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Research Paper

Identification and expression analysis of MAPK cascade gene family in foxtail millet (Setaria italica)

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Article: 2246228 | Received 19 May 2023, Accepted 28 Jul 2023, Published online: 16 Aug 2023

ABSTRACT

The mitogen-activated protein kinase (MAPK) cascade pathway is a highly conserved plant cell signaling pathway that plays an important role in plant growth and development and stress response. Currently, MAPK cascade genes have been identified and reported in a variety of plants including Arabidopsis thaliana, Oryza sativa, and Triticum aestivum, but have not been identified in foxtail millet (Setaria italica). In this study, a total of 93 MAPK cascade genes, including 15 SiMAPKs, 10 SiMAPKKs and 68 SiMAPKKKs genes, were identified by genome-wide analysis of foxtail millet, and these genes were distributed on nine chromosomes of foxtail millet. Using phylogenetic analysis, we divided the SiMAPKs and SiMAPKKs into four subgroups, respectively, and the SiMAPKKKs into three subgroups (Raf, ZIK, and MEKK). Whole-genome duplication analysis revealed that there are 14 duplication pairs in the MAPK cascade family in foxtail millet, and they are expanded by segmental replication events. Results from quantitative real-time PCR (qRT-PCR) revealed that the expression levels of most SiMAPKs and SiMAPKKs were changed under both exogenous hormone and abiotic stress treatments, with SiMAPK3 and SiMAPKK4–2 being induced under almost all treatments, while the expression of SiMAPKK5 was repressed. In a nutshell, this study will shed some light on the evolution of MAPK cascade genes and the functional mechanisms underlying MAPK cascade genes in response to hormonal and abiotic stress signaling pathways in foxtail millet (Setaria italica).

1. Introduction

The mitogen-activated protein kinase (MAPK) cascade pathway is a widespread and highly conserved signaling module in eukaryotes that translates signals generated by receptors/sensors into cellular responses and thus regulates plant growth and development.Citation1 The typical MAPK cascade pathway consists of three sequentially acting protein kinases: the MAP kinase kinase kinases (MAPKKKs), MAP kinase kinases (MAPKKs), and MAP kinases (MAPKs),Citation2 among which MAPKKKs can be divided into three subfamilies, namely, MEKK, Raf, and ZIK.Citation3 MAPKKKs are serine and threonine (Ser/Thr) protein kinases that activate MAPKKs by phosphorylating two serine or threonine residues in the S/T-XXXXX(3/5)-S/T motif.Citation4,Citation5 As a class of bispecific kinases, MAPKKs activated by MAPKKKs could activate MAPKs by phosphorylating serine and threonine residues in the T-(D/E)-Y motif.Citation5–7 Activated MAPKs act on downstream effector proteins (such as transcription factors and protein kinases) or other signaling components to complete signal transduction and ultimately affect biological growth and development, metabolism, defense, and other pathways.Citation8,Citation9 At present, MAPK cascade family genes have been identified in most plants, including Arabidopsis thaliana,Citation5,Citation7 Oryza sativa,Citation10 Brachypodium distachyon,Citation11 Zea mays,Citation12 Triticum aestivum,Citation13,Citation14 Hordeum vulgare,Citation15 Solanum lycopersicum,Citation16 Brassica napus,Citation17 and Gossypium spp,Citation18 etc. These studies provided a resourceful reference for further studies of the MAPK cascade pathway.

The MAPK cascade pathway is a highly conserved signaling pathway in higher plants, involves not only in cell division, apoptosis, and plant growth and development but also in plant responses to abiotic stresses.Citation19 Studies showed that MPK6 involved in Arabidopsis post-embryogenic root development through auxin upregulation and cell division plane orientation,Citation20 and MPK3 and MPK6 of Arabidopsis are also required for funicular pollen tube guidance.Citation21 It has also been reported that Arabidopsis MEKK1 can interact directly with the senescence-related WRKY53 transcription factor on a protein level and can bind to its promoter, thereby regulating leaf senescence.Citation22 It has been shown that overexpression of SlMAPK1 enhances the drought resistance of tomato plants.Citation23 In rice, OsMAPK3-OsbHLH002-OsTPP1 pathway is crucial for triggering cold tolerance, OsMAPK3 could interact with and phosphorylate the OsbHLH002 protein, and OsbHLH002/OsICE1 positively regulates cold signaling via targeting OsTPP1,Citation24 and overexpression of OsMAPK5 can enhance plant tolerance to drought, salt, and cold stresses.Citation25,Citation26 Tomato SlMPK3 is a low-temperature stress response gene, and the overexpression of SlMPK3 causes higher seed germination, longer root length, and stronger resistance to cold stress in transgenic tobacco.Citation27 In maize, ZmMKK1 is a positive regulatory protein induced by high-salinity stress that improves salinity tolerance in plants.Citation28 In addition, some MAPK cascade pathways that respond to abiotic stresses have been characterized, such as the AtMEKK1-AtMKK2/AtMEK1-AtMAPK4/AtMAPK6 pathway that enhances cold resistance and salt tolerance in Arabidopsis thaliana.Citation29 MAPKKK18-MAPKK3 positively regulates tolerance to drought stress in Arabidopsis thaliana.Citation30 OsMAPKKK63-OsMAPKK1-OsMAPK4 cascade can enhance salt tolerance in rice.Citation2 And the MKK7/MKK9-MPK6 pathway has been implicated to play crucial roles in plant response to salt stress.Citation31

As a pivotal component that links intracellular and extracellular signaling, the MAPK cascade has been widely reported to be involved in phytohormone anabolic and signaling pathways, etc. For instance, MPK3 could be induced by ABA in Arabidopsis thaliana.Citation32 Tomato SlMPK6–1 and SlMPK6–2 have been demonstrated to be positive regulators of jasmonate (JA) biosynthesis and signaling pathways.Citation33 Hydrogen peroxide (H2O2), a common secondary messenger in plants, often acts as a signaling regulator upstream or downstream of the MAPK signaling pathway, mediating signal transmission.Citation34 An earlier study revealed that H2O2 was a potent activator of MAPKs in Arabidopsis thaliana leaf cells.Citation35 and can activate the expression of MAPK cascade genes such as MPK1/MPK2, MPK3/MPK6.Citation35–37

Foxtail millet (Setaria italica) is widely grown in China, Russia, India, Africa, and the Americas and has a long history of cultivation, making it one of the oldest food crops in the world.Citation38 Foxtail millet is also a drought-tolerant and salt-tolerant crop with the characteristic of water saving, requiring much less water than maize and wheat, and therefore millet foxtail is often used as an important model species for stress biology research.Citation39–41 MAPK cascade genes have been extensively studied in a variety of plants, but they have not been systematically identified in foxtail millet; therefore, in this study, we performed a comprehensive analysis of Setaria italica MAPKKKs, MAPKKs, and MAPKs by genome-wide screening and identification, including phylogenetic analysis, gene structure analysis, conserved motifs construction, chromosomal location, and promoter sequence analysis. The expression of foxtail millet MAPKKs and MAPKs under abiotic stresses such as salt, cold and drought, plant hormones such as abscisic acid (ABA), methyl jasmonate (MeJA), melatonin (MT), and exogenous H2O2 treatment were also studied by qRT-PCR. These data will pave the way for the identification and evolution of the MAPK cascade gene family in Setaria italica and provide valuable reference for further studies of the MAPK cascades.

2. Materials and methods

2.1. Genome-wide identification of MAPK cascade genes in Setaria italica

Download the whole-genome annotation information and sequence information of foxtail millet (Setaria italica) from the EnsemblPlants database (http://plants.ensembl.org/index.html), use the MAPK cascade proteins in Arabidopsis thaliana (TAIR database: https://www.arabidopsis.org/), Brachypodium distachyon (PlantGDA database: http://www.plantgdb.org/BdGDB/) and Oryza sativa (RGAP database: http://rice.uga.edu/) as templates (Tab. S1), and use the BLAST program in the TBtools software for preliminary alignment.Citation42 The homologous MAPK cascade genes were retrieved from the whole-genome library of foxtail millet, and the secondary alignment was performed in the NCBI BLASTp program (https://blast.ncbi.nlm.nih.gov/). The conserved domains of the candidate MAPKs cascade proteins were identified in the Pfam database (http://pfam.xfam.org/), the NCBI CDD Search program (https://www.ncbi.nlm.nih.gov/cdd) and the SMART website (http://smart.embl-heidelberg.de/).Citation13,Citation43 Finally, redundant sequences and incomplete sequences were removed to identify the final candidate foxtail millet MAPK cascade genes. The protein theoretical molecular weight and isoelectric point (pI) of the MAPK cascade proteins were predicted by ExPASy (http://au.expasy.org/tools). Subcellular localization of the MAPK cascade proteins of foxtail millet was analyzed by ProtComp 9.0 (http://linux1.softberry.com/berry.phtml).Citation44,Citation45

2.2. Multiple sequence alignment and phylogenetic analysis

The protein sequences for MAPK cascade genes from foxtail millet were aligned by DNAMAN 9 software. Phylogenetic trees were constructed by MEGA 7 software with bootstrap of 1000 replicates (Neighboring Joining (NJ) method), and the resulting tree was edited in iTOL v6 website (https://itol.embl.de/).Citation46 In addition, the names of foxtail millet MAPK cascade genes started with the abbreviation Si of the scientific name of Setaria italica, and they were numbered according to the homology between the MAPK cascade genes of Setaria italica and those of Arabidopsis thaliana, Oryza sativa, and Brachypodium distachyon.

2.3. Gene structure, conserved motifs, and cis-acting regulatory elements analysis

The structural information of MAPK cascade genes in foxtail millet was obtained from the Gff3 annotation file of Setaria italica genome, and visual statistical analysis was performed by TBtools software. Conserved motifs were analyzed by the MEME website (http://meme-suite.org/tools/meme); In addition, the upstream 2kb sequence of the MAPK cascade genes of foxtail millet was extracted, and the cis-acting regulatory elements were predicted by the PlantCARE database (http://bioinformatics.psb.ugent.be/webtools/plantcare/html/), and the above results were visualized and analyzed by TBtools software.

2.4. Chromosome localization and collinearity analysis

Based on the annotation information of the Setaria italica genome, the MapGene2Chromosom v2 tool (http://mg2c.iask.in/mg2c_v2.0/) was used to draw the chromosomal distribution map of the SiMAPK cascade genes. The colinearity of MAPK cascade genes within and between species was also analyzed using the MCScanX toolkit,Citation47 and visual graphs were obtained using TBtools software. Nonsynonymous substitution rate (Ka), synonymous substitution rate (Ks) and Ka/Ks ratios were calculated by the TBtools software.Citation42

2.5. RNA-Seq analysis

Transcript information of SiMAPK and SiMAPKK genes in different organs of foxtail millet was downloaded from the Setaria italica database (SIFGD: http://structuralbiology.cau.edu.cn/SIFGD/index.html), and the transcript level was defined as FPKM (Fragments Per Kilobase of exon per Million fragments mapped). The protein interaction networks of SiMAPKs and SiMAPKKs were analyzed by the STRING system (https://string-db.org/cgi).

2.6. Plant material and treatment

In this study, “Henggu 11” foxtail millet seeds were used as the experimental material (provided by Institute of Dry Farming, Academy of Agricultural and Forestry Sciences, Hebei, China). The seeds with full grains and the same size were selected and planted in the mixture of nutrient soil and vermiculite (3:1). The plants were incubated in a chamber with a light intensity of 150 μmol∙m−2∙s−1 and a photoperiod of 16 h/8 h (light/dark) and a temperature of 25°C. Control soil moisture by daily watering. After 30 d, seedlings with uniform growth were selected and subjected to different treatments: (1) Control treatment (CK): normal growth seedlings; (2) Low-temperature treatment: the normally growing seedlings were placed in a low-temperature incubator at 4°C for 6 h; (3) Salt treatment: seedlings were treated with 150 mL of 200 mM NaCl solution for 6 h; (4) Drought treatment: seedlings were treated with 150 mL of 20% PEG6000 solution for 6 h; (5) MT treatment: the leaves of seedlings were sprayed with 150 μM MT solution until the leaves were infiltrated and treated for 3 h; (6) MeJA treatment: the leaves of seedlings were sprayed with 100 μM MeJA solution until the leaves were infiltrated and treated for 3 h; (7) ABA treatment: the leaves of seedlings were sprayed with 100 μM ABA solution until the leaves were infiltrated and treated for 3 h; (8) H2O2 treatment: the leaves of seedlings were sprayed with 10 mM H2O2 solution until the leaves were infiltrated and treated for 3 h. The fourth leaf was taken for the samples from the above treatment. Samples were frozen in liquid nitrogen and stored at −80°C for RNA extraction. Each treatment was replicated three times.

2.7. Real-time fluorescence quantitative PCR (qRT-PCR)

Referring to the method of Zhang et al.,Citation48 the MiniBEST Plant RNA Extraction Kit (TaKaRa, Japan) was used to extract the total RNA of foxtail millet and Reverse Transcription Kit (TaKaRa, Japan) was used to reverse it for cDNA. Real-time quantitative PCR amplification was performed by SYBR® Premix Ex Taq™ (TaKaRa, Japan). The quantitative reaction system (20 μL) contained 10 μL of SYBR® Premix Ex Taq™, 0.8 μL each of the upstream and downstream primers, 6.4 μL of ddH2O, and 2 μL of template cDNA. The amplification program was as follows: pre-denaturation at 95°C for 30 s, denaturation at 95°C for 5 s, annealing at 60°C for 30 s, 40 cycles; the temperature in the dissolution stage was set to 95°C for 15 s, 60°C for 1 min, and 95°C for 15 s. PCR amplification primers were listed in Tab. S2. Three biological replicates were performed for each gene, and the relative expression of genes was calculated by the 2−ΔΔCt method.

3. Result

3.1. Identification of MAPK cascade genes in foxtail mille

Through Blastp screening and PfamScan database analysis, 93 candidate genes were retrieved, including 15 SiMAPKs genes, 10 SiMAPKKs genes, and 68 SiMAPKKKs genes (), all the proteins encoded by these genes contain serine/threonine protein kinase-like domains (PF00069). According to the homology between foxtail millet and Poaceae (Oryza sativa, Brachypodium distachyon), we named the members of the foxtail millet MAPK cascade family, respectively, and the names are shown in . The basic physicochemical property analysis showed that the CDS length of SiMAPKs ranged from 1107 to 1833 bp, the molecular weight of SiMAPKs protein ranged from 42.29 to 69.63 kDa, and the isoelectric point ranged from 5.44 to 9.34. Except for SiMAPK21–2, which is localized in the cytoplasm, all other SiMAPKs are localized in the nucleus. The CDS lengths of SiMAPKKs ranged from 975 to 1569 bp, the molecular weights of SiMAPKKs protein ranged from 34.93 to 58.41 kDa, and the isoelectric point ranged from 5.47 to 9.45. SiMAPKKs are mainly localized in the cytoplasm and partially distributed in the plasma membrane (SiMAPKK3–2), mitochondria (SiMAPKK3–1, SiMAPKK10–1, SiMAPKK10–4) and peroxisomes (SiMAPKK10–3). The CDS lengths of SiMAPKKKs ranged from 630 to 3357 bp, the molecular weights of SiMAPKKKs protein ranged from 23.59 to 123.65 kDa, and the isoelectric point ranged from 4.3 to 9.71. SiMAPKKKs are mostly localized to the cytoplasm, nucleus, plasma membrane, and mitochondria.

Table 1. Basic information of MAPK cascade gene family members in foxtail millet.

3.2. Phylogenetic relationships of proteins encoded by SiMAPK cascade genes

The amino acid sequence of MAPKs in foxtail millet were compared by DNAMAN 8 (). MAPKs are activated when both tyrosine and threonine residues in the -T(E/D)Y- motif are phosphorylated by the bispecific kinases MAPKKs.Citation1 It was found that all 15 SiMAPKs had -T(E/D)Y- conserved motif, among which 5 SiMAPKs (SiMAPK3, SiMAPK4, SiMAPK6, SiMAPK7, and SiMAPK14) contained the -TEY conserved motif, 1 SiMAPK (SiMAPK11) had the -MEY- motif instead of the -TEY-motif, and 9 SiMAPKs had the -TDY-conserved motif (). MAPKKs were only accepted if they displayed the consensus sequences for dual-specificity protein kinases, including the conserved aspartate and lysine residues within the active site motif, -D(L/I/V) K-, and the plant-specific phosphorylation target site motif, -S/T-XXXXX-S/T-, within the activation loop.Citation11 All 10 SiMAPKKs had the -D(L/I/V)K conserved motif, of which all sequences except SiMAPKK10–1 and SiMAPKK10–2 had the -S/T-XXXXX-S/T- phosphorylation motif (). The 68 SiMAPKKKs were divided into three subtypes according to conserved motifs: Raf, ZIK, and MEKK (), MEKK-like proteins contain less conserved protein structures, while ZIK-like and Raf-like proteins have a KD (kinase domain) structural domain at the C-terminus and an RD (regulatory domain) structural domain at the N-terminus.Citation49, Citation50 It was found that 38 SiMAPKKKs containing the conserved motif -GTxx(W/Y)MAPE- belonged to the Raf isotype, 9 SiMAPKKKs containing the conserved motif -GTPEFMAPE(L/V/M)(Y/F/L)- belonged to ZIK isotype, 21 SiMAPKKKs containing the conserved motif -G(T/S)Px(W/F/Y)MAPEV- belonged to MEKK isotype. In addition, the phylogenetic tree of 93 foxtail millet MAPK cascade proteins was constructed by MEGA7, and it was found that the phylogenetic tree was basically consistent with the sequence alignment results, and it was mainly divided into six clades, of which the SiMAPKKKs had four branches and the Raf isoforms had two branches (Fig. S1).

Figure 1. Multiple sequence alignment of proteins encoded by SiMAPK cascade genes.

Figure 1. Multiple sequence alignment of proteins encoded by SiMAPK cascade genes.

The phylogenetic tree of MAPKs, MAPKKs, and MAPKKKs in Setaria italica, Arabidopsis thaliana, Oryza sativa, and Brachypodium distachyon were constructed in MEGA 7 by neighbor-joining method (NJ) (). It was found that the MAPK cascade proteins in Setaria italica were more closely related to that in Brachypodium distachyon in terms of homologous evolution. The SiMAPK cascade proteins were classified according to phylogenetic tree branching, and it was found that SiMAPKs could be classified into four groups: A (SiMAPK3, 6), B (SiMAPK4, 11), C (SiMAPK7, 14), and D (SiMAPK16–1, 16–2, 17–1, 17–2, 20–1, 20–2, 20–3, 21–1, 21–2) (); SiMAPKKs were classified into four groups: A (SiMAPKK1, 6–1, 6–2), B (SiMAPKK3–1, 3–2), C (SiMAPKK4–1, 4–2, 5), and D (SiMAPKK10–1, 10–2) (); SiMAPKKKs were classified into three subtypes: Raf, ZIK, and MEKK (). In addition, according to the gene number statistics (), it was found that the number and classification of MAPK cascade genes in foxtail millet were basically similar to those of other species except wheat (tetraploid).

Figure 2. Phylogenetic relationship and taxonomic statistics of MAPK cascade genes in foxtail millet and other species. (a, d. Phylogenetic tree and taxonomic statistics of MAPK genes; b, e. Phylogenetic tree and taxonomic statistics of MAPKK genes; c, f. Phylogenetic tree and taxonomic statistics of MAPKKK genes; In a, b, d, e, blue represents group A, yellow represents group B, green represents group C, and red represents group D; In a and b, four species of Setaria italica, Arabidopsis thaliana, Oryza sativa, and Brachypodium distachyon were used to construct phylogenetic trees; In c and f, three species of Setaria italica, Arabidopsis thaliana, and Brachypodium distachyon were used to construct phylogenetic trees, where yellow represents the MEKK subgroup, red represents the ZIK subgroup, and blue represents the Raf subgroup.)

Figure 2. Phylogenetic relationship and taxonomic statistics of MAPK cascade genes in foxtail millet and other species. (a, d. Phylogenetic tree and taxonomic statistics of MAPK genes; b, e. Phylogenetic tree and taxonomic statistics of MAPKK genes; c, f. Phylogenetic tree and taxonomic statistics of MAPKKK genes; In a, b, d, e, blue represents group A, yellow represents group B, green represents group C, and red represents group D; In a and b, four species of Setaria italica, Arabidopsis thaliana, Oryza sativa, and Brachypodium distachyon were used to construct phylogenetic trees; In c and f, three species of Setaria italica, Arabidopsis thaliana, and Brachypodium distachyon were used to construct phylogenetic trees, where yellow represents the MEKK subgroup, red represents the ZIK subgroup, and blue represents the Raf subgroup.)

3.3. Conserved motifs and gene structure analysis

In the conserved motif analysis, the conserved motif of the search program was set to 15 motifs (Fig. S2), and the size of each motif was between 10 and 50 amino acids. The analysis results were shown in . In the motif analysis results of SiMAPKs (), all SiMAPKs contained motifs 1, 2, 3, 5, 6, and 7, among which motif 7 contained MAPK phosphorylation site -T(E/D)Y-motif. In SiMAPKKs, all SiMAPKKs shared six motifs (motifs 1, 2, 3, 5, 6, 8) (). In SiMAPKKK, the motif distribution was different in different MAPKKK isoforms, but most SiMAPKKK proteins have similar motif composition (). The exon-intron structure of the SiMAPK cascade genes was shown in , the number of exons in the SiMAPKs gene was between 2 and 11. There were six exons in the SiMAPKs of groups A and B, respectively, and the length and arrangement of exons were relatively regular. There were two longer exons in the SiMAPKs of group C, and the non-coding regions were longer. The number of exons of SiMAPKs was highest in group D, ranging from 9 to 11 (). Similar results could be observed in Cicer arietinum, Solanum lycopersicum, and Brachypodium distachyon. showed that the number of exons in the SiMAPKKs gene was between 1 and 9, and the number of exons in groups A and B was between 8 and 9. However, there was only one exon in groups C and D, and no intron structure, and all members except SiMAPKK10–2 had non-coding regions. The gene structure of SiMAPKKK showed that most SiMAPKKKs had multiple exons and introns, and the coding regions of six SiMEKK genes did not contain introns (). From the above analysis, it was found that there are similar motifs and exon/intron distribution patterns among genes that are evolutionarily closely related ().

Figure 3. Conserved motifs and gene structure analysis of the SiMAPK cascade gene family (a. Conserved motifs and gene structure analysis of the SiMAPKs; b. Conserved motifs and gene structure analysis of the SiMAPKKs; c. Conserved motifs and gene structure analysis of the SiMAPKKKs).

Figure 3. Conserved motifs and gene structure analysis of the SiMAPK cascade gene family (a. Conserved motifs and gene structure analysis of the SiMAPKs; b. Conserved motifs and gene structure analysis of the SiMAPKKs; c. Conserved motifs and gene structure analysis of the SiMAPKKKs).

3.4. Chromosomal location, gene duplication, and collinearity analysis

Figure 4. Chromosomal distribution and intraspecific collinearity analysis of SiMAPK cascade genes (a. The location of foxtail millet SiMAPK cascade genes on the chromosome; b. Analysis of gene duplication events in the SiMAPK cascade gene family).

Figure 4. Chromosomal distribution and intraspecific collinearity analysis of SiMAPK cascade genes (a. The location of foxtail millet SiMAPK cascade genes on the chromosome; b. Analysis of gene duplication events in the SiMAPK cascade gene family).

The location of foxtail millet SiMAPK cascade genes on the chromosome is shown in , 93 SiMAPK cascade genes were located on the 9 chromosomes of foxtail millet, and the distribution was uneven. The results of gene duplication event analysis clarified the amplification mechanism of the SiMAPK cascade gene family, and a total of 14 gene pairs were identified in the SiMAPK cascade gene family (, Tab. S3). Among them, there were 2 and 1 segmental duplication events in SiMAPKs and SiMAPKKs, respectively, and 10 segmental duplication events and 1 tandem duplication event in SiMAPKKKs. In order to detect the selection effect in the process of gene divergence after replication, the Ka/Ks ratio of the replication pair was further calculated, and the results showed that the Ka/Ks ratio of the MAPK cascade genes ranged from 0.0385 to 0.4287 (Ka/Ks < 1), the average value was 0.2117, indicating that they experienced purifying selection pressure during foxtail millet evolution (Tab. S3).

Figure 5. Interspecies collinearity analysis of MAPK cascade genes in foxtail millet and three different species (a, b, c represents the collinearity of MAPK cascade genes between Setaria italica and Arabidopsis thaliana, Brachypodium distachyon and Oryza sativa, respectively, where the collinear blocks generated by foxtail millet and other plant genomes are indicated by gray lines in the background, while the collinear MAPK cascade genes are paired with red lines.).

Figure 5. Interspecies collinearity analysis of MAPK cascade genes in foxtail millet and three different species (a, b, c represents the collinearity of MAPK cascade genes between Setaria italica and Arabidopsis thaliana, Brachypodium distachyon and Oryza sativa, respectively, where the collinear blocks generated by foxtail millet and other plant genomes are indicated by gray lines in the background, while the collinear MAPK cascade genes are paired with red lines.).

Figure 6. Analysis of cis-acting elements of SiMAPK cascade genes (a. Analysis of cis-acting elements of the SiMAPKs; b. Analysis of cis-acting elements of the SiMAPKKs; c. Analysis of cis-acting elements of the SiMAPKKKs).

Figure 6. Analysis of cis-acting elements of SiMAPK cascade genes (a. Analysis of cis-acting elements of the SiMAPKs; b. Analysis of cis-acting elements of the SiMAPKKs; c. Analysis of cis-acting elements of the SiMAPKKKs).

In addition, as shown in , according to the comparative analysis of collinearity between Setaria italica and other species (Arabidopsis thaliana, Oryza sativa, and Brachypodium distachyon), there were 11, 89, and 94 orthologous counterparts of the foxtail millet MAPK cascade genes in Arabidopsis thaliana, Oryza sativa, and Brachypodium distachyon, respectively (Tab. S4, S5, S6). Among them, the average Ka/Ks values between Setaria italica and Arabidopsis thaliana, Oryza sativa, and Brachypodium distachyon were 0.1995, 0.1725, and 0.0075, respectively, indicating that these gene pairs between Setaria italica, Oryza sativa, and Brachypodium distachyon should have experienced extensive purifying selection. Furthermore, most of the SiMAPK cascade genes exhibited synteny bias toward specific chromosomes in Oryza sativa and Brachypodium distachyon, suggesting that chromosomal rearrangement events such as duplications and inversions affect the distribution of MAPK genes in the genome.

3.5. Predictive analysis of cis-acting elements

The 2 kb sequence at the upstream of the transcription initiation site of the SiMAPK cascade genes was extracted, the distribution of cis-elements of each SiMAPK cascade gene was predicted through the PLACE database, and as a result, many cis-acting elements that responded to plant hormones and environmental stress were identified (, Tab. S7). The promoter regions of most genes contained plant hormone response elements, such as 89 genes containing ABA response elements in their promoter regions, 50 genes containing auxin response elements in their promoter regions, and 86 genes containing MeJA response elements. In addition, the promoter regions of some SiMAPK cascade genes contained cis-elements that responded to environmental stress. For example, the promoter regions of 25 genes including SiMAPK4 contained stress and defense response elements, and the promoter regions of 44 genes had low-temperature response elements and the promoter regions of 49 genes contained MYB transcription factor-binding sites that may be involved in drought stress. The above results suggested that most of the genes in the SiMAPK cascade play crucial roles in hormone signaling pathways and stress responses.

3.6. Expression patterns of each SiMAPK cascade gene between different tissues

RNA-Seq data downloaded from the Setaria italica Gene Bank showed that SiMAPK cascade genes were expressed in multiple organs (root, stem, leaf, and spica) of foxtail millet (, plotted with FPKM values). The expression levels of these MPAK cascade genes varied greatly. Among SiMAPKs, SiMAPK17–2, SiMAPK20–2, SiMAPK16–1, SiMAPK20–1, SiMAPK3, and other genes showed higher expression levels in various organs. Among SiMAPKKs, SiMAPKK4–2, SiMAPKK6–2, SiMAPKK1 were highly expressed in roots, stems, and leaves. Among SiMAPKKKs, SiRaf25, SiMAPKKK3, SiZIK3, SiZIK5 were highly expressed in leaves, SiRaf25, SiRaf36, SiMAPKKK17, SiMAPKKK3, SiMAPKKK7 were highly expressed in roots, and SiRaf25, ZIK5, ZIK8, and SiMAPKKK7 were highly expressed in stems.

Figure 7. Expression levels of SiMAPK cascade genes in different tissues (a. Expression levels of SiMAPKs in different tissues; b. Expression levels of SiMAPKKs in different tissues; c. Expression levels of SiRafs in different tissues d. Expression levels of SiMEKKs in different tissues; e. Expression levels of SiZIKs in different tissues).

Figure 7. Expression levels of SiMAPK cascade genes in different tissues (a. Expression levels of SiMAPKs in different tissues; b. Expression levels of SiMAPKKs in different tissues; c. Expression levels of SiRafs in different tissues d. Expression levels of SiMEKKs in different tissues; e. Expression levels of SiZIKs in different tissues).

3.7. Expression levels of SiMAPKs and SiMAPKKs genes under exogenous hormone and H2O2 treatment

Present studies have confirmed that the MAPK cascade pathway interacts with phytohormone signaling and the secondary messenger H2O2-mediated signaling pathways to form a complex signal regulatory network. Therefore, in this study, the expression levels of SiMAPKs and SiMAPKKs genes under the treatment of exogenous H2O2 and exogenous phytohormones (ABA, MT, and MeJA) were determined, and it was found that most genes were induced after treatment with exogenous phytohormones and H2O2 (). For example, SiMAPKK4–1, SiMAPKK4–2, SiMAPKK10–1, SiMAPK3, and SiMAPK17–1 were induced up-regulated under ABA treatment. SiMAPKK3–2, SiMAPKK4–2, SiMAPKK6–1, SiMAPKK10–1, SiMAPK3, and SiMAPK16–1 were significantly up-regulated under MT treatment. SiMAPKK3–1, SiMAPKK4–2, SiMAPKK10–1, and SiMAPK3 were induced expression by exogenous MeJA. SiMAPKK4–1, SiMAPKK4–2, SiMAPK20–2, SiMAPK20–3, and SiMAPK21–2 were significantly up-regulated under exogenous H2O2 treatment. However, most genes were inhibited by exogenous phytohormones and H2O2, such as SiMAPKK5, SiMAPK11, SiMAPK20–1, etc. In addition, some genes were also found to be induced by various hormones, such as SiMAPKK4–1, SiMAPKK4–2, SiMAPKK10–1, and so on. The above results indicated that exogenous H2O2 and phytohormones had certain regulatory effects on the expression of SiMAPKs and SiMAPKKs gene in foxtail millet, and changes in external substances could affect the MAPK cascade signal transduction in foxtail millet.

Figure 8. Expression levels of SiMAPKs and SiMAPKKs genes under ABA, MT, MeJA, and H2O2 treatments.

Figure 8. Expression levels of SiMAPKs and SiMAPKKs genes under ABA, MT, MeJA, and H2O2 treatments.

3.8. Expression levels of SiMapks and SiMapkks genes under abiotic stress

As a key molecule linking extracellular and intracellular signal transduction, MAPK cascades had been widely reported to be involved in plant abiotic stress responses. showed the expression of SiMAPKs and SiMAPKKs genes in foxtail millet under cold, salt, and simulated drought treatments. The results showed that SiMAPK3 and SiMAPKK4–2 could be induced under cold, salt, and simulated drought treatments. Twenty and 10 genes were significantly up-regulated under drought treatment and salt treatment, respectively, while the expression of 10 genes was significantly inhibited by cold treatment. Among them, the extensively studied SiMAPK3 was significantly up-regulated under the three stresses, while SiMAPKK6–1, SiMAPKK6–2, SiMAPK4, SiMAPK6, SiMAPK7, SiMAPK11, SiMAPK14, SiMAPK17–2, and SiMAPK20–1 were up-regulated under drought treatment and significantly down-regulated under low-temperature treatment.

Figure 9. Expression levels of SiMAPKs and SiMAPKKs gene under low temperature, salt, and drought stress.

Figure 9. Expression levels of SiMAPKs and SiMAPKKs gene under low temperature, salt, and drought stress.

3.9. Protein interaction network analysis of SiMAPKs and SiMapkks

In order to explore the potential biological functions of foxtail millet SiMAPKs and SiMAPKK proteins, we used STRING software to predict the protein interaction network of foxtail millet SiMAPKs and SiMAPKK proteins. As shown in , the interaction network analysis found that a total of 75 protein pairs had interactions between 24 SiMAPKs and SiMAPKKs proteins (except SiMAPK20–1). Among the SiMAPKs in group A, SiMAPK3 interacted with 10 proteins, SiMAPK6 interacted with 9 proteins, and SiMAPK3 and SiMAPK6 could interact with 7 identical SiMAPKKs (SiMAPKK1, 3–1, 4–1, 4–2, 5, 6–1 and 6–2). Among the SiMAPKs in group B, SiMAPK4 and SiMAPK11 interacted with six common proteins. Among the SiMAPKs in group C, SiMAPK7 interacted with eight proteins, SiMAPK14 interacted with six proteins, of which six proteins were identical; The above results indicated that SiMAPKs proteins of the same subfamily could interact with the same protein in different subfamilies, but there was no interaction between the same subfamily. In addition, among SiMAPKKs proteins, SiMAPKK3–1, 3–2, 6–1 and 6–2 all interacted with multiple SiMAPKs proteins, and there was basically no interaction between SiMAPKKs proteins. The above results indicated that there were frequently protein interactions between SiMAPKs and SiMAPKKs, while there were basically no interactions in the same group. In conclusion, this finding will provide some valuable information for further study of MAPK cascade family functions.

Figure 10. Protein interaction network of SiMAPKs and SiMAPKKs.

Figure 10. Protein interaction network of SiMAPKs and SiMAPKKs.

4. Discussion

Currently, the MAPK cascade gene family had been extensively identified in Arabidopsis thaliana,Citation5,Citation7 Brachypodium distachyon,Citation11 Gossypium spp,Citation18 Solanum lycopersicum,Citation16 Oryza sativa,Citation10 and other species. However, few studies concerning the MAPK cascade gene family in Setaria italica have been reported so far. Based on the identified sequences of MAPK cascade genes in Brachypodium distachyon, Arabidopsis thaliana, and Oryza sativa, a total of 68 SiMAPKKKs, 10 SiMAPKKs, and 15 SiMAPKs were identified through searching the foxtail millet genome database. The MAPKKK family is the largest component of the MAPK cascade and can be divided into three subtypes: MEKK, Raf, and ZIK.Citation16 MAPKK is a double phosphorylase, and all MAPKK except the MAPKK10 homologue have the -S/T-XXXXX-S/T- motif in the activation loop and are generally classified into four groups.Citation5 MAPKs, as downstream components of the MAPK cascade pathway, can be activated by MAPKKs phosphorylation during signal transduction. Generally, MAPKs have a conserved -T(E/D)Y- motif and can be classified into four groups,Citation51 of which groups A-C have a -TEY- motif (MAPK3 contains a -MEY- motif), also known as the -TEY- subtype, and the group D of MAPKs is usually evolutionarily distant and has the -TDY- motif.Citation52 In this study, according to the sequence alignment results and phylogenetic tree analysis, the MAPK cascade genes of foxtail millet were classified and found that there are 38 Rafs, 21 MEKKs, and 9 ZIKs in SiMAPKKKs. Among SiMAPKKs, there were three in group A, two in group B, three in group C, and two in group D. Among SiMAPKs, there were two in group A, two in group B, two in group C, and nine in group D. According to the analysis results of gene structure and conserved motifs, it is found that most of the SiMAPK cascade genes in the same group have similar gene structures and motif distribution. Based on the results of chromosomal location analysis of MAPK cascade genes in foxtail millet, it was found that SiMAPKKKs were distributed in all nine chromosomes of foxtail millet, SiMAPKKs were distributed in seven chromosomes (except chromosome VI and chromosome VII), and SiMAPKs were distributed in eight chromosomes (except chromosome VII), and the results also showed that the MAPK cascade genes of foxtail millet were unevenly distributed on the chromosomes. Gene duplication events are important in plant genome variation and will lead to the generation of new genes and genetic regulatory pathways, and gene duplication (including tandem gene duplication and segmental gene duplication) is a major driver of gene family expansion.Citation53 In the present study, segmental duplications were found to be the main driving force for gene expansion of the SiMAPK cascade, and the Ka/Ks ratios of MAPK cascade genes within the genome of Setaria italica and between the genomes of Setaria italica and different species (Arabidopsis thaliana, Oryza sativa, and Brachypodium distachyon) were all less than 1, indicating that these genes experienced strong purifying selection pressure during evolution.Citation54

In higher plants, the MAPK cascade pathway was not only involved in cell division, apoptosis, and plant growth and development but also in hormone signaling, biotic, and abiotic stress responses.Citation19,Citation55 In Arabidopsis, the MKK2 pathway mediated cold and salt stress signaling is critical for plant stress response.Citation29 MAPK6 rapidly activated the Na+/H+ antiporter (SOS1), thereby reducing Na+ ion toxicity in plants under salt stress.Citation56 AtMAPK3, AtMAPK4, and AtMAPK6 can be induced by low temperature, salt, and mechanical damage and thus can be involved in plant response to environmental stresses;Citation57–59 In addition, ZmMKK4 was also revealed to be a positive regulator of salt tolerance and cold resistance in plants, and overexpression of ZmMKK4 in Arabidopsis conferred tolerance to cold stress and salt stress.Citation60 Maize ZmMKK1 induced by high salinity and alkali stress can act as a positive regulatory protein to improve salinity and alkalinity tolerance of plants.Citation28 In this study, we analyzed the expression of foxtail millet SiMAPKKs and SiMAPKs gene by qRT-PCR and found that SiMAPKK4–2, 6–1, 10–2 and SiMAPK3, 4, 11, 14, 16–1, 16–2, 20–2, 20–3, 21–1 etc. were significantly up-regulated under salt treatment. SiMAPKK1, 4–1, 4–2, 6–1, 6–2, 10–1 and SiMAPK3, 4, 7, 11, 14, 20–2, etc., were significantly up-regulated under simulated drought treatment. The expression of six genes including SiMAPKK1, 3–1, 4–2 and SiMAPK3, 16–1, 21–2 were significantly up-regulated under low-temperature treatment. These results will provide some reference information for the subsequent exploration of the function of MAPK cascade genes in foxtail millet.

In recent years, the crosstalk mechanism between MAPK cascades and phytohormone signaling pathways attracted much attention. Studies had shown that plant hormones such as ABA,Citation61 auxin,Citation62 jasmonic acid,Citation33 ethylene,Citation63 brassinolide,Citation64 and MTCitation65 were associated with the expression of MAPKs cascade genes and the regulation of plant growth by MAPK.Citation55 For example, in Arabidopsis thaliana, there were 19 MAPK family genes including AtMPK1,Citation37 AtMPK2,Citation66 AtMPK3,Citation32,Citation67 AtMPK7, and AtMKK9Citation68 were transcriptionally regulated by ABA. In addition, some studies had shown that ABA could regulate the MAP3K17/18-MKK3-MPK1/2/7/14 cascade pathway and affect the signal transduction under environmental stress in plant.Citation69 Jasmonic acid was an important phytohormone during plant growth and development. It had been reported that SlMPK6–1 and SlMPK6–2 in tomato could positively regulate the biosynthesis of jasmonic acid and inhibited the expression of jasmonic acid-dependent defense genes.Citation33 Furthermore, jasmonic acid treatment induced the expression of MAPK family genes in various plants, such as CsMPK6, CsMPK9–1, CsMPK20–1, CsMPK20–2, CsMKK4, CsMKK6, and CsMEKK21–1 in cucumber,Citation70 and GrMPK2, GrMPK3, GrMPK5–1, GrMPK18, GrMPK19, GrMPK20, GrMPK22, GrMPK23, GrMPK24, GrMPK25, GrMPK27, GrMPK28, etc., in cotton.Citation71 As a new type of plant hormone, MT has been studied a lot in recent years. Studies showed that exogenous MT could activate the downstream bZIP60 transcription factor through the OXI1/MAPKKK3–MAPKK4/5/7/9–MAPK3/6 pathway and regulate the expression of BIP2, BIP3, and CNX1 genes, thereby reducing endoplasmic reticulum stress injury.Citation72,Citation73 In addition, MT and its metabolites could also participate in the regulation of redox homeostasis in plants by activating the MAPK pathway.Citation74 H2O2 was a potent activator of MAPK cascades in Arabidopsis thalianaCitation35 and could induce the expression of MAPK cascade genes such as MPK1/MPK2, MPK3/MPK6.Citation35–37 In this study, in order to further understand the possible crosstalk relationship between MAPK cascade genes and phytohormones in foxtail millet, we investigated the distribution of cis-acting elements in the promoter regions of SiMAPK cascade genes, and found that most gene promoters have cis-elements related to plant hormone response elements, especially jasmonic acid response elements. This suggested that most SiMAPK cascade genes may be involved in phytohormone-mediated plant growth and stress response. To better understand the effect of exogenous phytohormones on the expression of SiMAPK cascade genes, we further analyzed the expression levels of SiMAPK and SiMAPKK genes under exogenous phytohormone treatment. It was found that five SiMAPKs and three SiMAPKKs genes were significantly up-regulated, and three SiMAPKs and one SiMAPKKs genes were down-regulated under exogenous ABA treatment. Analysis of cis-acting elements in the promoter regions of MAPK family genes revealed that almost all MAPK family genes have jasmonic acid response elements, and after jasmonic acid treatment, SiMAPKK4–1, 4–2, 10–1 and SiMAPK3 were significantly up-regulated, the expression of SiMAPKK3–2, 5, 10–2 and SiMAPK6, 11, 14, 17–1, 17–2, 20–1, 20–3 and 21–1 were inhibited. SiMAPKK3–2, 4–2, 10–1 and SiMAPK3, 16–1, 20–2 were found to be significantly up-regulated after exogenous application of MT. Four genes including SiMAPKK3–1, 5 and SiMAPK20–1, 21–1 were significantly down-regulated under the treatment of exogenous MT. Seven SiMAPKs and SiMAPKKs genes were noticed to be induced and eight genes were repressed after exogenous H2O2 treatment. The above results indicated that exogenous phytohormones or H2O2 had certain regulatory effects on the expression of SiMAPKs and SiMAPKKs genes in foxtail millet, and the changes of exogenous treatment substances would largely affect the signal transduction of the MAPK cascade pathway. The above results will provide some clues for the subsequent exploration of MAPK cascades mediating signal transduction pathways during plant growth and stress response.

As a typical signal transduction pathway in higher plants, the MAPK cascade pathway transmits stimulus signals step by step according to the principle of signal cascade amplification, forming a complex signal regulation network, thereby regulating plant growth and development and stress response processes.Citation75 For example, the AtMEKK1-AtMKK2/AtMEK1-AtMAPK4/AtMAPK6 pathway could improve Arabidopsis thaliana resistance to low temperature and high salt stress,Citation29 and MAPKKK18-MAPKK3 could positively regulate drought tolerance in Arabidopsis thaliana.Citation30 The rice OsMKK6-OsMPK3 pathway was an important low-temperature signaling pathway that could regulate rice tolerance to cold stress,Citation76 and the OsMAPKKK63-OsMAPKK1-OsMAPK4 pathway could positively regulate rice salt tolerance.Citation2 In this study, we analyzed the possible interactions between SiMAPKs and SiMAPKKs proteins in foxtail millet through the protein interaction network, and found that 75 protein pairs had interactions between 24 SiMAPKs and SiMAPKKs proteins. In further analysis, it was found that the interaction of MAPK cascade proteins often occurs between different families (MAPKs and MAPKKs), and the same subfamily usually has the same interacting proteins. And according to the protein interaction network analysis, it was found that there was interaction between SiMAPKK3–2 and SiMAPK14, SiMAPKK3–2 and SiMAPK7, SiMAPKK3–2, 4–1, 4–2 and SiMAPK3, 6. The above results showed the complexity and functional diversity of the MAPK cascade pathway. From a certain perspective, this implicates that the MAPK signaling cascade pathway has strong stability and self-regulation ability. However, it also implies that it is difficult to specifically define the roles that MAPK cascade genes and their pathways fulfill in specific biological processes. In addition, some MAPK cascade genes have functional redundancy (such as MAPK3 and MAPK6) and regulatory diversity (such as MAPKKs), which undoubtedly enhances the difficulty of exploring the function and regulatory mechanism of the MAPK cascade pathway. In this study, the functional information of the MAPK cascade genes in foxtail millet was analyzed from the aspects of screening, basic information analysis, evolutionary selection, and expression analysis of related genes of the MAPK cascade family in foxtail millet. The analysis of the functional information of MAPK cascade genes in foxtail millet provides some valuable guidelines for the subsequent exploration of the function of the MAPK cascade pathway.

5. Conclusion

This study is the first time to study the MAPK cascade genes in foxtail millet at the genome level. A total of 15 SiMAPKs, 10 SiMAPKKs and 68 SiMAPKKKs genes were obtained, and the identified results were analyzed by multiple sequence alignment, phylogenetic relationship construction, intron-exon structure construction, conserved motif analysis, etc. In addition, the expansion of MAPK cascade genes in foxtail millet was found to be dependent on segmental and tandem repeat events, and according to gene collinearity analysis, it was found that the MAPK cascade gene pairs between Setaria italica and Arabidopsis thaliana, Oryza sativa, and Brachypodium distachyon may have undergone extensive purification selection. Based on the RNA-Seq expression profiles of the SiMAPK cascade genes in different tissues, we selected some genes in the SiMAPK cascades and analyzed the expression levels of these SiMAPK cascade genes under hormone/H2O2 and abiotic stresses, and this will contribute to further research on the MAPK cascade signaling pathway in foxtail millet.

Abbreviations

MAPKs=

Mitogen-activated protein kinases

MAPKKs=

Mitogen-activated protein kinase kinases

MAPKKKs=

Mitogen-activated protein kinase kinase kinases

Si=

Setaria italica

JA=

Jasmonate

ABA=

Abscisic acid

MeJA=

Methyl jasmonate

MT=

Melatonin

H2O2=

Hydrogen peroxide

NJ=

Neighboring joining

Ka=

Nonsynonymous substitution rate

Ks=

Synonymous substitution rate

CDS=

Coding Sequence

CRediT authorship contribution statement

Teng-Guo Zhang and Sheng Zheng conceived and designed the study; Lu Zhang, Cheng Ma, and Xin Kang performed the bioinformatics analyses and the real-time quantitative PCR experiments; Zi-Qi Pei and Xue Bai helped to prepare figures and tables; Lu Zhang wrote the manuscript; Teng-Guo Zhang, Juan Wang, and Cheng Ma reviewed the manuscript. All authors have read and agreed to the published version of the manuscript.

Supplemental material

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Acknowledgments

We would like to thank the reviewers, editors for their comments and suggestions.

Disclosure statement

No potential conflict of interest was reported by the authors.

Supplementary material

Supplemental data for this article can be accessed online at https://doi.org/10.1080/15592324.2023.2246228

Additional information

Funding

This work was supported by the National Natural Science Foundation of China (32060711, 31860054).

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