2020
DOI: 10.21203/rs.2.21530/v2
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Predicting and Clustering Plant CLE Genes with a New Method Developed Specifically for Short Amino Acid Sequences

Abstract: Background: The CLV3/ESR-RELATED (CLE) gene family encodes small secreted peptides (SSPs) and plays vital roles in plant growth and development by promoting cell-to-cell communication. The prediction and classification of CLE genes is challenging because of their low sequence similarity. Results: We developed a machine learning-aided method for predicting CLE genes by using a CLE motif-specific residual score matrix and a novel clustering method based on the Euclidean distance of 12 amino acid residues from th… Show more

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Cited by 5 publications
(9 citation statements)
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“…On the basis of a conserved functional C‐terminal CLE domain, our and others' phylogenetic analyses indicate that the mature CLV3 peptide shares the closest evolutionary relationship with CLE1 through CLE7, thereby constituting a single clade of closely‐related CLE peptides (Ito et al ., 2006; Kucukoglu & Nilsson, 2015; Yang et al ., 2017; Zhang et al ., 2020). Similar to CLV3 overexpression, overexpression of CLE1 to CLE7 results in wus ‐like phenotypes with plants exhibiting premature SAM termination (Strabala et al ., 2006; Meng et al ., 2010), implying that CLE1–CLE7 overexpression phenotypes are largely due to activation of the CLV‐WUS signaling pathway in the SAM.…”
Section: Resultsmentioning
confidence: 99%
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“…On the basis of a conserved functional C‐terminal CLE domain, our and others' phylogenetic analyses indicate that the mature CLV3 peptide shares the closest evolutionary relationship with CLE1 through CLE7, thereby constituting a single clade of closely‐related CLE peptides (Ito et al ., 2006; Kucukoglu & Nilsson, 2015; Yang et al ., 2017; Zhang et al ., 2020). Similar to CLV3 overexpression, overexpression of CLE1 to CLE7 results in wus ‐like phenotypes with plants exhibiting premature SAM termination (Strabala et al ., 2006; Meng et al ., 2010), implying that CLE1–CLE7 overexpression phenotypes are largely due to activation of the CLV‐WUS signaling pathway in the SAM.…”
Section: Resultsmentioning
confidence: 99%
“…Phylogenetic analysis revealed that CLE1–CLE7 and CLV3 group in the same clade if CLE motifs alone are evaluated (Ito et al ., 2006; Kucukoglu & Nilsson, 2015; Yang et al ., 2017; Zhang et al ., 2020). Mis‐expression of CLE1 – CLE7 from the CLV3 promoter can rescue the enlarged meristem phenotype of clv3 mutants, while their overexpression results in the premature loss of shoot stem cells (Ni & Clark, 2006; Strabala et al ., 2006; Meng et al ., 2010).…”
Section: Discussionmentioning
confidence: 99%
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“…Motivated by uncovering the role of CLE peptides in tomato roots, we performed a re-analysis of the CLE peptide-encoding genes. The first genome-wide analysis in the tomato genome revealed only fifteen SlCLE genes [23] and further attempts failed to uncover additional genes [21, 22]. In our study, we applied a combined bioinformatic approach to identify additional SlCLE genes using the most recent versions of the tomato reference genome SL3.0 and SL4.0 [44].…”
Section: Resultsmentioning
confidence: 99%
“…The genome-wide analyses of CLE genes have been performed in many plant genomes, including tomato, rice, wheat, maize, soybean, grape, potato and cucumber [19][20][21][22]. Due to the small gene size and high sequence variability, the annotation is challenging.…”
Section: Introductionmentioning
confidence: 99%