<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">AJPS</journal-id><journal-title-group><journal-title>American Journal of Plant Sciences</journal-title></journal-title-group><issn pub-type="epub">2158-2742</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ajps.2022.1311094</article-id><article-id pub-id-type="publisher-id">AJPS-121612</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Biomedical&amp;Life Sciences</subject></subj-group></article-categories><title-group><article-title>
 
 
  Elaborating the Functional Roles of a Leucine-Rich Repeat Protein from &lt;i&gt;Arabidopsis thaliana&lt;/i&gt;
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Angela</surname><given-names>Sibanda-Makuvise</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Tshegofatso</surname><given-names>B. Dikobe</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Katlego</surname><given-names>S. Sehlabane</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Enetia</surname><given-names>D. Bobo</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Neo</surname><given-names>M. Mametja</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Mutsa</surname><given-names>M. Takundwa</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>David</surname><given-names>T. Kawadza</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Oziniel</surname><given-names>Ruzvidzo</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Thembekile</surname><given-names>Ncube</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>Department of Botany, North-West University, Mmabatho, South Africa</addr-line></aff><aff id="aff2"><addr-line>Department of Applied Biology and Biochemistry, National University of Science and Technology, Bulawayo, Zimbabwe</addr-line></aff><pub-date pub-type="epub"><day>18</day><month>11</month><year>2022</year></pub-date><volume>13</volume><issue>11</issue><fpage>1381</fpage><lpage>1401</lpage><history><date date-type="received"><day>29,</day>	<month>September</month>	<year>2022</year></date><date date-type="rev-recd"><day>27,</day>	<month>November</month>	<year>2022</year>	</date><date date-type="accepted"><day>30,</day>	<month>November</month>	<year>2022</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  Plants, just like any other living organism, naturally get attacked by various pathogenic microorganisms such as bacteria, fungi and viruses. However, unlike animals that utilize their specialized circulatory macrophage system to protect themselves, plants instead use a multi-layered complex system termed the plant innate immunity, which recognizes pathogens and transducing downstream defense responses. They have developed a unique type of trans-
  membrane receptors or R proteins, which extracellularly, are capable of recognizing pathogen-associated molecular patterns (PAMP) such as flagellin and chitin, while intracellularly, they activate their harbored nucleotide cyclases (NCs) such as adenylyl cyclases (ACs), to generate second messenger molecules such as 3
  ’
  ,5
  ’
  -cyclic 
  adenosine monophosphate (cAMP), which then propagates and magnifies the defense response. To date, only a single R protein from Arabidopsis thaliana (AtLRR) has been shown to possess AC activity as well as having the ability to defend plants against infection by biotrophic and hemi-biotrophic pathogens. Therefore, in order to further broaden information around the functional roles of this protein (AtLRR), we explored it further, using an array of web-based tools or bioinformatics. These included structural analysis, anatomical expression analysis, developmental expression analysis, co-expression analysis, functional enrichment analysis, stimulus-
  specific expression analysis and promoter analysis. Findings from structural analysis showed that AtLRR is a multi-domain, trans-membrane molecule that is multi-functional, and thus consistent with all known R-proteins. Findings from anatomical and developmental expression analyses showed that AtLRR is mostly expressed in pollen grains and flowers, senescing leaves as well as during the development of seeds, shoots, roots, seedlings, leaves, flowers, and siliques, linking it to the three key plant physiological processes of reproduction, defense and development respectively. Lastly, findings from co-expression, functional enrichment, stimulus-specific expression and promoter analyses, showed that AtLRR is mostly co-expressed with several other proteins linked to disease resistance, plant reproduction and plant development. Activities and functions of such protein are also commonly regulated by cAMP via a common W-box promoter. So, all in all, our study managed to establish that besides being strongly involved in disease resistance against biotrophic and hemi-biotrophic pathogens, AtLRR also plays key roles in plant development (seed, shoot, root, seedling, leaf, and silique development) and reproduction (flowering, and pollen tube growth and re-orientation), whereby it effects its functions via a W-box or WRKY transcription factor, TTGACY, mediated by cAMP.
 
</p></abstract><kwd-group><kwd>Disease Resistance</kwd><kwd> Adenylyl Cyclase</kwd><kwd> R-Proteins</kwd><kwd> AtLRR</kwd><kwd> Plant Development</kwd><kwd> Plant Reproduction</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>In nature, plants are attacked by various pathogenic microorganisms that include bacteria, fungi and nematodes [<xref ref-type="bibr" rid="scirp.121612-ref1">1</xref>]. However, unlike animals that utilize their specialized circulatory macrophage system to protect themselves, plants instead use a multi-layered complex system termed plant innate immunity, that recognizes pathogens and transducing downstream defense responses [<xref ref-type="bibr" rid="scirp.121612-ref1">1</xref>]. Ideally, this plant innate immune system is divided into two; the first-line or basal immunity and the second-line immunity [<xref ref-type="bibr" rid="scirp.121612-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref2">2</xref>].</p><p>First-line or basal immunity comes into action when pathogen/microbial-associated molecular patterns (PAMPs/MAMPs) such as the bacterial flagellin, fungal lipopolysaccharide or oomycetic cellulose binding elicitor proteins are recognized extracellularly by plant transmembrane receptors, termed pattern recognition receptors (PRRs) [<xref ref-type="bibr" rid="scirp.121612-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref3">3</xref>]. Once triggered, the PRRs catalyze the production of cyclic nucleotide monophosphates (cNMP) i.e., 3’,5’-cyclic adenosine monophosphate (cAMP) and 3’,5’-cyclic guanosine monophosphate (cGMP) at their cytosolic end, which then facilitate entry of Ca<sup>2+</sup> ions through the cyclic nucleotide gated ion channels (CNGCs) [<xref ref-type="bibr" rid="scirp.121612-ref4">4</xref>]. The increase in cytosolic Ca<sup>2+</sup> ion concentration is an important primary event in pathogen signalling, that triggers downstream innate immune responses [<xref ref-type="bibr" rid="scirp.121612-ref5">5</xref>]. As the free cytosolic Ca<sup>2+</sup> increases, the amount of Ca<sup>2+</sup> bound to calmodulin (CaM) or calmodulin-like (CML) protein also increases, which then triggers the synthesis of downstream signalling components such as nitric oxide (NO) and hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>), essential for the initiation and development of the hypersensitive response (HR) [<xref ref-type="bibr" rid="scirp.121612-ref5">5</xref>]. HR is essentially a collection of plant defense responses against pathogen infection that leads to rapid programmed cell death (PCD) of cells surrounding the pathogen-infected area, to prevent the spread of a disease [<xref ref-type="bibr" rid="scirp.121612-ref5">5</xref>]. The first-line or basal immunity is also known as the PAMPs-triggered immunity (PTI) [<xref ref-type="bibr" rid="scirp.121612-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref3">3</xref>].</p><p>Second line immunity comes into action when the first-line immunity has been evaded, and it involves some highly specific cognate disease resistance (R) proteins that either directly or indirectly recognize pathogen effector proteins [<xref ref-type="bibr" rid="scirp.121612-ref6">6</xref>]. This type of immunity is also known as the effector-triggered immunity (ETI). Most R genes encode proteins that contain a nucleotide binding site (NBS) and leucine rich repeats (LRRs) or simply NBS-LRR proteins [<xref ref-type="bibr" rid="scirp.121612-ref2">2</xref>]. Pathogen effector molecules e.g., the AvrPto molecules of Pseudomonas syringae, typically alter the structure of NBS-LRR proteins through a direct binding or modification of other host plant proteins and allowing an exchange of ADP for ATP. The binding of ATP to the NBS domain then results in the activation of a signal transduction system through creation of binding sites for downstream signalling molecules and formation of central base binding (CBB) protein multimers. The dissociation of the pathogen effector proteins and modified effector targets from the NBS domain then results in the hydrolysis of ATP and a return of the NBS-LRR protein to its original inactive state [<xref ref-type="bibr" rid="scirp.121612-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref7">7</xref>].</p><p>To this day, only a single NBS-LRR protein, AtLRR encoded by the At3g14460 gene in Arabidopsis thaliana, has been experimentally established to be an adenylyl cyclase (AC) [<xref ref-type="bibr" rid="scirp.121612-ref8">8</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref9">9</xref>] with a role in defense response against the biotrophic fungus, Golovinomyces orontii and the hemi-biotrophic bacteria, Pseudomonas syringae [<xref ref-type="bibr" rid="scirp.121612-ref8">8</xref>]. With respect to AC activity, AtLRR was shown to display a multi-domain in vitro activity that is Mn<sup>2+</sup>-dependent and stimulated by Ca<sup>2+</sup> while at the same time, the protein could rescue AC-deficiency in a mutant (cyaA) Escherichia coli or SP850 strain [<xref ref-type="bibr" rid="scirp.121612-ref8">8</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref9">9</xref>]. With regard to disease resistance, knock-out mutants of AtLRR were found to have compromised immune responses to G. orontii and P. syringae but not against Botrytis cinerea, which is a necrotrophic fungus [<xref ref-type="bibr" rid="scirp.121612-ref8">8</xref>]. Therefore, in this reported study, we focused on using web-based tools or bioinformatics to elaborate further on the functional roles of this protein molecule both as an AC and NBS-LRR. Ideally, bioinformatics is simply defined as the science of data management systems in the genomics and proteomics of life forms, whereby biology, computer science and information technology merge into a single discipline.</p><p>Our work therefore, was motivated by the fact that since in nature proteins do work as a team or network to achieve common biological functions, as a result, bioinformatics can then be used as a tool with the power to both unravel and predict important information such as structure, solubility, interactions and functions of unknown and/or uncharacterized. In this study therefore, a combination of structural analysis, anatomical expression analysis, developmental expression analysis, co-expression analysis, functional enrichment analysis, stimulus-specific expression analysis and promoter analysis of the AtLRR protein was undertaken in selected mutant and wild type lines to circumscribe and further elaborate its function.</p></sec><sec id="s2"><title>2. Materials and Methods</title><sec id="s2_1"><title>2.1. Determination of the Structural Features of AtLRR</title><p>The PSIPRED protein structure prediction server (http://bioinf.cs.ucl.ac.uk/psipred/) was used to predict the transmembrane topology of AtLRR [<xref ref-type="bibr" rid="scirp.121612-ref10">10</xref>]. The Phyre2 server (http://www.sbg.bio.ic.ac.uk/~phyre2/html/page.cgi?id=index) was used to predict the three-dimensional (3-D) structure of AtLRR based on the c2a5Yb protein as template at 100% confidence and across 30% coverage [<xref ref-type="bibr" rid="scirp.121612-ref11">11</xref>]. AtLRR sequence was retrieved from The Arabidopsis Information Resource (TAIR) (https://www.arabidopsis.org/) and verified for presence of various functional domains using the PROSITE database located within the Expert Protein Analysis System (ExPASy) proteomics server (https://www.expasy.org/) [<xref ref-type="bibr" rid="scirp.121612-ref12">12</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref14">14</xref>].</p></sec><sec id="s2_2"><title>2.2. Analysis of the Anatomical Expression Profile of AtLRR</title><p>In order to reveal the expression patterns of At3g14460 in various tissues of the Arabidopsis plant, the microarray database and expression-data analysis tool, GENEVESTIGATOR Version V3 (https://genevestigator.com/gv/start/start.jsp) [<xref ref-type="bibr" rid="scirp.121612-ref15">15</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref16">16</xref>], was used. The tool was used because it provides the transcriptome information from the Affymetrix Arabidopsis ATH1 Genome Array platform using the 260011_At probe and At3g14460 as the query term. As a result, the arbitrary values of the expression intensity of At3g14460 in 111 Arabidopsis tissues were retrieved followed by calculation and revealing of average signals for each type of the plant tissues.</p></sec><sec id="s2_3"><title>2.3. Analysis of the Developmental Expression Profile of AtLRR</title><p>The AtGenExpress Visualisation Tool (AVT) (http://allie.dbcls.jp/pair/AVT;AtGenExpress+Visualization+Tool.html) [<xref ref-type="bibr" rid="scirp.121612-ref17">17</xref>] was used to determine the developmental expression profile of At3g14460 in Arabidopsis thaliana. The analysis was made to be from the point of seedling development till the shedding off of mature seeds from siliques.</p></sec><sec id="s2_4"><title>2.4. Analysis of the Co-Expressional Profile of AtLRR</title><p>In order to establish the co-expressional profile of At3g14460 with the other related Arabidopsis genes, the Arabidopsis co-expression tool (ACT) (http://www.arabidopsis.leeds.ac.uk/ACT/) [<xref ref-type="bibr" rid="scirp.121612-ref18">18</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref19">19</xref>] was used. The tool analysis was performed across all experiments available on the A.thaliana microarray data set obtained from the Nottingham Arabidopsis Stock Centre (NASC), using At3g14460 as the driver or reference gene and leaving the gene list limit blank to obtain a full correlation list. This tool utilizes hybridization signal intensities from microarray experiments to calculate a Pearson correlation co-efficient (r-value), which is a scale-invariant measure of expression similarity that expresses the strength and direction of the linear relationship between the driver or reference gene (At3g14460 in this case) and all other Arabidopsis genes represented on the selected chip. The tool calculates and returns both negative and positive correlations (ranging from −1 to +1), associated probability (p), and expectation (e) values, which are a measure of the statistical significance [<xref ref-type="bibr" rid="scirp.121612-ref20">20</xref>]. From the obtained correlation list, 50 topmost co-expressed genes (or the expression co-related gene group (ECGG50)) were considered.</p></sec><sec id="s2_5"><title>2.5. Analysis of the Functional Enrichment Expression Profile of AtLRR and Its Related Proteins</title><p>After establishing the co-expression group of At3g14460 (i.e., ECGG50), the ‘‘Fatigoplus’’ (version 4.3) compare tool in the Babelomics suite (http://babelomics.bioinfo.cipf.es) [<xref ref-type="bibr" rid="scirp.121612-ref21">21</xref>] was used to identify any significant enrichments in functional terms associated with the At3g14460 gene and its highly co-expressed set of 50 genes (ECGG50) in the Arabidopsis plant. Using this stimulus tool, the expression profiles of At3g14460 and its ECGG50 were screened over the ATH1:22K array Affymetrix public microarray data in the GENEVESTIGATOR V3 version (https://www.genevestigator.com/) [<xref ref-type="bibr" rid="scirp.121612-ref15">15</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref16">16</xref>]. The normalized microarray data were downloaded from the GEO (NCBI) (https://www.ncbi.nlm.nih.gov/geo/), the NASC Arrays (https://arabidopsis.info/affy/link_to_iplant.html) and the TAIR GenExpress (https://www.arabidopsis.org/portals/expression/microarray/ATGenExpress.jsp) and subsequently analyzed for experiments that were found to induce a differential expression of the genes. All available Arabidopsis databases were selected using default options, which included the gene ontology (GO) predictions; biological process (BP), molecular function (MF) and cellular component (CC), and annotation levels 3 - 9, KEGG pathways and Swissprot keywords. For each experiment found to induce differential expression, the fold-change (log2) values were then calculated. Subsequently, expression values were generated using the Multiple Array Viewer program from the Multi-Experiment Viewer (MeV) software package (Version 4.2.01) (The Institute for Genomic Research (TIGR), wherein enrichment significances were determined using PANTHER that adjusts p-values to correct for multiple hypothesis testing [<xref ref-type="bibr" rid="scirp.121612-ref22">22</xref>].</p></sec><sec id="s2_6"><title>2.6. Analysis of the Stimulus-Specific Expression Profile of AtLRR and Its Related Partners</title><p>The expression profiles of At3g14460 and its ECGG50 were initially screened over all of the available ATH1:22K array Affymetrix public microarray data in the Genevestigator V3 version (https://www.genevestigator.com) using the stimulus/perturbations tool [<xref ref-type="bibr" rid="scirp.121612-ref15">15</xref>]. In order to obtain greater resolution of gene expression profiles, the normalized microarray data were subsequently downloaded and analyzed for experiments (of over 3000 microarrays) that were found to induce differential expression of the genes. The data were downloaded from the following repository sites: GEO (NCBI) (http://www.ncbi.nlm.nih.gov/geo/) [<xref ref-type="bibr" rid="scirp.121612-ref23">23</xref>], NASCArrays (https://arabidopsis.info/affy/link_to_iplant.html) [<xref ref-type="bibr" rid="scirp.121612-ref24">24</xref>] and TAIR-ATGenExpress (https://www.arabidopsis.org/servlets/Search?action=new_search&amp;type=expression). The downloaded array data were then analyzed, and fold-change (log2) values calculated for each experiment. An expression heat map was then generated using the Multiple Array Viewer program from the Multi-Experiment Viewer (MeV) software package (version 4.2.01) created by The Institute for Genomic Research (TIGR) [<xref ref-type="bibr" rid="scirp.121612-ref25">25</xref>].</p></sec><sec id="s2_7"><title>2.7. Analysis of the Promoter Expression Profile of AtLRR and Its Related Partners</title><p>The promoter regions of At3g14460 and its ECGG50 were analyzed for any enrichment in potential transcription factor binding sites (TFBSs) using the web-based Athena (http://www.bioinformatics2.wsu.edu/cgi-bin/Athena) [<xref ref-type="bibr" rid="scirp.121612-ref26">26</xref>] and POBO (http://ekhidna.biocenter.helsinki.ft/poxo/pobo) [<xref ref-type="bibr" rid="scirp.121612-ref27">27</xref>] applications. The visualization tool in Athena performs an analysis of Arabidopsis promoter sequences and reports enrichment of known plant TFBSs. The analysis of the At3g14460 and its ECGG50 was performed using settings of 1000 bp upstream of the transcription start sites (TSSs) and not cutting off at adjacent genes. The Athena results were subsequently confirmed in POBO by uploading promoter sequences 1 kb upstream of the coding regions of the At3g14460 and its ECGG50. The analysis was run against an Arabidopsis background (clean), searching for the WRKY core motif (TTGACY) using default settings. A two-tailed p-value was then calculated in the linked online GraphPad website using the generated t-value and degrees of freedom to determine the statistical differences between the input sequences and background.</p></sec><sec id="s2_8"><title>2.8. Statistical Analysis</title><p>Data was subjected to a two-tailed Student’s t-test for comparisons, where a p-value of less or equal to 0.0001 was used to denote significance. Where the t-test revealed significant differences between treatments, means were then separated by post hoc Student-Newman-Keuls (SNK) multiple range test (p ≤ 0.0001).</p></sec></sec><sec id="s3"><title>3. Results</title><sec id="s3_1"><title>3.1. Structural Features of AtLRR</title><p>AtLRR is a very large protein (~1424 amino acids) with a calculated molecular weight (mw) of 158905.2 Daltons and an isoelectric point of 5.54 [<xref ref-type="bibr" rid="scirp.121612-ref28">28</xref>]. Structurally, AtLRR is a trans-membrane, multi-domain and multi-functional protein (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p></sec><sec id="s3_2"><title>3.2. Anatomical Expression Pattern of AtLRR</title><p>Our analysis of the anatomical expression profile of AtLRR, showed that besides being moderately expressed in most other tissues, the protein is explicitly expressed in pollen grains and senescing leaves (<xref ref-type="fig" rid="fig2">Figure 2</xref>). Incidentally, the noted high expression of AtLRR in pollen grains closely relates to findings of other previously undertaken studies, which showed that ACs are essential for the growth and re-orientation of pollen tubes in Liliumlongiflorum [<xref ref-type="bibr" rid="scirp.121612-ref29">29</xref>], Agapanthus umbellatus [<xref ref-type="bibr" rid="scirp.121612-ref30">30</xref>], Zeamays [<xref ref-type="bibr" rid="scirp.121612-ref31">31</xref>] and A. thaliana [<xref ref-type="bibr" rid="scirp.121612-ref32">32</xref>], wherein cAMP is key as a signalling molecule [<xref ref-type="bibr" rid="scirp.121612-ref29">29</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref30">30</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref31">31</xref>]. Apparently, pollen tube growth and reorientation are a prerequisite for fertilization and seed formation [<xref ref-type="bibr" rid="scirp.121612-ref31">31</xref>] —two key processes of reproduction. This thus shows the involvement of AtLRR in this process (reproduction) in A. thaliana.</p></sec><sec id="s3_3"><title>3.3. Developmental Expression Pattern of AtLRR</title><p>Expressional analysis of the At3g14460 gene showed that the AtLRR protein is</p><p>generally expressed across all stages of growth in the Arabidopsis plant but most significantly during the flowering and seed dispersion stages (<xref ref-type="fig" rid="fig3">Figure 3</xref>). This thus indicates that AtLRR is not only involved in plant reproduction but plant development.</p></sec><sec id="s3_4"><title>3.4. Co-Expression Pattern of AtLRR</title><p>When the At3g14460 gene was analyzed for co-expression in the Arabidopsis genome, we noted that 50 of its most correlated genes, have high r values of between 0.82 and 0.90 (<xref ref-type="table" rid="table1">Table 1</xref>). These expression-correlated genes (ECGG50) are also significantly enriched for the “biological process (BP)” gene ontology (GO) categories “response to biotic stimulus’, “defense response”, and “innate immune response” and “molecular function (MF)” GO categories “reproduction” and “development”. Response to biotic stimulus processes includes response to bacteria, response to nematodes and response to fungi while defense response includes defense response to fungi, and innate immune response includes the PAMPS triggered immunity and SA-mediated signalling pathways. In addition,</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> List of the top 50 genes co-expressed with At3g14460</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Rank</th><th align="center" valign="middle" >Locus</th><th align="center" valign="middle" >GO Terms</th><th align="center" valign="middle" >r-value</th><th align="center" valign="middle" >Annotation and Description</th></tr></thead><tr><td align="center" valign="middle" >-</td><td align="center" valign="middle" >At3g14460</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >1.00</td><td align="center" valign="middle" >Disease resistance protein (TIR-NBS-LRR)/Adenylyl cyclase (AC)</td></tr><tr><td align="center" valign="middle" >1</td><td align="center" valign="middle" >At4g19520</td><td align="center" valign="middle" >DR, CRH</td><td align="center" valign="middle" >0.90</td><td align="center" valign="middle" >Disease resistance protein (TIR-NBS-LRR)</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >At3g14470</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.89</td><td align="center" valign="middle" >Putative disease resistance RPP 13-like</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >At4g14610</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.89</td><td align="center" valign="middle" >Probable disease resistance protein</td></tr><tr><td align="center" valign="middle" >4</td><td align="center" valign="middle" >At5g46470</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.89</td><td align="center" valign="middle" >Disease resistance protein RPS6</td></tr><tr><td align="center" valign="middle" >5</td><td align="center" valign="middle" >At5g42830</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.88</td><td align="center" valign="middle" >HXXXD type acyl transferase family protein</td></tr><tr><td align="center" valign="middle" >6</td><td align="center" valign="middle" >At1g59590</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.88</td><td align="center" valign="middle" >ZCF 35</td></tr><tr><td align="center" valign="middle" >7</td><td align="center" valign="middle" >At3g61390</td><td align="center" valign="middle" >PU</td><td align="center" valign="middle" >0.88</td><td align="center" valign="middle" >U-box domain-containing protein 36</td></tr><tr><td align="center" valign="middle" >8</td><td align="center" valign="middle" >At5g35580</td><td align="center" valign="middle" >PP</td><td align="center" valign="middle" >0.87</td><td align="center" valign="middle" >Serine/threonine protein kinase PBLB</td></tr><tr><td align="center" valign="middle" >9</td><td align="center" valign="middle" >At2g45920</td><td align="center" valign="middle" >PU</td><td align="center" valign="middle" >0.87</td><td align="center" valign="middle" >U-box domain-containing protein 37</td></tr><tr><td align="center" valign="middle" >10</td><td align="center" valign="middle" >At5g11210</td><td align="center" valign="middle" >RLS, IT, GCRSP</td><td align="center" valign="middle" >0.86</td><td align="center" valign="middle" >Glutamate receptor 2.5</td></tr><tr><td align="center" valign="middle" >11</td><td align="center" valign="middle" >At2g29065</td><td align="center" valign="middle" >T</td><td align="center" valign="middle" >0.86</td><td align="center" valign="middle" >Scarecrow-like protein 34</td></tr><tr><td align="center" valign="middle" >12</td><td align="center" valign="middle" >At5g45000</td><td align="center" valign="middle" >DR, ST</td><td align="center" valign="middle" >0.86</td><td align="center" valign="middle" >Disease resistance protein (TIR-NBS-LRR)</td></tr><tr><td align="center" valign="middle" >13</td><td align="center" valign="middle" >At1g61550</td><td align="center" valign="middle" >PP, IIR</td><td align="center" valign="middle" >0.86</td><td align="center" valign="middle" >G-type lectin S-receptor -like</td></tr><tr><td align="center" valign="middle" >14</td><td align="center" valign="middle" >At1g26420</td><td align="center" valign="middle" >REDOX</td><td align="center" valign="middle" >0.86</td><td align="center" valign="middle" >Berberine bridge enzyme like 7</td></tr><tr><td align="center" valign="middle" >15</td><td align="center" valign="middle" >At1g33880</td><td align="center" valign="middle" >RB</td><td align="center" valign="middle" >0.86</td><td align="center" valign="middle" >Immune associated nucleotide binding protein 2</td></tr><tr><td align="center" valign="middle" >16</td><td align="center" valign="middle" >At3g17700</td><td align="center" valign="middle" >RN</td><td align="center" valign="middle" >0.86</td><td align="center" valign="middle" >Probable cyclic nucleotide gate ion channels</td></tr><tr><td align="center" valign="middle" >17</td><td align="center" valign="middle" >At2g19130</td><td align="center" valign="middle" >RP, PP</td><td align="center" valign="middle" >0.85</td><td align="center" valign="middle" >Serine/threonine kinase</td></tr><tr><td align="center" valign="middle" >18</td><td align="center" valign="middle" >At2g18680</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.85</td><td align="center" valign="middle" >Transmembrane protein</td></tr><tr><td align="center" valign="middle" >19</td><td align="center" valign="middle" >At1g03660</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.85</td><td align="center" valign="middle" >Ankyrin repeat containing protein</td></tr><tr><td align="center" valign="middle" >20</td><td align="center" valign="middle" >At3g09020</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.85</td><td align="center" valign="middle" >Alpha 1,4-glycosyl transferase family protein</td></tr><tr><td align="center" valign="middle" >21</td><td align="center" valign="middle" >At5g49680</td><td align="center" valign="middle" >PTG, RHG</td><td align="center" valign="middle" >0.85</td><td align="center" valign="middle" >Kinky pollen protein</td></tr><tr><td align="center" valign="middle" >22</td><td align="center" valign="middle" >At2g19710</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.85</td><td align="center" valign="middle" >Regulator of VPS4 activity in the MVB pathway protein</td></tr><tr><td align="center" valign="middle" >23</td><td align="center" valign="middle" >At1g53620</td><td align="center" valign="middle" >CRH</td><td align="center" valign="middle" >0.84</td><td align="center" valign="middle" >Unknown protein</td></tr><tr><td align="center" valign="middle" >24</td><td align="center" valign="middle" >At5g05190</td><td align="center" valign="middle" >DR, RF, SA RE</td><td align="center" valign="middle" >0.84</td><td align="center" valign="middle" >Protein enhanced disease resistance 4</td></tr><tr><td align="center" valign="middle" >25</td><td align="center" valign="middle" >At2g35736</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.84</td><td align="center" valign="middle" >Unknown protein</td></tr><tr><td align="center" valign="middle" >26</td><td align="center" valign="middle" >At1g77890</td><td align="center" valign="middle" >SCA</td><td align="center" valign="middle" >0.84</td><td align="center" valign="middle" >Unknown protein</td></tr><tr><td align="center" valign="middle" >27</td><td align="center" valign="middle" >At3g12040</td><td align="center" valign="middle" >R, NCMP, RS</td><td align="center" valign="middle" >0.84</td><td align="center" valign="middle" >DNA-3-methyladenine glycosylase</td></tr><tr><td align="center" valign="middle" >28</td><td align="center" valign="middle" >At5g01490</td><td align="center" valign="middle" >CIT, RA, RD</td><td align="center" valign="middle" >0.84</td><td align="center" valign="middle" >Vacuolar cation exchanger 4</td></tr><tr><td align="center" valign="middle" >29</td><td align="center" valign="middle" >At2g31990</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.84</td><td align="center" valign="middle" >Probable xyloglucan galactosyltransferase GT15</td></tr><tr><td align="center" valign="middle" >30</td><td align="center" valign="middle" >At3g07600</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.84</td><td align="center" valign="middle" >Heavy metal-associated isoprenylated plant protein 16</td></tr><tr><td align="center" valign="middle" >31</td><td align="center" valign="middle" >At1g70170</td><td align="center" valign="middle" >RSS, RC, F, RPP, LS</td><td align="center" valign="middle" >0.84</td><td align="center" valign="middle" >Matrix metalloproteinase</td></tr><tr><td align="center" valign="middle" >32</td><td align="center" valign="middle" >At3g05930</td><td align="center" valign="middle" >RRD, RS</td><td align="center" valign="middle" >0.84</td><td align="center" valign="middle" >Germini like protein subfamily members</td></tr><tr><td align="center" valign="middle" >33</td><td align="center" valign="middle" >At5g25940</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.84</td><td align="center" valign="middle" >Early nodulin like protein</td></tr><tr><td align="center" valign="middle" >34</td><td align="center" valign="middle" >At5g01550</td><td align="center" valign="middle" >PP, DR, ABSA, SG</td><td align="center" valign="middle" >0.83</td><td align="center" valign="middle" >Lectin domain containing receptor kinase</td></tr><tr><td align="center" valign="middle" >35</td><td align="center" valign="middle" >At1g24140</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.83</td><td align="center" valign="middle" >Metalloendo proteinase 3-MMP</td></tr><tr><td align="center" valign="middle" >36</td><td align="center" valign="middle" >At3g51180</td><td align="center" valign="middle" >DB, MB</td><td align="center" valign="middle" >0.83</td><td align="center" valign="middle" >Zinc finger COOH domain containing protein 45</td></tr><tr><td align="center" valign="middle" >37</td><td align="center" valign="middle" >At5g01550</td><td align="center" valign="middle" >PP, DR, ABSA, SG</td><td align="center" valign="middle" >0.83</td><td align="center" valign="middle" >L-type lectin domain contain receptor kinase VII</td></tr><tr><td align="center" valign="middle" >38</td><td align="center" valign="middle" >At4g25070</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.83</td><td align="center" valign="middle" >Caldemon like protein</td></tr><tr><td align="center" valign="middle" >39</td><td align="center" valign="middle" >At4g12120</td><td align="center" valign="middle" >PT, PS, VDE</td><td align="center" valign="middle" >0.83</td><td align="center" valign="middle" >Protein transport SEC 16</td></tr><tr><td align="center" valign="middle" >40</td><td align="center" valign="middle" >At1g61560</td><td align="center" valign="middle" >DRF, RBS, CD</td><td align="center" valign="middle" >0.83</td><td align="center" valign="middle" >MLO-like protein 6</td></tr><tr><td align="center" valign="middle" >41</td><td align="center" valign="middle" >At3g26910</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.83</td><td align="center" valign="middle" >Hydroxyproline -rich-glycoprotein family protein</td></tr><tr><td align="center" valign="middle" >42</td><td align="center" valign="middle" >At1g51920</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.83</td><td align="center" valign="middle" >Transmembrane protein</td></tr><tr><td align="center" valign="middle" >43</td><td align="center" valign="middle" >At3g09010</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.83</td><td align="center" valign="middle" >Alpha 1,4-glycosyl transferase family protein</td></tr><tr><td align="center" valign="middle" >44</td><td align="center" valign="middle" >At5g11290</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.83</td><td align="center" valign="middle" >Unknown protein</td></tr><tr><td align="center" valign="middle" >45</td><td align="center" valign="middle" >At5g44990</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.83</td><td align="center" valign="middle" >Glutathione S transferase family protein</td></tr><tr><td align="center" valign="middle" >46</td><td align="center" valign="middle" >At5g66070</td><td align="center" valign="middle" >DR, RC</td><td align="center" valign="middle" >0.83</td><td align="center" valign="middle" >NEP 1-interacting protein like 1</td></tr><tr><td align="center" valign="middle" >47</td><td align="center" valign="middle" >At2g23770</td><td align="center" valign="middle" >RC, PTI, IIR</td><td align="center" valign="middle" >0.82</td><td align="center" valign="middle" >LYSM domain receptor like kinase 4</td></tr><tr><td align="center" valign="middle" >48</td><td align="center" valign="middle" >At1g72950</td><td align="center" valign="middle" >ST, DR</td><td align="center" valign="middle" >0.82</td><td align="center" valign="middle" >Disease resistance protein TIR-NBS class</td></tr><tr><td align="center" valign="middle" >49</td><td align="center" valign="middle" >At5g61010</td><td align="center" valign="middle" >PT, EX, PREEA</td><td align="center" valign="middle" >0.82</td><td align="center" valign="middle" >Exocyst subunit exo70 family protein E2</td></tr><tr><td align="center" valign="middle" >50</td><td align="center" valign="middle" >At5g67350</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.82</td><td align="center" valign="middle" >Unknown protein</td></tr></tbody></table></table-wrap><p>DR = defence responses; CRH = cellular response to hypoxia; PU = protein ubiquitination; PP = protein phosphorylation; RLS = response to light stimulus; IT = ion transport; GCRSP = G-protein coupled receptor signalling pathway; T = transcription; ST = signal transduction; IIR = innate immune response; REDOX = oxidation-reduction reactions; RB = response to bacteria; RN = response to nematodes; RP = recognition of pollen; PTG = pollen tube growth; RHG = root hair cell tip growth; RF = response to fungus; SA = SA-mediated signalling pathway; RE = regulation of exocytosis; SCA = SNARE complex assemble; R = DNA repair; NCMP = nitrogen compound metabolic process; RS = response to stress; CIT = calcium ion transport; RA = response to auxin; RD = root development; RSS = response to salt stress; F = flowering; RPP = regulation of photoperiodism; LS = leaf senescence; RRD = regulation of root development; ABSA = abscisic acid activated pathway; SG = seed germination; PT = protein transport; PS = protein secretion; VDE = vesicle docking involved in exocytosis; DRF = defence response to fungi; RBS = response to biotic stimulus; CD = cell death; RC = response to chitin; PTI = PAMPS triggered immunity; EX = exocytosis; PREEA = protein regulation of extracellular exosome assembly; DB = DNA binding; MB = metal ion binding (t-test: p ≤ 0.0001).</p><p>reproduction includes pollen tube growth and flowering while development includes root hair cell tip growth and root development. Notably, all these processes are consistent with our findings in <xref ref-type="fig" rid="fig2">Figure 2</xref> and <xref ref-type="fig" rid="fig3">Figure 3</xref>, and also in line with the role of AtLRR as an AC and disease resistance protein.</p></sec><sec id="s3_5"><title>3.5. Differential Expression Pattern of AtLRR and Its Related Proteins</title><p>When we extended the analysis to identify conditions that induce At3g14460 and its ECGG50 partners (<xref ref-type="table" rid="table1">Table 1</xref>), we noted strong induction by various factors, which include the hemi-biotrophic pathogens, Pseudomonas syringae [<xref ref-type="bibr" rid="scirp.121612-ref33">33</xref>] and Phytophthora parasitica [<xref ref-type="bibr" rid="scirp.121612-ref34">34</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref35">35</xref>], and their associated effector molecule, flagellin 22 [<xref ref-type="bibr" rid="scirp.121612-ref36">36</xref>] or its synthetic analogues, DFPM ([5-(3,4-dichlorophenyl)-2-furanyl]-1-piperidinyl-methanethione) and CPM (chlorphenamine) [<xref ref-type="bibr" rid="scirp.121612-ref37">37</xref>] (<xref ref-type="fig" rid="fig4">Figure 4</xref>). This further supported the role of AtLRR in</p><p>cAMP-mediated disease resistance processes.</p></sec><sec id="s3_6"><title>3.6. Promoter Enrichment Pattern of AtLRR and Its Related Partners</title><p>Generally, when genes are co-expressed and co-regulated, they are likely to share a common cis element in their promoter regions [<xref ref-type="bibr" rid="scirp.121612-ref38">38</xref>]. In our concerted Athena analysis of At3g14460 and its ECGG50 partners (<xref ref-type="table" rid="table1">Table 1</xref>), we identified a hexamer W-box cis-element, TTGACY, as the enriched TF site (p ≤ 10<sup>−5</sup>) between At3g14460 and its ECGG50 partners (<xref ref-type="fig" rid="fig5">Figure 5</xref>). In plants, W-box is a DNA cis regulatory element sequence that is recognized by a family of WRKY transcription factors (TFs) [<xref ref-type="bibr" rid="scirp.121612-ref39">39</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref40">40</xref>]. Thus, this then implies that the WRKY TF plays a significant role in the regulation of these co-expressed genes (At3g14460 and its ECGG50). WRKY TFs are key regulators of many processes in plants that include responses to biotic and abiotic stress factors, senescence, seed dormancy and seed germination, and some developmental processes [<xref ref-type="bibr" rid="scirp.121612-ref39">39</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref41">41</xref>]. In A. thaliana, the WRKY TF superfamily consists of 74 members that are known to play significant roles in the transcriptional reprogramming associated with plant responses to pathogens and SA-signalling [<xref ref-type="bibr" rid="scirp.121612-ref40">40</xref>].</p></sec></sec><sec id="s4"><title>4. Discussion</title><p>In plants, basal or first line immunity against pathogens provides a pre-infection resistance layer, that involves recognition of conserved structural components of pathogen such as flagellin or chitin, also referred to as pathogen-associated molecular patterns (PAMPs), ultimately leading to PAMP-triggered immunity (PTI) [<xref ref-type="bibr" rid="scirp.121612-ref42">42</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref43">43</xref>]. A second layer of the plant defense system involves intracellular receptors that are products of the resistance (R) genes. These receptors recognize products of pathogen avirulence (Avr) genes, leading to rapid activation of defense responses such as the hypersensitive response (HR) at the infection sites. This layer of defense is often referred as effector-triggered immunity (ETI) [<xref ref-type="bibr" rid="scirp.121612-ref42">42</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref43">43</xref>]. R genes encode proteins containing a nucleotide binding site (NBS) and leucine rich repeats (LRRs) or simply NBS-LRR proteins [<xref ref-type="bibr" rid="scirp.121612-ref2">2</xref>].</p><p>In Arabidopsis thaliana, there are approximately 150 NBS-LRR encoding genes, including At3g14460, that codes for an AtLRR protein [<xref ref-type="bibr" rid="scirp.121612-ref44">44</xref>]. This AtLRR protein was recently established to be an adenylyl cyclase (AC) [<xref ref-type="bibr" rid="scirp.121612-ref8">8</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref9">9</xref>] with a role in resistance to infection by biotrophs and hemi-biotrophs [<xref ref-type="bibr" rid="scirp.121612-ref8">8</xref>] . ACs are enzymes capable of catalyzing the conversion of adenosine 5’-triphosphate (ATP) to the second messenger molecule, 3’,5’-cyclic adenosine monophosphate (cAMP) [<xref ref-type="bibr" rid="scirp.121612-ref45">45</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref46">46</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref47">47</xref>]. cAMP in turn, controls various downstream plant processes such as the cell cycle [<xref ref-type="bibr" rid="scirp.121612-ref48">48</xref>], growth of pollen tubes [<xref ref-type="bibr" rid="scirp.121612-ref29">29</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref30">30</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref31">31</xref>], and responses to biotic and abiotic stress [<xref ref-type="bibr" rid="scirp.121612-ref49">49</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref50">50</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref51">51</xref>]. On the other hand, biotrophs and hemi-biotrophs are obligate pathogens that establish a close and long-term nutritional relationship with their host cells and continuously absorb nutrients without causing damage to cells [<xref ref-type="bibr" rid="scirp.121612-ref42">42</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref43">43</xref>]. These pathogens further trigger the onset of the salicylic acid (SA) dependent signalling system, which then stimulates and controls the establishment of systemic acquired resistance (SAR) in plants [<xref ref-type="bibr" rid="scirp.121612-ref52">52</xref>].</p><p>In this study, our analysis of the structural features of AtLRR, showed that the protein is a trans-membrane multi-domain molecule (<xref ref-type="fig" rid="fig1">Figure 1</xref>), capable of performing multiple functions e.g., AC activity [<xref ref-type="bibr" rid="scirp.121612-ref8">8</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref9">9</xref>] and disease resistance [<xref ref-type="bibr" rid="scirp.121612-ref8">8</xref>]. These observed structural features of AtLRR, make it an ideal candidate for the PTI and ETI, whereby it effects the recognition of the pathogen effector molecules with its extracellular domain and then instigate downstream disease resistance processes via its intracellular domain [<xref ref-type="bibr" rid="scirp.121612-ref2">2</xref>].</p><p>From the anatomical and developmental expression profiles of AtLRR, it was noted that the protein was mostly expressed in pollen grains and flowers, senescing leaves as well as during the development of seeds, shoots, roots, seedlings, leaves, flowers, and siliques (<xref ref-type="fig" rid="fig2">Figure 2</xref> and <xref ref-type="fig" rid="fig3">Figure 3</xref>). This was worth noting because it directly implicated AtLRR into plant reproduction, plant defense and plant development respectively—three key processes that are very important to plants. Apparently, the noted implication of AtLRR in plant reproduction, particularly as an AC, is literally not unusual because of three reasons. Firstly, cAMP has been shown to be directly involved in the growth and re-orientation of pollen tubes in Liliumlongiflorum [<xref ref-type="bibr" rid="scirp.121612-ref29">29</xref>], Agapanthus umbellatus [<xref ref-type="bibr" rid="scirp.121612-ref30">30</xref>], Zeamays [<xref ref-type="bibr" rid="scirp.121612-ref31">31</xref>] and A. thaliana [<xref ref-type="bibr" rid="scirp.121612-ref32">32</xref>]. Secondly, cAMP has been shown to regulate the development of male reproductive organs in Marchantia polymorpha [<xref ref-type="bibr" rid="scirp.121612-ref53">53</xref>]. Thirdly and lastly, cAMP has been shown to regulate flowering in Lemma gibba [<xref ref-type="bibr" rid="scirp.121612-ref54">54</xref>]. Once more, the noted implication of AtLRR in leaf senescence is also not unusual as it directly links AtLRR, both as an AC and disease resistance protein, to signal interactions that normally take place between pathogens and host plants during defense responses [<xref ref-type="bibr" rid="scirp.121612-ref55">55</xref>]. In this interaction, biotrophs often delay senescence to keep host cells alive, and resistance in this case is then achieved by senescence-like processes in the host while on the other hand, necrotrophs promote senescence in the host, and preventing early senescence would then be the resistance strategy for plants [<xref ref-type="bibr" rid="scirp.121612-ref55">55</xref>]. Hemi-biotrophs are involved in both patterns [<xref ref-type="bibr" rid="scirp.121612-ref55">55</xref>]. Lastly, the noted implication of AtLRR, again as an AC, in plant development is also not unusual because cAMP was previously shown to control the cell cycle in tobacco [<xref ref-type="bibr" rid="scirp.121612-ref48">48</xref>].</p><p>Further analysis of the expression profile of AtLRR showed that its gene (At3g14460) is mostly co-expressed and co-regulated with several other genes linked to disease resistance and cAMP signalling (<xref ref-type="table" rid="table1">Table 1</xref>). Of interest are At4g19520, At3g14470, At4g14610, At5g46470, At5g45000, At5g05190 and At1g72950, which all code for disease resistance proteins and At5g49680 that encodes a kinky pollen protein responsible for pollen tube growth (reproduction) and root hair cell tip growth (development). Once again, this is in tandem with the recently confirmed activities of AtLRR as an AC and disease resistance protein [<xref ref-type="bibr" rid="scirp.121612-ref8">8</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref9">9</xref>].</p><p>When we extended our analysis to identify conditions that induce the expression of At3g14460 and its correlated genes (ECGG50) (<xref ref-type="table" rid="table1">Table 1</xref>), we noted very strong induction by the hemi-biotrophic pathogens, Pseudomonas syringae [<xref ref-type="bibr" rid="scirp.121612-ref33">33</xref>] and Phytophthora parasitica [<xref ref-type="bibr" rid="scirp.121612-ref34">34</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref35">35</xref>], and their associated effector molecule, flagellin 22 [<xref ref-type="bibr" rid="scirp.121612-ref36">36</xref>] or its synthetic analogues, DFPM ([5-(3,4-dichlorophenyl)-2-furanyl]-1-piperidinyl-methanethione) and CPM (chlorphenamine) [<xref ref-type="bibr" rid="scirp.121612-ref37">37</xref>] (<xref ref-type="fig" rid="fig4">Figure 4</xref>). There was also strong induction in response to abscisic acid (ABA) (<xref ref-type="fig" rid="fig4">Figure 4</xref>)—a phytohormone that is chiefly involved in leaf senescence [<xref ref-type="bibr" rid="scirp.121612-ref55">55</xref>]. Induction by P. syringae and P. parasitica is consistent with the recently reported upregulation of the expression of AtLRR in response to the powdery mildew fungus Golovinomyces orontii, which is a biotroph and the Gram-negative bacterium P. syringae that is a hemi-biotroph [<xref ref-type="bibr" rid="scirp.121612-ref8">8</xref>]. In addition, ACs and cAMP have previously been directly implicated in disease resistance in various plants that include Nicotiana benthamiana [<xref ref-type="bibr" rid="scirp.121612-ref56">56</xref>], Hippeastrum hybridum [<xref ref-type="bibr" rid="scirp.121612-ref57">57</xref>], A. thaliana [<xref ref-type="bibr" rid="scirp.121612-ref50">50</xref>] and Brachypodium distachyon [<xref ref-type="bibr" rid="scirp.121612-ref58">58</xref>]. Thus, these findings are therefore, very consistent with the established role of AtLRR in plant cAMP-dependent signal transduction pathways against the biotrophic and hemi-biotrophic pathogens [<xref ref-type="bibr" rid="scirp.121612-ref52">52</xref>].</p><p>In addition, when we further subjected At3g14460 and its correlated genes (ECGG50) (<xref ref-type="table" rid="table1">Table 1</xref>) to promoter enrichment analysis, we found out that this gene together with its co-expressed partners, have a common transcription factor binding site (TFBS) in their promoters (<xref ref-type="fig" rid="fig5">Figure 5</xref>) that then allows them to be co-regulated and ultimately co-function [<xref ref-type="bibr" rid="scirp.121612-ref59">59</xref>]. The identified common TFBS is the W-box hexamer, TTGACY core element, known to bind WRKY transcription factors (TFs) [<xref ref-type="bibr" rid="scirp.121612-ref39">39</xref>] [<xref ref-type="bibr" rid="scirp.121612-ref40">40</xref>]. In Arabidopsis, the WRKY TF superfamily consists of 74 members [<xref ref-type="bibr" rid="scirp.121612-ref40">40</xref>] that are known to play significant roles in the transcriptional reprogramming associated with plant responses to pathogens and SA-signalling [<xref ref-type="bibr" rid="scirp.121612-ref40">40</xref>].</p></sec><sec id="s5"><title>5. Conclusion</title><p>This study, therefore, has managed to explore around the functional roles of AtLRR both as an AC and disease resistance protein and elaborated such an exploration. The study has unequivocally managed to establish that, as an AC and disease resistance protein, AtLRR has key roles in plant disease resistance (against the biotrophic and hemi-biotrophic pathogens), plant reproduction (flowering, pollen tube growth and re-orientation, and development of male reproductive organs) and plant development (the cell cycle, and tissue and organ development). The protein effects its functions via a W-box or WRKY transcription factor, TTGACY, mediated by cAMP.</p></sec><sec id="s6"><title>6. Recommendations</title><p>Considering the significance and importance of the processes in which AtLRR is involved, it is crucial that this novel protein candidate is studied further to understand its exact mechanisms of action and perhaps for the possible generation of some disease resistant crops/strong cultivars in the agricultural and horticultural sectors.</p></sec><sec id="s7"><title>Acknowledgements</title><p>This work was funded by North-West University (NWU) and the National Research Foundation (NRF) of South Africa (Grant Numbers: CSUR78843 &amp; CSUR93635).</p></sec><sec id="s8"><title>Author Contribution Statement</title><p>OR and TN conceived and designed the study; AS-M did the experimental analyses; TBD, KSS, EDB and NMM facilitated the experimental analyses; MMT and DTK prepared the heat map. All authors contributed to the writing of the manuscript and approved the final version.</p></sec><sec id="s9"><title>Conflicts of Interest</title><p>The authors declare no conflict of interest.</p></sec><sec id="s10"><title>Cite this paper</title><p>Sibanda-Makuvise, A., Dikobe, T.B., Sehlabane, K.S., Bobo, E.D., Mametja, N.M., Takundwa, M.M., Kawadza, D.T., Ncube, T. and Ruzvidzo, O. (2022) Elaborating the Functional Roles of a Leucine-Rich Repeat Protein from Arabidopsis thaliana. American Journal of Plant Sciences, 13, 1381-1401. https://doi.org/10.4236/ajps.2022.1311094</p></sec></body><back><ref-list><title>References</title><ref id="scirp.121612-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Ma, W. and Berkowitz, G.A. (2011) Ca2+ Conduction by Plant Cyclic Nucleotide Gated Channels and Associated Signaling Components in Pathogen Defense Signal Transduction Cascades. New Phytologist, 190, 566-572.  
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