The shoot shriveling rate of 'Asi' and 'Miyazaki'
It can be seen from Fig. 1 that there are differences in the shoot shriveling rate between 'Asi' and 'Miyazaki. The shoot shriveling rate of 'Miyazaki' is higher compared to 'Asi', and 2.31 times that of the 'Asi'.
The relationship between the critical water content of 'Asi' and 'Miyazaki' and the shoot shriveling
Table 2
The relationship between the water content of 'Asi' and 'Miyazaki' and the shoot shriveling
Varity
|
Initial water content
|
Set water content
|
Shoot shriveling rate (%)
|
Germination rate (%)
|
|
|
42.37%
|
0.00 ± 0.00d
|
100.00 ± 0.00a
|
|
|
40%
|
0.00 ± 0.00d
|
100.00 ± 0.00a
|
'Asi'
|
42.37%
|
35%
|
14.29 ± 0.16c
|
85.71 ± 0.76b
|
|
|
30%
|
57.14 ± 0.42b
|
42.86 ± 0.51c
|
|
|
25%
|
100.00 ± 0.00a
|
0.00 ± 0.00d
|
|
|
40.38%
|
0.00 ± 0.00e
|
100.00 ± 0.00a
|
|
|
40%
|
16.67 ± 0.13d
|
83.33 ± 0.51b
|
'Miyazaki'
|
40.38%
|
35%
|
50.00 ± 0.25c
|
50.00 ± 0.28c
|
|
|
30%
|
83.34 ± 1.3b
|
16.66 ± 0.14d
|
|
|
25%
|
100.00 ± 0.00a
|
0.00 ± 0.00e
|
Note: Different small letters of the same column indicate significant difference among different treatment at P < 0.05 level.
It can be seen from Table 2 that the germination rate of the two branches without any treatment is above 83%. After the water content of the branches dropped to 35%, the germination rate of 'Asi' was reduced, but it was still above 83%, while the germination rate of 'Miyazaki' dropped to 50%. At this time, the shoot shriveling rate of both branches increased. When the water content of the branches drops to 30%, the germination rate of 'Asi' is 42.86%, while the 'Miyazaki' drops to 16.66%, and the occurrence rate of shoot shriveling is as high as 83.34%. When the water content of the branches drops to 25%, the branching rate of 'Asi' and 'Miyazaki''s branches is as high as 100%. The above results show that the critical moisture content of 'Asi' and 'Miyazaki''s shoot shriveling is 30%~35%.
Changes in wax content of branches during overwintering
It can be seen from the Fig. 2 that during the wintering process of the branches of the two apple varieties, the wax content showed a continuous decline, and the content and the decline range display discrepancy. The wax content of 'Asi' is higher than that of 'Miyazaki'. Compared with the initial dormancy phase, the wax content of 'Asi' and 'Miyazaki' in the freezing-thawing phase decreased to 41.84% and 60.63%.
Changes in waxy morphology and epidermal structure of branches
It can be seen from Fig. 3 that the waxy and epidermal morphology of 'Asi' and 'Miyazaki' show significant difference. In terms of waxy morphology, the waxy morphology of 'Asi' is acicular and densely distributed, while the 'Miyazaki' waxy morphology is lumpy and scattered. Additionally, it can be seen from the morphology of the epidermis that the arrangement of the epidermal cells of 'Asi' is different from that of 'Miyazaki'. 'Asi' branches have regular and smooth epidermis distribution, with large intercellular spaces between surface cells, while 'Miyazaki' branches have loose epidermal structures and rough surfaces.
Changes in waxy components of branches
The GC-MS technique was used to identify the wax components of the cuticle of 'Asi' and 'Miyazaki' branches. The results showed that aliphatic and aromatic components were detected in the two branches (Fig. 4), including alkanes, aliphatic acids, aliphatic alcohol, aliphatic aldehyed, alkanes, esters, triterpenes, amines and benzene et. Through the quantitative analysis of each component (Table 3), it can be known that the content of aliphatic alcohol in each component is the highest, which is 395.58µg/cm2 ('Asi') 243.67µg/cm2 ('Miyazaki'), amines were the least, 5.25µg/cm2 ('Asi') and 11.83µg/cm2 ('Miyazaki'). From the overall point of view, 'Asi' wax components are mostly higher than 'Miyazaki'.
After identifying the obtained GC-MS peak spectrum by spectral library search (Table 4), under similar retention times(RT), the wax components of 'Asi' and 'Miyazaki' are not exactly the same, for example, the wax component is C15H32O4Si2 ((tert-butyloxy)-2,4-bis[(trimethylsilyl)oxy]-1,3-5-butadienyl methyl ether), the RT of 'Asi' was 7.9097, while that of 'Miyazaki' was 7.9095. 'Asi' When the RT is 23.7513, the compound is n-Eicosane, and when the RT of 'Miyazaki' is 23.7508, the present compound is octamethylcyclotetrasiloxane. Therefore, we can conclude that the wax component is an important factor affecting the overwintering of the tree.
Table 3
Wax fraction content of the epiddermis of 'Asi' and 'Miyazaki' branches and carbon atomic distribution
component
|
'Asi' (µg/cm2)
|
'Miyazaki' (µg/cm2)
|
Aliphatic Acids
|
25.95e
|
17.95f
|
Aliphatic alcohol
|
395.58a
|
243.67a
|
Aliphatic aldehyed
|
105.32c
|
89.54c
|
Alkanes
|
127.04b
|
109.25b
|
Esters
|
46.03d
|
24.59d
|
Triterpenes
|
70.50d
|
52.14d
|
Amines
|
5.25f
|
11.83ef
|
Benzene
|
25.41e
|
34.51e
|
Note:Different lowercase letters in the same column represent significant differences in the content of different wax components of the same variety at the 0.05 level (P < 0.05). The first column represents the classification of waxy components obtained by GC-MS spectral analysis of 'Asi', the second column represents the specific content of each waxy component. Subsequent column numbers represent the classification of waxy components, the specific content of each waxy component, and the carbon number of the waxy component compound distribution obtained by 'Miyazaki' through GC-MS spectral analysis.
Table 4
GC-MS waxy part of the map compound
'Asi'
|
'Miyazaki'
|
RT
|
Chemical formula
|
Compound name
|
RT
|
Chemical formula
|
Compound name
|
5.7981
|
C10H8N2
|
2,2'-Bipyridine
|
5.2176
|
C8H24O2Si3
|
octamethyl-Trisiloxane
|
7.9097
|
C15H32O4Si2
|
(tert-butyloxy)-2,4-bis[(trimethylsilyl)oxy]-1,3-5-butadienyl methyl ether
|
7.9095
|
C15H32O4Si2
|
4-(tert-butyloxy)-2,4-bis[(trimethylsilyl)oxy]-1,3-butadienyl methyl ether
|
9.2473
|
C17H34O2
|
Methyl hexadecanoate
|
10.8833
|
C19H40O2Si
|
Palmitic acid trimethylsilyl ester
|
10.8835
|
C19H40O2Si
|
Palmitic acid trimethylsilyl ester
|
14.2404
|
C21H44O2Si
|
Octadecanoic acid,trimethylsilyl ester
|
14.2497
|
C21H44O2Si
|
Octadecanoic acid,trimethylsilyl ester
|
17.3115
|
C24H50
|
N-TETRACOSANE
|
17.3119
|
C24H50
|
N-TETRACOSANE
|
19.4285
|
C23H48O
|
1-Tricosanol
|
20.6007
|
C25H54OSi
|
Hexyl(nonadecyloxy)silane
|
23.7508
|
C8H24O4Si4
|
octamethylcyclotetrasiloxane
|
23.7513
|
C20H42
|
n-Eicosane
|
25.9120
|
C16H50O7Si8
|
1,15-Dihydrogenhexadecamethyloctasiloxane
|
28.0461
|
C27H56
|
n-Heptacosane
|
28.0953
|
C28H58
|
n-Octacosane
|
32.1972
|
C27H56
|
2-Methyl-n-hexacosane
|
32.1912
|
C14H24O3Si2
|
m-(Trimethylsilyloxy)phenylacetic acid trimethylsilyl ester
|
38.0954
|
C33H58OSi
|
3-tert-Butyldimethylsilyl-20-dehydro Cholesterol
|
34.9661
|
C12H38O5Si6
|
Hexasiloxane, 1,1,3,3,5,5,7,7,9,9,11,11-dodecamethyl-
|
42.7059
|
C33H56O2Si
|
(20R)-3β-(tert-butyldimethylsilyl)oxycholest-5-en-22-yn-20-ol
|
38.0451
|
C33H58OSi
|
3-tert-Butyldimethylsilyl-20-dehydro Cholesterol
|
44.7182
|
C8H24O4Si4
|
octamethylcyclotetrasiloxane
|
42.6998
|
C36H64O3Si2
|
Octadecanoic acid,(4-hydroxyphenyl)-, dodecyl ester
|
49.7100
|
C8H24O4Si4
|
octamethylcyclotetrasiloxane
|
45.9283
|
C36H64O3Si2
|
Octadecanoic acid,(4-hydroxyphenyl)-, dodecyl ester
|
Note: The first column of data in the table represents the retention time (RT) corresponding to each peak of the GC-MS spectrum of 'Asi', and the second column corresponds to the RT corresponding to the peak of the GC-MS spectrum of the first column of 'Asi' The molecular formula of the compound, the noun of the compound component in the third column corresponds to the chemical formula in the second column. The subsequent columns represent the RT corresponding to the peak of the GC-MS spectrum of 'Miyazaki', the molecular formula and the name of the compound corresponding to the retention time.
Transcriptome differential genes and metabolic pathway enrichment
In the transcriptome differential gene analysis, the total number of up-regulated genes was not much different, and the down-regulated genes were slightly more than the up-regulated genes (Fig. 5-a). 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. 5-b). Through KEGG pathway analysis, it can be seen that the wax metabolism pathway is significantly enriched. As shown in Fig. 5-c, 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. In addition, the expression of different genes was different at different periods. For example, CYP86A4 and CYP77A6 showed down-regulated expression in early dormancy and deep dormancy, but up-regulated expression in germination. However, CYP94A1 was down-regulated in deep dormancy and germination. Therefore, the expression of these differential genes provides the basis for the subsequent study of wax.
Expression analysis of wax synthesis related genes
A variety of genes are involved in the process of wax biosynthesis and metabolism. According to the transcriptome statistics report, the differential genes with higher expression levels were screened by Pvalue value. In this study, we selected 11 differentially expressed genes binding wax metabolism-related pathways from the transcriptome for further verification, namely AMT1, WIN1, CER1, KCS1, CER6, NE2, MYB96, KCR1, CER3, LACS2, LTPG1. Real-time fluorescence quantitative analysis of wax synthesis-related genes revealed that most genes rise first and then fall with the extension of the overwintering phase, except for CER6 and TPG1. Meanwhile, most genes have the highest expression levels during the freeze-thaw cycle(Fig. 6). The transcriptional regulator was WIN1/SHN1, an AP2-EREBP-type transcription factor, that activates cuticular wax biosynthesis by up-regulation of KCS1 and CER1 genes to directly control the expression of the LACS2 gene involved in cutin biosynthesis and indirectly regulate cuticular wax deposition. Among them, CER1 and CER3 encode the synthesis of alkanes, LCS2 controls the length of the carbon chain, and LTPG1 is responsible for the transportation of wax. In real-time fluorescence quantification, CER1, CER3 and LACS2 showed a trend of first rising and then falling, while LTPG1 showed a continuous upward trend with the extension of the wintering phase. It was found that the expression trend of each gene was consistent with the corresponding folding curve.
Biosynthesis Pathway of Cuticular Wax
In order to characterize the complex processes related to wax metabolism in the transcriptome, the analysis of the major pathways of differential gene enrichment showed that,The “Fatty acid elongation (mdm00062)”, “Cutin, suberine and wax biosynthesis” (mdm00073)”, “Fatty acid degradation (mdm00071)”, “wax biosynthetic process(mdm00025)”, “cutin biosynthetic process(mdm00043)” categories were significantly enriched (Fig. 7-a).
Based on transcriptomic metabolic pathway enrichment and differential gene expression verification, and combined with previous studies, we prepared a waxy anabolic pathway (Fig. 7-b). It mainly involves CER1 (MD02G1226900), CER3 (MD13G1273200), KCS1 (MD01G1087400), KCR1 (MD10G1021200), Synthetic genes such as LACS2 (MD05G1070800) and regulators such as MYB96 (MD17G1261000), it lays a foundation for further study of wax gene.
Changes of Amy and SP during the Overwintering of Branches
With the extension of the overwintering phase, the SP activity of the two apple branches increased first and then decreased, and the SP activity of 'Asi' was always higher than that of 'Miyazaki' in the same phase. The two kinds of apple branches reach the maximum during the deep dormancy phase, and they are 0.0195mg.g-1.h-1FW ('Asi') and 0.0165mg.g-1.h-1FW ('Miyazaki'). The SP activity of 'Asi' is 'Miyazaki' 1.18 times.
As shown in Fig. 8, the Amy activity of the two apple branches showed a increased first and then decreased trend and the difference was significant with the extension of the overwintering phase. From the early overwintering phase to the nutrient transition phase, the activity of 'Asi' Amy was higher than that of 'Miyazaki'.
Changes of Proline content and relative conductivity of branches during overwintering
It can be seen from Fig. 9 that with the extension of the overwintering phase, the REC content of branches first increased and then decreased, and the difference was significant. During the whole wintering phase, the REC content of 'Miyazaki' branches was always higher than that of 'Asi', and the two kinds of branches reached the maximum (138.06) and (182.33) during the deep dormancy ('Asi') and the freeze-thaw cycle ('Miyazaki'). Compared with the initial dormancy phase, the REC content of the two branches at germination decreased by 6.96% ('Miyazaki') and 14.39% ('Asi'). It can be clearly seen that the strain with weak anti-shrinking ability has a higher conductivity value than that with strong anti-shriveling ability, indicating that the relative conductivity is also a good indicator for detecting the anti-shriveling performance of the branches.
The Pro content of the two branches increased first and then decreased with the extension of the overwintering phase, and the Pro of 'Miyazaki' branches was always higher than that of 'Asi' (Fig. 9). The Pro content of the two branches reached the highest value during deep dormancy, which were 43.26 mg·g-1 ('Miyazaki') and 38.03 mg·g-1 ('Asi'), and then began to decline. Compared with the early overwintering phase, the Pro content of the two branches at germination increased by 7.39% ('Miyazaki') and 14.42% ('Asi').
Correlation analysis of wax metabolism and shoot shriveling
Correlation analysis was performed on 8 indicators of wax metabolism by using SPSS software, and the correlation coefficient matrix was obtained (Table 5). The results show that the wax content are positively correlated with the water content, SP and Amy of the branches, and negatively correlated with shoot shriveling rate, REC and Pro content. These results imply that it can be used to evaluate the degree of shoot shriveling during the freeze-thaw cycle with water content, wax content, SP, Amy, REC and Pro.
Table 5
Correlation analysis of wax metabolism and shoot shriveling
|
Wax content
|
Shoot shriveling
rate
|
Initial water
content
|
Critical water
content
|
SP
|
Amy
|
Pro
|
REC
|
Wax content
|
1
|
|
|
|
|
|
|
|
Shoot shriveling rate
|
-0.898*
|
1
|
|
|
|
|
|
|
Initial water content
|
0.820**
|
-0.988
|
1
|
|
|
|
|
|
Critical water content
|
0.977**
|
-0.785
|
0.681
|
1
|
|
|
|
|
SP
|
0.351
|
-0.727
|
0.823
|
0.145
|
1
|
|
|
|
Amy
|
0.999
|
-0.876
|
0.792
|
0.986
|
0.306
|
1
|
|
|
Pro
|
-0.431
|
0.784
|
-0.870
|
-0.231
|
-0.996
|
-0.388
|
1
|
|
REC
|
-0.942
|
0.994
|
-0.965
|
-0.850
|
-0.645
|
-0.925
|
0.709
|
1
|
Note:* indicates significant difference (P < 0.05); ** indicates extremely significant difference(P < 0.01).