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Analysis of lncRNAs in Lupinus mutabilis (Tarwi) and Their Potential Role in Drought Response
Lupinus mutabilis is a legume with high agronomic potential and available transcriptomic data for which lncRNAs have not been studied. Therefore, our objective was to identify, characterize, and validate the drought-responsive lncRNAs in L. mutabilis. To achieve this, we used a multilevel approach b...
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Published in: | Non-coding RNA 2023-08, Vol.9 (5), p.48 |
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description | Lupinus mutabilis is a legume with high agronomic potential and available transcriptomic data for which lncRNAs have not been studied. Therefore, our objective was to identify, characterize, and validate the drought-responsive lncRNAs in L. mutabilis. To achieve this, we used a multilevel approach based on lncRNA prediction, annotation, subcellular location, thermodynamic characterization, structural conservation, and validation. Thus, 590 lncRNAs were identified by at least two algorithms of lncRNA identification. Annotation with the PLncDB database showed 571 lncRNAs unique to tarwi and 19 lncRNAs with homology in 28 botanical families including Solanaceae (19), Fabaceae (17), Brassicaceae (17), Rutaceae (17), Rosaceae (16), and Malvaceae (16), among others. In total, 12 lncRNAs had homology in more than 40 species. A total of 67% of lncRNAs were located in the cytoplasm and 33% in exosomes. Thermodynamic characterization of S03 showed a stable secondary structure with −105.67 kcal/mol. This structure included three regions, with a multibranch loop containing a hairpin with a SECIS-like element. Evaluation of the structural conservation by CROSSalign revealed partial similarities between L. mutabilis (S03) and S. lycopersicum (Solyc04r022210.1). RT-PCR validation demonstrated that S03 was upregulated in a drought-tolerant accession of L. mutabilis. Finally, these results highlighted the importance of lncRNAs in tarwi improvement under drought conditions. |
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Therefore, our objective was to identify, characterize, and validate the drought-responsive lncRNAs in L. mutabilis. To achieve this, we used a multilevel approach based on lncRNA prediction, annotation, subcellular location, thermodynamic characterization, structural conservation, and validation. Thus, 590 lncRNAs were identified by at least two algorithms of lncRNA identification. Annotation with the PLncDB database showed 571 lncRNAs unique to tarwi and 19 lncRNAs with homology in 28 botanical families including Solanaceae (19), Fabaceae (17), Brassicaceae (17), Rutaceae (17), Rosaceae (16), and Malvaceae (16), among others. In total, 12 lncRNAs had homology in more than 40 species. A total of 67% of lncRNAs were located in the cytoplasm and 33% in exosomes. Thermodynamic characterization of S03 showed a stable secondary structure with −105.67 kcal/mol. This structure included three regions, with a multibranch loop containing a hairpin with a SECIS-like element. Evaluation of the structural conservation by CROSSalign revealed partial similarities between L. mutabilis (S03) and S. lycopersicum (Solyc04r022210.1). RT-PCR validation demonstrated that S03 was upregulated in a drought-tolerant accession of L. mutabilis. Finally, these results highlighted the importance of lncRNAs in tarwi improvement under drought conditions.</description><identifier>ISSN: 2311-553X</identifier><identifier>EISSN: 2311-553X</identifier><identifier>DOI: 10.3390/ncrna9050048</identifier><identifier>PMID: 37736894</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Algorithms ; Andean lupin ; Annotations ; Conservation ; Cytoplasm ; Drought ; Drought resistance ; Exosomes ; Flowers & plants ; Genes ; Homology ; Identification ; legume ; Legumes ; lncRNA ; Lupinus mutabilis ; Malnutrition ; MicroRNAs ; Non-coding RNA ; Protein structure ; SECIS-like element ; Secondary structure ; Transcriptomics</subject><ispartof>Non-coding RNA, 2023-08, Vol.9 (5), p.48</ispartof><rights>2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). 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Therefore, our objective was to identify, characterize, and validate the drought-responsive lncRNAs in L. mutabilis. To achieve this, we used a multilevel approach based on lncRNA prediction, annotation, subcellular location, thermodynamic characterization, structural conservation, and validation. Thus, 590 lncRNAs were identified by at least two algorithms of lncRNA identification. Annotation with the PLncDB database showed 571 lncRNAs unique to tarwi and 19 lncRNAs with homology in 28 botanical families including Solanaceae (19), Fabaceae (17), Brassicaceae (17), Rutaceae (17), Rosaceae (16), and Malvaceae (16), among others. In total, 12 lncRNAs had homology in more than 40 species. A total of 67% of lncRNAs were located in the cytoplasm and 33% in exosomes. Thermodynamic characterization of S03 showed a stable secondary structure with −105.67 kcal/mol. This structure included three regions, with a multibranch loop containing a hairpin with a SECIS-like element. Evaluation of the structural conservation by CROSSalign revealed partial similarities between L. mutabilis (S03) and S. lycopersicum (Solyc04r022210.1). RT-PCR validation demonstrated that S03 was upregulated in a drought-tolerant accession of L. mutabilis. Finally, these results highlighted the importance of lncRNAs in tarwi improvement under drought conditions.</description><subject>Algorithms</subject><subject>Andean lupin</subject><subject>Annotations</subject><subject>Conservation</subject><subject>Cytoplasm</subject><subject>Drought</subject><subject>Drought resistance</subject><subject>Exosomes</subject><subject>Flowers & plants</subject><subject>Genes</subject><subject>Homology</subject><subject>Identification</subject><subject>legume</subject><subject>Legumes</subject><subject>lncRNA</subject><subject>Lupinus mutabilis</subject><subject>Malnutrition</subject><subject>MicroRNAs</subject><subject>Non-coding RNA</subject><subject>Protein structure</subject><subject>SECIS-like element</subject><subject>Secondary structure</subject><subject>Transcriptomics</subject><issn>2311-553X</issn><issn>2311-553X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpdkl1rFDEUhoMottTe-QMC3lRwNZl8X8lSvwqLyrKCNxIy-djNkk3WZEbpv3fGLdJ6dcI5Tx7ekAPAc4xeE6LQm2xrNgoxhKh8BM47gvGCMfL98b3zGbhsbY8QwlRwztFTcEaEIFwqeg5-LLNJty02WAJM2a4_LxuMGa7GY8xjg4dxMH1M0_xqY-rv-BKa7OBm52OFX8vg8xBNguuS_HzrXS3jdjfAtW_Hkpt_Bp4Ek5q_vKsX4NuH95vrT4vVl48318vVwlJMhoVx0qpAee-97V1vseuJJB2hFrPAHCZqio5wYEY4zGgnuGWeTH0hVMCyIxfg5uR1xez1scaDqbe6mKj_NkrdalOHaJPXCokOUa8Coz2VykjHesmnYoLh1rnJ9fbkOo79wTs7PbGa9ED6cJLjTm_LL40Rw1TSOc3VnaGWn6Nvgz7EZn1KJvsyNt1JLnGHBZIT-uI_dF_G6UvTTMmOKY7ITL06UbaW1qoP_9JgpOc90Pf3gPwB_qGklQ</recordid><startdate>20230823</startdate><enddate>20230823</enddate><creator>Hidalgo, Manuel</creator><creator>Ramos, Cynthia</creator><creator>Zolla, Gaston</creator><general>MDPI AG</general><general>MDPI</general><scope>AAYXX</scope><scope>CITATION</scope><scope>8FE</scope><scope>8FH</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-6595-0037</orcidid><orcidid>https://orcid.org/0000-0003-1739-634X</orcidid></search><sort><creationdate>20230823</creationdate><title>Analysis of lncRNAs in Lupinus mutabilis (Tarwi) and Their Potential Role in Drought Response</title><author>Hidalgo, Manuel ; Ramos, Cynthia ; Zolla, Gaston</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c413t-ad8c9f46beecbdbc1db383234c15f5d13914701f5a7d154276c5e3d13779f1823</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Algorithms</topic><topic>Andean lupin</topic><topic>Annotations</topic><topic>Conservation</topic><topic>Cytoplasm</topic><topic>Drought</topic><topic>Drought resistance</topic><topic>Exosomes</topic><topic>Flowers & plants</topic><topic>Genes</topic><topic>Homology</topic><topic>Identification</topic><topic>legume</topic><topic>Legumes</topic><topic>lncRNA</topic><topic>Lupinus mutabilis</topic><topic>Malnutrition</topic><topic>MicroRNAs</topic><topic>Non-coding RNA</topic><topic>Protein structure</topic><topic>SECIS-like element</topic><topic>Secondary structure</topic><topic>Transcriptomics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hidalgo, Manuel</creatorcontrib><creatorcontrib>Ramos, Cynthia</creatorcontrib><creatorcontrib>Zolla, Gaston</creatorcontrib><collection>CrossRef</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>ProQuest Biological Science Journals</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Non-coding RNA</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hidalgo, Manuel</au><au>Ramos, Cynthia</au><au>Zolla, Gaston</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Analysis of lncRNAs in Lupinus mutabilis (Tarwi) and Their Potential Role in Drought Response</atitle><jtitle>Non-coding RNA</jtitle><date>2023-08-23</date><risdate>2023</risdate><volume>9</volume><issue>5</issue><spage>48</spage><pages>48-</pages><issn>2311-553X</issn><eissn>2311-553X</eissn><abstract>Lupinus mutabilis is a legume with high agronomic potential and available transcriptomic data for which lncRNAs have not been studied. Therefore, our objective was to identify, characterize, and validate the drought-responsive lncRNAs in L. mutabilis. To achieve this, we used a multilevel approach based on lncRNA prediction, annotation, subcellular location, thermodynamic characterization, structural conservation, and validation. Thus, 590 lncRNAs were identified by at least two algorithms of lncRNA identification. Annotation with the PLncDB database showed 571 lncRNAs unique to tarwi and 19 lncRNAs with homology in 28 botanical families including Solanaceae (19), Fabaceae (17), Brassicaceae (17), Rutaceae (17), Rosaceae (16), and Malvaceae (16), among others. In total, 12 lncRNAs had homology in more than 40 species. A total of 67% of lncRNAs were located in the cytoplasm and 33% in exosomes. Thermodynamic characterization of S03 showed a stable secondary structure with −105.67 kcal/mol. This structure included three regions, with a multibranch loop containing a hairpin with a SECIS-like element. Evaluation of the structural conservation by CROSSalign revealed partial similarities between L. mutabilis (S03) and S. lycopersicum (Solyc04r022210.1). RT-PCR validation demonstrated that S03 was upregulated in a drought-tolerant accession of L. mutabilis. Finally, these results highlighted the importance of lncRNAs in tarwi improvement under drought conditions.</abstract><cop>Basel</cop><pub>MDPI AG</pub><pmid>37736894</pmid><doi>10.3390/ncrna9050048</doi><orcidid>https://orcid.org/0000-0002-6595-0037</orcidid><orcidid>https://orcid.org/0000-0003-1739-634X</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Algorithms Andean lupin Annotations Conservation Cytoplasm Drought Drought resistance Exosomes Flowers & plants Genes Homology Identification legume Legumes lncRNA Lupinus mutabilis Malnutrition MicroRNAs Non-coding RNA Protein structure SECIS-like element Secondary structure Transcriptomics |
title | Analysis of lncRNAs in Lupinus mutabilis (Tarwi) and Their Potential Role in Drought Response |
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