A total of 14 AUX/LAX, 23 PIN, and 49 PGP genes, including 4 AtAUX/LAX, 8 AtPIN and 22 AtPGP, were used to construct the phylogenetic tree. The sequences of BrLAXs are highly similar. The phylogenetic relationship of PIN is more complicated. Twenty-three PINs were divided into two groups (P1 and P2). Group P1 contained 17 genes, including two paralogous gene pairs (AtPIN4/BrPIN4, AtPIN6/BrPIN11). Compared with P1, the P2 proteins were shorter. According to the sequence similarity and phylogenetic tree topology, the 27 BrPGP genes were divided into 3 groups (G1–G3). Remarkably, most of the genes in the same group possessed similar gene structures. Genes in the same group that contain highly similar motif structures are likely to have similar functions.

Expression Patterns of BrLAX, BrPIN and BrPGP Genes in Various Tissues

The gene expression profiles of the BrLAX, BrPIN and BrPGP genes in different tissues (root, stem, leaf, flower, silique, and callus) were compiled using Illumina mRNA-seq data (http://brassicadb.org/brad/genomeDominanceData.php)32 (Fig. 1, Table S2). A few genes (including BrPIN5, BrPIN12, BrPIN13, BrPGP12, BrPGP17, BrPGP18, and BrPGP24) did not show constitutive expression or showed relatively low levels in all six tissues, which suggested that these genes do not express or express at a specific developmental stage or under specific treatment. Most genes were highly expressed in root, with a lightly lower expression in stem and leaf, indicating that these genes may play a significant role in Chinese cabbage.

Notably, genes of the BrLAX family were expressed at significantly higher levels than the other two gene families, suggesting that BrLAX may be more important in Chinese cabbage development. Two genes, BrPIN2 and BrPIN6, showed organ-specific expression in root, which was similar to the paralog AtPIN2 identified from the phylogenetic tree31, suggesting that BrPIN and AtPIN may have similar biological functions. Similarly, BrPGP9 and BrPGP10 were strongly expressed in roots, which is consistent with the paralog AtPGP428. BrPGP26 showed relatively high expression in leaf, indicating that different genes might have distinct functions in maintaining plant development and morphogenesis in Chinese cabbage.

Expression Levels of BrLAX, BrPIN and BrPGP Genes in Chinese Cabbage

Auxin is biosynthesized in meristematic tissue regions at the shoot apex and transported into different parts of the plants5. Thus, we propose that the extreme leaf morphology might be caused by PAT. To further identify the roles of the BrLAX, BrPIN and BrPGP genes in head formation in Chinese cabbage, the transcription of the three gene families was analyzed via quantitative real-time PCR (qRT-PCR) using the 7th rosette leaf and the 25th head leaf at the heading stage (Fig. S2). These results showed that almost all of the evaluated genes were up-regulated during the rosette stage (Fig. 4A, Table S3), the stage at which we hypothesize that the auxin transport genes, BrLAXs, BrPINs and BrPGPs, began to affect the uneven auxin distribution in the rosette stage to generate the critical parameters of head formation. To identify the three gene families’ specific functions in auxin transport, HLs were divided into five parts (Apical, Lateral 1, Lateral 2, Lateral 3, and Basal) (Fig. S2). Along the vertical axis, the expression levels of most BrLAXs (BrLAX1, 2, 5, 6, 7, 10), most BrPINs (BrPIN1, 3, 4, 6, 7, 8, 10, 11, 14) and some BrPGPs (BrPGP1, 6, 7, 13, 14, 15, 21, 24, 26) in HLs-apical were higher than in the other 4 parts, while they were relatively low in the lateral and basal segments. Interestingly, we found that BrLAX1, 2, 5, and 7 were highly expressed in the apical regions. Along the transverse axis, some BrPGPs (BrPGP2, 5, 8, 9, 10,16, 19, 22, 23, 25, 27) and BrPIN5, 9, 12, and 13 showed relatively high expression in lateral parts (Fig. 4B, Table S4). Additionally, BrPIN2 and 15 as well as BrPGP17 and 18 did not show any expression signal, suggesting that these genes may be expressed in other organs, at a specific developmental stage or under a specific treatment.

Figure 4. The relative expression values of 10 BrLAX, 15BrPIN and 27BrPGP genes in rosette leaves and heading leaves.

Figure 4

HLs: Heading Leaves. RLs: Rosette Leaves. Error bars represent SD from three biological replicates. The different alphabetic characters in each column demonstrate significant statistical differences (p < 0.05).

Most BrLAX, BrPIN and BrPGP Genes are Inhibited by NPA and TIBA

To further investigate the functions of the three gene families in heading development, we conducted a PATI experiment using the PATIs 1-naphthylphthalamic acid (NPA) and 2,3,5-triiodobenzoic acid (TIBA). We sprayed NPA and TIBA solutions at the level of 7th rosette leaf for 30 days. Surprisingly, the plants in the open field could form tight heads, while those under the NPA or TIBA treatment failed to form any obvious head, which we hypothesized may have been because PATIs regulated some genes at the expression level. The results showed that most BrLAX, BrPIN, BrPGP genes were down-regulated or showed no significant change under the inhibitor treatment. For example, most BrLAX genes (BrLAX1, 2, 5, 6, 7, 8, 10) were down-regulated by PATIs, while BrLAX3 was up-regulated in Apical and Lateral 1, and BrLAX4 was slightly up-regulated in Lateral 1, Lateral 3 and Basal by TIBA (Fig. 5, Table S4). The expression of the BrPIN genes (BrPIN3, 5, 7, 8, 9, 11) was down-regulated by the NPA treatment. The samples treated with TIBA presented segment-specific responses; BrPINs were down-regulated in Apical, Lateral 2, Lateral 3, and Basal, whereas they were up-regulated or did not exhibit significant changes in Lateral 1. The BrPGP genes presented a similar response to the two PATIs; most exhibited down-regulation, except for BrPGP10, 15, 20, 24, 26, which were highly up-regulated under the two PATI treatments. Interestingly, BrPGP5 was down-regulated by the NPA treatment but up-regulated by the TIBA treatment. Taken together, nearly all genes were down-regulated by the NPA treatment, although some genes showed tissue-specific expression. The transcriptional fluctuation of the polar auxin transport genes might be blocked by the PATIs.

Figure 5. The relative expression values of 10 BrLAX, 15BrPIN and 27BrPGP genes treatment by NPA and TIBA.

Figure 5

CK-Apical, CK- Lateral, CK-Basal: Different segments in heading leaves. TIBA-Apical, TIBA- Lateral, TIBA-Basal: Different segments under TIBA treatment. NPA-Apical, NPA- Lateral, NPA-Basal: Different segments under NPA treatment. The data were analyzed by three independent repeats, and standard deviations were shown with error bars. The different alphabetic characters in each column demonstrate significant statistical differences (p < 0.05).

The Uneven Distribution of Auxin in Chinese Cabbage Head

To investigate the effect of PAT in head formation in Chinese cabbage, the IAA content of Chinese cabbage treated with TIBA and NPA and control was detected by Ultra performance liquid chromatography–tandem mass spectrometry (UPLC–MS/MS). Here, we present the hormone profile of Chinese cabbage HLs and their responses to the two PATIs in different segments of HLs (Fig. 6, Table S5). The IAA level of HLs differed significantly among the five regions; the maximum IAA content in these samples was in Lateral 1, followed by Apical, Lateral 3, Basal, and finally Lateral 2. In a previous report, TIBA and NPA were suggested to be involved in PAT26,33. Treatments with TIBA or NPA caused a similar endogenous distribution of IAA. The IAA contents in Lateral 1 and Basal were significantly lower than in the controls, perhaps due to the inhibitory effects of the PATIs. IAA rapidly accumulated in apical tissue but did not exhibit an upward curve, which might have been inhibited by the high IAA concentration. All the above findings demonstrate that PATIs can block PAT, leading to the formation of an abnormal head. The uneven distribution of auxin in the leafy head is required for formation of the leafy head.

Figure 6. IAA contents in different treatments.

Figure 6

The data were analyzed by three independent repeats, and standard deviations were shown with error bars. The different alphabetic characters in each column demonstrate significant statistical differences (p < 0.05).

Discussion

Chinese cabbage is a popular and economically important vegetable. Its vegetative growth is divided into the following four stages: seedling, rosette, folding and heading1,34. The leafy head possesses leaves that are extremely incurved in the transverse and longitudinal axes, which we hypothesize might be correlated with the auxin uneven distribution. Auxins are phytohormones that regulate many developmental processes to adapt to the environment and to crop domestication9,10. IAA is the most abundant auxin in plants, and its concentration gradient is also an important auxin flow in plant development35. As an ancient signaling molecule, IAA promotes plant growth and development. Different IAA concentration gradients can lead to morphotype diversification. In this study, we detected the IAA contents of different segments of head and non-head leaves with PATI treatment (Fig. 6). The influx and efflux carriers of IAA regulated PAT to generate different hormone gradients, which were involved in cellular IAA transport events. Along the vertical axis of the leafy head, IAA biosynthesis in the apical region partly leads to abundance in this area, while auxin transport-associated genes respond to the auxin gradient. IAA is transported downward, and enrichment in the medial part results in a relatively high IAA content, which may lead to the vigorous outgrowth of plants’ medial tissue and to leafy head formation. Meanwhile, some auxin response genes respond to the auxin gradient and transport IAA from medial to basal, making the whole leaf erect. Along the horizontal axis, BrPGPs regulated the auxin distribution by transporting auxin from Lateral 1 to the margin region, which led the head leaf to bend inward. The properties of Chinese cabbage leaf folding and the incurving process appear to be physiological responses to auxin.

Head formation is an essential morphological index in Chinese cabbage. The expression levels of the BrLAX, BrPIN and BrPGP genes in HLs were lower than those in RLs, possibly indicating that the auxins were not transferred in this stage but were transferred mainly for leaf development. RLs oriented the folding inward, as a morphological marker of leaf folding. After the rosette stage, the control plants produced a normal morphology, while those with the PATI treatment did not. The responses of PAT-associated genes were then evaluated in leafy heads. The routes of PAT could be attributed to gene function in PAT. Auxin biosynthesis in the apical meristem appeared to produce a higher concentration of auxin in the Apical region (Fig. 6). Subsequently, auxin response genes conduct a dynamic distribution of auxin and the subsequent responses to leaf-folding signals. PAT genes came to play a role in transferring auxin to other segments needed for head folding (Figs 4 and 5). In the folding stage, while numerous auxins were actively transported downward along the vertical and transverse axes via PAT response factors. These results confirmed that the uneven distribution of auxin and site-specific high IAA content are indispensable in head formation.

PATI-mediated blockade of the expression of PAT-related genes was observed to potentially influence Chinese cabbage head formation. We performed PATI (NPA and TIBA) treatment to identify where and how PATIs affect PAT-regulated genes in Chinese cabbage head leaves. Many genes were down-regulated by PATIs, and some genes showed specific expression under TIBA treatment. These data indicate that the transcription of PAT genes can be blocked by PATIs, thus preventing the auxin uneven distribution required in the whole head leaves. The results were consistent with our prediction; in HLs, we found that IAA accumulated in the Apical, Lateral 1 and Basal regions, to assist with the apical closing, central excess growth, and basal straightening in HLs, while plants under PATI treatment presented abnormal morphology.

We predicted the roles and molecular mechanisms of BrLAX, BrPIN and BrPGP genes in the process of leafy head formation in Chinese cabbage (Fig. 7). Auxin was generated in meristematic tissue regions at the shoot apex and showed an uneven distribution in leaves. For HLs, the Gaussian curvature theory of Nath et al. explains that Lateral 1 region of the HLs grows more quickly than the margin regions36, and the leaf curvature induced the leafy head formation, which we predicted was caused by uneven auxin distribution in leaves. The directions and sizes of arrows represent the auxin diffusion flux and relative quantity. In a previous report, AUX/LAX was the importer of auxin into plant cells, while PIN was the exporter and PGP was a facultative transporter37,38. Uneven auxin distribution is produced via the following two pathways: passive diffusion and active transport through PAT-related proteins. In our study, we investigated the potential biological functions of BrLAX, BrPIN and BrPGP genes in the leafy heads of Chinese cabbage. Along the longitudinal axis of the Chinese cabbage leafy head, auxin plays different roles in different regions, such as apical closing, central excess growth, and basal straightening. We deduced that the auxin was transported from its site of synthesis to the basal region by PAT-related genes. In control plants, auxin influx gradually increased from the Apical region to the Basal region, which might be mediated by BrLAXs (BrLAX1, 2, 5, 6, 7) and some BrPINs (BrPIN1, 3, 5, 6, 7, 8, 9). Thus, auxin was transported from the apical region to central region and then to the basal region. For apical-to-central transport, auxin importer factors, BrLAXs, generate influx and accumulation of auxin in the central part, maintaining the excess growth of the leafy head, and some of the auxin was then exported to the basal region by BrPINs (BrPIN1, 3, 6, 7, 8). Meanwhile, some BrPINs (BrPIN5, 6, 8, 9) were employed to export auxin in the basal region to straighten the entire leaf. Along the transverse axis, BrPGPs (BrPGP2, 5, 8, 16, 19, 22, 23) play a crucial role in cell-to-cell PAT in order to maintain the growth of lateral regions.

Figure 7. The prediction of auxin polar transport in Chinese cabbage incurved leaf.

Figure 7

The directions of the arrows indicate auxin influx or efflux in Chinese cabbage heading leaf.

Approximately 13–17 million years ago, the Brassica genome underwent a whole-genome triplication (WET) event30,39. The following three Brassica subgenomes have been demonstrated: the dominantly least fractionated (LF) subgenome and the remaining two more-fractionated subgenomes (MF1 and MF2). The ‘Triangle of U’ model was established to encompass three diploid species, B. rapa (A genome), B. Nigra (B genome), and B. Oleracea (C genome), and three amphidiploid species, B. juncea (AB genomes), B. napus (AC genomes) and B. carinata (BC genomes), by pairwise hybridization. In previous studies, three gene families, including AUX/LAX, PIN, and PGP, were identified as related to auxin polar transport and functions in various biological processes15,16,18,19,20,25,40. We investigated the phylogenetic relationships of these auxin transport proteins in different species and constructed a phylogenetic tree of B. rapa and Arabidopsis. Cheng et al. reported that Chinese cabbage (B. rapa) and cabbage (B. oleracea) possess similar leaf heading, which might be attributable to various processes, such as auxin-mediated signaling. Auxin-mediated signaling pathways were hypothesized to regulate leaf adaxial-abaxial patterning in leaf-heading morphotypes of both B. rapa and B. oleracea. Several essential genes in leafy head formation (BRXs, ARFs, KANs and AXRs) were identified39, and they have been shown to interact with PATs to create auxin gradients41,42,43. The temporal differences in expression of PINs involved in the Aux/IAA-ARF (indole-3-acetic acid-auxin response factor) signaling pathway result in the auxin-mediated regulation of PAT44. In this study, we found that most of the auxin genes were expressed in multiple leaf segments, suggesting that they might have different functions in Chinese cabbage development. Thus, auxin, the main phytohormone, induced a series of complicated biochemical mechanisms of leafy head formation that could elucidate the relationship between PAT genes and the establishment of morphogenesis, which might lead to better understanding of leafy head formation and organogenesis in other species. Here, we hypothesize that the similar leafy head phenotypes in Chinese cabbage and cabbage might be due to the same form of uneven auxin distribution, which requires further study.

In summary, we first propose a model of auxin polar transport in Chinese cabbage head leaves and reveal the auxin flow or accumulation in the whole head leaf and the uneven auxin distribution associated with leafy head formation in Chinese cabbage (Fig. 7). We hypothesize that some genes of the BrLAX, BrPIN and BrPGP families play essential roles in the uneven auxin distribution. We show the auxin biosynthesis in meristematic tissue regions at the shoot apex and the downward auxin flow to modify the lateral outgrowth. At the cell level, the BrLAX auxin influx factors mainly regulated the auxin response and the subsequent downward polar auxin transport. BrPINs participate in the auxin transport out of cells, and auxin accumulates in medial regions to ensure their outgrowth. BrPGPs are auxin response factors focused on PAT during development along the transverse axis, producing an inward bend to head leaves. Those results also indicated that the BrLAX, BrPIN and BrPGP genes may be involved in the PAT during leafy head development, which merits further functional exploration in the future.

Materials and Methods

Plant Materials and Treatment of the Foliage with Chemicals

Seeds of the inbred line ‘chiifu-401-42’ were employed and germinated on moisture-absorbent papers, grown at 25 °C for 3 d and then transplanted to a climate-controlled chamber with 16 h light/18 dark cycles. The seedlings with growth substrate came from Nanjing Agriculture University at the normal sowing time. After cultivation for 14 days, for the rosette leaves (RLs), entire leaves were harvested. The RLs were sprayed with solutions of 10 mM NPA or 50 mM TIBA for 30 days. The NPA and TIBA were purchased from Aladdin (Aladdin Industrial Corporation, Shanghai, China). For each treatment condition, three biological replicates were established to reduce the error rate. The mixed HLs (HL-mix), HL-Apical, HL-Lateral 1, HL-Lateral 2, HL-Lateral 3, and HL-Basal materials were harvested at the early folding stage, using 25 expanded leaves for expression analysis and phytohormone assays (Fig. S2).

Identification of AUX/LAX, PIN and PGP Genes in Chinese Cabbage

To identify the AUX/LAX, PIN, and PGP genes in Chinese cabbage, the genome sequences of Chinese cabbage were retrieved from BRAD (http://brassicadb.org/brad/). Gene sequences of AtAUX/LAX, AtPIN and AtPGP genes were obtained from TAIR (http://arabidopsis.org/index.jsp)45, and these sequences served as seeds to obtain the target sequence in the B. rapa genome using BLAST v2.2.27+. Then, HMMER v3.0 (http://hmmer.janelia.org/) was used to search for all candidate genes in the entire genome sequences, based the specific HMM profile. A total of 52 genes were obtained after identification using BLASTP (E-value ≤ 1e-20), and the Pfam (E-value ≤ 1e-4) database (http://pfam.sanger.ac.uk/) was used to identify the genome assemblies of Arabidopsis (http://arabidopsis.org/index.jsp) and Chinese cabbage (http://brassicadb.org/brad/). To investigate the characteristics of the putative BrLAX, BrPIN and BrPGP proteins, Pepstats (http://www.ebi.ac.uk/Tools/seqstats/emboss_pepstats/) was used to identify their molecular weights (MW) and isoelectric points (pI), and MEME v. 4.10.1 (http://meme-suite.org/tools/meme)46 was used to identify the conserved motifs in BrLAX, BrPIN and BrPGP genes.

Phylogenetic Analysis of BrLAX, BrPIN and BrPGP Genes

The protein sequences were screened against the Pfam database (http://pfam.sanger.ac.uk/) in order to further confirm the putative domains, which were aligned using ClustalX 2.0 with the default parameters47. MEGA v5.1 was used to construct Neighbor-Joining (NJ) phylogenetic trees using Chinese cabbage and Arabidopsis protein domain sequences with a bootstrap of 1,000 replicates.

Expression Profiling Analysis of BrLAX, BrPIN and BrPGP Genes

To characterize the expression patterns of the BrLAX, BrPIN and BrPGP genes, we used Illumina RNA-Seq data, as previously described48. The expression level was calculated as fragments per kilobase of exon model per million mapped (FPKM) values. Gene expression patterns were analyzed using Cluster v3.0 (http://bonsai.hgc.jp/~mdehoon/software/cluster/) and were calculated as FPKM values. The heat maps of hierarchical clustering were established using Tree View v.3.0 (http://jtreeview.sourceforge.net/) based on the log2-converted FPKM values.

RNA Extraction and Quantitative Real Time-PCR (qRT-PCR) Analysis

Total RNA was isolated from different parts of the leaves using an RNA extraction kit (TaKaRa RNAiso Reagent, Takara, Dalian, China) according to the manufacturer’s protocols and was treated with DNase I (TaKaRa). Gel electrophoresis was used to assess RNA quality and quantity. Subsequently, 2 μg of total RNA was used to synthesize first-strand cDNA using the PrimeScript 1st Strand cDNA Synthesis Kit (Takara, Dalian China). Three biological and three technical replicates were used to reduce the error rate. These specific primers were designed using Beacon Designer v7.9 (Table S1). The Actin gene (Bra028615) was used as an internal control49. Each reaction contained diluted cDNA, specific primers and the SYBR® Premix ExTaq™ (Takara, Dalian, China), to identify the gene expression, according to the product manual for the Step One Plus Real-Time PCR system (Applied Biosystems) with the following conditions: 94 °C for 30 s; followed by 40 cycles at 94 °C for 10 s, 58 °C for 30 s; the melting curve (61 cycles at 65 °C for 10 s) was performed to check specific amplification.

Quantification of Phytohormone in Different Parts of the Heading Stage

Total IAA was isolated and quantified using UPLC, as previously reported by Novak et al.50. All experiments were conducted using three repeats. The heading leaves were separated into five parts in liquid nitrogen and then extracted with 80% (v/v) methanol at 4 °C in the dark for 12 h. Next, the supernatant was collected after centrifugation for 10 min at 10,000 rpm. The residue was extracted twice as described above, and then the supernatants were purified on C18 Sep-Pak cartridges and freeze-dried before being dissolved with pure methanol. Finally, the supernatants were filtered through a 0.22 μm PTFE filter. The total IAA concentrates were analyzed via UPLC on an Agilent 1290 Infinity. Analytical reagent grade IAA was purchased from Aladdin (Aladdin Industrial Corporation, Shanghai, China). The absorption area value of the IAA was calculated manually.

Data Analysis

The relative gene expression level was calculated using the comparative Ct method. RNA quantification related to the actin gene expression level was performed using the 2−∆∆CT method, as reported previously51. The data were analyzed using SPSS software (SPSS version 19.0, SPSS, Chicago, IL, USA), using descriptive statistical tests; one-way analysis of variance was used to evaluate the differences among categories. Statistical significance was established at 0.05.

Additional Information

How to cite this article: Gao, L.-w. et al. Genome-wide analysis of auxin transport genes identifies the hormone responsive patterns associated with leafy head formation in Chinese cabbage. Sci. Rep. 7, 42229; doi: 10.1038/srep42229 (2017).

Publisher's note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Material

Supplemental Figure
srep42229-s1.pdf (500.5KB, pdf)
Supplementary Table S1
srep42229-s2.csv (3.3KB, csv)
Supplementary Table S2
srep42229-s3.csv (3.6KB, csv)
Supplementary Table S3
srep42229-s4.csv (2.8KB, csv)
Supplementary Table S4
srep42229-s5.csv (10.3KB, csv)
Supplementary Table S5
srep42229-s6.csv (681B, csv)

Acknowledgments

This work was supported by the grants from the National Natural Science Foundation of China (31272172), the Fundamental Research Funds for the Central Universities (KYTZ201401), the Nature Science Foundation of Jiangsu Province (BK20141364), A Project Funded by the Priority Academic Program Development of Jiangsu Higher Education Institutions (PAPD).

Footnotes

The authors declare no competing financial interests.

Author Contributions L.G., S.L., J.T., D.Z., D.X., X.H., and C.Z. conceived the study. L.G., S.L., J.T. and D.Z. completed the experiments. G.B., D.X. and X.H. contributed to data analysis and manuscript preparation. L.G. and C.Z. participated in the planning of experiments and revising the manuscript. All authors had read and approved the final version of the manuscript.

References

  1. He Y. K., Xue W. X., Sun Y. D., Yu X. H. & Liu P. L. Leafy head formation of the progenies of transgenic plants of Chinese cabbage with exogenous auxin genes. Cell research 10, 151–160, doi: 10.1038/sj.cr.7290044 (2000). [DOI] [PubMed] [Google Scholar]
  2. Nole-Wilson S., Azhakanandam S. & Franks R. G. Polar auxin transport together with aintegumenta and revoluta coordinate early Arabidopsis gynoecium development. Developmental biology 346, 181–195, doi: 10.1016/j.ydbio.2010.07.016 (2010). [DOI] [PubMed] [Google Scholar]
  3. Marsch-Martinez N. et al. The role of cytokinin during Arabidopsis gynoecia and fruit morphogenesis and patterning. The Plant journal: for cell and molecular biology 72, 222–234, doi: 10.1111/j.1365-313X.2012.05062.x (2012). [DOI] [PubMed] [Google Scholar]
  4. Hawkins C. & Liu Z. A model for an early role of auxin in Arabidopsis gynoecium morphogenesis. Frontiers in plant science 5, 327, doi: 10.3389/fpls.2014.00327 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  5. Friml J. et al. Efflux-dependent auxin gradients establish the apical-basal axis of Arabidopsis. Nature 426, 147–153, doi: 10.1038/nature02085 (2003). [DOI] [PubMed] [Google Scholar]
  6. Estelle M. Plant tropisms: the ins and outs of auxin. Current biology: CB 6, 1589–1591 (1996). [DOI] [PubMed] [Google Scholar]
  7. Perrot-Rechenmann C. & Napier R. M. Auxins. Vitamins and hormones 72, 203–233, doi: 10.1016/s0083-6729(04)72006-3 (2005). [DOI] [PubMed] [Google Scholar]
  8. Spaepen S. & Vanderleyden J. Auxin and plant-microbe interactions. Cold Spring Harbor perspectives in biology 3, doi: 10.1101/cshperspect.a001438 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
  9. Cheng Y., Dai X. & Zhao Y. Auxin biosynthesis by the YUCCA flavin monooxygenases controls the formation of floral organs and vascular tissues in Arabidopsis. Genes & development 20, 1790–1799, doi: 10.1101/gad.1415106 (2006). [DOI] [PMC free article] [PubMed] [Google Scholar]
  10. Cheng Y., Dai X. & Zhao Y. Auxin synthesized by the YUCCA flavin monooxygenases is essential for embryogenesis and leaf formation in Arabidopsis. The Plant cell 19, 2430–2439, doi: 10.1105/tpc.107.053009 (2007). [DOI] [PMC free article] [PubMed] [Google Scholar]
  11. Delker C., Raschke A. & Quint M. Auxin dynamics: the dazzling complexity of a small molecule’s message. Planta 227, 929–941, doi: 10.1007/s00425-008-0710-8 (2008). [DOI] [PubMed] [Google Scholar]
  12. Carrier D. J. et al. The binding of auxin to the Arabidopsis auxin influx transporter AUX1. Plant physiology 148, 529–535, doi: 10.1104/pp.108.122044 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
  13. Noh B., Murphy A. S. & Spalding E. P. Multidrug resistance-like genes of Arabidopsis required for auxin transport and auxin-mediated development. The Plant cell 13, 2441–2454 (2001). [DOI] [PMC free article] [PubMed] [Google Scholar]
  14. Habets M. E. & Offringa R. PIN-driven polar auxin transport in plant developmental plasticity: a key target for environmental and endogenous signals. The New phytologist 203, 362–377, doi: 10.1111/nph.12831 (2014). [DOI] [PubMed] [Google Scholar]
  15. Reinhardt D. et al. Regulation of phyllotaxis by polar auxin transport. Nature 426, 255–260, doi: 10.1038/nature02081 (2003). [DOI] [PubMed] [Google Scholar]
  16. Peret B. et al. AUX/LAX genes encode a family of auxin influx transporters that perform distinct functions during Arabidopsis development. The Plant cell 24, 2874–2885, doi: 10.1105/tpc.112.097766 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
  17. Bennett M. J. et al. Arabidopsis AUX1 gene: a permease-like regulator of root gravitropism. Science (New York, N.Y.) 273, 948–950 (1996). [DOI] [PubMed] [Google Scholar]
  18. Swarup R. & Peret B. AUX/LAX family of auxin influx carriers-an overview. Frontiers in plant science 3, 225, doi: 10.3389/fpls.2012.00225 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
  19. Okada K., Ueda J., Komaki M. K., Bell C. J. & Shimura Y. Requirement of the Auxin Polar Transport System in Early Stages of Arabidopsis Floral Bud Formation. The Plant cell 3, 677–684, doi: 10.1105/tpc.3.7.677 (1991). [DOI] [PMC free article] [PubMed] [Google Scholar]
  20. Chen R. et al. The arabidopsis thaliana AGRAVITROPIC 1 gene encodes a component of the polar-auxin-transport efflux carrier. Proceedings of the National Academy of Sciences of the United States of America 95, 15112–15117 (1998). [DOI] [PMC free article] [PubMed] [Google Scholar]
  21. Nisar N., Cuttriss A. J., Pogson B. J. & Cazzonelli C. I. The promoter of the Arabidopsis PIN6 auxin transporter enabled strong expression in the vasculature of roots, leaves, floral stems and reproductive organs. Plant signaling & behavior 9, e27898 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  22. Muller A. et al. AtPIN2 defines a locus of Arabidopsis for root gravitropism control. The EMBO journal 17, 6903–6911, doi: 10.1093/emboj/17.23.6903 (1998). [DOI] [PMC free article] [PubMed] [Google Scholar]
  23. Friml J., Wisniewska J., Benkova E., Mendgen K. & Palme K. Lateral relocation of auxin efflux regulator PIN3 mediates tropism in Arabidopsis. Nature 415, 806–809, doi: 10.1038/415806a (2002). [DOI] [PubMed] [Google Scholar]
  24. Steinmann T. et al. Coordinated polar localization of auxin efflux carrier PIN1 by GNOM ARF GEF. Science (New York, N.Y.) 286, 316–318 (1999). [DOI] [PubMed] [Google Scholar]
  25. Geisler M. & Murphy A. S. The ABC of auxin transport: the role of p-glycoproteins in plant development. FEBS letters 580, 1094–1102, doi: 10.1016/j.febslet.2005.11.054 (2006). [DOI] [PubMed] [Google Scholar]
  26. Blakeslee J. J. et al. Interactions among PIN-FORMED and P-glycoprotein auxin transporters in Arabidopsis. The Plant cell 19, 131–147, doi: 10.1105/tpc.106.040782 (2007). [DOI] [PMC free article] [PubMed] [Google Scholar]
  27. Kamimoto Y. et al. Arabidopsis ABCB21 is a facultative auxin importer/exporter regulated by cytoplasmic auxin concentration. Plant & cell physiology 53, 2090–2100, doi: 10.1093/pcp/pcs149 (2012). [DOI] [PubMed] [Google Scholar]
  28. Terasaka K. et al. PGP4, an ATP binding cassette P-glycoprotein, catalyzes auxin transport in Arabidopsis thaliana roots. The Plant cell 17, 2922–2939, doi: 10.1105/tpc.105.035816 (2005). [DOI] [PMC free article] [PubMed] [Google Scholar]
  29. Muday G. K., Peer W. A. & Murphy A. S. Vesicular cycling mechanisms that control auxin transport polarity. Trends in plant science 8, 301–304, doi: 10.1016/s1360-1385(03)00132-8 (2003). [DOI] [PubMed] [Google Scholar]
  30. Wang X. et al. The genome of the mesopolyploid crop species Brassica rapa. Nature genetics 43, 1035–1039, doi: 10.1038/ng.919 (2011). [DOI] [PubMed] [Google Scholar]
  31. Zazimalova E., Krecek P., Skupa P., Hoyerova K. & Petrasek J. Polar transport of the plant hormone auxin - the role of PIN-FORMED (PIN) proteins. Cellular and molecular life sciences : CMLS 64, 1621–1637, doi: 10.1007/s00018-007-6566-4 (2007). [DOI] [PMC free article] [PubMed] [Google Scholar]
  32. Tong C. et al. Comprehensive analysis of RNA-seq data reveals the complexity of the transcriptome in Brassica rapa. BMC genomics 14, 689, doi: 10.1186/1471-2164-14-689 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
  33. Elhiti M. & Stasolla C. Ectopic expression of the Brassica SHOOTMERISTEMLESS attenuates the deleterious effects of the auxin transport inhibitor TIBA on somatic embryo number and morphology. Plant science: an international journal of experimental plant biology 180, 383–390, doi: 10.1016/j.plantsci.2010.10.014 (2011). [DOI] [PubMed] [Google Scholar]
  34. Mao Y. et al. MicroRNA319a-targeted Brassica rapa ssp. pekinensis TCP genes modulate head shape in chinese cabbage by differential cell division arrest in leaf regions. Plant physiology 164, 710–720, doi: 10.1104/pp.113.228007 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  35. Larsson E., Roberts C. J., Claes A. R., Franks R. G. & Sundberg E. Polar auxin transport is essential for medial versus lateral tissue specification and vascular-mediated valve outgrowth in Arabidopsis gynoecia. Plant physiology 166, 1998–2012, doi: 10.1104/pp.114.245951 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  36. Nath U., Crawford B. C., Carpenter R. & Coen E. Genetic control of surface curvature. Science (New York, N.Y.) 299, 1404–1407, doi: 10.1126/science.1079354 (2003). [DOI] [PubMed] [Google Scholar]
  37. Blakeslee J. J., Peer W. A. & Murphy A. S. Auxin transport. Current opinion in plant biology 8, 494–500, doi: 10.1016/j.pbi.2005.07.014 (2005). [DOI] [PubMed] [Google Scholar]
  38. Balzan S., Johal G. S. & Carraro N. The role of auxin transporters in monocots development. Frontiers in plant science 5, 393, doi: 10.3389/fpls.2014.00393 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  39. Cheng F. et al. Subgenome parallel selection is associated with morphotype diversification and convergent crop domestication in Brassica rapa and Brassica oleracea. Nature genetics 48, 1218–1224, doi: 10.1038/ng.3634 (2016). [DOI] [PubMed] [Google Scholar]
  40. Yu X. et al. Cloning and structural and expressional characterization of BcpLH gene preferentially expressed in folding leaf of Chinese cabbage. Science in China. Series C, Life sciences 43, 321–329, doi: 10.1007/bf02879292 (2000). [DOI] [PubMed] [Google Scholar]
  41. Sarojam R. et al. Differentiating Arabidopsis shoots from leaves by combined YABBY activities. The Plant cell 22, 2113–2130, doi: 10.1105/tpc.110.075853 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
  42. Chitwood D. H., Guo M., Nogueira F. T. S. & Timmermans M. C. P. Establishing leaf polarity: the role of small RNAs and positional signals in the shoot apex. Development 134, 813–823, doi: 10.1242/dev.000497 (2007). [DOI] [PubMed] [Google Scholar]
  43. Emery J. F. et al. Radial patterning of Arabidopsis shoots by class III HD-ZIP and KANADI genes. Current biology: CB 13, 1768–1774 (2003). [DOI] [PubMed] [Google Scholar]
  44. Sun J., Qi L. & Li C. In Polar Auxin Transport (eds Chen Rujin & Baluška František) 119–127 (Springer: Berlin Heidelberg, , 2013). [Google Scholar]
  45. Swarbreck D. et al. The Arabidopsis Information Resource (TAIR): gene structure and function annotation. Nucleic acids research 36, D1009–1014, doi: 10.1093/nar/gkm965 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
  46. Bailey T. L. & Elkan C. Fitting a mixture model by expectation maximization to discover motifs in bipolymers (1994). [PubMed]
  47. Thompson J. D., Gibson T. J. & Higgins D. G. Multiple sequence alignment using ClustalW and ClustalX. Current protocols in bioinformatics Chapter 2, Unit 2.3, doi: 10.1002/0471250953.bi0203s00 (2002). [DOI] [PubMed] [Google Scholar]
  48. Cheng F. et al. Biased gene fractionation and dominant gene expression among the subgenomes of Brassica rapa. PloS one 7, e36442, doi: 10.1371/journal.pone.0036442 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
  49. Dheda K. et al. Validation of housekeeping genes for normalizing RNA expression in real-time PCR. BioTechniques 37, 112–114, 116, 118–119 (2004). [DOI] [PubMed] [Google Scholar]
  50. Novak O., Hauserova E., Amakorova P., Dolezal K. & Strnad M. Cytokinin profiling in plant tissues using ultra-performance liquid chromatography-electrospray tandem mass spectrometry. Phytochemistry 69, 2214–2224, doi: 10.1016/j.phytochem.2008.04.022 (2008). [DOI] [PubMed] [Google Scholar]
  51. Schmittgen T. D. & Livak K. J. Analyzing real-time PCR data by the comparative C(T) method. Nature protocols 3, 1101–1108 (2008). [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Supplemental Figure
srep42229-s1.pdf (500.5KB, pdf)
Supplementary Table S1
srep42229-s2.csv (3.3KB, csv)
Supplementary Table S2
srep42229-s3.csv (3.6KB, csv)
Supplementary Table S3
srep42229-s4.csv (2.8KB, csv)
Supplementary Table S4
srep42229-s5.csv (10.3KB, csv)
Supplementary Table S5
srep42229-s6.csv (681B, csv)

Articles from Scientific Reports are provided here courtesy of Nature Publishing Group

RESOURCES