Integrated analysis of lncRNA and mRNA reveals novel insights into cashmere fineness in Tibetan cashmere goats
Tibetan cashmere goats are famous for producing the finest, softest and lightest cashmere fiber in China. The growth and development of skin are closely related to fineness and are the key factors affecting the quality of cashmere. To investigate the specific role of long noncoding RNAs (lncRNAs) an...
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| 格式: | Article |
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PeerJ Inc.
2020-11-01
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| author | Xuefeng Fu Bingru Zhao Kechuan Tian Yujiang Wu Langda Suo Gui Ba Deji Ciren Ji De Cuoji Awang Shuangbao Gun Bohui Yang |
| author_facet | Xuefeng Fu Bingru Zhao Kechuan Tian Yujiang Wu Langda Suo Gui Ba Deji Ciren Ji De Cuoji Awang Shuangbao Gun Bohui Yang |
| author_sort | Xuefeng Fu |
| collection | DOAJ |
| container_title | PeerJ |
| description | Tibetan cashmere goats are famous for producing the finest, softest and lightest cashmere fiber in China. The growth and development of skin are closely related to fineness and are the key factors affecting the quality of cashmere. To investigate the specific role of long noncoding RNAs (lncRNAs) and messenger RNAs (mRNAs) in regulating cashmere fineness of Tibetan Cashmere goats in the anagen phase, we conducted high-throughput RNA sequencing of fine-type and coarse-type skin tissues. We identified 2,059 lncRNA candidates (1,589 lncRNAs annotated, 470 lncRNAs novel), and 80 differentially expressed (DE) lncRNAs and their potential targets were predicted. We also identified 384 DE messenger RNAs (mRNAs) out of 29,119 mRNAs. Several key genes in KRT26, KRT28, KRT39, IFT88, JAK3, NOTCH2 and NOTCH3 and a series of lncRNAs, including ENSCHIT00000009853, MSTRG.16794.17, MSTRG.17532.2, were shown to be potentially important for regulating cashmere fineness. GO and KEGG enrichment analyses of DE mRNAs and DE lncRNAs targets significantly enriched in positive regulation of the canonical Wnt signaling pathway, regulation of protein processing and metabolism processes. The mRNA-mRNA and lncRNA-mRNA regulatory networks further revealed potential transcripts involved in cashmere fineness. We further validated the expression patterns of DE mRNAs and DE lncRNAs by quantitative real-time PCR (qRT-PCR), and the results were consistent with the sequencing data. This study will shed new light on selective cashmere goat breeding, and these lncRNAs and mRNAs that were found to be enriched in Capra hircus RNA database. |
| format | Article |
| id | doaj-art-daa56bbfbebf4e4db1e824c69176cdf4 |
| institution | Directory of Open Access Journals |
| issn | 2167-8359 |
| language | English |
| publishDate | 2020-11-01 |
| publisher | PeerJ Inc. |
| record_format | Article |
| spelling | doaj-art-daa56bbfbebf4e4db1e824c69176cdf42025-08-19T22:31:49ZengPeerJ Inc.PeerJ2167-83592020-11-018e1021710.7717/peerj.10217Integrated analysis of lncRNA and mRNA reveals novel insights into cashmere fineness in Tibetan cashmere goatsXuefeng Fu0Bingru Zhao1Kechuan Tian2Yujiang Wu3Langda Suo4Gui Ba5Deji Ciren6Ji De7Cuoji Awang8Shuangbao Gun9Bohui Yang10College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, ChinaCollege of Animal Science and Technology, China Agricultural University, Beijing, ChinaKey Laboratory of Genetics Breeding and Reproduction of Xinjiang Wool-sheep & Cashmere-goat, Institute of Animal Science, Xinjiang Academy of Animal Sciences, Urumqi, ChinaInstitute of Animal Science, Tibet Academy of Agricultural and Animal Husbandry Sciences, Lhasa, ChinaInstitute of Animal Science, Tibet Academy of Agricultural and Animal Husbandry Sciences, Lhasa, ChinaInstitute of Animal Science, Tibet Academy of Agricultural and Animal Husbandry Sciences, Lhasa, ChinaInstitute of Animal Science, Tibet Academy of Agricultural and Animal Husbandry Sciences, Lhasa, ChinaInstitute of Animal Science, Tibet Academy of Agricultural and Animal Husbandry Sciences, Lhasa, ChinaInstitute of Animal Science, Tibet Academy of Agricultural and Animal Husbandry Sciences, Lhasa, ChinaCollege of Animal Science and Technology, Gansu Agricultural University, Lanzhou, ChinaCollege of Animal Science and Technology, Gansu Agricultural University, Lanzhou, ChinaTibetan cashmere goats are famous for producing the finest, softest and lightest cashmere fiber in China. The growth and development of skin are closely related to fineness and are the key factors affecting the quality of cashmere. To investigate the specific role of long noncoding RNAs (lncRNAs) and messenger RNAs (mRNAs) in regulating cashmere fineness of Tibetan Cashmere goats in the anagen phase, we conducted high-throughput RNA sequencing of fine-type and coarse-type skin tissues. We identified 2,059 lncRNA candidates (1,589 lncRNAs annotated, 470 lncRNAs novel), and 80 differentially expressed (DE) lncRNAs and their potential targets were predicted. We also identified 384 DE messenger RNAs (mRNAs) out of 29,119 mRNAs. Several key genes in KRT26, KRT28, KRT39, IFT88, JAK3, NOTCH2 and NOTCH3 and a series of lncRNAs, including ENSCHIT00000009853, MSTRG.16794.17, MSTRG.17532.2, were shown to be potentially important for regulating cashmere fineness. GO and KEGG enrichment analyses of DE mRNAs and DE lncRNAs targets significantly enriched in positive regulation of the canonical Wnt signaling pathway, regulation of protein processing and metabolism processes. The mRNA-mRNA and lncRNA-mRNA regulatory networks further revealed potential transcripts involved in cashmere fineness. We further validated the expression patterns of DE mRNAs and DE lncRNAs by quantitative real-time PCR (qRT-PCR), and the results were consistent with the sequencing data. This study will shed new light on selective cashmere goat breeding, and these lncRNAs and mRNAs that were found to be enriched in Capra hircus RNA database.https://peerj.com/articles/10217.pdfTibetan Cashmere goat Cashmere fineness lncRNA mRNA Integrate analysis |
| spellingShingle | Xuefeng Fu Bingru Zhao Kechuan Tian Yujiang Wu Langda Suo Gui Ba Deji Ciren Ji De Cuoji Awang Shuangbao Gun Bohui Yang Integrated analysis of lncRNA and mRNA reveals novel insights into cashmere fineness in Tibetan cashmere goats Tibetan Cashmere goat Cashmere fineness lncRNA mRNA Integrate analysis |
| title | Integrated analysis of lncRNA and mRNA reveals novel insights into cashmere fineness in Tibetan cashmere goats |
| title_full | Integrated analysis of lncRNA and mRNA reveals novel insights into cashmere fineness in Tibetan cashmere goats |
| title_fullStr | Integrated analysis of lncRNA and mRNA reveals novel insights into cashmere fineness in Tibetan cashmere goats |
| title_full_unstemmed | Integrated analysis of lncRNA and mRNA reveals novel insights into cashmere fineness in Tibetan cashmere goats |
| title_short | Integrated analysis of lncRNA and mRNA reveals novel insights into cashmere fineness in Tibetan cashmere goats |
| title_sort | integrated analysis of lncrna and mrna reveals novel insights into cashmere fineness in tibetan cashmere goats |
| topic | Tibetan Cashmere goat Cashmere fineness lncRNA mRNA Integrate analysis |
| url | https://peerj.com/articles/10217.pdf |
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