Transcriptome differential gene analysis
In the transcriptome differential gene analysis, the total number of up-down-regulated genes was not much different, and the down-regulated genes were slightly more than the up-regulated genes (Fig. 1a). The overwintering shooting shriveling rate of apples is closely related to wax synthesis and metabolism. In the wax synthesis pathway, the down-regulated genes were significantly more than the up-regulated genes, and the down-regulated genes were 1.6 times higher than the up-regulated genes (Fig. 1b). Through KEGG pathway analysis, it can be seen that the wax metabolism pathway is significantly enriched. As shown in Fig. 1c, C16 palmitic acid can form 16 by inducing the expression of CYP86A4, CYP704B1, and 1.1. -Hydroxypalmitate, 16-oxalate palmitate and hexadecanedioate, etc., can also form 10,16-dihydroxypalmitate under the action of CYP77A6. C18 oleic acid can pass 1.14.1480, 1.1.- .-Isogene expression to form Octadec-9-ene-1,1-dioic-acid.
The main components of wax are unsaturated fatty acids and their derivatives, such as alkanes, alcohols and acids, etc., and each substance can be converted by different transcription factors. As a gene for aldehyde-to-alkane conversion, CER1 plays an important role in wax metabolism (Fig. 2).
Gene identification of the MdCER1 family in apple
Using the apple genome database, a total of 3 apple MdCER1 genes were obtained through BLAST homology comparison and SMART analysis, namedly MdCER1-1 to MdCER1-3. There is no significant difference in amino acid length, the isoelectric point range is between 8.74-9.13. The molecular weight of the protein is between 71303.17-72826.61D, MdCER1 is a hydrophilic protein and has the highest fat coefficient.
Table 2 Analysis of physicochemical properties of apple MdCER1 gene family
Accession No.
|
Gene name
|
Size
(aa)
|
Molecular weight (D)
|
Isoelectric
point
|
Grand average of hydropathicity (GRAVY)
|
Aliphatic
index
|
MD02G1226900
|
MdCER1-1
|
628
|
72826.61
|
8.76
|
-0.026
|
95.62
|
MD07G1086200
|
MdCER1-2
|
614
|
71303.17
|
8.74
|
-0.139
|
88.27
|
MD13G1273200
|
MdCER1-3
|
633
|
72165.15
|
9.13
|
0.135
|
100.84
|
Protein motif analyses of MdCER1 genes in apple
Multiple protein motifs were predicted in the MdCER1 genome, which indicated the diversification of the apple genome. MEME was used to clarify the prediction, and ten motifs were predicted. Motifs were linked with the phylogenetic tree as expected, suggesting that there were functional similarities between each identification group. Several highly conserved sequences of these motifs were then clarified by WebLogo, indicating that these sequences might have important biological functions. All genes have both CDS (translation region) and UTR (untranslated region), and the remaining genes only contain CDS (translation region).To further prove this result, use HMMER software to analyze the protein sequences of MdCER1, and find it contains fatty acid hydroxylase superfamily and waxy carbon-terminal conserved domains(Fig. 4).
Chromosomal localizations of MdCER1 genes in apple
The chromosomal location was analyzed to visualize the genetic information of the MdCER1 genes. The result showed that these genes were unequally distributed in the chromosomes of apple, concentrated on chr 02, chr 07 and chr13.
Multiple Sequence Alignment of MdCER1 genes in apple
After multiple comparisons with DNAMAN software, it is found that the protein sequences of its family members have the same conserved domains. They all have fatty acid dehydrogenase conserved domains (marked with black lines) and waxy carbon-terminal regions conserved domains ( marked with green lines), and there are two histidine clusters in the fatty acid dehydrogenase conserved domain(marked with a red rectangle), the histidine cluster structure is very important for the executive function of CER1.
Analysis of cis‑acting elements in promoter region of MdCER1 genes
To understand the cis-acting elements contained in the promoter region of MdCER1 genes, 2 kbp sequences upstream of MdCER1 genes were taken for analysis. The results showed that multiple promoter regions of MdCER1 genes enriched cis-acting elements respond to auxin, gibberellin, ABA, salicylic acid, drought, low temperature and light (Fig. 7). This indicates that the function of MdCER1s may include a series of biological processes, such as regulating plant growth and development, plant hormone signal transduction, and plant resistance to stress.
Expression of MdCER1 gene under drought stress and transcriptome sequence alignment with NCBI sequence of MdCER1
It can be seen from Fig. 8a that the three family members of MdCER1 are all up-regulated under drought stress with the extension of the stress time. Furthermore, MdCER1-1 was highly up-regulated compared with other genes under drought stress, so it was selected and used for subsequent genetic transformation analysis. Then, the CER1 protein sequence obtained from the transcriptome was compared with the MdCER1-1 protein sequence by DNAMAN. It was found that the similarity between the protein sequence of MdCER1-1 and the transcriptome sequence was as high as 98.1% (Fig. 8b), so the name in the transcriptome (MdCER1-like) was used for cloning and identification.
Protein sequence analysis of MdCER1-like gene
The CER1 protein sequences of 12 plants were downloaded from the NCBI and analyzed by multiple sequence comparison, including M.domestica, Manihot esculenta, Rosa chinensis, Mangifera indica, Solanum pennellii, Glycine max, Glycine soja. The amino acid sequence was performed by DNAMAN software, and the results showed that there are certain differences between the C-terminal and the N-terminal, but they all have the same domain (Fig. 9). The MdCER1-like and CER1 protein sequences of other species were selected to construct a phylogenetic tree with with MEGA-X soft-ware, the result showed MdCER1-like is a unique branch in the entire evolutionary tree (Fig. 10).
Analysis of cis-acting elements of MdCER1-like promoter
PlantCare was used to predict cis-acting elements in apple MdCER1-like promotors, including regulatory responsive elements related to abscisic,light, drought-inducibility, defense and stress, salicylic acid, MeJ and so on (Table 3). This indicates that MdCER1-like can respond to various external signals such as drought, light, and hormone, and participate in a series of biological processes to regulate plant growth and development.
Table 3 Cis-acting regulatory elements in the upstream regulatory sequences of MdCER1-like
cis-acting element
|
Sequence
|
Function of site
|
quantity
|
TCA-element
|
CCATCTTTTT
|
cis-acting element involved in salicylic acid responsiveness
|
4
|
CAAT-box
|
CAAAT
|
common cis-acting element in promoter and enhancer regions
|
14
|
MBS
|
CAACTG
|
MYB binding site involved in drought-inducibility
|
1
|
MRE
|
AACCTAA
|
MYB binding site involved in light responsiveness
|
4
|
TGA-element
|
AACGAC
|
auxin-responsive element
|
1
|
TGACG-motif
|
TGACG
|
cis-acting regulatory element involved in the MeJA-responsiveness
|
1
|
A-box
|
CCGTCC
|
cis-acting regulatory element
|
2
|
ABRE
|
TACGGTC
|
cis-acting element involved in the abscisic acid responsiveness
|
1
|
Box 4
|
ATTAAT
|
part of a conserved DNA module involved in light responsiveness
|
4
|
CGTCA-motif
|
CGTCA
|
cis-acting regulatory element involved in the MeJA-responsiveness
|
1
|
ARE
|
AAACCA
|
cis-acting regulatory element essential for the anaerobic induction
|
1
|
O2-site
|
GATGATGTGG
|
cis-acting regulatory element involved in zein metabolism regulation
|
1
|
Cloning of MdCER1-like genes
1864 bp band was obtained by PCR amplifcation (Fig.11). The recovered and burifed target band was connected to pMD19-T vector and transferred into Trans 5α. After selecting positive clones, samples were sent for sequencing. Sequencing analysis showed that the clones were correct and consistent with the expected size. The MdCER1-like gene of apple contained a complete open reading frame of 1864 bp.
Screening and identification of overexpression calli
The calli of overexpression calli was obtained by transplanting stalk infection. Compared with the wild-type calli, the expression level of MdCER1-like in the overexpressed calli was significantly higher than that in the wild-type plants.
Morphological characteristics and physiological indices of apple calli overexpressing MdCER1-like gene under drought stress
To further characterize the function of MdCER1-like in response to drought stress, transgenic and WT apple calli were grown under drought and normal conditions. As shown in Fig. 13,OE MdCER1-like and WT calli did not difer in fresh weight under normal conditions. However, the fresh weight of transgenic calli was signifcantly higher than that of WT controls under drought conditions.
Changes in epidermal wax-related genes often lead to changes in epidermal permeability. In order to verify this conjecture, WT and three transgenic lines were used as materials for water loss test. The results showed that compared with the three transgenic lines with ectopic expression of MdCER1-like, the calli with empty vector had a faster water loss rate (Fig. 14a), in addition, the overexpressed lines could also effectively reduce the water loss capacity of calli under drought stress, and the OE-2 line had the best effect (Fig. 14b), which further proved that ectopic expression of MdCER1-like significantly reduced the surface permeability of calli.
To further clarify the response of MdCER1-like to drought stress, WT and three transgenic calli (OE-1, OE-2, OE-3) were subjected to 20-day stress treatment respectively. The results showed that under normal conditions, there was no significant difference between WT and OE MdCER1-like, the fresh weight of transgenic calli was significantly higher than that of WT control under drought stress, the expression of MdCER1-like gradually increased with the extension of stress time, reaching the highest level at 48h (12.032)(Fig. 14c). The expression levels of wax-related synthetic genes showed that MdYPB5 and MdCER3 increased gradually, while MdKCS1 increased first and then decreased, and reached the highest level at 24h (11.0104)(Fig. 14-d).
We used GC-MS to analyze the fraction of wax in OE1-3 and WT calli after drought stress (Fig. 15a,b). The results showed that the waxy fractions in WT were mainly fatty acids, alkanes, alkenes, alcohols, aldehydes and unidentified components, among which the n-alkanes was the highest. Compared with WT, the content of n-alkanes and alkenes increased significantly in OE1-3 (Fig.15-c), indicating that the overexpression of MdCER1-like significantly promoted the accumulation of alkanes.
Additionally, relative expression of SOD, POD, Pro in OE and WT apple calli were also obtained. OE MdCER1-like calli exhibited much higher values than WT controls for all measurements under drought conditions (Fig.16), but the difference is not significant with WT under normal condition. Therefore, Overexpression of MdCER1-like remarkably increased tolerance to drought stress in apple calli.