Changes in the number of stomata and in the anatomical structure of leaves
Compared with the control, the stomatal opening number of common vetch leaves decreased significantly on the first day, 50% lower than that of the control. It increased significantly on the third day, and reached a relatively stable state on the fifth and seventh days. On the 7th day, the highest number of stomata was 34.5, which was 44.9% higher than that of the control (Fig. 1). The leaves of common vetch are double-sided, and the mesophyll tissue is divided into palisade tissue and spongy tissue. On the first day after transportation to the plain, the arrangement of upper epidermis cells, lower epidermis cells, palisade cells and sponge cells was loose, and the intercellular space was larger than that of the control. From the third day, the intercellular space and spongy tissue gradually recovered (Fig. 2).
Changes in chlorophyll content and chlorophyll fluorescence
The maximum photochemical quantum yield (fv/fm) of PSII reflects the potential maximum photosynthetic capacity of plants. Under non stress conditions, the change of this parameter is very small, and it is not affected by species and growth conditions. Compared with the first day, fv/fm content increased on the third day. It was significantly higher on the 5th day than on the 3rd day, but significantly lower on the 7th day than that of the control. Fv/fm content reached the maximum on the 5th day, increased by 6.6% compared with the control (Fig. 3a). Chlorophyll is the main pigment of photosynthesis and one of the main indexes to evaluate the photosynthetic capacity of leaves. The chlorophyll content of common vetch increased significantly on the first day and the fifth day after being transported from plateau to plain. Although it decreased significantly to the control level on the 3rd day, it was still significantly lower than the control level on the 7th day and lower than the control level on the 5th day (Fig. 3b).
Physiological response of common vetch to the plain environment
Malonic acid (MDA) accumulation is usually used to reflect the degree of membrane lipid peroxidation, which is a common basis to identify plant cell damage. As shown in Figure 3-4, compared with the control, the MDA content of common vetch was significantly decreased on the first day after being transported back to the plain. From the third day, it was significantly higher than the control level in plateau area. On the first day, the content of MDA was the lowest, 30.7% lower than that of the plateau control. On the 7th day, the content of MDA was the highest, increased by 27% compared with the plateau control. (Fig. 4a).
Compared with the control, the content of H2O2 gradually increased from the first day. The content of H2O2 was higher on the 5th day. On the 7th day and the 5th day, the content was the same, reaching a relatively stable state (Fig. 4b). Compared with the control, O2- content gradually increased in the first 5 days, but the change was not significant. Compared with the 5th day, the content of O2- decreased significantly on the 7th day, but it was still higher than the control level (Fig. 4c).
The accumulation of osmolytes has the function of scavenging reactive oxygen species and ensuring the structure of plant cell membrane. Soluble sugar content was significantly lower than the control level on the first day, and then increased significantly on the third day. On the first day, the soluble sugar content was the lowest, decreased by 33.5% compared with the control. On the 7th day, the soluble sugar content remained the same as that of the control (Fig. 4d). Compared with the control, the soluble protein content decreased significantly on the 1st and 3rd day. Although the content increased significantly on the 5th day compared with the 3rd day, it decreased significantly on the 7th day and gradually returned to the level on the 3rd day. On the third day, the content of soluble protein decreased by 32.9% (Fig. 4e).
Antioxidant system can keep the balance of production and elimination of reactive oxygen species. Compared with the control, SOD activity decreased by 5.0% on the first day. Compared with the first day, it increased significantly on the third day. It decreased significantly on the 5th day and then increased significantly on the 7th day. The content of SOD activity was higher than that of the control except the first day, and reached the maximum on the seventh day (Fig. 4f). GSH activity was 26.0% lower than the control level on the first day. However, it increased significantly on the third day, but did not change significantly on the fifth and seventh days, and returned to the same activity level as the control (Fig. 4g).
RNA sequencing and de novo assembly
After the seedlings were transported to the plain, the photosynthetic pigment changed significantly on the third day and gradually recovered to stability on the seventh day. Therefore, to obtain the gene expression profile under plain and plateau conditions, the transcriptomes of the leaves of the plateau control samples and plain samples at 3 and 7 days were analyzed via an Illumina platform. From de novo assembly, a total of 129,209 transcripts and 38,702 unigenes were obtained with an average length of 1552 bp. We recorded an N50 value of 2394 bp (Table. 1). The unigene length ranged from 301 to 16,715 bp. Among the unigenes, 10973 (28.35%) were more than 2000 bp in length, and there was no single gene that was shorter than 300 bp. A total of 8789 (22.71%) genes were 300-500 bp in length, 9585 (24.77%) were 500-1000 bp in length, and 9355 (24.17%) were 1000-2000 bp in length (Table. 2).
The raw reads from one Illumina RNA-seq library generated in this study are available from the BioProject at NCBI (https://www.ncbi. nlm.nih.gov/bioproject/) under accession number PRJNA688111.
Table 1 Illumina RNA-seq reads and de novo assembly statistics of common vetch.
Total number of raw reads
|
247,896,340
|
Total number of clean reads
|
60,060,559
|
Mean length of reads (bp)
|
1919
|
Number of total unigenes
|
38,702
|
Mean length of unigenes (bp)
|
1552
|
Minimum unigene length (bp)
|
301
|
Maximum unigene length (bp)
|
16,715
|
N50 (bp)
|
2394
|
Table 2 Length distribution of the unigenes.
Length (nt)
|
Total
|
< 300
|
300–500
|
500-1000
|
1000-2000
|
≥2000
|
Number of Unigenes
|
38702
|
0
|
8789
|
9585
|
9355
|
10973
|
%
|
100%
|
0%
|
22.71%
|
24.77%
|
24.17%
|
28.35%
|
Functional annotation
Among the 38,702 unigenes, a total of 29,384 unigenes were annotated in at least one database, including 25,225 unigenes annotated in the NR database, 25,201 unigenes in NT, 18,771 unigenes in PFAM, 18,771 unigenes in GO, and 6042 unigenes in the KOG database (Fig. 5a).
Compared with the annotation results from the NR database, it can be seen that the most homologous species with common vetch is Medicago truncatula, with 8391 homology (33.3%). In addition, 18.4% of unigenes were similar to those of Trifolium pratense (Additional file 1: Figure S3.). In accordance with GO analysis, 105146 single genes were classified according to the three major GO categories. There were 25 groups of biological processes (BPs), 20 groups of cellular components (CCs) and 10 groups of molecular functions (MFs) (Fig. 5b, additional file 4: Table S3). The most abundant GO terms in the unigenes of common vetch were “metabolic process” (10131), “cellular process” (11068) and “single-organism process” (8056) for BP; “cell part” (6127) and “cell” (6127) for CC; and “catalytic activity” (8350) and “binding” (10,690) for MF.
After KEGG annotation, 8185 DEGs were mapped into 130 KEGG metabolic pathways. The top three KEGG pathways were "metabolism" (4870), "genetic information processing" (2099) and "environmental information processing" (412). The pathways with the highest proportion of genes to the total number of annotated genes were ribosome (ko03010, 510 single genes), plant pathogen interaction (ko04626, 304 single genes), carbon metabolism (ko01200, 3011 single genes) and plant hormone signal transduction (ko04075, 274 single genes) (Fig. 5c, Additional file 5: Table S4.).
Overall analysis of DEGs
In this experiment, we used deseq software to analyze the differential expression among the sample groups, with FDR < 0.05. Compared with the control (J0), samples collected on the third day (J3) had 3251 upregulated genes and 3317 downregulated genes, and 1359 upregulated genes and 1648 downregulated genes were observed on the seventh day (Fig. 6a). A total of 443 genes showed the same change in three comparisons when comparing the DEGs on different days. Compared with the control (J0), there were 1491 DEGs on the 3rd and 7th days (Fig. 6b). To confirm this result, 8 genes with different transcription abundances were verified by real-time RT-PCR. The gene expression levels obtained with the two methods were consistent.
In the J3 vs J0 comparison, the seven most enriched KEGG pathways are shown in Fig. 7a (Additional file 6: Table S5; Q value < 0.01). There were 28 DEGs in photosynthesis (ko00195), 15 in photosynthetic antenna protein (ko00196), 25 in photosynthetic biological carbon fixation (ko00710), 16 in phenylalanine metabolism (ko00360), 15 in porphyrin and chlorophyll metabolism (ko00860), and 14 in tyrosine metabolism (ko00350).
In the J3 vs J0 comparison, the four most enriched KEGG pathways are shown in Fig. 7b (Additional file 7: Table S6; Q value < 0.01). There were 206 DEGs in ribosomes (ko03010), 36 in photosynthesis (ko00195), 43 in ribosome biogenesis in eukaryotes (ko03008), and 21 in photosynthesis-antenna proteins (ko00196).
The pathways photosynthesis (ko00195) and photosynthesis-antenna proteins (ko00196) were identified in the J3 vs J0 and J7 vs J0 comparisons. The pathways identified in only the J3 vs J0 comparison were carbon fixation in photosynthetic organisms (ko00710), phenylalanine metabolism (ko00360), porphyrin and chlorophyll metabolism (ko00860), and tyrosine metabolism (ko00350). The pathways identified specifically in J7 vs J0 were ribosome (ko03010) and ribosome biogenesis in eukaryotes (ko03008).
Differential expression of photosynthesis-related genes
To study the adaptability of plateau plants to the plain environment, genes related to environmental effects were screened out from the filtered DEGs for further study. In J3 and J7, DEGs related to the reaction center of the PSI and PSII, photosynthetic antenna protein, electron transfer and CO2 fixation were identified. The main pathways were photosynthesis (ko00195), photosynthesis-antenna proteins (ko00196) and photosynthesis biological carbon fixation (ko00710). When the plants were transported to the plain environment, the carbon fixation of photosynthetic organisms was inhibited. The main feature is that the core cytochrome b6/f (k02636), which connects PSII and PSI, is downregulated during electron transfer. During photophosphorylation, the genes encoding FD-NADP+ reductase (k02641) and ATP synthase (k02113, k02109) were downregulated (Fig. 8a).
During the Calvin cycle (Fig. 8b), the genes encoding Rubisco (k01601) in the pathway of 3-phosphoglycerate (PGA) synthesis were downregulated. The genes encoding phosphoglycerate kinase (k00927) and glyceraldehyde-3-phosphate dehydrogenase (k05298) were downregulated in the synthesis of 3-phosphoglyceraldehyde (GAP). Many enzymes involved in the regeneration of ribulose-1,5-disphosphate (RuBP) were downregulated. During the C4 cycle, oxaloacetic acid (OAA) is reduced to malic acid; the gene encoding malate dehydrogenase (k00025) is downregulated. Regarding regeneration, the genes encoding pyruvate transaminase (k00814) were downregulated. However, the genes encoding aspartate transaminase (k14454), involved in transamination, were upregulated in the J3 vs J0 comparison. Lhca2, Lhca4, Lhcb1, Lhcb2, Lhcb3, Lhcb4, Lhcb5 and Lhcb6 in the photosynthetic antenna protein pathway, components of the complementary light complexes LCHI and LCHII, were downregulated. In addition, the genes encoding proteins in the reaction center of photosynthesis were downregulated, including PSI reaction center subunits III-VI (PsaF, PsaE, PsaG, PsaH), PSI reaction center subunits X and XI (PsaK, PsaL), PSI reaction center subunits PsaN and PsaO, and PSII reaction center PsbK, PsbO, PsbQ, PsbW, and Psb27. In conclusion, the downregulation of these three pathways inhibited the growth of common vetch in the plain environment (Fig. 8c).
Differential expression of encoding photosynthetic pigment-related genes
The adaptability of plants to light is closely related to the photosynthetic pigment production pathway (Fig. 8d). In this study, the DEGs were mainly in the porphyrin and chlorophyll metabolism (ko0860) pathway. The genes encoding glutamine tRNA reductase (k02492), hydroxymethyldialane synthase (k01749), uroporphyrinogen decarboxylase (k01599), Mg-chelatase subunit H (k03403), magnesium-protoporphyrin O-xymethyltransferase (k03428), magnesium-protoporphyrin IX monomethyl ester (oxidative) cyclase (k04035), protochlorophyllide reductase (k00218), chlorophyll An oxygenase (k13600) and chlorophyll a synthase (k04040) were downregulated in J3 compared with the control.
Transcription factors (TFs) analysis
Transcription factors (TFs), which widely exist in plants, play an important role in regulating plant growth and development and environmental stress response. In this study, 109 up-regulated TFs were identified in 39 gene families, mainly in NAC (11.01%), Orphans (7.34%) and HB (7.34%) gene families. 94 down regulated TFs were distributed in 32 families, including MYB (15.96%), AP2-EREBP (10.64%) and Orphans (8.51%) (Fig. 9a). Compared with J0, 206 transcription factors were identified in 52 gene families, mainly AP2-EREBP (12.62%), mTERF (8.25%), MYB (7.77%) and Orphans (5.34%). 238 down regulated TFs were distributed in 40 gene families, including MYB (13.45%), AP2-EREBP (9.66%) and NAC (8.40%) (Fig. 9b). These results suggest that MYB, NAC, AP2-EREBP and orphans transcription factor family may play an important role in the adaptation of common vetch to plain environment.
RNA-seq validation: qRT-PCR analysis
We used qRT-PCR to detect the consistency of the expression patterns of 8 randomly selected genes. GAPA (Cluster-7705.13598, Cluster-7705.13381, Cluster-7705.13418), rbcS (Cluster-7705.13113), ATPF0B (Cluster-7705.13726), ATPF1D Cluster-7705.13438), petH (Cluster-7705.13612), and petC (Cluster-7705.14151) were found to be downregulated in J3 vs J0 and J7 vs J0 by qRT-PCR. The qRT-PCR results for all genes were consistent with those of RNA-Seq, which provided strong support for the credibility of our RNA-seq data (Fig. 10).