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Article

Genome-Wide Identification of the bHLH Gene Family in Magnolia sieboldii and Response of MsPIFs to Different Light Qualities

1
College of Forestry, Shenyang Agricultural University, Shenyang 110866, China
2
Key Laboratory for Silviculture of Liaoning Province, Shenyang 110866, China
*
Author to whom correspondence should be addressed.
Int. J. Mol. Sci. 2025, 26(7), 3152; https://doi.org/10.3390/ijms26073152
Submission received: 23 February 2025 / Revised: 21 March 2025 / Accepted: 23 March 2025 / Published: 28 March 2025
(This article belongs to the Section Molecular Plant Sciences)

Abstract

:
The basic helix-loop-helix (bHLH) gene family has been identified in many species. However, the characteristics and functions in the Magnolia sieboldii K. Koch (M. sieboldii), which is located in one of the original groups of angiosperms, are still unclear. Here, a total of 142 MsbHLH members were identified and divided into 27 subfamilies. MsbHLH proteins are relatively conserved during evolution. Collinearity analysis illustrated that the expansion of the MsbHLH gene family primarily occurred through segmental duplication. All members contain light-responsive elements in their promoters. Different light quality treatments were carried out to simulate the light environment in the forest after seed abscission. It was found that the expression levels of MsPIF1, MsPIF3b, MsPIF4, and MsPIF7 gradually increased under far-red light and inhibited seed germination. Overall, this study lays the foundation for further exploration of the response mechanism of MsPIFs to seed germination under different light qualities. It will provide a reference for the germination of morphophysiological dormant seeds like those of M. sieboldii under light conditions.

1. Introduction

Magnolia sieboldii K. Koch (M. sieboldii) is a deciduous small arbor belonging to the Magnoliaceae family and the Magnolia genus, with a discontinuous geographical distribution. The class of Magnoliids to which it belongs has been controversial in recent years in the systematic classification of angiosperms. Whether it is at the base of the true dicotyledons or throughout the monocotyledons has not been decided. Therefore, M. sieboldii holds an important classification status and belongs to a more primitive group of angiosperms [1]. There is a need for its study. It has the value of ornamental, aromatic oil extraction, and medicinal use, and is a rare wild woody plant resource with significant potential for development and utilization [2]. Research shows that the seeds of M. sieboldii are typical seeds with morphological and physiological dormancy [3]. There are a number of causes of seed dormancy in Magnolia sieboldii, including incomplete development of the seed embryo, the presence of germination inhibitors [4], and the high concentrations of ABA and IAA, as well as low concentrations of GA3 in the endosperm at the time of seed maturity [5]. Therefore, it is significant to explore the mechanisms regulating the release of dormancy and germination in M. sieboldii seeds for the propagation of such seeds with morphological and physiological dormancy characteristics and for further plant conservation.
The basic helix-loop-helix (bHLHs) proteins are a class of transcription factors found throughout eukaryotes, initially discovered in animals [6]. The bHLH domain consists of 50–60 conserved amino acid (aa) residues. These include 10–15 DNA-binding segments of predominantly basic amino acids, followed by a segment of approximately 40 amino acids that includes two α-helices separated by a variable loop region (HLH) [7]. The HLH region facilitates dimerization, allowing for the formation of homodimer or heterodimer complexes among different family members [8,9].
The bHLH motifs seem to have been established early in the evolution of eukaryotes. In yeast, bHLH genes are involved in general transcription enhancement and cell cycle regulation, suggesting that these may have been the original functions of bHLH genes in primitive eukaryotes [10]. Research indicates that the diversity of bHLH proteins in angiosperms is ancient. Most bHLH subfamilies are found in seed plants, such as Arabidopsis and rice. As well as in early-diverging terrestrial plant groups, including mosses and lycophytes. In contrast, the diversity of bHLH proteins is significantly lower in green algae and red algae. This suggests that the bHLH family underwent a major expansion shortly before or after the emergence of the first terrestrial plants. However, it subsequently remained relatively conserved throughout the evolutionary process of terrestrial plants [11].
bHLH transcription factors play a significant role in various growth and developmental processes in plants, including seed germination, flowering time regulation, epidermal cells, stomata, and fruit maturation [12,13]. The dormancy and germination of seeds are influenced by external environmental factors such as light, temperature, and humidity, as well as internal factors. Phytochrome interacting factors (PIFs) are a group of bHLH proteins. One of them, PIF1 (PIL5), is an inhibitor of seed germination and acts by reducing GA levels in the dark. Phytochromes facilitate the degradation of PIF1, thereby increasing the bioactive levels of GA in seeds to promote germination [14]. Another bHLH transcription factor, SPT, also influences seed germination through its interaction with PIF1 [12,15]. Additionally, regulating flowering time in plants is essential. Four bHLH-related proteins, FBH1, FBH2, FBH3, and FBH4, act as transcriptional activators of the CO (commanding officer) gene. These proteins bind to the E-box cis-acting elements in the CO promoter, positively regulating flowering time through the action of CO [16]. In addition, many bHLHs also play crucial roles in responses to abiotic stress [17]. In rice, the overexpression of OsbHLH148 can regulate the jasmonic acid pathway and the function of jasmonic acid ZIM domain proteins, thereby enhancing the plant’s drought resistance [18,19]. In tomato, overexpression of SlbHLH22 improves salt tolerance, enhances ROS scavenging, and increases osmoregulatory potential in tomato seedlings [20]. Plants often require bHLH transcriptional activity to regulate various physiological and biochemical processes in response to low-temperature stress [21]. Systematic genomic analysis has preliminarily indicated that several bHLH genes in sweet cherries (PavbHLH1, PavbHLH18, PavbHLH28, PavbHLH60, PavbHLH61, PavbHLH65, and PavbHLH66) are involved in the response to cold stress [22]. The DlICE1 gene derived from longan can enhance the cold resistance of transgenic Arabidopsis by increasing proline content in seedlings and reducing malondialdehyde levels [23].
Systematic identification and research on bHLH genes across various species can enhance our understanding of their evolution and function. However, there are limited reports on this topic in more primitive plant groups during the evolution of angiosperms. This study conducted a series of systematic analyses, including chromosomal localization, collinearity analysis, evolutionary relationships, gene structure, and motif composition, on 142 identified MsbHLH genes. It comprehensively explored the bHLH gene family in M. sieboldii and its expression during the seed germination process, thereby laying a solid foundation for future functional studies on seed dormancy release and germination.

2. Results

2.1. Whole-Genome Identification of bHLH TFs in M. sieboldii

In this study, we identified a total of 142 gene family members (Table S1). They were renamed MsbHLH1-MsbHLH142, where MsbHLH140-MsbHLH142 could not be localized to any chromosomal scaffold. The remaining 139 MsbHLH members were unevenly distributed in the 19 chromosomes (Figure 1), with chromosome 2 (HIC_ASM_2) containing the maximum number of genes with 20 genes (MsbHLH11-MsbHLH30), followed by chromosome 3 (HIC_ASM_3) with 11 genes (MsbHLH31-MsbHLH41). Chromosome 14 (HIC_ASM_14) had the minimum number of genes, with only 2 MsbHLH genes (MsbHLH102 and MsbHLH103).
The physicochemical properties of proteins play a crucial role in the biological function and conformation of proteins [24], which are the most fundamental properties of proteins and the first thing that needs to be determined for the research and analysis of proteins. Because of the differences in the molecular weight, isoelectric point, and other properties of each amino acid, the physicochemical properties of proteins made from their combination will also show different characteristics. We analyzed the physicochemical properties of these 142 MsbHLH proteins (Figure 2, Table S2), and the proteins encoded by the 142 MsbHLHs contained a range of 88 (MsbHLH29) to 933 (MsbHLH63, MsbHLH130) amino acids, with molecular weights ranging between 10,025.56 Da (MsbHLH29) and 100,730.7 Da (MsbHLH63). The predicted theoretical isoelectric points of the proteins ranged from 4.48 (MsbHLH9) to 11.44 (MsbHLH36). The instability index is used as a reference value for the stability of the protein in vitro tests. Below 40 indicates good stability, above 40, the protein may be unstable. The instability index means that the protein may be more susceptible to degradation or misfolding within the cell, thus affecting its function. Except for MsbHLH13, MsbHLH16, MsbHLH19, and MsbHLH88 proteins, the instability index of all the proteins was greater than 40, indicating that the rest of MsbHLH proteins were unstable in vitro. The aliphatic index can be a favorable factor for the increased thermal stability of globular proteins. The results of aliphatic index prediction showed that the aliphatic index of MsbHLH proteins ranged from 50.5 (MsbHLH5) to 104.83 (MsbHLH42). The hydrophilicity of amino acids is one of the main drivers of protein folding, so the distribution of protein hydrophilicity can respond to protein folding. All the proteins had negative values except for MsbHLH138, which had an overall mean hydrophilicity score (GRAVY) of positive 0.09, indicating that only MsbHLH138 is hydrophobic and the rest are hydrophilic proteins. Subcellular localization predictions showed that a total of 126 MsbHLH proteins were localized in the nucleus, with 2 MsbHLHs localized in the plasma membrane (MsbHLH24, MsbHLH92), 4 MsbHLHs localized in the extracellular space (MsbHLH15, MsbHLH40, MsbHLH43, MsbHLH67), and 9 MsbHLHs localized in the chloroplast (MsbHLH36, MsbHLH42, MsbHLH71, MsbHLH89, MsbHLH103, MsbHLH113, MsbHLH137, MsbHLH138, MsbHLH139), and 1 MsbHLH localized to mitochondrion (MsbHLH75).

2.2. Phylogenetic Relationship Between AtbHLHs and MsbHLHs

In order to explore the potential biological relationship between MsbHLHs and AtbHLHs, an evolutionary tree was constructed using the Neighbor-Joining (NJ) method (Figure 3). According to the taxonomic relationships of AtbHLHs in previous studies [25,26], MsbHLHs are classified into 27 subfamilies, exhibiting a non-uniform distribution among the subfamilies. The number of members in each subfamily ranges from 1 to 15, with subfamily 18 containing the largest number of MsbHLH members at 15. Subsequently, subfamily 9 contains 13 MsbHLHs. Conversely, subfamilies 11 and 26 exhibit the fewest number of members, with only 1 member (MsbHLH87 and MsbHLH119), respectively.

2.3. Gene Structure, Motif, and Intron–Exon Analysis

A conserved motif search for 142 MsbHLH proteins was conducted through the online site MEME, with the objective of analyzing their gene structures and conserved motif compositions (Figure 4B) to explore the diversity of motifs in MsbHLH proteins. Different MsbHLH proteins contain different numbers of motifs, ranging from 1 to 6. The overwhelming majority of MsbHLH proteins contain motif 1 and motif 2, with these two motifs situated in close proximity to one another. This observation suggests that these two motifs may be associated with the bHLH structural domain. All members of subfamily 23 contain only motif 1, but not motif 2. Typically, members of the same subfamily also have highly similar motif positions and compositions. For instance, all five members of subfamily 23 MsbHLH proteins contain motif 1, motif 5, motif 7, motif 8, and motif 9. This evidence also indicates that different MsbHLH proteins are relatively conserved within the same subfamily and may have similar functions. However, certain motifs are only present in specific subfamilies. For example, motif 7 is only present in subfamily 23, while motif 10 is only observed in subfamily 12. This suggests that these two motifs may have specific functions in these two groups.
Meanwhile, we analyzed the structural domains containing 142 MsbHLHs (Figure 4C), and there were 36 structural domains. Of these, 19 types of bHLH-conserved structural domains were identified. Members of the same subfamily, except for some individual genes, have similar structural domain types.
In order to gain further insight into the evolution of the bHLH gene family in M. sieboldii, we performed intron–exon prediction (Figure 4D). The results demonstrated that members of the same subfamily exhibited greater similarity in gene structure, indicating a strong correlation between phylogenetic evolutionary relationships and gene structure. The number of exons in the 142 MsbHLHs varied from 1 to 12. Among them, the number of MsbHLHs containing 4 CDSs and 7 CDSs is as high as 21, while the number of MsbHLHs containing 12 CDSs is the lowest, only MsbHLH118. MsbHLH25 has five UTRs, which suggests that its differential splicing form is more complex.

2.4. Intraspecific and Interspecific Collinearity and Gene Duplication Analysis

In order to expand the genome, gene duplication often occurs along with the evolutionary process in plants. Genome duplication events include whole genome duplication, segmental duplication, tandem duplication, and translocation duplication [27]. Among the 139 MsbHLH genes localized to chromosomes, 4 tandem duplicated gene pairs (Figure 1) (MsbHLH28-MsbHLH29, MsbHLH81-MsbHLH82, MsbHLH125-MsbHLH126, MsbHLH138-MsbHLH139) and 35 segment duplicated gene pairs (Figure 5) were identified. This included no segmental duplicates on chromosome 8 (HIC_ASM_8), and all MsbHLH genes on chromosome 13 (HIC_ASM_13) were colinear with some genes on chromosome 1 (HIC_ASM_1). The aforementioned results indicate that tandem duplication and segmental duplication are the primary forces driving the evolution of the MsbHLH gene family.
In genetics, Ka/Ks denotes the ratio between a nonsynonymous substitution Ka and a synonymous substitution Ks, which can determine whether there is selection pressure. Therefore, we calculated the Ka/Ks of 35 segment duplicated gene pairs (Table S3), and the results showed that all of them had Ka/Ks value < 1, indicating that the MsbHLH gene pairs may have undergone purifying selection during evolution. The bHLH gene sequence similarity is very high, which plays an important role in the retention of the conserved structure of the gene.
The analysis of collinearity among different species is one way to study their evolution and affinity. To further elucidate the origin and phylogenetic mechanism of the MsbHLH family, we selected four dicotyledonous plants (Arabidopsis, poplar, tomato, and blue star water lily) and two monocotyledonous plants (rice and maize) for analyzing and comparing their homology with MsbHLHs (Table S4). A total of 81 MsbHLHs were found to be collinearly related to poplar by mapping homology (Figure 6), followed by 77 in blue star water lily, 76 in tomato, 73 in rice, 54 in Arabidopsis, and 53 in maize. Of the 139 MsbHLHs localized on chromosomes, 6 MsbHLHs were collinearly associated with only 2 monocotyledons and 32 MsbHLHs were associated with only 4 dicotyledons. Thus, this suggests that these few members have a closer evolutionary relationship with monocotyledonous or dicotyledonous bHLHs. Among all members, there are also 20 MsbHLHs that are collinearly related to all 6 plants, suggesting that these genes in the bHLH gene family played an important role in the evolutionary process.

2.5. Protein Interactions Analysis of MsbHLH Protein

Prediction of protein interaction networks based on homologous proteins of Arabidopsis thaliana by STRING website (Figure 7). It was found that there were 82 nodes with 252 edges in the MsbHLH protein interaction network. Some proteins showed direct interactions with other proteins, such as MsbHLH70 and MsbHLH128. MsbHLH132 and MsbHLH16 only had interactions with each other and did not interact with other MsbHLH proteins. Others showed more complex interactions, which were radially connected to other nodes, such as MsbHLH93, MsbHLH3, MsbHLH78, etc., illustrating the diverse functions of MsbHLH proteins. Table S5 demonstrates the detailed information of MsbHLH proteins compared with AtbHLH proteins.
The results of protein secondary structure prediction (Table S6) showed that MsbHLH proteins were mainly composed of α-helices, extended strands, β-turns, and random coils. α-helices range from 17.82% (MsbHLH124) to 70.45% (MsbHLH29); extended strands range from 0.00% (MsbHLH29, MsbHLH36, MsbHLH54) to 20.18% (MsbHLH137); β-turns range from 0.00% (MsbHLH28, MsbHLH29) to 8.11% (MsbHLH137); and random coils range from 29.03% (MsbHLH71) to 75.29% (MsbHLH39). Protein secondary structure changes have a wide range of effects on the sequence, structure, stability, abundance, and activity of proteins [28].
Protein tertiary structure is important to fill the gap between protein sequence and protein structure [29]. Based on the SWISS-MODEL database, protein tertiary structure models of 27 subfamilies were predicted, and the ones with the highest GMQE and GMEAN scores were selected as the representative protein tertiary models of each subfamily (Figure S1). The 3D structures of each subfamily were different, and the protein structures were not quite similar even between two subfamilies with close relatives in the evolutionary tree. The analysis of the protein homology models provides initial insights into further understanding of the function of MsbHLH proteins.

2.6. Cis-Regulatory Element Analysis of MsbHLHs

Cis-regulatory elements (CREs) are essential for gene expression and regulatory functions. A total of 4296 CREs were detected in 142 MsbHLH promoter regions (Figure 8). Subfamily 18 of MsbHLH11 had the maximum number of CREs, totaling 67. Subfamily 17 of MsbHLH70 had the minimum number of CREs, only 12. CREs varied with subfamily, but in total, they could be divided into three main categories, namely, elements related to stress response, elements related to hormone response, and elements related to growth and development. The maximum number of CREs related to growth and development, totaling 2014. Among these, there were 1796 light-responsive elements, and all members contained this element, indicating that the MsbHLH gene exhibited high responsiveness to light.

2.7. GO Enrichment Analysis of MsbHLHs

To further investigate the biological functions of MsbHLH genes in M. sieboldii, GO annotation (Table S7) and enrichment analysis (Figure S2) were performed on 142 MsbHLH genes in this study. MsbHLH genes were enriched for a total of 16 molecular functions, 7 cellular components, and 112 biological processes. Among the molecular functions, it was mainly enriched in processes such as transcriptional regulatory activity, DNA-binding transcription factor activity, and small molecule binding. Among the cellular components, they were mainly enriched in nucleus, intracellular membrane-bound organelles, and intracellular anatomical structures. Of the 82 genes enriched for biological processes, all are involved in processes such as RNA biosynthesis or metabolic regulation, cellular biosynthesis or metabolism, and gene expression. The rest were enriched in processes such as active regulation of biometabolic processes, regulation of response to red or far-red light, and photomorphogenesis.

2.8. Expression Pattern of MsbHLHs in Seeds

To explore the possible functions of MsbHLHs during dormancy release and germination in M. sieboldii, we used RNA-seq data to characterize its expression after seed imbibition, stratification, and germination (Figure 9). A total of 49 gene family members showed a gradual increase in expression during seed release from dormancy to germination, 17 gene family members showed a gradual decrease in expression, and 32 genes were not expressed, mostly concentrated in subfamily 15. The bHLH homologous proteins in Arabidopsis were used as a reference, and the highest scoring ones were selected after BLAST to view their functions. MsbHLH3, MsbHLH37, MsbHLH81, MsbHLH90, and MsbHLH124 of subfamily 15 were found to be phytochrome-interacting factors that function in the phytochrome signaling pathway. Therefore, they were renamed MsPIF4 (MsbHLH3), MsPIF1 (MsbHLH37), MsPIF7 (MsbHLH81), MsPIF3a (MsbHLH90), and MsPIF3b (MsbHLH124). Only the expression of MsPIF3b increased gradually, while the rest did not change perhaps because differential expression did not reach 2-fold. Since they all contain light-responsive elements in their promoters, it is hypothesized that there might be significant changes under different light quality stimuli.
To understand the potential roles of MsPIFs in different light-quality responses, we analyzed their expression using qRT-PCR. Prior to the light treatment of M. sieboldii seeds, we subjected it to 48 h of imbibition followed by 14 d of stratification. During this process, the expression of all MsPIFs increased after 48 h of imbibition, followed by a gradual decrease (Figure S3).
After stratification, light treatments were performed. The results (Figure 10) showed that the expression of MsPIF1, MsPIF3b, MsPIF4, and MsPIF7 gradually decreased under red light conditions in the pre-light period and seeds started to germinate (Figure S4). The opposite occurred in far-red light. It indicated that far-red light could positively regulate their expression changes and inhibit seed germination. Red light negatively regulated their expression and promoted seed germination. MsPIF3a expression was opposite to them in these two light qualities. Under the R-FR-R treatment, the trend of their expression changes was the same as that of far-red light. This suggests that far-red light counteracts the promotion of seed germination by red light. In the dark, MsPIF1, MsPIF3a, MsPIF3b, and MsPIF4 expressions were increased, while MsPIF7 expression was the opposite to them.

2.9. Subcellular Localization of MsPIFs

Full-length or UTR primers were designed for MsPIF1, MsPIF3a, MsPIF3b, MsPIF4, and MsPIF7 gene sequences and amplified, and MsPIFs genes were successfully obtained (Figure S5).
The subcellular localization of MsPIFs was determined by transient expression of the corresponding coding sequence fused to eGFP, and the location of the nucleus was confirmed using DAPI staining. As shown in Figure 11, all pRI101-MsPIFs-eGFP proteins were localized in the nucleus, which is consistent with previous subcellular prediction results. This suggests that MsPIFs play a biological role in the nucleus.

3. Discussion

bHLH TFs are present in all eukaryotes and are one of the largest families of transcription factors found in plants. Over the past two decades, bHLH TFs have been identified and characterized in a wide range of plant species, such as rice (183 OsbHLHs) [30], maize (231 ZmbHLHs) [30], rye (220 ScbHLHs) [31], and barley (103 HvbHLHs) [32] belonging to the monocots in angiosperms, and kale-type oilseed rape (602 BnabHLHs) [33], tomato (159 SlbHLHs) [34], Arabidopsis thaliana (162 AtbHLHs) [35], sweet orange (135 CsbHLHs) [36], passion fruit (138 PebHLHs) [28], Mongolian oak (89 QmbHLHs) [37], etc. The number of bHLH genes varies among species. Although bHLH has been identified in several species, the identification and characterization of bHLH in magnolias, which are located in the key position of evolutionary classification, have not yet been reported.
Not only does M. sieboldii belong to the magnolia group of plants, but its seeds also have morphophysiological dormancy properties [3]. In this study, we identified 142 genes encoding bHLH transcription factors of M. sieboldii. Among the 142 MsbHLHs, only MsbHLH13, MsbHLH16, MsbHLH19, and MsbHLH88 had an instability index of less than 40, which were 36.31, 36.07, 37.78, and 37.16, respectively. It was concluded that these four proteins with an instability index of less than 40 could exist stably. The overall folding structure of the proteins is hydrophilic groups outward and hydrophobic groups inward, and it forms a region of high hydrophobic value in the transmembrane region, according to which the position of secondary structures such as transmembrane helices of proteins can be determined. Except for MsbHLH138, the hydrophilicity scores of the remaining MsbHLH proteins were less than zero, indicating that they are all hydrophilic proteins. The results of subcellular localization prediction showed that MsbHLH was mainly localized in the nucleus, but some MsbHLH was also localized in other organelles. It was hypothesized that MsbHLH proteins might exercise different functions in different plant organelles, and these results laid the foundation for further studies on the biological functions of MsbHLH proteins.
Various studies have shown that the bHLH gene families in different plants are categorized into different numbers of subfamilies. The 218 bHLH genes in quinoa were categorized into 20 subfamilies and 1 ungrouped member [38]. The 128 bHLH members of birch were categorized into 21 subfamilies [39]. All 85 bHLH genes in ginkgo were categorized into 17 subfamilies [40], 159 bHLH members in tomato were categorized into 21 subfamilies [34], and 213 bHLH members in melon were categorized into 16 subfamilies and 4 orphan genes [41]. In this study, we classified 142 MsbHLH members into 27 subfamilies, and compared with Arabidopsis, MsbHLH genes contracted in 13 subfamilies (including subfamilies 1, 2, 4, 5, 6, 7, 8, 11, 15, 16, 18, 19, and 20) and expanded in 8 subfamilies (including subfamilies 9, 10, 13, 14, 17, 21, 23, 24).
Motif and gene structure analysis showed that members of the same subfamily of MsbHLHs tended to have similar motifs and gene structures. Motif 1 and motif 2 were present in the vast majority of MsbHLH proteins, which is consistent with the results obtained in Chinese white pear [42], tung tree [43], and cereal [44]. It indicates that MsbHLH transcription factors are relatively more conserved during plant evolution. However, there also exist some subfamily members that do not have motif 1 and motif 2 (e.g., MsbHLH85 and MsbHLH113 in subfamily 2 and MsbHLH103 in subfamily 20) or only have motif 1 or motif 2, suggesting that these MsbHLH proteins are not conserved during evolution. The evolution among them may have occurred at a much earlier stage, with the differentiation being more complex. Exon–intron as a structural differentiation, has an important role in the evolution of many gene families [45]. In this study, the exon–intron structure analysis of the genes showed that the number of exons–introns of MsbHLH genes was highly variable, ranging from 0 to 12, and 11 MsbHLH genes had no introns (MsbHLH22, MsbHLH35, MsbHLH36, MsbHLH46, MsbHLH48, MsbHLH54, MsbHLH55, MsbHLH62, MsbHLH66, MsbHLH72, and MsbHLH89), similar to grape [46], papaya [47], and jatropha [48]. MsbHLH genes in the same subfamily basically have similar gene structures [49], and exon–intron structure analysis of genes can provide insights into phylogenetic relationships [40].
Gene duplication events are essential for gene family expansion and genome evolution during plant evolution [50]. Chromosomal regions within 200 kb of two or more identical genomic regions are defined as tandem duplication events [51]. In the MsbHLH family of M. sieboldii, we identified a total of 4 tandem duplication pairs and 35 fragment duplicator pairs (Figure 6), suggesting that the role of fragment duplication is perhaps more important than tandem duplication. Selection pressure is expressed as Ka/Ks ratio values, with a Ka/Ks value of one indicating neutral evolution, Ka/Ks greater than one indicating positive selection (also known as Darwinian selection), and negative selection (as known as purifying selection) if Ka/Ks is less than one [42,52]. In all fragment duplication events in MsbHLH, all Ka/Ks values were less than one, indicating that the MsbHLH gene underwent purifying selection.
Analysis of cis-regulatory elements showed that the cis-acting elements of the MsbHLH promoters can be broadly categorized into three groups: elements related to stress response, hormone-responsive elements, and elements related to growth and development. Of these, the top four most numerous categories of cis-acting elements are the light-responsive element, abscisic acid-responsive element, MeJA-responsive element, and anaerobic induction, similar to passion fruit and plum [28,53]. The light-responsive elements were almost three times as numerous as the second most numerous. There are more of them than in Passion fruit [28] and Phoebe bournei [54]. The light-responsive element is a central molecular switch for biological adaptation to the light environment. It regulates development, metabolism, and stress response by integrating light signaling with gene expression networks. This was followed by abscisic and jasmonic acid-response elements. Abscisic acid plays a role in processes such as seed germination and plant response to abiotic stresses [55,56]. Abscisic acid and gibberellin induce and inhibit seed dormancy, respectively, and show opposite effects on seed germination [57,58,59]. MeJA is generally involved in stress tolerance, leaf senescence, and seed germination [60]. AtPIFs in Arabidopsis respond to the light environment through G-box elements [55]. AtAIB regulates drought-responsive genes through ABRE [61]. This suggests that some cis-acting elements are evolutionarily conserved in their core environmental response mechanisms. MsbHLH also has a higher number of gibberellin-responsive elements and auxin-responsive elements in the promoter region. It was shown that auxin would be involved in the regulation of jasmonic acid to abscisic acid signaling during seed germination in Arabidopsis [62]. These hormones crosstalk with each other during seed germination. Light also regulates seed dormancy and germination by modulating hormone metabolism and signaling pathways [63]. The diversity of cis-acting elements in the promoter region of MsbHLHs may be closely related to the different regulatory effects of MsbHLHs on the growth and development of M. sieboldii under different environmental conditions. Therefore, further functional studies of the MsbHLH genes could help to reveal their regulatory mechanisms on seed germination of M. sieboldii under different conditions.
Light is the most important environmental factor in forest ecosystems and one of the environmental resources with the most pronounced spatial and temporal variations [64]. Effective light within the forest is the key to determining whether many forest tree species can survive, grow, and complete regeneration in forest regeneration dynamics [65]. When solar radiation passes through the forest canopy, the ratio of red light to far-red light reaching the underside is altered to varying degrees, with red light weakening and far-red light enhancing [66]. It has been shown that bHLH family members have regulatory roles in seed germination and light signaling [14,15,67,68,69,70]. Among them, MsbHLH3, MsbHLH37, MsbHLH81, MsbHLH90, and MsbHLH124 are all phytochrome interacting effectors after alignment to Arabidopsis thaliana. Previous studies claimed that phytochromes can interact with different groups of factors to regulate seed dormancy and germination, sheltering, phytohormone crosstalk, and clock-derived signaling pathways by integrating external environmental and internal signals [69,70]. In Arabidopsis thaliana, PIL5 (PIF3-like5 PIF1/bHLH15) is a germination inhibitor that decreases gibberellin levels in the dark, accelerates PIL5 degradation, and increases gibberellin bioactivity levels in the seed in the light [14]. AtPIF6 is strongly expressed during seed development and exists in two splice variants, and deletion of AtPIF6 increases primary seed dormancy [71]. AtPIF8 inhibits AtPHYA-mediated responses to far-red light, including seed germination. AtPIF8 protein levels are higher under far-red light irradiation than in darkness or red light, whereas other AtPIFs are higher in darkness than in red or far-red light [72]. AtPIF4 can physically interact with AtABI4 and act as a transcriptional complex to promote ABA biosynthesis and signaling. Eventually deepen primary seed dormancy [55]. In the present study, the expression of MsPIFs increased after the imbibition of M. sieboldii seeds. They gradually decreased during stratification, suggesting that the dormancy of M. sieboldii seeds may be gradually released during stratification. Subsequent light exposure of 10 h per day was carried out to simulate the average duration of daylight after seed abscission in the area where the samples were collected. The R treatment simulated a light environment with a large and stable R/FR within the forest, while the FR, on the contrary, and the R-FR-R treatments simulated light environments in which R/FR was in variation [73]. When under different light-quality treatments, only the seeds of the far-red light treatment did not germinate. Under this light quality, the expressions of MsPIF1, MsPIF3b, MsPIF4, and MsPIF7 were all gradually elevated, contrary to those in darkness and red light where germination was higher. It tentatively suggests that they may play a role in inhibiting the germination of the M. sieboldii seeds under far-red light. M. sieboldii is a small tree, which has small seeds. When the seeds are shed, they tend to fall in the middle of the layer of dead branches and leaves. The far-red light content increases at this time, so the M. sieboldii seeds have difficulty germinating and the natural regeneration ability is weak. The expression of MsPIF4 increased with the number of seed germinations under darkness and red light, which was hypothesized to be related to the gradual elongation of hypocotyls after seed germination (Figure S4). It has been shown that PIF4 is the main protein involved in the elongation of seedling hypocotyls [74,75,76].

4. Materials and Methods

4.1. Plant Materials and Light Quality Treatments

The seeds of M. sieboldii were collected from the Shenyang Botanical Garden. After imbibition for two days, they were mixed with wet sand that had been disinfected with potassium permanganate (KMnO4) [3] and subjected to low-temperature stratification at 4 °C for 14 days. Following this period, the seeds were separated from the wet sand and spread out in Petri dishes containing 1 cm of wet sand. They were then exposed to four different light treatments: dark (D) for 10 h, red light (R) for 10 h, far-red light (FR) for 10 h, and a combination of red light for 5 h, followed by far-red light for 2.5 h, and concluding with red light for an additional 2.5 h (R-FR-R). This is to simulate the light environment in the forest after seed shedding. Total light duration is the average winter day length in the simulated seed collection area. Three repetitions for each treatment. Samples were collected at various stages: dry seeds, after imbibition for 2 days, after stratification for 7 days, after stratification for 14 days, after 2 days of light exposure, after 14 days of light exposure, and after 21 days of light exposure. All collected samples were frozen with liquid nitrogen and stored at −80 °C for subsequent experiments.

4.2. Identification of bHLH Genes in the M. sieboldii Genome

The whole-genome sequence of M. sieboldii was obtained from previous laboratory work [77]. The sequences of all bHLH proteins in Arabidopsis were retrieved from the TAIR website (https://www.arabidopsis.org/, accessed on 30 March 2023) and subjected to BLAST comparison with the MsbHLH proteins of M. sieboldii to initially identify potential MsbHLH protein sequences. Based on the hidden Markov model of the bHLH domain (PF10010) obtained from the Pfam database (http://pfam.xfam.org/, accessed on 1 April 2023) [78], local HMMER (http://hmmer.janelia.org/, accessed on 3 April 2023) was employed to screen the seed model (E-value of 10−5) [79]. The MsbHLH protein sequences filtered by both methods were merged and deduplicated to preliminarily identify the MsbHLH family members. All predicted MsbHLH protein sequences were uploaded to CDD-Search for manual correction based on conserved domains, ultimately leading to the identification of the MsbHLH gene family members in M. sieboldii. The ExPASy ProtParam tool (https://web.expasy.org/protparam/, accessed on 7 April 2023) [80] was utilized to predict the physicochemical parameters of the proteins, including the number of amino acids, molecular weight, isoelectric point, instability index, grand average of hydrophilicity, and aliphatic index.

4.3. Phylogenetic Analysis of MsbHLHs

The protein sequences of all bHLH proteins from Arabidopsis thaliana were obtained from the TAIR website. Sequences lacking the bHLH domain were excluded, resulting in a total of 153 AtbHLH proteins being screened. The protein sequences of Arabidopsis AtbHLHs were aligned with the protein sequences of MsbHLHs using MUSCLE for multiple sequence alignment [81]. The phylogenetic tree was constructed using the Neighbor-Joining (NJ) method in MEGA-X software (Version 10.0.5) (bootstrap = 1000) [82], and the tree was visualized and enhanced using the online tool ITOL (https://itol.embl.de/tree/, accessed on 26 May 2023).

4.4. Gene Structure, Conserved Motif, and Cis-Regulatory Elements Analysis

The MsbHLH gene structure and intron–exon distributions were obtained using GFF annotation files from the M. sieboldii. The MEME online program (https://meme-suite.org/meme/tools/meme, accessed on 31 May 2023) [83] was employed to analyze the conserved motif in MsbHLH proteins, with the maximum number of motifs set to 10. Based on the genomic full-length DNA sequences of MsbHLHs, 2000 bp sequence upstream of each gene was retrieved by TBtools software (Version 2.200) using the PlantCare database (https://bioinformatics.psb.ugent.be/webtools/plantcare/html/, accessed on 18 June 2023) [84] to predict the cis-acting regulatory elements in the promoters of MsbHLHs. The results were then visualized using TBtools [85].

4.5. Duplication and Genome Synteny Analysis

All MsbHLH genes were anchored to the corresponding chromosomes based on the gene location information in the genome using Circos through the M. sieboldii genome file and the GFF annotation file.
The genomic data of Arabidopsis thaliana, poplar, tomato, blue star water lily, rice, and maize were downloaded from the EnsemblPlants database (http://plants.ensembl.org/index.html, accessed on 13 May 2023). The data were then analyzed for gene duplication events by One Step McScanX on TBtools and visualized using the Dual Synteny Plot.
The CDS sequences, protein sequences, and gene pair files of MsbHLHs were prepared and the Ka/Ks ratio was calculated using 1 as the cutoff value.

4.6. Protein–Protein Interaction Network Prediction, Homology Modeling, and GO Enrichment Analysis

All MsbHLH protein sequences were submitted to the STRING website (https://cn.string-db.org/, accessed on 1 September 2023). Arabidopsis homologous proteins were selected as references. The highest score proteins were used to construct the network after the BLAST step. Proteins that did not interact with other members were removed from the network. The secondary structures of MsbHLH proteins were predicted using the SOPMA server (https://npsa-pbil.ibcp.fr/, accessed on 8 November 2023) [86], and homology modeling to predict protein tertiary structure was performed using SWISS-MODEL (https://swissmodel.expasy.org/, accessed on 11 October 2023).
The Eggnog mapper (http://eggnog-mapper.embl.de/, accessed on 15 October 2023) [87] was employed for the purpose of gene function annotation, with the resulting data subsequently visualized via the Microbiology Letter website (https://www.bioinformatics.com.cn/, accessed on 11 October 2024).

4.7. Transcriptome and qRT-PCR Analysis

Transcriptome data were obtained from the pre-laboratory work [77], and TBtools software was employed to normalize FPKM values and visualize gene expression information.
The kit method (RNA Easy Fast Plant Tissue RNA Rapid Extraction Kit, TIANGEN, Beijing, China) was used to extract total RNA, while a reverse transcription kit (TransScript® One-Step gDNA Removal and cDNA Synthesis SuperMix, TRAN, Beijing, China) was utilized for the reverse transcription assay. Real-time PCR was conducted using a quantification kit (SuperReal PreMix Plus (SYBR Green), TIANGEN, Beijing, China). The 60S was employed as an internal reference gene, with each gene undergoing three replicates. Gene alterations were calculated using the 2−ΔΔCT method [88], and the data were analyzed with GraphPad Prism (Version 8.0.2). The primers utilized for qRT-PCR for each gene are presented in Table S8.

4.8. Subcellular Localization

MsPIFs were genetically cloned, and full-length or UTR primers (Table S8) were designed for MsPIFs gene sequences using the Primer Premier 5 and amplified using the PrimeSTAR HS enzyme (Takara, Beijing, China). The amplification products were gel-extracted (EasyPure Quick Gel Extraction Kit, TRAN, Beijing, China) and ligated with A-Tailing (Takara) and pMD18-T (Takara). The ligation products were transferred to E. coli DH5α (Takara), incubated at 37 °C for 12 h, and single clones were picked for PCR detection. The positive clones were sent to the Suzhou Jinwei Zhi Company (Suzhou, China) for sequencing.
Primers containing the homology arm sequence of the pRI101-eGFP vector (Table S8) were designed and the above positive plasmids were cloned into the pRI101-eGFP vector. The recombinant plasmids were transferred into tobacco leaves separately from the empty load. Three leaves were injected for each gene. After incubation in dark environment for 48 h and normal environment for 24 h, slides were made and observed on the machine (Laica, TCS SP8, Wetzlar, Germany).

5. Conclusions

In summary, 142 members of the MsbHLH gene family were identified from the genome of M. sieboldii, and they were classified into 27 subfamilies based on their phylogenetic relationship with Arabidopsis bHLH. Analysis of motif composition, gene structure, and homologous protein modeling indicated that the MsbHLH proteins of each subfamily were relatively conserved. But there were individual cases, which might be related to the unique evolutionary status of Magnoliaceae. Collinearity analysis suggested that the expansion of the MsbHLH gene family might have occurred primarily through segmental duplication. Protein interaction networks among MsbHLH may contribute to the diverse and complex regulatory networks among bHLH proteins. Promoter analysis showed that all MsbHLH members contained light-responsive elements, indicating that MsbHLH exhibits high light responsiveness. Most MsbHLH members functioned in the seed germination process. The expression of MsPIF1, MsPIF4, MsPIF3b, and MsPIF7 gradually increased under far-red light, suggesting that they may inhibit seed germination in M. sieboldii. M. sieboldii faces difficulties in seed renewal under natural conditions. The above results identify the basis for further investigation of the regulatory role of bHLH proteins on seed dormancy and germination of M. sieboldii under different light qualities. Dissecting the MsbHLH gene involved in seed germination helps to optimize artificial breeding techniques. By taking the right measures, the development of seed embryos is accelerated and the breeding efficiency is improved. In turn, it effectively protects the endangered plant resources of the Magnolia genus and helps the recovery of natural populations.

Supplementary Materials

The supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/ijms26073152/s1.

Author Contributions

Conceptualization, H.L. and X.L.; methodology, L.X.; formal analysis, X.X. and H.L.; investigation, L.L. and L.X.; data curation, L.L., X.X. and W.A.; writing—original draft preparation, L.L. and X.Y.; writing—review and editing, W.A. and X.L.; visualization, L.L., X.X. and X.L.; supervision, W.A. and X.L.; project administration, X.L. All authors have read and agreed to the published version of the manuscript.

Funding

This work was supported by the National Natural Science Foundation of China (No. 31971647).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The original contributions presented in this study are included in the article and Supplementary Materials. Further inquiries can be directed to the corresponding author.

Conflicts of Interest

The authors declare no conflicts of interest.

References

  1. He, S. Rare Plants in China; Shanghai Science and Technology Press: Shanghai, China, 1998; 184p, ISBN 7-5323-4934-9. [Google Scholar]
  2. Du, F.; Diao, S.; Wang, H.; Liu, C.; Yang, D.; Sun, S.; Wang, Z. Phenology and Growth Process of Magnolia sieboldii. J. Northeast. For. Univ. 2006, 34, 39–40. [Google Scholar]
  3. Mei, M. Functions and Mechanisms of MsARF5 in Embryo Development of Magnolia sieboldii K. Koch During the Seed After-Ripening. Ph.D. Thesis, Shenyang Agricultural University, Shenyang, China, 2021. [Google Scholar]
  4. Li, P.; Lu, X.; Yao, F.; Guo, R. Preliminary Study on Reasons of Seed Dormancy of Magnolia sieboldii K. Koch. Seed 2006, 25, 36–39. [Google Scholar]
  5. Lu, X.; Li, T.; Ni, W. Study on the Dormant Characteristic of M. sieboldii K. Koch Seeds. J. Shenyang Agric. Univ. 2006, 37, 703–706. [Google Scholar]
  6. Murre, C.; McCaw, P.S.; Baltimore, D. A New DNA Binding and Dimerization Motif in Immunoglobulin Enhancer Binding, Daughterless, MyoD, and Myc Proteins. Cell 1989, 56, 777–783. [Google Scholar] [CrossRef]
  7. Ferré-D’Amaré, A.R.; Prendergast, G.C.; Ziff, E.B.; Burley, S.K. Recognition by Max of Its Cognate DNA through a Dimeric b/HLH/Z Domain. Nature 1993, 363, 38–45. [Google Scholar] [CrossRef]
  8. Kadesch, T. Consequences of Heteromeric Interactions among Helix-Loop-Helix Proteins. Cell Growth Differ. 1993, 4, 49–55. [Google Scholar]
  9. Murre, C.; McCaw, P.S.; Vaessin, H.; Caudy, M.; Jan, L.Y.; Jan, Y.N.; Cabrera, C.V.; Buskin, J.N.; Hauschka, S.D.; Lassar, A.B.; et al. Interactions between Heterologous Helix-Loop-Helix Proteins Generate Complexes That Bind Specifically to a Common DNA Sequence. Cell 1989, 58, 537–544. [Google Scholar] [CrossRef]
  10. Ledent, V.; Vervoort, M. The Basic Helix-Loop-Helix Protein Family: Comparative Genomics and Phylogenetic Analysis. Genome Res. 2001, 11, 754–770. [Google Scholar] [CrossRef]
  11. Pires, N.; Dolan, L. Early Evolution of bHLH Proteins in Plants. Plant Signal. Behav. 2010, 5, 911–912. [Google Scholar] [CrossRef]
  12. Groszmann, M.; Bylstra, Y.; Lampugnani, E.R.; Smyth, D.R. Regulation of Tissue-Specific Expression of SPATULA, a bHLH Gene Involved in Carpel Development, Seedling Germination, and Lateral Organ Growth in Arabidopsis. J. Exp. Bot. 2010, 61, 1495. [Google Scholar] [CrossRef]
  13. Hao, Y.; Zong, X.; Ren, P.; Qian, Y.; Fu, A. Basic Helix-Loop-Helix (bHLH) Transcription Factors Regulate a Wide Range of Functions in Arabidopsis. Int. J. Mol. Sci. 2021, 22, 7152. [Google Scholar] [CrossRef] [PubMed]
  14. Oh, E.; Yamaguchi, S.; Kamiya, Y.; Bae, G.; Chung, W.-I.; Choi, G. Light Activates the Degradation of PIL5 Protein to Promote Seed Germination through Gibberellin in Arabidopsis. Plant J. 2006, 47, 124–139. [Google Scholar] [CrossRef] [PubMed]
  15. Penfield, S.; Josse, E.-M.; Kannangara, R.; Gilday, A.D.; Halliday, K.J.; Graham, I.A. Cold and Light Control Seed Germination through the bHLH Transcription Factor SPATULA. Curr. Biol. 2005, 15, 1998–2006. [Google Scholar] [CrossRef] [PubMed]
  16. Ito, S.; Song, Y.H.; Josephson-Day, A.R.; Miller, R.J.; Breton, G.; Olmstead, R.G.; Imaizumi, T. FLOWERING BHLH Transcriptional Activators Control Expression of the Photoperiodic Flowering Regulator CONSTANS in Arabidopsis. Proc. Natl. Acad. Sci. USA 2012, 109, 3582–3587. [Google Scholar] [CrossRef]
  17. Abe, H.; Urao, T.; Ito, T.; Seki, M.; Shinozaki, K.; Yamaguchi-Shinozaki, K. Arabidopsis AtMYC2 (bHLH) and AtMYB2 (MYB) Function as Transcriptional Activators in Abscisic Acid Signaling. Plant Cell 2003, 15, 63–78. [Google Scholar] [CrossRef]
  18. Kiribuchi, K.; Sugimori, M.; Takeda, M.; Otani, T.; Okada, K.; Onodera, H.; Ugaki, M.; Tanaka, Y.; Tomiyama-Akimoto, C.; Yamaguchi, T.; et al. RERJ1, a Jasmonic Acid-Responsive Gene from Rice, Encodes a Basic Helix–Loop–Helix Protein. Biochem. Biophys. Res. Commun. 2004, 325, 857–863. [Google Scholar] [CrossRef]
  19. Seo, J.-S.; Joo, J.; Kim, M.-J.; Kim, Y.-K.; Nahm, B.H.; Song, S.I.; Cheong, J.-J.; Lee, J.S.; Kim, J.-K.; Choi, Y.D. OsbHLH148, a Basic Helix-loop-helix Protein, Interacts with OsJAZ Proteins in a Jasmonate Signaling Pathway Leading to Drought Tolerance in Rice. Plant J. 2011, 65, 907–921. [Google Scholar] [CrossRef]
  20. Waseem, M.; Rong, X.; Li, Z. Dissecting the Role of a Basic Helix-Loop-Helix Transcription Factor, SlbHLH22, Under Salt and Drought Stresses in Transgenic Solanum lycopersicum L. Front. Plant Sci. 2019, 10, 734. [Google Scholar] [CrossRef]
  21. Guo, J.; Sun, B.; He, H.; Zhang, Y.; Tian, H.; Wang, B. Current Understanding of bHLH Transcription Factors in Plant Abiotic Stress Tolerance. Int. J. Mol. Sci. 2021, 22, 4921. [Google Scholar] [CrossRef]
  22. Shen, T.; Wen, X.; Wen, Z.; Qiu, Z.; Hou, Q.; Li, Z.; Mei, L.; Yu, H.; Qiao, G. Genome-Wide Identification and Expression Analysis of bHLH Transcription Factor Family in Response to Cold Stress in Sweet Cherry (Prunus avium L.). Sci. Hortic. 2021, 279, 109905. [Google Scholar] [CrossRef]
  23. Yang, X.; Wang, R.; Hu, Q.; Li, S.; Mao, X.; Jing, H.; Zhao, J.; Hu, G.; Fu, J.; Liu, C. DlICE1, a Stress-Responsive Gene from Dimocarpus longan, Enhances Cold Tolerance in Transgenic Arabidopsis. Plant Physiol. Biochem. 2019, 142, 490–499. [Google Scholar] [CrossRef] [PubMed]
  24. Liu, Z.; Fu, X.; Xu, H.; Zhang, Y.; Shi, Z.; Zhou, G.; Bao, W. Comprehensive Analysis of bHLH Transcription Factors in Ipomoea aquatica and Its Response to Anthocyanin Biosynthesis. Int. J. Mol. Sci. 2023, 24, 5652. [Google Scholar] [CrossRef] [PubMed]
  25. Pires, N.; Dolan, L. Origin and Diversification of Basic-Helix-Loop-Helix Proteins in Plants. Mol. Biol. Evol. 2009, 27, 862. [Google Scholar] [CrossRef]
  26. Toledo-Ortiz, G.; Huq, E.; Quail, P.H. The Arabidopsis Basic/Helix-Loop-Helix Transcription Factor Family. Plant Cell 2003, 15, 1749–1770. [Google Scholar] [CrossRef]
  27. Liu, Z.; Zhang, Y.; Altaf, M.A.; Hao, Y.; Zhou, G.; Li, X.; Zhu, J.; Ma, W.; Wang, Z.; Bao, W. Genome-Wide Identification of Myeloblastosis Gene Family and Its Response to Cadmium Stress in Ipomoea aquatica. Front. Plant Sci. 2022, 13, 979988. [Google Scholar] [CrossRef]
  28. Liang, J.; Fang, Y.; An, C.; Yao, Y.; Wang, X.; Zhang, W.; Liu, R.; Wang, L.; Aslam, M.; Cheng, Y.; et al. Genome-Wide Identification and Expression Analysis of the bHLH Gene Family in Passion Fruit (Passiflora edulis) and Its Response to Abiotic Stress. Int. J. Biol. Macromol. 2023, 225, 389–403. [Google Scholar]
  29. Ain-Ali, Q.-U.; Mushtaq, N.; Amir, R.; Gul, A.; Tahir, M.; Munir, F. Genome-Wide Promoter Analysis, Homology Modeling and Protein Interaction Network of Dehydration Responsive Element Binding (DREB) Gene Family in Solanum tuberosum. PLoS ONE 2021, 16, e0261215. [Google Scholar] [CrossRef]
  30. Wei, K.; Chen, H. Comparative Functional Genomics Analysis of bHLH Gene Family in Rice, Maize and Wheat. BMC Plant Biol. 2018, 18, 309. [Google Scholar] [CrossRef]
  31. Chen, X.; Yao, C.; Liu, J.; Liu, J.; Fang, J.; Deng, H.; Yao, Q.; Kang, T.; Guo, X. Basic Helix-Loop-Helix (bHLH) Gene Family in Rye (Secale cereale L.): Genome-Wide Identification, Phylogeny, Evolutionary Expansion and Expression Analyses. BMC Genom. 2024, 25, 67. [Google Scholar] [CrossRef]
  32. Quan, X.; Meng, C.; Zhang, N.; Liang, X.; Li, J.; Li, H.; He, W. Genome-Wide Analysis of Barley bHLH Transcription Factors and the Functional Characterization of HvbHLH56 in Low Nitrogen Tolerance in Arabidopsis. Int. J. Mol. Sci. 2023, 24, 9740. [Google Scholar] [CrossRef]
  33. Ke, Y.; Wu, Y.; Zhou, H.; Chen, P.; Wang, M.; Liu, M.; Li, P.; Yang, J.; Li, J.; Du, H. Genome-Wide Survey of the bHLH Super Gene Family in Brassica napus. BMC Plant Biol. 2020, 20, 115. [Google Scholar] [CrossRef] [PubMed]
  34. Sun, H.; Fan, H.; Ling, H. Genome-Wide Identification and Characterization of the bHLH Gene Family in Tomato. BMC Genom. 2015, 16, 9. [Google Scholar] [CrossRef] [PubMed]
  35. Bailey, P.C.; Martin, C.; Toledo-Ortiz, G.; Quail, P.H.; Huq, E.; Heim, M.A.; Jakoby, M.; Werber, M.; Weisshaar, B. Update on the Basic Helix-Loop-Helix Transcription Factor Gene Family in Arabidopsis thaliana. Plant Cell 2003, 15, 2497. [Google Scholar] [CrossRef]
  36. Huang, X.; Su, L.; Xian, B.; Yu, Q.; Zhang, M.; Fan, J.; Zhang, C.; Liu, Y.; He, H.; Zhong, X.; et al. Genome-Wide Identification and Characterization of the Sweet Orange (Citrus sinensis) Basic Helix-Loop-Helix (bHLH) Family Reveals a Role for CsbHLH085 as a Regulator of Citrus Bacterial Canker Resistance. Int. J. Biol. Macromol. 2024, 267, 131442. [Google Scholar] [CrossRef]
  37. Zhan, H.; Liu, H.; Ai, W.; Han, X.; Wang, Y.; Lu, X. Genome-Wide Identification and Expression Analysis of the bHLH Transcription Factor Family and Its Response to Abiotic Stress in Mongolian Oak (Quercus mongolica). Curr. Issues Mol. Biol. 2023, 45, 1127. [Google Scholar] [CrossRef]
  38. Xue, G.; Fan, Y.; Zheng, C.; Yang, H.; Feng, L.; Chen, X.; Yang, Y.; Yao, X.; Weng, W.; Kong, L.; et al. bHLH Transcription Factor Family Identification, Phylogeny, and Its Response to Abiotic Stress in Chenopodium quinoa. Front. Plant Sci. 2023, 14, 1171518. [Google Scholar] [CrossRef]
  39. Zhao, L.; Bi, W.; Jia, Y.; Shi, J.; Chi, Y.; Yu, M.; Wang, C. Genome-Wide Characterization of bHLH Family Genes and Expression Analysis in Response to Osmotic Stress in Betula platyphylla. Plants 2023, 12, 3687. [Google Scholar] [CrossRef]
  40. Zhou, X.; Liao, Y.; Kim, S.-U.; Chen, Z.; Nie, G.; Cheng, S.; Ye, J.; Xu, F. Genome-Wide Identification and Characterization of bHLH Family Genes from Ginkgo biloba. Sci. Rep. 2020, 10, 13723. [Google Scholar] [CrossRef]
  41. Tan, C.; Qiao, H.; Ma, M.; Wang, X.; Tian, Y.; Bai, S.; Hasi, A. Genome-Wide Identification and Characterization of Melon bHLH Transcription Factors in Regulation of Fruit Development. Plants 2021, 10, 2721. [Google Scholar] [CrossRef]
  42. Dong, H.; Chen, Q.; Dai, Y.; Hu, W.; Zhang, S.; Huang, X. Genome-Wide Identification of PbrbHLH Family Genes, and Expression Analysis in Response to Drought and Cold Stresses in Pear (Pyrus bretschneideri). BMC Plant Biol. 2021, 21, 86. [Google Scholar] [CrossRef]
  43. Liu, W.; Yi, Y.; Zhuang, J.; Ge, C.; Cao, Y.; Zhang, L.; Liu, M. Genome-Wide Identification and Transcriptional Profiling of the Basic Helix-Loop-Helix Gene Family in Tung Tree (Vernicia fordii). PeerJ 2022, 10, e13981. [Google Scholar] [CrossRef] [PubMed]
  44. Fan, Y.; Lai, D.; Yang, H.; Xue, G.; He, A.; Chen, L.; Feng, L.; Ruan, J.; Xiang, D.; Yan, J.; et al. Genome-Wide Identification and Expression Analysis of the bHLH Transcription Factor Family and Its Response to Abiotic Stress in Foxtail Millet (Setaria italica L.). BMC Genom. 2021, 22, 778. [Google Scholar] [CrossRef]
  45. Xu, G.; Guo, C.; Shan, H.; Kong, H. Divergence of Duplicate Genes in Exon–Intron Structure. Proc. Natl. Acad. Sci. USA 2012, 109, 1187–1192. [Google Scholar] [CrossRef]
  46. Wang, P.; Su, L.; Gao, H.; Jiang, X.; Wu, X.; Li, Y.; Zhang, Q.; Wang, Y.; Ren, F. Genome-Wide Characterization of bHLH Genes in Grape and Analysis of Their Potential Relevance to Abiotic Stress Tolerance and Secondary Metabolite Biosynthesis. Front. Plant Sci. 2018, 9, 64. [Google Scholar] [CrossRef]
  47. Yang, M.; Zhou, C.; Yang, H.; Kuang, R.; Huang, B.; Wei, Y. Genome-Wide Analysis of Basic Helix-Loop-Helix Transcription Factors in Papaya (Carica papaya L.). PeerJ 2020, 8, e9319. [Google Scholar] [CrossRef]
  48. Zhang, L.; Chen, W.; Liu, R.; Shi, B.; Shu, Y.; Zhang, H. Genome-Wide Characterization and Expression Analysis of bHLH Gene Family in Physic Nut (Jatropha curcas L.). PeerJ 2022, 10, e13786. [Google Scholar] [CrossRef]
  49. Li, X.; Xue, C.; Li, J.; Qiao, X.; Li, L.; Yu, L.; Huang, Y.; Wu, J. Genome-Wide Identification, Evolution and Functional Divergence of MYB Transcription Factors in Chinese White Pear (Pyrus Bretschneideri). Plant Cell Physiol. 2016, 57, 824–847. [Google Scholar] [CrossRef]
  50. Sun, H.; Pang, B.; Yan, J.; Wang, T.; Wang, L.; Chen, C.; Li, Q.; Ren, Z. Comprehensive Analysis of Cucumber Gibberellin Oxidase Family Genes and Functional Characterization of CsGA20ox1 in Root Development in Arabidopsis. Int. J. Mol. Sci. 2018, 19, 3135. [Google Scholar] [CrossRef]
  51. Chen, F.; Hu, Y.; Vannozzi, A.; Wu, K.; Cai, H.; Qin, Y.; Mullis, A.; Lin, Z.; Zhang, L. The WRKY Transcription Factor Family in Model Plants and Crops. Crit. Rev. Plant Sci. 2017, 36, 311–335. [Google Scholar] [CrossRef]
  52. Starr, T.K.; Jameson, S.C.; Hogquist, K.A. Positive and Negative Selection of T Cells. Annu. Rev. Immunol. 2003, 21, 139–176. [Google Scholar] [CrossRef]
  53. Ding, A.; Ding, A.; Li, P.; Wang, J.; Cheng, T.; Bao, F.; Zhang, Q. Genome-Wide Identification and Low-Temperature Expression Analysis of bHLH Genes in Prunus mume. Front. Genet. 2021, 12, 762135. [Google Scholar] [CrossRef]
  54. Fu, N.; Wang, L.; Sun, Q.; Wang, Q.; Zhang, Y.; Han, X.; Yang, Q.; Ma, W.; Tong, Z.; Zhang, J. Genome-Wide Identification of the bHLH Transcription Factor Family and the Regulatory Roles of PbbHLH74 in Response to Drought Stress in Phoebe bournei. Int. J. Biol. Macromol. 2024, 283, 137760. [Google Scholar] [CrossRef]
  55. Luo, X.; Dai, Y.; Xian, B.; Xu, J.; Zhang, R.; Rehmani, M.S.; Zheng, C.; Zhao, X.; Mao, K.; Ren, X.; et al. PIF4 Interacts with ABI4 to Serve as a Transcriptional Activator Complex to Promote Seed Dormancy by Enhancing ABA Biosynthesis and Signaling. J. Integr. Plant Biol. 2024, 66, 909–927. [Google Scholar] [CrossRef] [PubMed]
  56. Verma, V.; Ravindran, P.; Kumar, P.P. Plant Hormone-Mediated Regulation of Stress Responses. BMC Plant Biol. 2016, 16, 86. [Google Scholar] [CrossRef]
  57. Shu, K.; Liu, X.; Xie, Q.; He, Z. Two Faces of One Seed: Hormonal Regulation of Dormancy and Germination. Mol. Plant 2016, 9, 34–45. [Google Scholar] [CrossRef]
  58. Chen, K.; Li, G.; Bressan, R.A.; Song, C.; Zhu, J.; Zhao, Y. Abscisic Acid Dynamics, Signaling, and Functions in Plants. Invit. Expert Rev. 2020, 62, 25–54. [Google Scholar] [CrossRef]
  59. Sano, N.; Marion-Poll, A. ABA Metabolism and Homeostasis in Seed Dormancy and Germination. Int. J. Mol. Sci. 2021, 22, 5069. [Google Scholar] [CrossRef]
  60. Concha, C.M.; Figueroa, N.E.; Poblete, L.A.; Oñate, F.A.; Schwab, W.; Figueroa, C.R. Methyl Jasmonate Treatment Induces Changes in Fruit Ripening by Modifying the Expression of Several Ripening Genes in Fragaria chiloensis Fruit. Plant Physiol. Biochem. 2013, 70, 433–444. [Google Scholar] [CrossRef]
  61. Li, H.; Sun, J.; Xu, Y.; Jiang, H.; Wu, X.; Li, C. The bHLH-Type Transcription Factor AtAIB Positively Regulates ABA Response in Arabidopsis. Plant Mol. Biol. 2007, 65, 655–665. [Google Scholar] [CrossRef]
  62. Mei, S.; Zhang, M.; Ye, J.; Du, J.; Jiang, Y.; Hu, Y. Auxin Contributes to Jasmonate-Mediated Regulation of Abscisic Acid Signaling during Seed Germination in Arabidopsis. Plant Cell 2022, 35, 1110–1133. [Google Scholar] [CrossRef]
  63. Yang, L.; Liu, S.; Lin, R. The Role of Light in Regulating Seed Dormancy and Germination. J. Integr. Plant Biol. 2020, 62, 1310–1326. [Google Scholar] [CrossRef] [PubMed]
  64. Godo, T.; Fujiwara, K.; Guan, K.; Miyoshi, K. Effects of Wavelength of LED-Light on in Vitro Asymbiotic Germination and Seedling Growth of Bletilla ochracea Schltr. (Orchidaceae). Plant Biotechnol. 2011, 28, 397–400. [Google Scholar] [CrossRef]
  65. Katahata, S.-I.; Naramoto, M.; Kakubari, Y.; Mukai, Y. Photosynthetic Capacity and Nitrogen Partitioning in Foliage of the Evergreen Shrub Daphniphyllum humile along a Natural Light Gradient. Tree Physiol. 2007, 27, 199–208. [Google Scholar] [CrossRef]
  66. Brantley, S.; Young, D. Contribution of Sunflecks Is Minimal in Expanding Shrub Thickets Compared to Temperate Forest. Ecology 2009, 90, 1021–1029. [Google Scholar] [CrossRef]
  67. Castelain, M.; Hir, R.L.; Bellini, C. The non-DNA-binding bHLH Transcription Factor PRE3/bHLH135/ATBS1/TMO7 Is Involved in the Regulation of Light Signaling Pathway in Arabidopsis. Physiol. Plant. 2012, 145, 450–460. [Google Scholar] [CrossRef]
  68. Liu, F.; Zhang, H.; Ding, L.; Soppe, W.J.; Xiang, Y. REVERSAL OF RDO5 1, a Homolog of Rice Seed Dormancy4, Interacts with bHLH57 and Controls ABA Biosynthesis and Seed Dormancy in Arabidopsis. Plant Cell 2020, 32, 1933. [Google Scholar] [CrossRef]
  69. Ni, M.; Tepperman, J.M.; Quail, P.H. PIF3, a Phytochrome-Interacting Factor Necessary for Normal Photoinduced Signal Transduction, Is a Novel Basic Helix-Loop-Helix Protein. Cell 1998, 95, 657–667. [Google Scholar] [CrossRef]
  70. Oh, E.; Zhu, J.-Y.; Wang, Z.-Y. Interaction between BZR1 and PIF4 Integrates Brassinosteroid and Environmental Responses. Nat. Cell Biol. 2012, 14, 802. [Google Scholar] [CrossRef]
  71. Penfield, S.; Josse, E.-M.; Halliday, K.J. A Role for an Alternative Splice Variant of PIF6 in the Control of Arabidopsis Primary Seed Dormancy. Plant Mol. Biol. 2010, 73, 89–95. [Google Scholar] [CrossRef]
  72. Oh, J.; Park, E.; Song, K.; Bae, G.; Choi, G. Phytochrome Interacting Factor8 Inhibits Phytochrome A-Mediated Far-Red Light Responses in Arabidopsis. Plant Cell 2019, 32, 186. [Google Scholar] [CrossRef]
  73. Zhang, M.; Zhu, J.; Yan, Q. Effects of Light Quality on the Seed Germination of Main Tree Species in a Secondary Forest Ecosystem of Northeast China. Chin. J. Appl. Ecol. 2012, 23, 2625–2631. [Google Scholar]
  74. Huang, M.; Hu, Y.; Liu, X.; Li, Y.; Hou, X. Arabidopsis Leafy Cotyledon1 Mediates Postembryonic Development via Interacting with Phytochrome-Interacting Factor4. Plant Cell 2015, 27, 3099–3111. [Google Scholar] [CrossRef] [PubMed]
  75. Ma, D.; Li, X.; Guo, Y.; Chu, J.; Fang, S.; Yan, C.; Noel, J.P.; Liu, H. Cryptochrome 1 Interacts with PIF4 to Regulate High Temperature-Mediated Hypocotyl Elongation in Response to Blue Light. Proc. Natl. Acad. Sci. USA 2015, 113, 224. [Google Scholar] [CrossRef] [PubMed]
  76. Li, N.; Zhang, Y.; He, Y.; Wang, Y.; Wang, L. Pseudo Response Regulators Regulate Photoperiodic Hypocotyl Growth by Repressing PIF4/5 Transcription. Plant Physiol. 2020, 183, 686. [Google Scholar] [CrossRef]
  77. Lu, X.; Mei, M.; Liu, L.; Xu, X.; Ai, W. The Chromosome-Scale Genome of Magnolia sieboldii K. Koch Provides Insight Into the Evolutionary Position of Magnoliids and Seed Germination. Mol. Ecol. Resour. 2025, 25, e14030. [Google Scholar] [CrossRef]
  78. Mistry, J.; Chuguransky, S.; Williams, L.; Qureshi, M.; Salazar, G.A.; Sonnhammer, E.L.L.; Tosatto, S.C.E.; Paladin, L.; Raj, S.; Richardson, L.J.; et al. Pfam: The Protein Families Database in 2021. Nucleic Acids Res. 2020, 49, D412–D419. [Google Scholar] [CrossRef]
  79. Potter, S.C.; Luciani, A.; Eddy, S.R.; Park, Y.; Lopez, R.; Finn, R.D. HMMER Web Server: 2018 Update. Nucleic Acids Res. 2018, 46, W200–W204. [Google Scholar] [CrossRef]
  80. Gasteiger, E.; Gattiker, A.; Hoogland, C.; Ivanyi, I.; Appel, R.D.; Bairoch, A. ExPASy: The Proteomics Server for in-Depth Protein Knowledge and Analysis. Nucleic Acids Res. 2003, 31, 3784–3788. [Google Scholar] [CrossRef]
  81. Edgar, R.C. MUSCLE: A Multiple Sequence Alignment Method with Reduced Time and Space Complexity. BMC Bioinform. 2004, 5, 113. [Google Scholar] [CrossRef]
  82. Kumar, S.; Stecher, G.; Li, M.; Knyaz, C.; Tamura, K. MEGA X: Molecular Evolutionary Genetics Analysis across Computing Platforms. Mol. Biol. Evol. 2018, 35, 1547–1549. [Google Scholar] [CrossRef]
  83. Bailey, T.L.; Boden, M.; Buske, F.A.; Frith, M.; Grant, C.E.; Clementi, L.; Ren, J.; Li, W.W.; Noble, W.S. MEME SUITE: Tools for Motif Discovery and Searching. Nucleic Acids Res. 2009, 37, W202–W208. [Google Scholar] [CrossRef] [PubMed]
  84. Lescot, M.; Déhais, P.; Thijs, G.; Marchal, K.; Moreau, Y.; de Peer, Y.V.; Rouzé, P.; Rombauts, S. PlantCARE, a Database of Plant Cis-Acting Regulatory Elements and a Portal to Tools for in Silico Analysis of Promoter Sequences. Nucleic Acids Res. 2002, 30, 325–327. [Google Scholar] [CrossRef] [PubMed]
  85. Chen, C.; Wu, Y.; Li, J.; Wang, X.; Zeng, Z.; Xu, J.; Liu, Y.; Feng, J.; Chen, H.; He, Y.; et al. TBtools-II: A “One for All, All for One” Bioinformatics Platform for Biological Big-Data Mining. Mol. Plant 2023, 16, 1733–1742. [Google Scholar] [CrossRef] [PubMed]
  86. Geourjon, C.; Deléage, G. SOPMA: Significant Improvements in Protein Secondary Structure Prediction by Consensus Prediction from Multiple Alignments. Comput. Appl. Biosci. 1995, 11, 681–684. [Google Scholar] [CrossRef]
  87. Huerta-Cepas, J.; Szklarczyk, D.; Heller, D.; Hernández-Plaza, A.; Forslund, S.K.; Cook, H.; Mende, D.; Letunic, I.; Rattei, T.; Jensen, L.J.; et al. eggNOG 5.0: A Hierarchical, Functionally and Phylogenetically Annotated Orthology Resource Based on 5090 Organisms and 2502 Viruses. Nucleic Acids Res. 2019, 47, D309–D314. [Google Scholar] [CrossRef]
  88. Ai, W.; Liu, H.; Wang, Y.; Wang, Y.; Wei, J.; Zhang, X.; Lu, X. Identification of Functional Brassinosteroid Receptor Genes in Oaks and Functional Analysis of QmBRI1. Int. J. Mol. Sci. 2023, 24, 16405. [Google Scholar] [CrossRef]
Figure 1. Distribution of MsbHLH genes in chromosomes and tandem repeat events. Chromosome names were located on the left side of the chromosomes, indicated by HIC_ASM_. The position of each MsbHLH was recorded on the right side of the corresponding chromosome. Chromosome size was indicated by its relative length. Tandem duplicated genes were indicated by black arcs connecting them.
Figure 1. Distribution of MsbHLH genes in chromosomes and tandem repeat events. Chromosome names were located on the left side of the chromosomes, indicated by HIC_ASM_. The position of each MsbHLH was recorded on the right side of the corresponding chromosome. Chromosome size was indicated by its relative length. Tandem duplicated genes were indicated by black arcs connecting them.
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Figure 2. Physicochemical properties of 142 MsbHLH proteins. Maximum values were indicated by red dots and minimum values by blue dots in each figure.
Figure 2. Physicochemical properties of 142 MsbHLH proteins. Maximum values were indicated by red dots and minimum values by blue dots in each figure.
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Figure 3. Phylogenetic analysis of MsbHLHs and AtbHLHs: (A) The phylogenetic tree includes 142 MsbHLH proteins as well as 153 AtbHLH proteins. Purple circles represent MsbHLH, and purple pentagrams represent AtbHLH. Green circles represent bootstrap, ranging from 0 to 1 from small to large, respectively. (B) Number of MsbHLH and AtbHLH in each subfamily.
Figure 3. Phylogenetic analysis of MsbHLHs and AtbHLHs: (A) The phylogenetic tree includes 142 MsbHLH proteins as well as 153 AtbHLH proteins. Purple circles represent MsbHLH, and purple pentagrams represent AtbHLH. Green circles represent bootstrap, ranging from 0 to 1 from small to large, respectively. (B) Number of MsbHLH and AtbHLH in each subfamily.
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Figure 4. Phylogenetic relationships, conserved motifs, contained structural domains, and gene structures of MsbHLHs: (A) Phylogenetic tree of MsbHLH proteins. (B) Distribution of conserved motifs in MsbHLH proteins. A total of 10 motifs were detected and the scale bar indicates 200 aa. (C) Distribution of structural domains in MsbHLHs. (D) Gene structures of MsbHLHs.
Figure 4. Phylogenetic relationships, conserved motifs, contained structural domains, and gene structures of MsbHLHs: (A) Phylogenetic tree of MsbHLH proteins. (B) Distribution of conserved motifs in MsbHLH proteins. A total of 10 motifs were detected and the scale bar indicates 200 aa. (C) Distribution of structural domains in MsbHLHs. (D) Gene structures of MsbHLHs.
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Figure 5. Distribution and collinearity of MsbHLHs in the M. sieboldii chromosomes. The red lines represent the collinearity between MsbHLH genes. The blue boxes represent the M. sieboldii chromosomes. The two boxes inside each chromosome represent its gene density.
Figure 5. Distribution and collinearity of MsbHLHs in the M. sieboldii chromosomes. The red lines represent the collinearity between MsbHLH genes. The blue boxes represent the M. sieboldii chromosomes. The two boxes inside each chromosome represent its gene density.
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Figure 6. Collinearity of bHLH genes between MsbHLH and 6 other species. Gray lines represent collinearity between MsbHLH and other genomes in each plant. Pink lines represent collinearity between bHLH genes. Each box represents the corresponding chromosome: (AF) represent collinearity between MsbHLH and Arabidopsis thaliana, blue-starred waterlily, poplar, tomato, rice, and maize, respectively.
Figure 6. Collinearity of bHLH genes between MsbHLH and 6 other species. Gray lines represent collinearity between MsbHLH and other genomes in each plant. Pink lines represent collinearity between bHLH genes. Each box represents the corresponding chromosome: (AF) represent collinearity between MsbHLH and Arabidopsis thaliana, blue-starred waterlily, poplar, tomato, rice, and maize, respectively.
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Figure 7. MsbHLH protein interaction network based on Arabidopsis direct homologs. Network nodes represent proteins, and all filled nodes represent proteins whose corresponding 3D structures are known or predicted. Each different colored edge represents the source of its interaction. Light blue indicates from databases. Pink represents determined from experimental data. Green is gene neighborhood. Red is gene fusions. Dark blue is gene co-occurrence. Yellow is text mining. Black is co-expression. Purple is protein homology.
Figure 7. MsbHLH protein interaction network based on Arabidopsis direct homologs. Network nodes represent proteins, and all filled nodes represent proteins whose corresponding 3D structures are known or predicted. Each different colored edge represents the source of its interaction. Light blue indicates from databases. Pink represents determined from experimental data. Green is gene neighborhood. Red is gene fusions. Dark blue is gene co-occurrence. Yellow is text mining. Black is co-expression. Purple is protein homology.
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Figure 8. Cis-regulatory elements on the promoters of MsbHLHs: (A) Distribution of cis-regulatory elements in the 2000 bp upstream promoter region of MsbHLHs. (B) Number of cis-regulatory elements on the promoter in each subfamily. The distribution of the three major classes of cis-regulatory elements in each subfamily on the left. The distribution of each cis-acting element in each subfamily on the right.
Figure 8. Cis-regulatory elements on the promoters of MsbHLHs: (A) Distribution of cis-regulatory elements in the 2000 bp upstream promoter region of MsbHLHs. (B) Number of cis-regulatory elements on the promoter in each subfamily. The distribution of the three major classes of cis-regulatory elements in each subfamily on the left. The distribution of each cis-acting element in each subfamily on the right.
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Figure 9. Expression profiles of MsbHLHs genes in different germination stages of M. sieboldii seeds.
Figure 9. Expression profiles of MsbHLHs genes in different germination stages of M. sieboldii seeds.
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Figure 10. qRT-PCR analysis of MsPIFs under different light-quality treatments: (A) Under dark conditions. “C” indicates stratification. “D” indicates dark. Numbers indicate the number of days of treatment, same as below. (B) Under red light conditions. “R” indicates red light, same as below. (C) Under red-far-red-red light conditions. FR indicates far-red light, same as below. (D) Under far-red light conditions. Error lines indicate standard deviation. “ns” indicates no significant difference. Asterisks indicate significant differences in transcript levels compared with 14 d of stratification. (* p < 0.05, ** p < 0.01, *** p < 0.001).
Figure 10. qRT-PCR analysis of MsPIFs under different light-quality treatments: (A) Under dark conditions. “C” indicates stratification. “D” indicates dark. Numbers indicate the number of days of treatment, same as below. (B) Under red light conditions. “R” indicates red light, same as below. (C) Under red-far-red-red light conditions. FR indicates far-red light, same as below. (D) Under far-red light conditions. Error lines indicate standard deviation. “ns” indicates no significant difference. Asterisks indicate significant differences in transcript levels compared with 14 d of stratification. (* p < 0.05, ** p < 0.01, *** p < 0.001).
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Figure 11. Subcellular localization of MsPIFs in tobacco leaves, where pRI101-eGFP is an empty control.
Figure 11. Subcellular localization of MsPIFs in tobacco leaves, where pRI101-eGFP is an empty control.
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Liu, L.; Xu, X.; Yang, X.; Liu, H.; Xu, L.; Ai, W.; Lu, X. Genome-Wide Identification of the bHLH Gene Family in Magnolia sieboldii and Response of MsPIFs to Different Light Qualities. Int. J. Mol. Sci. 2025, 26, 3152. https://doi.org/10.3390/ijms26073152

AMA Style

Liu L, Xu X, Yang X, Liu H, Xu L, Ai W, Lu X. Genome-Wide Identification of the bHLH Gene Family in Magnolia sieboldii and Response of MsPIFs to Different Light Qualities. International Journal of Molecular Sciences. 2025; 26(7):3152. https://doi.org/10.3390/ijms26073152

Chicago/Turabian Style

Liu, Lin, Xin Xu, Xiaohuan Yang, Hanzhang Liu, Lingyi Xu, Wanfeng Ai, and Xiujun Lu. 2025. "Genome-Wide Identification of the bHLH Gene Family in Magnolia sieboldii and Response of MsPIFs to Different Light Qualities" International Journal of Molecular Sciences 26, no. 7: 3152. https://doi.org/10.3390/ijms26073152

APA Style

Liu, L., Xu, X., Yang, X., Liu, H., Xu, L., Ai, W., & Lu, X. (2025). Genome-Wide Identification of the bHLH Gene Family in Magnolia sieboldii and Response of MsPIFs to Different Light Qualities. International Journal of Molecular Sciences, 26(7), 3152. https://doi.org/10.3390/ijms26073152

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