Identification of MicroRNAs in Taxillus chinensis (DC.) Danser Seeds under Cold Stress
Taxillus chinensis (DC.) Danser, a parasitic plant that belongs to the Loranthaceae family, has a long history of being used in the Chinese medicine. We observed that the loranthus seeds were sensitive to temperature and could lose viability below 0°C quickly. Thus, we performed small RNA sequencing...
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description | Taxillus chinensis (DC.) Danser, a parasitic plant that belongs to the Loranthaceae family, has a long history of being used in the Chinese medicine. We observed that the loranthus seeds were sensitive to temperature and could lose viability below 0°C quickly. Thus, we performed small RNA sequencing to study the microRNA (miRNA) regulation in the loranthus seeds under cold stress. In total, we identified 600 miRNAs, for the first time, in the loranthus seeds under cold stress. Then, we detected 224, 229, and 223 miRNAs (TPM>1) in A0 (control), A1 (cold treatment for 12 h at 0°C), and A2 (cold treatment for 36 h at 0°C), respectively. We next identified 103 differentially expressed miRNAs (DEmiRs) in the loranthus seeds in response to cold. Notably, miR408 was upregulated during the cold treatment, which can regulate genes encoding phytocyanin family proteins and phytophenol oxidases. Some DEmiRs were specific to A1 and may function in early response to cold, such as gma-miR393b-3p, miR946, ath-miR779.2-3p, miR398, and miR9662. It is interesting that ICE3, IAA13, and multiple transcription factors (e.g., WRKY and CRF4 and TCP4) regulated by the DEmiRs have been reported to respond cold in other plants. We further identified 4, 3, and 4 DEmiRs involved in the pathways “responding to cold,” “responding to abiotic stimulus,” and “seed development/germination,” respectively. qRT-PCR was used to confirm the expression changes of DEmiRs and their targets in the loranthus seeds during the cold treatment. This is the first time to study cold-responsive miRNAs in loranthus, and our findings provide a valuable resource for future studies. |
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Danser Seeds under Cold Stress</title><source>PubMed Central Open Access</source><source>Wiley-Blackwell Open Access Titles</source><source>PubMed Central</source><source>Alma/SFX Local Collection</source><creator>Fu, Jine ; Wan, Lingyun ; Song, Lisha ; He, Lili ; Jiang, Ni ; Long, Hairong ; Huo, Juan ; Ji, Xiaowen ; Wei, Ying ; Wei, Shugen ; Pan, Limei</creator><contributor>Pandi, Gopal ; Gopal Pandi</contributor><creatorcontrib>Fu, Jine ; Wan, Lingyun ; Song, Lisha ; He, Lili ; Jiang, Ni ; Long, Hairong ; Huo, Juan ; Ji, Xiaowen ; Wei, Ying ; Wei, Shugen ; Pan, Limei ; Pandi, Gopal ; Gopal Pandi</creatorcontrib><description>Taxillus chinensis (DC.) Danser, a parasitic plant that belongs to the Loranthaceae family, has a long history of being used in the Chinese medicine. We observed that the loranthus seeds were sensitive to temperature and could lose viability below 0°C quickly. Thus, we performed small RNA sequencing to study the microRNA (miRNA) regulation in the loranthus seeds under cold stress. In total, we identified 600 miRNAs, for the first time, in the loranthus seeds under cold stress. Then, we detected 224, 229, and 223 miRNAs (TPM>1) in A0 (control), A1 (cold treatment for 12 h at 0°C), and A2 (cold treatment for 36 h at 0°C), respectively. We next identified 103 differentially expressed miRNAs (DEmiRs) in the loranthus seeds in response to cold. Notably, miR408 was upregulated during the cold treatment, which can regulate genes encoding phytocyanin family proteins and phytophenol oxidases. Some DEmiRs were specific to A1 and may function in early response to cold, such as gma-miR393b-3p, miR946, ath-miR779.2-3p, miR398, and miR9662. It is interesting that ICE3, IAA13, and multiple transcription factors (e.g., WRKY and CRF4 and TCP4) regulated by the DEmiRs have been reported to respond cold in other plants. We further identified 4, 3, and 4 DEmiRs involved in the pathways “responding to cold,” “responding to abiotic stimulus,” and “seed development/germination,” respectively. qRT-PCR was used to confirm the expression changes of DEmiRs and their targets in the loranthus seeds during the cold treatment. This is the first time to study cold-responsive miRNAs in loranthus, and our findings provide a valuable resource for future studies.</description><identifier>ISSN: 2314-6133</identifier><identifier>EISSN: 2314-6141</identifier><identifier>DOI: 10.1155/2021/5585884</identifier><identifier>PMID: 34159194</identifier><language>eng</language><publisher>New York: Hindawi</publisher><subject>Angina pectoris ; Angiosperms ; Biomedical research ; Cold ; Cold treatment ; Gene sequencing ; Genetic aspects ; Germination ; Hardiness ; Herbal medicine ; Identification and classification ; Methods ; MicroRNA ; MicroRNAs ; miRNA ; Parasitic plants ; Physiological aspects ; Plants ; Ribonucleic acid ; RNA ; RNA sequencing ; Rosidae ; Seeds ; Software ; Stress ; Sugarcane ; Transcription factors</subject><ispartof>BioMed research international, 2021, Vol.2021 (1), p.5585884-5585884</ispartof><rights>Copyright © 2021 Jine Fu et al.</rights><rights>COPYRIGHT 2021 John Wiley & Sons, Inc.</rights><rights>Copyright © 2021 Jine Fu et al. This is an open access article distributed under the Creative Commons Attribution License (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. https://creativecommons.org/licenses/by/4.0</rights><rights>Copyright © 2021 Jine Fu et al. 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c481t-29702f2bcc695416f3d05495c1831802615bf68d67e8a2edf32e232eb39cdb243</citedby><cites>FETCH-LOGICAL-c481t-29702f2bcc695416f3d05495c1831802615bf68d67e8a2edf32e232eb39cdb243</cites><orcidid>0000-0003-3233-8017 ; 0000-0002-9385-4376</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8188600/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8188600/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,724,777,781,882,4010,27904,27905,27906,53772,53774</link.rule.ids></links><search><contributor>Pandi, Gopal</contributor><contributor>Gopal Pandi</contributor><creatorcontrib>Fu, Jine</creatorcontrib><creatorcontrib>Wan, Lingyun</creatorcontrib><creatorcontrib>Song, Lisha</creatorcontrib><creatorcontrib>He, Lili</creatorcontrib><creatorcontrib>Jiang, Ni</creatorcontrib><creatorcontrib>Long, Hairong</creatorcontrib><creatorcontrib>Huo, Juan</creatorcontrib><creatorcontrib>Ji, Xiaowen</creatorcontrib><creatorcontrib>Wei, Ying</creatorcontrib><creatorcontrib>Wei, Shugen</creatorcontrib><creatorcontrib>Pan, Limei</creatorcontrib><title>Identification of MicroRNAs in Taxillus chinensis (DC.) Danser Seeds under Cold Stress</title><title>BioMed research international</title><description>Taxillus chinensis (DC.) Danser, a parasitic plant that belongs to the Loranthaceae family, has a long history of being used in the Chinese medicine. We observed that the loranthus seeds were sensitive to temperature and could lose viability below 0°C quickly. Thus, we performed small RNA sequencing to study the microRNA (miRNA) regulation in the loranthus seeds under cold stress. In total, we identified 600 miRNAs, for the first time, in the loranthus seeds under cold stress. Then, we detected 224, 229, and 223 miRNAs (TPM>1) in A0 (control), A1 (cold treatment for 12 h at 0°C), and A2 (cold treatment for 36 h at 0°C), respectively. We next identified 103 differentially expressed miRNAs (DEmiRs) in the loranthus seeds in response to cold. Notably, miR408 was upregulated during the cold treatment, which can regulate genes encoding phytocyanin family proteins and phytophenol oxidases. Some DEmiRs were specific to A1 and may function in early response to cold, such as gma-miR393b-3p, miR946, ath-miR779.2-3p, miR398, and miR9662. It is interesting that ICE3, IAA13, and multiple transcription factors (e.g., WRKY and CRF4 and TCP4) regulated by the DEmiRs have been reported to respond cold in other plants. We further identified 4, 3, and 4 DEmiRs involved in the pathways “responding to cold,” “responding to abiotic stimulus,” and “seed development/germination,” respectively. qRT-PCR was used to confirm the expression changes of DEmiRs and their targets in the loranthus seeds during the cold treatment. This is the first time to study cold-responsive miRNAs in loranthus, and our findings provide a valuable resource for future studies.</description><subject>Angina pectoris</subject><subject>Angiosperms</subject><subject>Biomedical research</subject><subject>Cold</subject><subject>Cold treatment</subject><subject>Gene sequencing</subject><subject>Genetic aspects</subject><subject>Germination</subject><subject>Hardiness</subject><subject>Herbal medicine</subject><subject>Identification and classification</subject><subject>Methods</subject><subject>MicroRNA</subject><subject>MicroRNAs</subject><subject>miRNA</subject><subject>Parasitic plants</subject><subject>Physiological aspects</subject><subject>Plants</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>RNA sequencing</subject><subject>Rosidae</subject><subject>Seeds</subject><subject>Software</subject><subject>Stress</subject><subject>Sugarcane</subject><subject>Transcription factors</subject><issn>2314-6133</issn><issn>2314-6141</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>RHX</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNp9kV1LHDEUhodSqaLe9QcEemOpqzn5muSmsKy2FWwL1fY2ZPKhkdnETmb68e-bYReLXhgIOZCH9_DyNM1rwCcAnJ8STOCUc8mlZC-aPUKBLQQwePkwU7rbHJZyh-uRILASr5pdyoArUGyv-XHhfBpjiNaMMSeUA_oc7ZC_fVkWFBO6Nn9i308F2duYfCqxoKOz1clbdGZS8QO68t4VNCVX51XuHboaB1_KQbMTTF_84fbdb75_OL9efVpcfv14sVpeLiyTMC6IajEJpLNWKM5ABOowZ4pbkBQkJgJ4F4R0ovXSEO8CJZ7U21FlXUcY3W_eb3Lvp27tna1dBtPr-yGuzfBXZxP1458Ub_VN_qUlSCkwrgFH24Ah_5x8GfU6Fuv73iSfp6IJZ4wJItiMvnmC3uVpSLVepWhLWwag_lM3pvc6ppDrXjuH6qVQQqqWCPI8JSlXpG3ndscbqgopZfDhoRhgPfvXs3-99V_xdxu8qnLmd3ye_geNpqln</recordid><startdate>2021</startdate><enddate>2021</enddate><creator>Fu, Jine</creator><creator>Wan, Lingyun</creator><creator>Song, Lisha</creator><creator>He, Lili</creator><creator>Jiang, Ni</creator><creator>Long, Hairong</creator><creator>Huo, Juan</creator><creator>Ji, Xiaowen</creator><creator>Wei, Ying</creator><creator>Wei, Shugen</creator><creator>Pan, Limei</creator><general>Hindawi</general><general>John Wiley & Sons, Inc</general><general>Hindawi Limited</general><scope>RHU</scope><scope>RHW</scope><scope>RHX</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7QL</scope><scope>7QO</scope><scope>7T7</scope><scope>7TK</scope><scope>7U7</scope><scope>7U9</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>CWDGH</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-3233-8017</orcidid><orcidid>https://orcid.org/0000-0002-9385-4376</orcidid></search><sort><creationdate>2021</creationdate><title>Identification of MicroRNAs in Taxillus chinensis (DC.) Danser Seeds under Cold Stress</title><author>Fu, Jine ; Wan, Lingyun ; Song, Lisha ; He, Lili ; Jiang, Ni ; Long, Hairong ; Huo, Juan ; Ji, Xiaowen ; Wei, Ying ; Wei, Shugen ; Pan, Limei</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c481t-29702f2bcc695416f3d05495c1831802615bf68d67e8a2edf32e232eb39cdb243</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Angina pectoris</topic><topic>Angiosperms</topic><topic>Biomedical research</topic><topic>Cold</topic><topic>Cold treatment</topic><topic>Gene sequencing</topic><topic>Genetic aspects</topic><topic>Germination</topic><topic>Hardiness</topic><topic>Herbal medicine</topic><topic>Identification and classification</topic><topic>Methods</topic><topic>MicroRNA</topic><topic>MicroRNAs</topic><topic>miRNA</topic><topic>Parasitic plants</topic><topic>Physiological aspects</topic><topic>Plants</topic><topic>Ribonucleic acid</topic><topic>RNA</topic><topic>RNA sequencing</topic><topic>Rosidae</topic><topic>Seeds</topic><topic>Software</topic><topic>Stress</topic><topic>Sugarcane</topic><topic>Transcription factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Fu, Jine</creatorcontrib><creatorcontrib>Wan, Lingyun</creatorcontrib><creatorcontrib>Song, Lisha</creatorcontrib><creatorcontrib>He, Lili</creatorcontrib><creatorcontrib>Jiang, Ni</creatorcontrib><creatorcontrib>Long, Hairong</creatorcontrib><creatorcontrib>Huo, Juan</creatorcontrib><creatorcontrib>Ji, Xiaowen</creatorcontrib><creatorcontrib>Wei, Ying</creatorcontrib><creatorcontrib>Wei, Shugen</creatorcontrib><creatorcontrib>Pan, Limei</creatorcontrib><collection>Hindawi Publishing Complete</collection><collection>Hindawi Publishing Subscription Journals</collection><collection>Hindawi Publishing Open Access</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Neurosciences Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>Middle East & Africa Database</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Advanced Technologies & Aerospace Database</collection><collection>ProQuest Advanced Technologies & Aerospace Collection</collection><collection>Biotechnology and BioEngineering Abstracts</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>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>BioMed research international</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Fu, Jine</au><au>Wan, Lingyun</au><au>Song, Lisha</au><au>He, Lili</au><au>Jiang, Ni</au><au>Long, Hairong</au><au>Huo, Juan</au><au>Ji, Xiaowen</au><au>Wei, Ying</au><au>Wei, Shugen</au><au>Pan, Limei</au><au>Pandi, Gopal</au><au>Gopal Pandi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Identification of MicroRNAs in Taxillus chinensis (DC.) Danser Seeds under Cold Stress</atitle><jtitle>BioMed research international</jtitle><date>2021</date><risdate>2021</risdate><volume>2021</volume><issue>1</issue><spage>5585884</spage><epage>5585884</epage><pages>5585884-5585884</pages><issn>2314-6133</issn><eissn>2314-6141</eissn><abstract>Taxillus chinensis (DC.) Danser, a parasitic plant that belongs to the Loranthaceae family, has a long history of being used in the Chinese medicine. We observed that the loranthus seeds were sensitive to temperature and could lose viability below 0°C quickly. Thus, we performed small RNA sequencing to study the microRNA (miRNA) regulation in the loranthus seeds under cold stress. In total, we identified 600 miRNAs, for the first time, in the loranthus seeds under cold stress. Then, we detected 224, 229, and 223 miRNAs (TPM>1) in A0 (control), A1 (cold treatment for 12 h at 0°C), and A2 (cold treatment for 36 h at 0°C), respectively. We next identified 103 differentially expressed miRNAs (DEmiRs) in the loranthus seeds in response to cold. Notably, miR408 was upregulated during the cold treatment, which can regulate genes encoding phytocyanin family proteins and phytophenol oxidases. Some DEmiRs were specific to A1 and may function in early response to cold, such as gma-miR393b-3p, miR946, ath-miR779.2-3p, miR398, and miR9662. It is interesting that ICE3, IAA13, and multiple transcription factors (e.g., WRKY and CRF4 and TCP4) regulated by the DEmiRs have been reported to respond cold in other plants. We further identified 4, 3, and 4 DEmiRs involved in the pathways “responding to cold,” “responding to abiotic stimulus,” and “seed development/germination,” respectively. qRT-PCR was used to confirm the expression changes of DEmiRs and their targets in the loranthus seeds during the cold treatment. This is the first time to study cold-responsive miRNAs in loranthus, and our findings provide a valuable resource for future studies.</abstract><cop>New York</cop><pub>Hindawi</pub><pmid>34159194</pmid><doi>10.1155/2021/5585884</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0003-3233-8017</orcidid><orcidid>https://orcid.org/0000-0002-9385-4376</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Angina pectoris Angiosperms Biomedical research Cold Cold treatment Gene sequencing Genetic aspects Germination Hardiness Herbal medicine Identification and classification Methods MicroRNA MicroRNAs miRNA Parasitic plants Physiological aspects Plants Ribonucleic acid RNA RNA sequencing Rosidae Seeds Software Stress Sugarcane Transcription factors |
title | Identification of MicroRNAs in Taxillus chinensis (DC.) Danser Seeds under Cold Stress |
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