Abstract
Background: A significant family of transcription factors known as WRKY genes include many
physiological functions and environmental adaptations. However, insufficient information was
previously available about the WRKY genes in Lagenaria siceraria, a crucial crop with substantial
economic significance. The recent publication of the whole-genome sequence of L. siceraria has allowed
us to perform a genome-wide investigation of the organization of the WRKY genes in L. siceraria.
Results
In the present study, 57 L. siceraria WRKY (LsiWRKY) genes were identified and given new
names based on their relative chromosomal distribution. The 57 LsiWRKYs were further divided into
three major groups and several subgroups based on their structural and phylogenetic properties.
Segmentation duplication events have played a major role in the expansion of the WRKY gene family in
L. siceraria. Phylogenetic comparisons of the Group III WRKY genes provide valuable insights into the
evolutionary characteristics of WRKY genes in L. siceraria. Additionally, RNA-seq analysis revealed
distinct expression pattern of WRKY genes across different tissues.
Conclusions
This study presents a preliminary analysis of the WRKY gene family in L. siceraria,
including their structural characteristics, evolutionary traits, and tissue-specific expression patterns. The
systematic insights provided here serve as a foundation for further functional studies aimed at enhancing
L. siceraria crops. This knowledge holds promise for improving the cultivation and yield of L. siceraria,
thereby contributing to agricultural advancements.
Keywords
Lagenaria siceraria, WRKY, genome-wide
Background
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Transcription factors (TFs) are the class of proteins that can interact with other regulatory factors or bind
to specific DNA sequences in the promoter regions of genes, thereby regulating the functioning of
various genes and thus involved in downstream target genes regulation process (Franco-Zorrilla et al.,
2014; Li et al., 2015). As an influential form of TFs, the WRKY gene family has been studied for more
than two decades since it was first cloned from sweet potato (Ishiguro et al., 1994) and primarily found
in single-celled algae and plants. They are named as WRKY because the protein sequence contains
several, highly conserved WRKY domains, which include about 60 amino acids. Each and every WRKY
protein that has been identified has one or two WRKY domains at the N-terminus, followed by zinc
finger motifs at the C-terminus (Li et al., 2015). The classification of WRKY proteins into three broad
classes is based on the quantity of WRKY domains and the type of zinc finger sequences (I-III).
Members of group I have two WRKY domains and a zinc-finger motif of the C2H2 type, whereas group
II and group III only have one WRKY domain and follow it with zinc finger motifs of the C2H2 and
C2HC types, respectively (Eulgem et al., 2000). The WRKYs of group II can be further classified into
five different subgroups based on their phylogenetic relationship (IIa-e). Through the identification of
the W-box core sequence (TTGACC/T) within the promoter region of target genes, WRKY transcription
factors exhibit exclusive binding to these target genes (Yu et al., 2001).
According to incomplete statistics, more than 14,500 WRKY proteins have been identified from
165 plant species (Jin et al., 2017). The great majority of WRKY protein research have shown that these
proteins are engaged in a variety of biological and abiotic stress responses as well as playing important
roles in the plant immune system. By way of illustration, increasing the expression of AtWRKY4 can
make plants more susceptible to the biotrophic bacterium Psudomonas siringae (Lai et al., 2008). In
Cucumis, LsiWRKY50 plays a positive role in Pseudoperonospora cubensis resistance involving multiple
signaling pathways (Luan et al., 2019). In comparison to wild-type plants, OsWRKY47 overexpression
can boost rice yield and drought resistance (Raineri et al., 2015). In response to salinity stress,
GmWRKY92, GmWRKY144, and GmWRKY165 would be positively regulated in soybeans (Song et al.,
2016). It has been shown that OsWRKY11 overexpression can increase tolerance to stress caused by high
temperatures (Wu et al., 2009). VvWRKY30 was proved to confer tolerance to salt stress in Vitis vinifera
(Zhu et al., 2019). Moreover, WRKY proteins also participate in additional crucial plant processes, such
as pollen development (Lei et al., 2017), seed size (Luo et al., 2005; Gu et al., 2017), seed dormancy and
germination (Jiang et al., 2009; Xie et al., 2007; Zou et al., 2008), plant development (Johnson et al.,
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2002; Ishida et al., 2007) and leaf senescence (Ay et al., 2009; Brusslan et al., 2012; Yang et al., 2016).
Nearly all WRKY families in angiosperms have undergone significant expansion during evolution due
to the substantial involvement of the WRKY family in a variety of physiological activities. For instance,
there are at least 70 WRKY proteins in Arabidopsis (Eulgem et al., 2000; Dong et al., 2003), 174 in
Glycine max (Yang et al., 2017b; Yang et al., 2017a) and 109 in rice (Wu et al., 2005).
Although a large number of studies have been published on the WRKY gene family, relatively few
have investigated the bottle gourd. One of the major crops in the Cucurbitaceae, the bottle gourd
(Lagenaria siceraria), is a diploid species (2n=2x=22), and it possesses a genome size of 313.4 Mb (Wu
et al., 2017). It is believed to have originated in southern Africa and is now widely grown in the tropical
and subtropical regions (Wu et al., 2017), particularly in the East Asian countries (Kistler et al., 2014).
Due to its beneficial nutritional properties (Loukou et al., 2011) and health properties (Shah et al., 2010),
L. siceraria has a significant potential for usage in medicines. For instance, it hydrates the skin and
decreases edema and knots. It also can be used for food, containers, decorative artefacts or musical
instruments (Mashilo et al., 2017). In order to enhance the cold tolerance and disease resistance of other
cucurbit crops, bottle gourd has recently emerged as a vital rootstock material for grafting (Davis et al.,
2008; King et al., 2008). For instance, the bottle gourd is the recommended rootstock for watermelon,
one of the most widely grown fruits in the world because it controls soil-borne diseases and has no impact
on fruit quality of the fruit (Davis et al., 2008; Fidan et al., 2016). Therefore, the study of important
functional genes in the bottle gourd has aroused substantial interest from researchers. A thorough analysis
of the WRKY gene family in L. siceraria would be crucial due to the significance of the WRKY genes in
many physiological systems. The recent completion of sequencing of the L. siceraria genome provides
an opportunity to reveal the organization and evolutionary traits of the L. siceraria WRKY gene family
at the genome-wide level. In the current work, 57 L. siceraria WRKY genes were discovered, and they
were divided into three major groups. Comprehensive analyses including the exon-intron organization,
motif composition, gene duplication, chromosome distribution, phylogenetic and synteny analysis were
also investigated. Our study provides valuable clues to understand the functional characterization of
members of the WRKY gene family in L. siceraria.
Results
Identification of the WRKY genes in L. siceraria
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In this study, we systematically investigated the WRKY gene family in L. siceraria, one of the largest
families of plant transcription factors. Initially, 61 putative WRKY genes were identified through
BLASTP using Arabidopsis thaliana genes as references (Table S1). Subsequently, redundant and
non-WRKY domain-containing sequences were removed, resulting in the exclusion of specific
sequences (Lsi01G000510.1, Lsi05G005250.1, Lsi09G001980.1, Lsi09G010130.1). Ultimately, 57
WRKY genes were identified and annotated by validating the presence of WRKY domains using the
SMART program. The number of identified WRKY genes in L. siceraria (Table S2) was comparable
to that of other plants, such as Cucumis Melo L. (57 members) (Chen et al., 2021), Cucumis sativus
(57 members) (Ling et al., 2011) and Capsicum annuum L. (61 members) (Cheng et al. 2016). These
57 WRKY genes were successfully mapped to chromosomes 1–11, and based on their chromosomal
locations, they were systematically renamed as LsiWRKY1 to LsiWRKY57 (Fig. 1; Table S2).
Furthermore, we investigated additional essential features of the WRKY proteins, including
their protein sequence length, coding sequence (CDS) length, molecular weight (MW), and
isoelectric point (pI) (Table S3). Among the 57 LsiWRKY proteins, LsiWRKY04 with 119 amino
acids represented the smallest, whereas LsiWRKY44 with 751 amino acids was the largest protein.
The molecular weights of these proteins ranged from 13.125 kDa (LsiWRKY04) to 81.409 kDa
(LsiWRKY44), indicating significant variability in protein sizes. Additionally, the pI of WRKY
proteins spanned from 4.64 (LsiWRKY16) to 9.73 (LsiWRKY38), underscoring the diverse
biochemical properties within this gene family. This comprehensive analysis provides a detailed
overview of the structural characteristics of the identified LsiWRKY proteins, setting the stage for
a deeper understanding of their functional roles in L. siceraria.
Multiple sequence alignment and phylogenetic analysis
In our investigation, we conducted a multiple protein sequence alignment of all 57 LsiWRKY
proteins using Muscle software to explore their evolutionary relationships (Fig. S1). Subsequently,
using MEGAX software with the neighbour-joining method, a phylogenetic tree was constructed
based on the highly conserved WRKY domains of 57 LsiWRKYs and 71 AtWRKYs (Fig. 2). The
phylogenetic analysis revealed that the 57 LsiWRKYs could be categorized into three major groups
analogous to the grouping in Arabidopsis as defined by Eulgem et al. (2000) (Fig. 2). Specifically,
8 LsiWRKY proteins were classified into group I, 39 into group II, and 7 into group III, while 3
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remained unclassified (Fig. 3). In group I, the 8 members shared C2H2-type zinc-finger motifs (C-
X4-C-X22–23-H-X-H) and possessed both N-terminal and C-terminal WRKY domains. Group II,
comprising the majority of LsiWRKYs, was further divided into five subgroups (IIa-IIe). These
subgroups exhibited variations in the C2H2-type zinc-finger motifs and contained different numbers
of WRKY domains (4 WRKY proteins belonged to IIa, 5 to IIb, 17 to IIc, 7 to IId, and 6 to IIe).
Notably, subgroup IIc was the most abundant, mirroring the grouping pattern observed in
AtWRKYs. Group III, distinctive due to the zinc-finger motif C2HC: C-X-C-X23-H-X-C,
comprised 7 LsiWRKY members, each possessing one WRKY domain.
Interestingly, our analysis identified a potential R-protein WRKY, LsiWRKY34 from group
IIc tightly clustered with AtWRKY19, characterized by the presence of the 'leucine-rich repeat'
(LRR) motif, commonly found in resistance (R) proteins (Fig. 3). This suggests a putative role for
LsiWRKY34 in L. siceraria's response to biotic or abiotic stresses, akin to the known R-protein
WRKYs in Arabidopsis (Rinerson et al., 2015; Lobo et al., 2017).
Furthermore, we scrutinized the conserved domain "WRKYGQK", a hallmark of WRKY
transcription factors, based on the grouping information. While most LsiWRKYs exhibited the
WRKYGQK variant, indicating Q to K substitutions, three LsiWRKYs (LsiWRKY04,
LsiWRKY52, LsiWRKY46) in subgroup IIc displayed WRKYGKK variants (Fig. S1).
Additionally, LsiWRKY54 from group I exhibited the mutant WYMRCQM sequence (Fig. S1).
These variations, observed mainly in subgroup IIc, mirrored findings in other plant species like
peanuts and soybeans, highlighting the sensitivity of WRKY domains in this subgroup to mutations
(Song et al., 2016). Furthermore, our analysis revealed certain WRKY domains with substantial
sequence variation, leading to their classification into an unclassified group. The origin of these
variations could be attributed to potential issues in genomic sequencing or gene prediction programs,
warranting further investigation. Overall, these findings shed light on the diversity within the
LsiWRKY gene family, providing valuable insights into their evolutionary patterns and functional
significance.
Gene structure and motif composition of L. siceraria WRKY gene family
The MEME (Multiple EM for Motif Elicitation) tool was employed to reveal the conserved motifs
among 57 LsiWRKY proteins in order to more fully characterize the structure of the WRKY
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domains. In total, ten conserved motifs, labeled as Motifs 1 through 10, were identified (Fig. 4).
These motifs varied in width, spanning 21 to 44 amino acids residues, and were represented by
distinct colored boxes (Fig. 4). Among these motifs, Motifs 1 and 3 encoded the conserved WRKY
domain, while Motifs 2 and 4 encoded the conserved zinc finger structure. All LsiWRKY proteins
have one or two WRKY motifs (Fig. 5). Additionally, conserved motifs (Motifs 4–10) were
identified in various LsiWRKY proteins. Furthermore, motif 1 was prevalent in almost all
LsiWRKYs except for three unclassified genes and LsiWRKY04, LsiWRKY05, LsiWRKY30,
LsiWRKY52 (Fig. 5). Each LsiWRKY protein harbored at least two conserved motifs, and some
contained as many as six motifs (Fig. 5).
Distinct distributions of conserved motifs were observed across different LsiWRKY groupings.
For example, group I LsiWRKYs exhibited 3 to 6 motifs (Motifs 1, 2, 3, 4, and 5), with each member
in this group possessing at least one of Motifs 1 and 3, as well as at least one of Motifs 2 and 4 (Fig.
5). Notably, Motif 4 was unique to the group I LsiWRKY proteins (Fig. 5). Motif 9 was exclusively
present in Group III and subgroup IId, while Group I and subgroups IIb and IIc contained either
Motif 4 or Motif 8 (Fig. 5). Subgroups IIa and IIb predominantly featured Motif 7 (Fig. 5). The
conservation of motif types within the same group indicated similar functionalities among members.
Studies have shown that the intron-exon structure of multiple gene families plays an important
role in plant evolution (Wang et al., 2023; Safder et al., 2021). In order to further understand the
structural features of the WRKY family in L. siceraria, we investigated the exon-intron structures of
identified LsiWRKY gene. It is obviously that all LsiWRKY genes exhibit two to six exons, with none
having only one exon (Fig. 5). Generally, genes within the same group share a similar structure, as
highlighted in brown for group I members (Fig. 5). Intriguingly, each WRKY domain in LsiWRKY
genes possessed an intron, except for specific genes such as LsiWRKY42, 20, 29, 53, 52, 57, 48, 7,
5, and 4, and 34 (Fig. 5). Intron distributions and phase coincided with the alignment of the
LsiWRKY genes clusters. V-type intron (phase-0 intron) were found in group IIa and II, while R-
type intron (phase-1 intron) akin to those in rice and Arabidopsis, were prevalent in other groups
(group I, IIc, IId, IIe and III) (Rinerson et al., 2015), with N-terminal WRKY domains of group I
lacking introns (Fig. 5).
Chromosomal distribution of LsiWRKY genes
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Based on the information about the location of the genes on the chromosomes, we determined the
positional distribution of the 57 LsiWRKYs on 11 chromosomes in the L. siceraria genome. From
the outputs of the MEME motif analysis, a schematic representation of the structure of all LsiWRKY
proteins was constructed. With the exception of Motifs 1 and 2, which are broadly dispersed
LsiWRKY domains, the distribution of LsiWRKY members within the same group is visualized
across all L. siceraria chromosomes (Fig. 1; Fig. 5). We found that the distribution of WRKY genes
on each chromosome was not uniform and dense (Fig. 1). Notably, chromosome 9 harbored only
one LsiWRKY gene, whereas chromosome 5 exhibited the largest number of LsiWRKY genes (n=10),
which accounted for 17.5% of all LsiWRKY genes. In addition, chromosomes 1, 4 and 7 contain the
same number of LsiWRKY genes, each hosting 6 LsiWRKY loci. Interestingly, several regions of
high LsiWRKY gene density were found on some chromosomes, including 1, 3, and 5, suggesting
potential WRKY gene hotspots in the genome.
Expression of WRKY gene family in different tissues of L. siceraria
Previous studies have indicated substantial variation in the expression levels and roles of WRKY
genes across different tissue (Wang et al., 2019; Fan et al., 2018). To explore the expression patterns
of different WRKY genes in L. siceraria tissues, we analyzed 10 sample replicates (three fruits, two
stems, three leaves and two roots) using R (v 4.2.3). Our analysis revealed diverse expression
patterns among different WRKY gene groups.
In group I, several genes exhibited high expression across all tissues. Notably, LsiWRKY10
displayed elevated expression levels in both fruits and stems, while LsiWRKY19 and LsiWRKY37
exhibited lower expression in leaves (Fig. 6). Subgroup IIa genes, with the exception of LsiWRKY48
and LsiWRKY49, were highly expressed in all tissues. Conversely, subgroup IIb genes displayed
relatively lower expression in all tissues. Subgroup IIc genes exhibited notable functional
differentiation, resulting in significant expression variations across tissues. Subgroup IId genes,
except for LsiWRKY31, showed high expression levels in all tissues, indicating a limited role in leaf
development. Subgroups IIe and IIa demonstrated similar expression patterns, being expressed in
all tissues. Group III featured high expression of LsiWRKY35 and LsiWRKY11, whereas LsiWRKY20
exhibited high expression in roots and stems, with other genes displaying lower expression. Genes
in the unclassified group exhibited high expression levels in all four tissues, except for LsiWRKY53
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(Fig. 6).
Discussion
WRKY genes are a family of transcription factors found in all plant species as they play crucial roles
in regulating plant development and responses to biotic and abiotic stresses. In this study, we used
a genome-wide search which identified 57 putative WRKY genes in L. siceraria, a plant species of
economic importance. Through phylogenetic and structural analyses, we categorized the WRKY
genes into three groups with several subgroups on the basis of phylogenies and the basic structure
of the WRKY domains. Notably, we found that the Group I WRKY proteins in L. siceraria retained
both WRKY domains and did not undergo any domain loss events during evolution, in contrast to
what has been observed in other plant species. These findings shed light on the evolutionary history
of the WRKY gene family in L. siceraria, and provide a basis for further investigations into the
functional diversity and regulation of these genes in response to different environmental stimuli.
Previous studies have suggested that N-terminal WRKY domains exhibit weak DNA-binding
activity and are more variable during evolution. Among the different subgroups of WRKY, Group
I, which contains two WRKY domains, is considered to be the most ancient member that occurred
during the evolution of WRKY. The WRKYs in subgroup IIa and IIb are believed to have originated
from an algal single WRKY domain or from the other Group I derived lineage (Rinerson et al.,
2015; Waqas et al., 2019). Members of subgroup IIc evolved from WRKYs in subgroup II that
lacked N-terminal domains. However, the origin of each type of WRKY protein in L. siceraria is
currently unknown. Although WRKY domains are strongly conserved among WRKY proteins,
LsiWRKY proteins exhibit some degree of structural divergence. The heptapeptide WRKYGQK is
the typical domain of the WRKY family, but three variants of this domain, including WRKYGKK,
have been identified in several LsiWRKY proteins in subgroup IIc. Similar variants of the WRKY
domain have also been found in other plant species (Li et al., 2015; Guo et al., 2014; Yue et al.,
2016; Zou et al., 2016), suggesting that these variants may confer multiple biological functions to
WRKY gene family (Wu et al., 2017).
Subgroup IIa contains seven LsiWRKY genes and is phylogenetically closer to subgroup IIb
than to subgroups IIc. This classification is supported by the fact that the WRKY domains of
subgroup IIa and subgroup IIb maintain a similar consensus structure (Fig. S1). In addition, the
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Results
of the dual phylogeny (Fig. 2) also showed anomalies compared to the results of the single
species phylogeny (Fig. 3), particularly with regard to the positions of LsiWRKY30, LsiWRKY06,
and ATWRKY49 which clustered together. LsiWRKY30 should belong to Group Ⅰ, LsiWRKY06 to
subgroup Ⅱc, and ATWRKY49 to subgroup Ⅱc (Wang et al., 2014; Chen et al., 2020). Based on
the close relationship between LsiWRKY06 and ATWRKY49 and both of which belong to subgroup
Ⅱc, it appears that LsiWRKY30 was misclassified as subgroup Ⅱc. This may be due to the
Introduction
of ATWRKY49 in the single-species phylogenetic tree resulting in sequence variation
in the WRKY structural domain of LsiWRKY30 and LsiWRKY06 that was not evident during the
tree construction, and the phylogenetic software used was not precise enough. Future studies should
conduct to further differentiate these sequences, which will help to delineate more precise
phylogenetic relationships. Moreover, from an overall perspective, the WRKY domain of
ATWRKY49 forms a separate cluster of its own, which indicates a high degree of divergence
between this domain and other members of the subgroup Ⅱc. The differentiation between
LsiWRKY06 and LsiWRKY30 was also evident, although to a lesser extent. Therefore, the results
suggest that subgroup Ⅱc and Group Ⅰ are closely related genetically and eventually diverged into
two different subgroups (Fig. 2). It is hypothesized that ATWRKY49 is closely related to subgroup
IIc and Group I. Furthermore, the sequence alignment results showed that the WRKY domains of
LsiWRKY29, LsiWRKY53, and LsiWRKY57 contained a large degree of variation, which placed
them in an unclassified subgroup not previously known in the WRKY family (Fig. 3; Fig. 2). It is
worth noting that gene annotation errors may occur (which are rare) due to problems with genome
sequencing or gene prediction software, and further validation is needed to confirm the identity and
function of these WRKY gene.
In addition, we have identified LsiWRKY34 as a chimeric protein that contains both R-protein
and WRKY domains. Chimeric proteins with both domains have been reported in other plant species
and have been implicated in plant defense against diseases and stresses. For example, in barley,
WRKY1/2 inhibited basal defense, but when the Avra10 effector was present, R protein MLA10
and WRKY1/2 interacted in the cell nucleus to suppress the effect of WRKY1/2 on basal defense
and enhance disease resistance (Shen et al., 2007). Similarly, in Arabidopsis, the ATWRKY genes
encodes an NBS-LRR-WRKY protein that acts as a chimeric protein, with the WRKY domain
exhibiting DNA-binding activity (Noutoshi et al., 2005). The presence of R protein-WRKY
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chimeric proteins in L. siceraria suggests a possible role in plant resistance to disease or other
stresses, as has been observed in A. thaliana and barley. However, further investigation is needed
to determine the putative functions of these chimeric proteins in L. siceraria. Overall, the results of
this study have important implications for understanding the environmental resistance in plants and
could potentially lead to the development of new strategies for improving plant productivity and
stress resistance.
Our RNA-seq expression analysis of LsiWRKY genes revealed their presence in all examined
tissues, displaying diverse and distinct expression patterns. Generally, most LsiWRKYs displayed
relatively high abundance in stems and roots, whereas expression levels were comparatively lower
in fruits and leaves. However, specific genes exhibited high expression specifically in fruits and
leaves. Furthermore, except for the subgroup IIc, where gene expression patterns varied
significantly, genes in other subgroups exhibited similar expression patterns, suggesting potential
functional redundancy. Conversely, LsiWRKYs with diverse expression patterns likely fulfill
different biological functions in plant growth and development. These results lay the groundwork
for in-depth analysis of individual WRKY gene expressions in L. siceraria, shedding light on the
intricate regulatory mechanisms within this gene family.
Conclusions
A comprehensive analysis of the WRKY gene family in L. siceraria was performed in the present
study. Fifty-seven full-length WRKY genes were characterized and further classified into three main
groups, with strongly similar exon-intron structures and motif compositions within the same groups
and subgroups. Through phylogenetic comparison of WRKY genes from several different plant
species and tissue-specific expression analysis, we gained valuable clues about the evolutionary
characteristics of L. siceraria WRKY genes. Notably, our identification of a chimeric R-protein-
WRKY protein in L. siceraria suggests a potential role in disease resistance or stress responses,
although further investigation is warranted to fully elucidate its functional significance. The findings
provide a solid foundation for future research, offering promising avenues for enhancing agronomic
traits and bolstering environmental resistance in this pivotal crop species. Furthermore, our study
underscores the broader importance of the WRKY gene family in plant biology, shedding light on
their specific roles in L. siceraria. Overall, this research not only deepens our knowledge of WRKY
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genes but also opens new doors for harnessing their potential in crop improvement, emphasizing
their vital role in the context of plant biology.
Methods
Gene identification
To identify candidate datasets for LsiWRKYs, the L. siceraria whole genome protein database was
analyzed using BLASTP (v 2.14.0+; E-value 1e-10; 71 AtWRKYs protein sequences were used as
a query), where AtWRKYs protein sequences were downloaded from the TAIR database
(https://www.arabidopsis.org). All candidate LsiWRKY protein sequences were eventually
characterized for structural domains through the SMART plugin (http://smart.embl-heidelberg.de/)
of the TBtools platform (https://github.com/CJ-Chen/TBtools) to test the WRKY conserved
domains for integrity, incomplete sequences were excluded from the dataset, and redundant
sequences were further manually removed. Finally, the Expasy ProtParam tool
(http://us.expasy.org/tools/protparam.html) was used to calculate the biophysical properties of the
LsiWRKYs protein sequences, including sequence length, molecular weight and protein isoelectric
point.
Gene structure analysis and chromosome Location
A schematic diagram of the exon-intron organization of L. siceraria WRKY genes was constructed
using the online Gene Structure Display Server (GSDS) (http://gsds.cbi.pku.edu.cn/; accessed time
2023.08.30), in which exon position information was obtained from the genome's annotated ‘gff’
file. After further information on the distribution of LsiWRKY genes on chromosomes was obtained
from the genome annotation files, TBtools was utilized to show the distribution of their positions
on 11 chromosomes.
Multiple sequence alignment and MEME analysis
Multiple WRKY protein sequences of L. siceraria were first aligned using MUSCLE (v 5.1) with
default parameters, and the final results of the alignment were visualized using the Genedoc (v 2.7)
software and presented in Fig S1. Next, to identify conserved motifs in L. siceraria proteins, the
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online MEME program (Multiple Expectation Maximization for Motif Elicitation; http://meme-
suite.org/tools/meme/2023.08.30) was used to identify conserved motifs in the 57 identified L.
siceraria WRKY protein sequences. The maximum value of the basic search was set to 10, and the
optimum width of each motif was limited to 21-44 amino acid residues.
Phylogenetic analysis
To elucidate the evolutionary relationships within the WRKY gene family of L. siceraria, a robust
methodology was employed. Firstly, multi-protein sequence alignments were performed between
A. thaliana and L. siceraria and within L. siceraria itself. Subsequently, phylogenetic trees were
constructed using both neighbor-joining (NJ) and maximum likelihood (ML) algorithms in the
MEGA X software.
For the NJ analysis, the Dayhoff substitution matrix (PAM250) was used, and the reliability of
the constructed trees was verified through 1000 bootstrap replicates, ensuring robustness and
accuracy in the inferred relationships.
In the construction of the ML tree, the best-fit model (JTT+G) was determined from 59 amino
acid substitution models using the modelfinder tool in MEGA X. This careful model selection
process ensured the appropriateness of the chosen model for the dataset. Following model selection,
protein sequence information was integrated, leading to the development of a tree for L. siceraria’s
WRKY proteins, utilizing the ML algorithm. The resulting ML tree was visually represented using
the iTOL tool (https://itol.embl.de/), enhancing the clarity and accessibility of the evolutionary
insights. Additionally, the classification of the LsiWRKY gene family was meticulously conducted
based on the results derived from the phylogenetic tree analysis and the identification of conserved
domains. This rigorous approach ensured a comprehensive understanding of the evolutionary
dynamics and structural features within the WRKY gene family of L. siceraria.
Transcriptome data analyses
Transcriptomic data, comprising three leaf tissues, three fruit seeds, two root tissues, and two stem
tissues, were downloaded from National Center for Biotechnology Information (NCBI,
https://www.ncbi.nlm.nih.gov/). A total of ten transcriptomic data were included in the analysis.
Prior to analysis, the data underwent rigorous filtering using trim_galore (v 1.18;
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https://www.bioinformatics.babraham.ac.uk/projects/trim_galore/). Clean reads were then mapped
to the L. siceraria genome using HISAT2 (v 2.2.1). The resultant data were assembled using
featureCounts (v 2.0.6). For quantification, the expression value of each gene was measured in
Transcripts Per Kilobase per Million mapped reads (TPM) and calculated using the R (v 4.2.3). R
package Heatmap was employed to create an expression level heatmap for different tissues based
on log2(TPM+1) data.
Acknowledgements
This study was supported by Northwest Minzu University Talent Introduction Project
(Z2101707), the National Natural Science Foundation of China (grant no. 32001085)
and Fundamental Research Funds for Central Universities (grant no. lzujbky-2020-34).
Supplementary Material
Fig. 1. Mapping of the WRKY gene family on L. siceraria chromosomes. The size of a
chromosome is indicated by its relative length.
Fig. 2. The neighbor joining phylogenetic tree of WRKY family genes of Arabidopsis thaliana and
L. siceraria. Each WRKY group is labeled with different colors.Solid triangles represent L.
siceraria and hollow triangles represent Arabidopsis thaliana.
Fig. 3. Phylogenetic tree of LsiWRKY proteins in L. siceraria using the neighbor joining method
by MEGA X.
Fig. 4. Schematic diagram of conserved motif of WRKY protein in L. siceraria,including the
motif logos, consensus sequence widths in aa, and E-values.
Fig. 5. Comprehensive schmatic diagram of phylogenetic clustering,conserved protein motifs,
LsiWRKYs gene structure. Left panel: the phylogenetic tree was constructed from the WRKY
domain sequences of LsiWRKY proteins. Different colors represent different categories. Middle
panel: the motifs are represented by different colored boxes with corresponding numbers. Right
panel: gene structure of LsiWRKY. Untranslated 5 ′- and 3 ′-regions, exons, introns, WRKY
domains, Plant-zn-clust and WRKY superfamily are indicated by green boxes, yellow boxes, black
lines, pink boxes, blue-green boxes and red boxes, respectively. Intron phases 0, 1, and 2 are
indicated by numbers 0, 1 and 2, respectively.
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Fig. 6. The heatmap of expression levels of 57 WRKY genes in L. siceraria.
Fig. S1. Schematic diagram of multiple-sequence alignment of conserved WRKY domains. Top
panel:the conserved N-terminal LsiWRKY domains of different groups in L. siceraria.And
highlight for the variant YMRC sequence. Bottom panel: the conserved C-terminal LsiWRKY
domains of different groups in L. siceraria. That belong to the same group are clustered together
and marked with different colors. The conserved amino acids are highlight with homochromatic
background.
Fig. S2. LsiWRKY proteins domains prediction.
Table S1. List of the 61 putative WRKY genes were initially identified.
Table S2. List of the 57 LsiWRKY genes identified in this study.
Table S3. Physicochemical property of LsiWRKY proteins and grouping.
Table S4. Results of predicting the conserved domain of LsiWRKY genes using the CD-search tool.
Table S5. ten transcriptome data and their download sources.
Conflicts of Interest
The authors declare that they have no conflicts of interest.
Funding
The author(s) declare that financial support was received for the research and/or
publication of this article. The work is supported by the Northwest Minzu University
Talent Introduction Project (Z2101707) and Innovative Fund Project for University
Teachers in 2024 (2024B-031).
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