2021
DOI: 10.1038/s41598-021-83815-8
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Systematic and computational identification of Androctonus crassicauda long non-coding RNAs

Abstract: The potential function of long non-coding RNAs in regulating neighbor protein-coding genes has attracted scientists’ attention. Despite the important role of lncRNAs in biological processes, a limited number of studies focus on non-model animal lncRNAs. In this study, we used a stringent step-by-step filtering pipeline and machine learning-based tools to identify the specific Androctonus crassicauda lncRNAs and analyze the features of predicted scorpion lncRNAs. 13,401 lncRNAs were detected using pipeline in A… Show more

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Cited by 4 publications
(5 citation statements)
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“…The resulting assembly then underwent the lncRNA identification process using two different tools ( Figure 1 ). One of the tools, FEELnc, chosen is a high-performing program optimized for non-model organisms [ 37 ], and the second, CPC2, is a species-neutral lncRNA identification tool that has been used in non-model organisms [ 38 , 39 , 40 , 41 ]. For FEELnc, to increase the sensitivity and specificity, we used the shuffle mode of the coding potential calculation with a relaxed ORF definition, multi k-mer frequencies, and increased the mRNA and lncRNA specificity thresholds to 0.99 [ 37 ].…”
Section: Resultsmentioning
confidence: 99%
See 1 more Smart Citation
“…The resulting assembly then underwent the lncRNA identification process using two different tools ( Figure 1 ). One of the tools, FEELnc, chosen is a high-performing program optimized for non-model organisms [ 37 ], and the second, CPC2, is a species-neutral lncRNA identification tool that has been used in non-model organisms [ 38 , 39 , 40 , 41 ]. For FEELnc, to increase the sensitivity and specificity, we used the shuffle mode of the coding potential calculation with a relaxed ORF definition, multi k-mer frequencies, and increased the mRNA and lncRNA specificity thresholds to 0.99 [ 37 ].…”
Section: Resultsmentioning
confidence: 99%
“…Non-Coding RNA 2022, 8, x FOR PEER REVIEW 3 of 12 organisms [38][39][40][41]. For FEELnc, to increase the sensitivity and specificity, we used the shuffle mode of the coding potential calculation with a relaxed ORF definition, multi kmer frequencies, and increased the mRNA and lncRNA specificity thresholds to 0.99 [37].…”
Section: Novel Lncrnas Were Identified In Both CL and Wt T Bruceimentioning
confidence: 99%
“…Another recent study investigated the poorly defined lncRNA landscape of scorpions, in particular, the venom glands of the species Androctonus crassicauda [ 227 ]. In the course of the study, authors developed a computational pipeline suitable for distinguishing protein-coding from non-protein-coding genes in arthropod species lacking a reference genome.…”
Section: Exploring the Ncrna Landscape Beyond Humansmentioning
confidence: 99%
“…The results of predicted scorpion lncRNAs showed that most did not share orthologs even with closely related species and were characterized by, e.g., lower GC content or shorter transcript length. In total, 12,642 potentially novel lncRNAs were described, highlighting the important role of ncRNAs in scorpion venom glands [ 227 ]. This study exemplifies that a surprisingly large number of ncRNAs and their function are yet to be discovered in invertebrates.…”
Section: Exploring the Ncrna Landscape Beyond Humansmentioning
confidence: 99%
“…Non-protein-coding RNAs (ncRNAs) are among the small molecules that have increasingly gained attention in various cellular processes. ncRNA is a functional RNA molecule that is transcribed from DNA, but is not translated into proteins and has been shown to be involved in regulating gene expression and inhibiting the translation and degradation of messenger RNAs (mRNAs) [ 10 ].…”
Section: Introductionmentioning
confidence: 99%