1. Introduction
The lateral organ boundaries domain (LBD) gene refers to a gene family with a special domain of lateral organ boundaries (LOB), also known as the asymmetric leaves2-like (ASL) gene family. In 2002, Shuai et al. first discovered LOB, which is expressed in a band of cells at the adaxial base of all lateral organs formed from the shoot apical meristem and at the base of lateral roots. [1]. LBD expression products represent a class of plant-specific transcription factors containing the LOB domain [2]. The LBD family has three specific protein domains which can be classified into Class I and Class II, according to their specific protein sequences, most of which belong to Class I [3,4]. They contain a similar zinc finger domain CX2CX6CX3C motif [1], a glycine-alanine-serine (GAS-block) region that it is similar to the leucine zipper-like domain, and a protein dimerization LX6LX3LX6L spiral coiled structure. Class II contains only structural motifs similar to the zinc finger CX2CX6CX3C [4]. Since the discovery of 43 LBD proteins in Arabidopsis, many LBD proteins have been found in plants such as Oryza sativa, Malus domestica and Eucalyptus grandis Hill [5,6,7,8,9,10,11,12,13,14,15]. Recently, researchers crystallized the LOB domain of TdBRaLD from the wheat LBD gene. This structure mainly consists of a zinc finger, a GAS motif consisting of two α-helices, a highly conserved five-residue motif (Asp-Pro-Val-Tyr-Gly, referred to as the DPVYG motif), and an amphipathic α-helix with the feature of a leucine zipper like coiled-coil element. The complex component between the monomer and the monomer determines the precise spatial arrangement of the two zinc fingers which are made up of two zinc fingers and combined with the palindrome [16].
The LOB domain plays a key regulatory role in the growth and development of plant organs and tissues [2]. Studies have shown that the zinc finger domain CX2CX6CX3C plays an important role in binding of the LBD protein to DNA. The GAS-block structure and LX6LX3LX6L helical coil structure are involved in the interaction between the LBD protein and other proteins. For example, the interaction between LBD and bHLH proteins can help reduce the affinity of the former to DNA [3,5]. Studies have confirmed that LBD proteins play an essential role in the regulation of the growth and development of a variety of plants. The Arabidopsis AtLOB (AtASL4) gene is mainly expressed at the proximal end of lateral tissues. It can be combined with the SHOOT MERISTEMLESS (STM) protein and BREVIPEDICELLUS (BP) protein in order to regulate the development of young leaves [1]. The overexpression of AtLBD41 (AtASL38) in Celosia plumosus can causes leaf wrinkle deformity and has the phenomenon of obvious initialization. Therefore, it is speculated that it may be involved in regulation of the paraxial and abaxial polarity of the leaf [17]. The expression product of AtLBD6 (AtAS2) inhibits cell proliferation and near-distal axis symmetry in the paraxial region of the leaf, forming a flattened leaf and regulating flower development through synergy with AS1 and JAG [18,19]. The LBD10 protein plays a crucial role in the development of Arabidopsis pollen [20]. AtLBD6 (AtAS2) is a homologous gene of OsAS2 in Arabidopsis, whose expression product can be involved in the regulation of rice bud differentiation and the border expression of different rounds indicating that this gene may regulate flower development [21]. OsIG1 is involved in the flower organ number and gametogenesis in rice [22]. The overexpression of OsLBD37 and OsLBD38 can delay the process and speed of rice heading and increase yields [23]. The MdLBD13 protein can inhibit anthocyanin synthesis and nitrogen uptake in apple [24]. Maize ZmIG1 regulates female gamete development and leaf axial differentiation [25]. The overexpression of eucalyptus EgLBD37 increases the internode length, making plants higher, and increases lignin lignification components. The overexpression of EgLBD29 reduces the length of the python and shortens the circular growth of the plant. Additionally, the overexpression of EgLBD22 can increase the fiber content of the phloem [14]. VvLBD19 was up-regulated in grape treated with 10% PEG for 24 h, which was 26 times higher than that of the control [26]. Zebarth, B.J, et al. found that the gene St.LBD (Unigene Stu.5076 from
With the continuous development of sequencing techniques, many plant species have undergone genome sequencing, which lays a solid foundation for the use of bioinformatics research and identification of gene functions. Potato breeding is easy. Potato is an indispensable food crop in the world, and is the fourth largest food crop in China. However, the drought in northwestern China is not conducive to the growth of potatoes. Therefore, it is necessary to study and transform abiotic stress genes to improve the yields and quality of potatoes. A potato genome sequence has been published (PGSC, Potato Genome Sequencing Consortium, 2011) [28]. Potato grows rapidly and it has established a perfect genetic transformation system. It is hopeful that potato will become an autopolyploid model plant. Since the publication of the genome data of potato (Solanum tuberosum L.), there has been no complete report on the potato LBD transcription factor family. In this study, we use bioinformatics methods to identify 43 LBD family members from potato genome-wide sequences. A comprehensive analysis of basic information, physicochemical properties, chromosomal locations, genetic structures, evolutionary relationships, conserved domain features, and expression patterns has been conducted in this study, which can lay an important foundation for further studying the function of potato LBD genes.
2. Results
2.1. Identification of Potato LBD Gene Family Members
In this study, 43 LBD gene family members were identified (Table 1). The molecular weight and isoelectric point of potato LBD proteins were analyzed by the online website ExPASy (
2.2. Chromosome Localization of the Potato LBD Gene Family
Through an analysis of the chromosomal localization, 43 LBD genes were distributed in 10 of the 12 chromosomes (Figure 1). Among them, chromosome 6 (Chr06) had the most indispensable genes distributed. It contained 12 LBD genes, followed by chromosome Chr02, containing 9 LBD genes. The Chr05, Chr08, and Chr12 chromosomes contained only one LBD gene. The Ch07 and Ch10 chromosomes did not exhibit distribution of the LBD gene. The six pairs of genes are closely linked together with the chromosome (StLBD1-2/StLBD1-3, StLBD2-1/StLBDD2-2, StLBD2-6/StLBD2-7, StLBD6-2/StLBD6-3, StLBD6-6/StLBD6-7, and StLBD9-3/StLBD9-4) and belong to the potato paralogous gene pair.
2.3. Phylogenetic Evolution and Gene Structure Analysis of the Potato LBD Gene Family
For analysis, we constructed a phylogenetic tree of the potato LBD (Figure 2). The results showed that 43 potato LBD genes were divided into Class I and Class II, which contained 35 and 8 LBD genes, respectively. Twenty-six potato LBD genes formed 13 pairs of paralogs in which nine pairs of genes had a bootstrap higher than 90: they were StLBD2-1/StLBD2-2, StLBD3-3/StLBD6-7, StLBD6- 12/StLBD9-3, StLBD11-2/StLBD11-3, StLBD6-1/StLBD6-10, StLBD6-4/StLBD6-9, StLBD11-1/StLBD12-1, StLBD9-1/StLBD9-2, and StLBD1-5/StLBD2-6. For further analysis of the evolutionary relationship between the StLBD and AtLBD, we conducted specific research on a phylogenetic tree of the potato and Arabidopsis LBD system (Figure 2). The results of phylogenetic tree clustering show that Class I was subdivided into five subclasses of Ia, Ib, Ic, Id, and Ie, which respectively contained 8, 7, 16, 0, and 4 potato LBD family members. Arabidopsis contained 8, 13, 5, 2, and 8 LBD family members. Class II was subdivided into two subclasses: IIa and IIb. Potato contained five and three members in IIa and IIb, respectively. Arabidopsis contained four and three members in IIa and IIb, respectively. Interestingly, our results were roughly the same as those of the incomplete potato study conducted by Bdeir et al. [29]. The difference is that we found seven homologous genes of potato to AtLBD1, five of which had higher similarities: StLBD4-1, StLBD6-8, StLBD6-2, StLBD11-2, and StLBD11-3. Furthermore, two, including StLBD6-11 and StLBD1-1, had low similarities. Additionally, StLBD1-3, a homologous gene of AtLBD18, has not been found by predecessors. Gene structure analysis (Figure 3) showed that the potato LBD genes have a simple structure and no more than two introns. Only two genes contained two introns, while 29 genes contained one intron and 12 genes had no introns. The results of cluster analysis showed that similar cluster relations have similar gene structures. For example, both StLBD3-4 and StLBD9-2 have conformable conserved domains. In addition, six genes in Class II are very similar. They only have one intron and identical motifs.
2.4. Conservative Analysis of the Potato LBD Protein Sequence
By blasting the LOB domains of 43 potato LBD proteins (Figure 4), most of the protein sequences had a CX2CX6CX3C motif similar to the zinc finger structure at the N-terminus. Among them, five proteins (StLBD11-2, StLBD1-1, StLBD1-2, StLBD9-1, and StLBD6-11) did not contain the CX2CX6CX3C motif. There were four amino acids between the third and fourth cysteines of StLBD2-1. Four proteins (StLBD2-8, StLBD3-4, StLBD6-6, and StLBD8-1) lacked the third cysteine. A total of 10 LBD protein sequences (StLBD6-8, StLBD12-1, StLBD3-1, StLBD2-3, StLBD2-9, StLBD3-3, StLBD6-7, StLBD3-2, StLBD6-12, and StLBD9-3) contained complete proteins similar to the leucine zipper LX6LX3LX6L motif. Twenty-nine of the 43 potato LBD proteins contained a complete GAS-block between the two motifs CX2CX6CX3C and LX6LX3LX6L. With the exception of StLBD6-3, the remaining genes contained a conserved proline (P) on the right side (C-terminus) of this module. It is speculated that this module plays a significant role in performing biological functions. In Solanum tuberosum, glycin was highly conserved in the GAS module, as it was against Populus euphratica, Daucus carota, and Capsicum annuum. In addition to StLBD6-3, there was also highly conserved arginine (R) and glycine (G) at the C-terminus of all proteins. This suggested that these three amino acids might have some special biological functions in the growth and development of potato.
2.5. Tissue Expression and Induced Expression Analysis of the Potato LBD Gene
To explore the function of the potato LBD gene during the process of growth and development, we obtained transcriptome data from the potato genome sequencing consortium (PGSC) database (
2.6. Analysis of Cis-Acting Elements of the Potato LBD Gene
To further understand the transcriptional regulation of the identified potato LBD family genes, we need to further understand the promoter region. We used the online prediction software Plant CARE (
2.7. Expression Analysis of Seven LBD Genes in the Leaf at Different Stages
We focused on several potato LBD genes that have a high homology to the Arabidopsis LBD gene previously studied. They were StLBD1-5, StLBD2-6, StLBD3-1, StLBD3-5, StLBD6-5, StLBD3-2, and StLBD11-2. In order to prove the regularity of the seven observed potato LBD genes under an arid condition, qRT-PCR was used to detect the expression level of growing potato seedling leaves. The physiological state of the material, which was recorded six times, is shown in Figure 8. The qRT-PCR data was processed using the 2−ΔCT method. The results of qRT-PCR showed that each gene had a different expression level on different days and under different treatment conditions. (Figure 9). Within 12 days after treatment, the expression level of StLBD1-5 in the drought stress and watering group displayed no significant differences. On the 16th day, the potato began to show significant differences under an arid condition (Figure 8K,E). Responses of the different treatments of the StLBD1-5 began to show significant differences after the 16th day, indicating that under an arid condition, the expression level of StLBD1-5 is significantly inhibited (Figure 9A). Over time, the expression level of StLBD2-6 was similar to StLBD1-5. After 16 days, these two treatments began to show significant differences and a down-regulated expression. Different from StLBD1-5, StLBD2-6 had the highest expression on the 16th day, showing that the value was greater under a moist condition than under an arid condition (Figure 9B). The expression level of StLBD3-1 was very low in the leaf. The expression level of StLBD3-1 was the highest on the 12th day under an arid condition and the seedling was not lodged at this time (Figure 8J). Its expression was significantly higher than the watering group, but it was down-regulated after the 12th day (Figure 9C). This indicated that a certain degree of arid condition can also induce the expression of this gene. Similarly, StLBD3-2 might also be induced to expression under an arid condition. On the 8th day, the expression level of StLBD3-2 was significantly higher than the watering group and was then down-regulated (Figure 9D). This shows that the gene responds to drought stress, but excessive drought stress is unhelpful to the expression of this gene. As the plant grew, the expression level of StLBD3-5 was up-regulated (Figure 9E). On the 16th day, the expression level of StLBD3-5 in the watering group was significantly higher than that in the drought stress group. A certain amount of drought stress may increase the expression level of StLBD6-5. On the 12th day, the expression level of StLBD6-5 in the watering group was significantly higher than in the drought stress group and was then down-regulated (Figure 9F). This indicated that the expression of this gene was almost unaffected by drought stress and mainly changed periodically. It can be clearly seen that the expression of the StLBD11-2 gene fluctuates upwards every 8 days. It seems to follow a certain periodic pattern, where the gene hardly responds to drought stress (Figure 9G). This suggests that this gene might be associated with certain physiological cycle changes in potato leaf.
2.8. Expression Analysis of Seven LBD Genes in Different Tissues
In order to prove the change in the LBD gene expression level of different tissues of potato under drought stress, qRT-PCR was used to analyze the expression level of potato treated for 20 days. The physiological state is shown in Figure 10. The results of qRT-PCR showed that the expression of StLBD1-5 in the leaf of the watering group was four times higher than that in the drought stress group. The expression level of StLBD2-6 is approximately more than two times higher in the watering group then in the drought stress group. This shows that under a normal watering condition, StLBD1-5 and StLBD2-6 are essential for maintaining the physiological metabolism of potato leaf. Drought stress significantly inhibited the expression of StLBD1-5 and StLBD2-6 genes in potato leaf (Figure 11A). It should be emphasized that the leaves wrinkled and wilted after 20 days of drought stress in the drought stress group, but retained a certain amount of water, exhibiting cell viability and tubers (Figure 10B). In tuber, the expression of StLBD3-5 was significantly higher than the other six genes’ expression of StLBD3-5 in the drought stress group than in the watering group, but there was no significant difference (Figure 11B). This period is in the stage of tuber initiation, so StLBD3-5 may play a key role in potato tuberization. Among the stems of potato, the expression level of StLBD2-6 was the highest under an arid condition, which was three times that under the moist condition (Figure 11C). The expression of StLBD3-5 under drought stress was second only to the expression of StLBD2-6 under drought stress. The expression of StLBD3-5 in the drought stress group was six times that of the watering group (Figure 11C). This indicated that the arid condition could significantly increase the expression level of StLBD2-6 and StLBD3-5 in the potato stem. These two genes might have a positive effect on maintaining physiological metabolism in the potato stem when the potato is subjected to drought stress. In the root of potato, the expression levels of each gene were very low. The expression level of StLBD2-6 in the watering group was the highest, being higher than that in drought stress group, indicating that drought stress could adversely affect the expression of the StLBD2-6 gene but it did not show a significant difference. The expression level of StLBD1-5 was also much higher than that of the other five genes and the expression of this gene was hardly affected by drought stress (Figure 11D). It should be emphasized that the water content in the root of the drought stress group and watering group was very different. The root of the drought stress group was obviously dry. However, there was no difference in the expression level of the StLBD1-5 gene between the two groups. It is worth mentioning that StLBD3-1 was very weakly expressed in these four tissues of potato and can hardly be identified from Figure 11. From the expression data of StLBD3-1, the expression of the gene in the stem increased under an arid condition.
3. Discussion
Potato is one of the most important non-cereal crops in the world. It feeds a large portion of the world. It is also China’s fourth largest food crop. It has many advantages, such as a high yield, delicious taste, and the combined use of food and grain. It is important to northern China’s cultivated crops. In 2011, the potato (Solanum tuberosum L.) genome sequence and related functional data were published (PGSC, 2011), which enabled the genome-wide identification of StLBD family genes and corresponding transcripts. To date, several gene families in potato have been identified and analyzed, such as PHT [38], Aux/IAA [39], Hsp20 [40], bHLH [41], WRKY [42], etc. However, identification of the potato LBD gene family at the genomic level has not been fully reported. The LBD protein family is a plant-specific transcription factor that plays an important role in plant growth, development, and adversity stress [1,4,43,44]. In this study, 43 StLBD gene have been discovered in the potato genome (Table 1), which can be divided into two major classes and seven subclasses (Ia~Ie, IIa, and IIb). The number of family genes was 43 for Arabidopsis [3], 44 for Zea mays [9], 45 for Capsicum annuum [11], 57 for Populus trichocarpa [45], 45 for Nicotiana tabacum [46], 35 for Oryza sativa [47], etc. This indicated that the LBD family retained a largely fixed function of the genetic evolution of different species. Some functions have been verified in several LBD members of the model plant Arabidopsis. In this research, StLBD homologous proteins were obtained by a cluster analysis of the potato protein sequence and AtLBD protein sequence. Many homologous genes (Figure 2) provided a convenient and reliable theoretical basis for predicting the function of the StLBD family. It is noteworthy that the StLBD family lacks “Id” members and they might have been lost in the process of evolution. Analysis by chromosomal localization revealed that two chromosomes, Ch07 and Ch10 have not been found in the LBD gene. Additionally, three LBD genes were dispersed on one chromosome, which were StLBD5-1 on Ch5, StLBD8-1 on Ch8, and StLBD12-1 on Ch12. The other LBD genes were dispersed on the other 10 chromosomes (Figure 1). The state of these gene distributions was similar to that of previously reported model plants of Arabidopsis. Chromosomal localization analysis of the potato LBD gene family revealed that there were six homologous gene pairs, which indicated that the gene family occurred by tandem gene duplications during evolution (Figure 1). The StLBD gene had a simple structure of no more than two introns and adjacent genes had similar intron numbers. MEME program predictive analysis indicated that LBD gene members with similar evolutionary relationships have similar structures (Figure 3). The tissue expression model and functional characteristics of genes were closely related. Our study used potato tissue expression transcript data to analyze the expression of the StLBD family in 15 tissues (Figure 5). We also detected the gene expression levels of seven potato LBD genes in the leaf, stem, tuber, and root that were highly homologous to the Arabidopsis LBD gene by qRT-PCR (Figure 11). Experimental results were basically similar to the reported transcript data. However, the expression levels of StLBD3-2 and StLBD11-2 were lower than the reported transcript data in the leaf in this study. We found that the expression levels of LBD exhibited a significant difference in different tissues. The expression of some genes showed significant differences under an arid condition. Anthocyanins play a key role in the plant defense [27]. In previous studies, AtLBD37, AtLBD38, and AtLBD39 were negative regulators of anthocyanin synthesis. The overexpression of any of these three genes in the absence of N/NO3- strongly suppresses the key regulators of anthocyanin synthesis [48]. Therefore, we conclude that a high expression of these LBD was detrimental to increasing plant stress tolerance. The DFR gene has been shown to be an enzyme in the anthocyanin biosynthesis pathway [49]. With the supply of high nitrates, DFR expression was reduced. Anthocyanin accumulation was reduced by Zebarth, B.J. et al [27]. This was associated with an increased expression of the N-regulated anthocyanin synthesis inhibitor St.LBD (Unigene Stu. 5076 from
Based on the homologous correspondence between the model plant AtLBD and the StLBD, we predicted the function of some StLBD. In the phylogenetic tree, StLBD3-1 was in the same branch as At-AS2 (LBD6), which was involved in flower development in Arabidopsis [18]. Similarly, according to the results of the heatmap, StLBD3-1 was up-regulated in the tissue expression level heatmap of flowers (Figure 5). Therefore, it was very likely related to the development of potato flowers. Interestingly, StLBD3-1 was also found to be scarcely expressed in the leaf, stem, tuber, and root of potato in our qRT-PCR results, which indicated that potato StLBD3-1 might be similar to the Arabidopsis At-AS2, which was mainly expressed in the flower and involved in the regulation of potato flower development. Other researchers have found that the homologous gene OsAS2 of AtLBD6 in rice is involved in the regulation of rice bud differentiation and leaf formation [51]. Therefore, the function of StLBD3-1 needs to be further verified.
The overexpression of Arabidopsis AtLBD41 in Celosia can cause leaf wrinkle deformity with significant distalization [17]. Therefore, we conjectured that the function of potato StLBD3-5 was similar to that of AtLBD41 and might be involved in the regulation of leaf near-far axis polarity. qRT-PCR results showed that the StLBD3-5 expression level was up-regulated in the stem under drought stress (Figure 11C). The results showed that it displayed ABRE cis-acting in Figure 7, indicating that StLBD3-5 had responded to ABA signaling and participated in polarity regulation. It has been reported that the overexpression of AtLBD13 might significantly increase the formation of an elongated lateral root [52]. Based on the experimental results, qRT-PCR showed that the expression level of potato StLBD6-5 homologous to Arabidopsis AtLBD13 was very low in the root. This may be due to artificial error during sampling. The reason for this was that most of the slender lateral roots were pulled off and buried in the soil during sampling, so we only obtained the main root part. This also indicated that StLBD6-5 is not expressed in the main root system of potato. What role it plays in the elongated lateral root of the potato remains to be further studied. Recent studies have shown that overexpression of the homologous gene EgLBD29 of Arabidopsis AtLBD13 in Eucalyptus grandis Hill will reduce the internode length and increase the degree of lignification. The homologous gene EgLBD37, which overexpresses AtLBD1 and AtLBD11, enables plants to grow taller and grow between internodes [14]. Therefore, we hypothesize that overexpression of the potato StLBD11-2 and homologous gene of StLBD11-2 may make plants grow taller. Based on the homologous correspondence between the model plant Arabidopsis AtLBD gene and the potato StLBD gene, we predicted the function of some StLBD genes. In the phylogenetic tree (Figure 2), StLBD3-1 and At-AS2 (LBD6) were homologous genes, showing that StLBD3-1 might be involved in flower development [18]. StLBD3-1 was shown in the tissue expression calorimetry which was highly expressed in flower that was likely to be related to the development of potato flowers. Potato homologous gene StLBD4-2, StLBD1-5, StLBD9-1, and StLBD9-2 which were clustered with ClassII and may have similar functions of nitrate transport. Previous studies on AtLBD36 (AtASL1) have shown that it is involved in regulation of the near-distal polarity and leaf morphogenesis of petals [20,50]. The relevant potato homologous genes were StLBD2-7, StLBD2-2, and StLBD2-1. These three potato homologous genes may also be involved in the control of flower development and leaf morphogenesis. AtLBD16 (AtASL18), AtLBD17 (AtASL15), AtLBD18 (AtASL20) and AtLBD29 (AtASL16) could induce callus culture formation and participate in plant regeneration. The above-mentioned corresponding potato genes StLBD9-4, StLBD6-12, StLBD9 -3, StLBD1-4, StLBD6-3, StLBD1-2, and StLBD1-4 are also likely to be involved in similar regulatory pathways. AtLBD16 and AtLBD18 are both induced by auxin [53]. Their homologous gene StLB1-4 was also induced by auxin IAA in the cluster analysis. According to the gene homology relationship, the function of the potato LBD gene above can be inferred, while the specific function is waiting to be confirmed by genetic transformation technology.
4. Materials and Methods
4.1. Identification and Chromosomal Localization of Potato LBD Family Members
The complete protein sequence of potato was downloaded from potato genome sequencing consortium (PGSC) [28] (PGSC_DM_v3.4_pep. fasta. zip). The Arabidopsis LBD protein sequence was downloaded from the TAIR (
4.2. Phylogenetic Tree Construction, Gene Structure Analysis and Protein Domain Sequence Alignment
Clustal W was used for multiple sequence alignment of potato LBD proteins sequences. The phylogenetic tree was constructed using the MEGA 7.0 software neighboring method (Neighbor-Joining, NJ), and the calibration parameter (Bootstrap) was set to 1000 times. The exon–intron structure information of the potato candidate LBD was predicted by the online software GSDS2.0 (
4.3. Promoter Cis-Acting Element Analysis
The 1 kb nucleic acid sequence upstream of each candidate gene was manually searched for in the Phytozome database (
4.4. Tissue Expression and Induced Expression Analysis of the Potato LBD Gene
To explore the potential role of StLBD in growth and development, the transcriptome data of 16 tissues was downloaded from PGSC (
4.5. Plant Material, Growth Conditions and Stress Treatment
Test material was the potato cultivar Desiree, which was planted in the greenhouse of the Northwest A&F University Laboratory, Yangling, China. The sampled po tato leaves had three biological replicates. The cut axillary buds were grown by tissue culture in MS medium (Murashige and Skoog, 1962) [41] containing 2% sucrose and 0.8% agar. The pH was 5.9 and maintained growth in an artificial climate greenhouse at 22 ± 1 °C 16 h light/8 h dark. Four-week-old seedlings were transferred to a vessel containing vermiculite and seedling substrate and were then watered. In order to ensure sufficient sampling material, two treatments (normal watering and drought stress) were set up for seven repetitions. Normal watering treatment included the provision of sufficient water every four days. The drought stress treatment included watering was only watered once on Day 0, after which the plants were no longer watered. Samples were taken every four days, which were quickly immersed in liquid nitrogen and frozen until the extraction of total RNA. On the last sampling of Day 20, the normal watered and drought-treated potato plants were dug out and divided into four parts: leaf, stem, tuber, and root. The collected material was quickly immersed in liquid nitrogen and frozen until the extraction of total RNA.
4.6. Total RNA Extraction and qRT-PCR Analysis
Total RNA from potato leaf was extracted using the RNAsimple Total RNA Extraction Kit (TIANGEN, Beijing, China, DP419). cDNA was synthesized using the FastKing RT Kit (With gDNase) (TIANGEN, Beijing, China). The cDNA was diluted five-fold with nuclease-free water, and all procedures were performed according to the instructions. The specific potato LBD gene primers for quantitative real-time PCR (qRT-PCR) were designed with Primer Premier 5 (Table 2). qRT-PCR was carried out in a 10 μL reaction system with the following composition: 5 µL 2 × SuperReal Color PreMix, 0.5 µL 10 µM forward primer, 0.5 µL 10 µM reverse primer, 1 µL diluted cDNA and 3 µL ddH2O. The qRT-PCR program was set to: 15 min at 95 °C, 10 s at 95 °C, 20 s at 63 °C, and 30 s at 72 °C. The dissolution profile was generated from 65 °C to 95 °C and increased by 0.5 °C every 5 s for three biological replicates. The relative expression was calculated using the 2−ΔCT method of the tissue expression profile and 2−ΔCT method of expression profiles under stress [5]. The reference gene ubi3 was used as a qRT-PCR reference gene (Table 2). The qRT-PCR raw data can be found in Table S1. Expression levels were analyzed using a Bio-Rad Real-Quantitative real-time PCR analysis System (CFX96, Hercules, CA, USA).
5. Conclusions
In this study, a comprehensive analysis on the identification of potato LBD family members was carried out by bioinformatics. Forty-three StLBD family genes were obtained in total. Except for chromosomes 7 and 10, the other 10 chromosomes all had the LBD genes. We found that 41 of 43 genes were expressed in at least one tissue. Some genes expression levels were very high in specific tissues, such as StLBD1-5, StLBD2-6, StLBD3-5, and StLBD11-1. Induced expression analysis showed that the potato LBD gene mainly responded to immune, drought, and heat stress. However, there was no obvious gene expression change in ABA stress. Combining qRT-PCR experiments with previous studies, we believed that potato StLBD1-5, St-LBD2-6, StLBD3-1, StLBD6-5, and StLBD11-2 have important research value. A low expression of StLBD1-5 and StLBD2-6 under drought stress was shown to be beneficial for increasing the drought resistance of the leaf. The high expression of StLBD3-5 and StLBD2-6 in the stem was revealed to be beneficial for increasing the ability of the potato to resist drought stress. In the early stage of the StLBD3-1 response to drought stress, a low expression of StLBD6-5 could improve the drought resistance of potato leaf. StLBD11-2 was not affected by drought stress, while it displayed periodicity change with leaf development. In subsequent studies, we will try to reveal StLBD transcription factors’ response to drought stress and the biological process of StLBD transcription factors under drought stress. We will enhance drought tolerance through the regulation of StLBD in potatoes.
Supplementary Materials
The supplementary materials are available online at
Author Contributions
H.L., Y.C., D.W. and Q.C. designed the experiments; H.L., X.C., M.Y., M.C., Y.N., W.L., C.Z., L.K., N.K., C.Y., Y.C. and Q.C. carried out the experiments; H.L., C.X., and M.C. analyzed the experimental results. H.L. and M.C. analyzed the data and developed the analysis tools. H.L. and P.Z. wrote the manuscript.
Funding
This work was mainly funded by the National Key Research and Development Program of China (2018YFD0200805), the Key Technology Development Program of Science and Technology Department of Shaanxi province (2017ZDXM-NY-004) and partially supported by State Key Laboratory of Crop Stress Biology in Arid Areas, China.
Conflicts of Interest
The authors declare no conflict of interest.
Figures and Tables
Figure 1. The location of the Lateral organ boundaries domain (LBD) genes in potato on the chromosome. A basic unit represents a chromosome length of 5.0 Mb. The number of each chromosome is marked above it.
Figure 2. The phylogenetic tree of LBD transcription factors of potato and Arabidopsis. The clustering analysis is based on 1000 replications for increasing the credibility of the bootstrap value.
Figure 3. Phylogenetic relationships of the potato LBD gene family (a), gene structure (b) and conserved domain (c). The potato LBD amino acid sequence was aligned by Clustal X 1.83. The phylogenetic tree was constructed using the N-J method of MEGA7. Bootstrap verification produced 1000 duplicate bootstrap values. These genomic sequences corresponding to their cod sequences (CDS) were predicted online using GSDS (http://gsds.cbi.pku.edu.cn) to detect the intron/exon distribution of the corresponding StLBD gene. The yellow boxes indicate the cod sequences (CDS). The discontinuous lines indicate the introns of these genes. The right side represents the motif composition associated with each StLBD protein. The motifs, numbered 1-10, are displayed in different colored boxes.
Figure 4. Potato LBD family conserved domain protein sequence alignment. The amino acid sequence of the potato LBD protein was aligned by Clustal X 1.83. “*” Indicates the CX2CX6CX3 zinc finger-like motif, GAS (Gly-Ala-Ser) block, and LX6LX3LX6L leucine zipper-like coiled-coil motif [14].
Figure 5. The expression profiles of StLBD genes in different tissues of potato. Transcripts were detected by RNA-Seq technology. The heatmap showed StLBD gene expression across 15 tissues covering the entire potato life cycle, including the flower, leaf, petiole, and root, shoot apex stamen stem stolon, tuber cortex, tuber peel, tuber pith, tuber sprout, mature tuber, young tuber, and whole plant. In this figure, blue and white are used to indicate the expression level of each tissue gene. Blue indicates gene up-regulation, while white indicates gene down-regulation.
Figure 6. Heatmap of the expression profile of potato LBD genes under ten different biotic or abiotic stresses. Transcripts were detected with RNA-Seq technology. Abiotic stresses include sodium chloride, mannitol, and heat. Biological stresses include Phytophthora infestans, and stress-elicitors acibenzolar-S-methyl (BTH) and DL-b-amino-n-butyric acid (BABA). Other stress responses were mainly induced by four plant hormones: abscisic acid (ABA), 6-benzylaminopurine (BAP), gibberellic acid (GA3), and indole-3-acetic acid (IAA). Blue and white in the figure were used to indicate the gene expression level in plant tissues under specific conditions. Blue indicates gene up-regulation, while white indicates gene down-regulation.
Figure 7. The cis-acting element of 1000 bp sequences upstream of the potato StLBD gene. This study used the database PlantCARE to predict the motif. Red indicates the existence of a specific motif, and green indicates that no specific motif is present.
Figure 8. Potato seedlings treated with drought stress and watering in six periods. (A–F) are used to represent the variety of Desiree seedlings with watering for 0 days, 4 days, 8 days, 12 days, 16 days and 20 days, respectively. (G–L) to represent Desiree seedlings of potato varieties treated with drought stress for 0 days, 4 days, 8 days, 12 days, 16 days, and 20 days, respectively.
Figure 9. Curve of expression of the StLBD gene with time under drought stress and normal watering treatment. Asterisks indicate significant differences using Student’s t test (* p < 0.05; ** p < 0.01).
Figure 10. Potato seedlings treated with normal watering and drought stress for 20 days. (A) Desiree seedlings of potato varieties treated with normal watering for 20 days. (B) Desiree seedlings of potato variety treated for 20 days under drought stress.
Figure 11. Relative expression level of the StLBD gene in the leaf, tuber, stem, and root under drought stress and normal watering treatment. Asterisks indicate significant differences using Student’s t test (* p < 0.05; ** p < 0.01).
Information on the lateral organ boundaries domain (LBD) transcription factor family in Solanum tuberosum.
Gene Features Phytozome Gene ID | Phytozome Transcript ID | Protein Features | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
Families | Putative Gene Name | Exon No. | Chr. Location | Protein Length | MW (kDa) | pI | GRAVY | TMD/Terminus | ||
PGSC0003DMG400014757 | PGSC0003DMT400038248* | Ic | StLBD1-1 | 2 | chr01 | 128 | 15 | 5.53 | −0.293 | 0/out→out |
PGSC0003DMG400012757 | PGSC0003DMT400033221* | Ib | StLBD1-2 | 2 | chr01 | 133 | 15 | 6 | 0.187 | 0/out→out |
PGSC0003DMG402012772 | PGSC0003DMT400033253* | Ib | StLBD1-3 | 1 | chr01 | 139 | 14 | 9.12 | 0.136 | 0/out→out |
PGSC0003DMG400022454 | PGSC0003DMT400057829* | Ib | StLBD1-4 | 2 | chr01 | 241 | 26 | 6.13 | −0.393 | 0/out→out |
PGSC0003DMG400025752 | PGSC0003DMT400066165* | IIa | StLBD1-5 | 2 | chr01 | 217 | 24 | 6.9 | −0.267 | 0/out→out |
PGSC0003DMG401000764 | PGSC0003DMT400002011* | Ia | StLBD2-1 | 2 | chr02 | 288 | 33 | 6.44 | −0.839 | 0/out→out |
PGSC0003DMG402000764 | PGSC0003DMT400002013* | Ia | StLBD2-2 | 2 | chr02 | 287 | 33 | 6.23 | −0.806 | 0/out→out |
PGSC0003DMG400006914 | PGSC0003DMT400017806* | Ia | StLBD2-3 | 1 | chr02 | 168 | 19 | 8.89 | −0.649 | 0/out→out |
PGSC0003DMG400021204 | PGSC0003DMT400054637* | Ic | StLBD2-4 | 2 | chr02 | 161 | 18 | 8.21 | −0.442 | 0/out→out |
PGSC0003DMG400012653 | PGSC0003DMT400032938* | IIa | StLBD2-5 | 2 | chr02 | 273 | 30 | 7.02 | −0.392 | 0/out→out |
PGSC0003DMG400024936 | PGSC0003DMT400064185* | IIa | StLBD2-6a | 2 | chr02 | 212 | 23 | 6.11 | −0.231 | 0/out→out |
PGSC0003DMT400064186 | IIa | StLBD2-6b | 2 | chr02 | ||||||
PGSC0003DMG400010023 | PGSC0003DMT400025959* | Ia | StLBD2-7 | 1 | chr02 | 313 | 35 | 5.98 | −0.641 | 0/out→out |
PGSC0003DMG400038771 | PGSC0003DMT400089200* | Ie | StLBD2-8 | 1 | chr02 | 123 | 15 | 8.93 | −0.658 | 0/out→out |
PGSC0003DMG400012629 | PGSC0003DMT400032877* | Ia | StLBD2-9 | 1 | chr02 | 157 | 18 | 5.91 | −0.719 | 0/out→out |
PGSC0003DMG400000974 | PGSC0003DMT400002549* | Ia | StLBD3-1 | 1 | chr03 | 189 | 21 | 8.77 | −0.529 | 0/out→out |
PGSC0003DMG400027718 | PGSC0003DMT400071281* | Ic | StLBD3-2 | 1 | chr03 | 177 | 20 | 6.29 | −0.388 | 0/out→out |
PGSC0003DMG400018112 | PGSC0003DMT400046644* | Ia | StLBD3-3 | 1 | chr03 | 191 | 21 | 8.21 | −0.469 | 0/out→out |
PGSC0003DMG400013182 | PGSC0003DMT400034288* | Ie | StLBD3-4 | 2 | chr03 | 301 | 34 | 5.48 | −0.579 | 0/out→out |
PGSC0003DMG400005719 | PGSC0003DMT400014630* | IIa | StLBD3-5 | 2 | chr03 | 244 | 27 | 6.44 | −0.361 | 0/out→out |
PGSC0003DMG400004138 | PGSC0003DMT400010597* | Ic | StLBD4-1 | 2 | chr04 | 173 | 20 | 5.71 | −0.467 | 0/out→out |
PGSC0003DMG400021509 | PGSC0003DMT400055393* | IIa | StLBD4-2a | 2 | chr04 | 204 | 22 | 5.07 | −0.208 | 0/out→out |
PGSC0003DMT400055392 | IIa | StLBD4-2b | 2 | chr04 | ||||||
PGSC0003DMG400014547 | PGSC0003DMT400037711* | IIa | StLBD5-1 | 2 | chr05 | 253 | 28 | 5.47 | −0.426 | 0/out→out |
PGSC0003DMG400020562 | PGSC0003DMT400052995* | Ic | StLBD6-1 | 2 | chr06 | 201 | 22 | 6.81 | −0.209 | 0/out→out |
PGSC0003DMG400025400 | PGSC0003DMT400065346* | Ic | StLBD6-2a | 2 | chr06 | 209 | 23 | 5.16 | −0.273 | 0/out→out |
PGSC0003DMT400065345 | Ic | StLBD6-2b | 1 | chr06 | ||||||
PGSC0003DMG400046838 | PGSC0003DMT400097267* | Ib | StLBD6-3 | 2 | chr06 | 155 | 18 | 5.4 | −0.051 | 0/out→out |
PGSC0003DMG400023939 | PGSC0003DMT400061511* | Ic | StLBD6-4 | 2 | chr06 | 171 | 19 | 5.73 | −0.18 | 0/out→out |
PGSC0003DMG400029080 | PGSC0003DMT400074783* | Ic | StLBD6-5a | 3 | chr06 | 274 | 30 | 4.98 | −0.469 | 0/out→out |
PGSC0003DMT400074784 | Ic | StLBD6-5b | 2 | chr06 | ||||||
PGSC0003DMG400004880 | PGSC0003DMT400012498* | Ie | StLBD6-6 | 2 | chr06 | 327 | 37 | 5.48 | −0.895 | 0/out→out |
PGSC0003DMG400027078 | PGSC0003DMT400069646* | Ia | StLBD6-7 | 1 | chr06 | 175 | 19 | 6.29 | −0.485 | 0/out→out |
PGSC0003DMG400007503 | PGSC0003DMT400019410* | Ic | StLBD6-8 | 2 | chr06 | 198 | 22 | 6.71 | −0.282 | 0/out→out |
PGSC0003DMG400030456 | PGSC0003DMT400078256* | Ic | StLBD6-9 | 2 | chr06 | 173 | 19 | 6.7 | −0.221 | 0/out→out |
PGSC0003DMG400030461 | PGSC0003DMT400078265* | Ic | StLBD6-10a | 2 | chr06 | 222 | 24 | 9.02 | −0.209 | 0/out→out |
PGSC0003DMT400078264 | Ic | StLBD6-10b | 2 | chr06 | ||||||
PGSC0003DMG400027663 | PGSC0003DMT400071132* | Ic | StLBD6-11 | 1 | chr06 | 134 | 15 | 4.87 | −0.35 | 0/out→out |
PGSC0003DMG400020069 | PGSC0003DMT400051680* | Ib | StLBD6-12 | 2 | chr06 | 195 | 22 | 6.49 | −0.341 | 0/out→out |
PGSC0003DMG400044009 | PGSC0003DMT400094438* | Ie | StLBD8-1 | 1 | chr08 | 302 | 33 | 8.85 | −0.441 | 0/out→out |
PGSC0003DMG400008500 | PGSC0003DMT400021914* | IIa | StLBD9-1 | 3 | chr09 | 108 | 12 | 5.39 | −0.81 | 0/out→out |
PGSC0003DMG400043103 | PGSC0003DMT400093532* | IIa | StLBD9-2 | 2 | chr09 | 167 | 19 | 4.9 | −0.559 | 0/out→out |
PGSC0003DMG400009713 | PGSC0003DMT400025135* | Ib | StLBD9-3 | 2 | chr09 | 221 | 25 | 8.68 | −0.484 | 0/out→out |
PGSC0003DMG400009716 | PGSC0003DMT400025142* | Ib | StLBD9-4 | 2 | chr09 | 245 | 28 | 5.66 | −0.514 | 0/out→out |
PGSC0003DMG400008649 | PGSC0003DMT400022286* | Ic | StLBD11-3 | 2 | chr11 | 171 | 19 | 6.94 | −0.371 | 0/out→out |
PGSC0003DMG400027372 | PGSC0003DMT400070405* | Ic | StLBD11-1 | 1 | chr11 | 94 | 11 | 4.16 | −0.264 | 0/out→out |
PGSC0003DMG400025384 | PGSC0003DMT400065297* | Ic | StLBD11-2 | 2 | chr11 | 216 | 23 | 5.05 | −0.219 | 0/out→out |
PGSC0003DMG402023851 | PGSC0003DMT400061283* | Ic | StLBD12-1 | 2 | chr12 | 169 | 19 | 9.01 | −0.295 | 0/out→out |
a. The number of transmembrane domains is represented by TMD. Terminus shows the predicted location of N- and C-terminals, OUT (extra-cellular). Arrow (→) shows from N- to C-terminals. b. “*” Primary transcript of a specified gene. c. The “MW” is molecular weight. The “pI” is isoelectric point. The “GRAVY” is grand average of hydropathicity. The TMD is transmembrane domain.
Table 2qRT-PCR primers for expression in the analysis of StLBD.
Gene | Forward Primer (5′-3′) | Reverse Primer (5′-3′) |
---|---|---|
Ubi3 | TCCGACACCATCGACAATGT | CGACCATCCTCAAGCTGCTT |
StLBD1-5 | CAATGCCACTGTCTTCGTCG | CTCCTTTAAGCACTGTTTCTACCG |
StLBD2-6 | CGAACAGTAAACCCAGTGAACG | TGATCGAGATCCGCCAACAT |
StLBD3-1 | CGGTTCCTTCGTCGTAAATGTC | GCACGCATGTCTGCCTCATA |
StLBD3-2 | CAACGAGGCTGAGGTGAGACTTA | TGACCAGAAGTGTCCGCAAAA |
StLBD3-5 | CTTGGACCTGACCATTTGCG | GGGAGATCGGGATCAGAGTTATTT |
StLBD6-5 | CCTGAATGTTATTAGAGCGGAGAT | CGAGGTGGTTGTAGACGGTTG |
StLBD11-2 | CGCTAAGGCACAAGCTGAAA | ATAGGGTCTCCCATGATCCAAT |
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© 2019 by the authors.
Abstract
Lateral organ boundaries domain (LBD) proteins belong to a particular class of transcription factors of lateral organ boundary (LOB) specific domains that play essential roles in plant growth and development. However, a potato phylogenetic analysis of the LBD family has not been fully studied by scholars and researchers. In this research, bioinformatics methods and the growth of potatoes were used to identify 43 StLBD proteins. We separated them into seven subfamilies: Ia, Ib, Ic, Id, Ie, IIa and IIb. The number of amino acids encoded by the potato LBD family ranged from 94 to 327. The theoretical isoelectric point distribution ranged from 4.16 to 9.12 Kda, and they were distributed among 10 chromosomes. The results of qRT-PCR showed that the expression levels of StLBD2-6 and StLBD3-5 were up-regulated under drought stress in the stem. The expression levels of StLBD1-5 and StLBD2-6 were down-regulated in leaves. We hypothesized that StLBD1-5 was down-regulated under drought stress, and that StLBD2-6 and StLBD3-5 up-regulation might help to maintain the normal metabolism of potato and enhance the potatoes’ resistance to drought.
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Details
1 State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling 712100, Shaanxi, China;
2 College of Food Science and Engineering, Northwest A&F University, Yangling 712100, China