Transcriptome identification of differential mammary genes of Kazakh horses during early pregnancy
•Identification of mammary gland molecular mechanism in mares during early pregnancy.•Rich regulation of differential mRNA and LncRNA target gene signaling pathways.•MAPK pathway and NF-kappa B signaling pathway mediate the initiation of lactation.•VNT4, DPP4, and NFKBIA are the key nodes of ceRNA....
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Veröffentlicht in: | Gene 2024-04, Vol.902, p.148189-148189, Article 148189 |
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description | •Identification of mammary gland molecular mechanism in mares during early pregnancy.•Rich regulation of differential mRNA and LncRNA target gene signaling pathways.•MAPK pathway and NF-kappa B signaling pathway mediate the initiation of lactation.•VNT4, DPP4, and NFKBIA are the key nodes of ceRNA.
Kazakh mares have attracted widespread attention with their outstanding lactation traits. Lactation is a complex dynamic process regulated by multiple factors. The extensive application of transcriptome sequencing technology enables researchers to further explore this biological issue. This study selected three pregnant and three non-pregnant Kazakh mares as the research subject. Their mammary glands were taken for transcriptome sequencing. The results show that there are 9 lncRNAs and 122 mRNAs differentially expressed between the two groups. GO enrichment analysis shows that there are 175 molecular functions, 59 cellular components, and 555 biological processes, including cellular hormone metabolic process, hormone catabolic process, and I-kappaB kinase/NF-kappaB signaling. KEGG enrichment analysis exhibits that these differential genes are mainly enriched in the NF-kappa B signaling pathway, steroid hormone biosynthesis, breast cancer, ECM-receptor interaction, and MAPK signaling pathway. WNT4, DPP4, and NFKBIA are key nodes regulating breast activation. Conclusions: Through the comparative analysis of the transcriptome data of mammary tissues of pregnant and non-pregnant mares, relevant differentially expressed genes are screened and analyzed. This study provides valuable fundamental data for investigating candidate genes related to the lactation regulation and mammogenesis of Kazakh horses. |
doi_str_mv | 10.1016/j.gene.2024.148189 |
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Kazakh mares have attracted widespread attention with their outstanding lactation traits. Lactation is a complex dynamic process regulated by multiple factors. The extensive application of transcriptome sequencing technology enables researchers to further explore this biological issue. This study selected three pregnant and three non-pregnant Kazakh mares as the research subject. Their mammary glands were taken for transcriptome sequencing. The results show that there are 9 lncRNAs and 122 mRNAs differentially expressed between the two groups. GO enrichment analysis shows that there are 175 molecular functions, 59 cellular components, and 555 biological processes, including cellular hormone metabolic process, hormone catabolic process, and I-kappaB kinase/NF-kappaB signaling. KEGG enrichment analysis exhibits that these differential genes are mainly enriched in the NF-kappa B signaling pathway, steroid hormone biosynthesis, breast cancer, ECM-receptor interaction, and MAPK signaling pathway. WNT4, DPP4, and NFKBIA are key nodes regulating breast activation. Conclusions: Through the comparative analysis of the transcriptome data of mammary tissues of pregnant and non-pregnant mares, relevant differentially expressed genes are screened and analyzed. This study provides valuable fundamental data for investigating candidate genes related to the lactation regulation and mammogenesis of Kazakh horses.</description><identifier>ISSN: 0378-1119</identifier><identifier>EISSN: 1879-0038</identifier><identifier>DOI: 10.1016/j.gene.2024.148189</identifier><identifier>PMID: 38246578</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Animals ; biosynthesis ; breast neoplasms ; breasts ; catabolism ; Female ; Gene Expression Profiling - methods ; gene expression regulation ; genes ; Hormones ; Horses - genetics ; Kazakh horse ; lactation ; Lactation - genetics ; lncRNA ; mammary development ; Mammary gland ; mRNA ; Pregnancy ; RNA, Messenger - genetics ; steroid hormones ; Transcriptome ; wnt proteins</subject><ispartof>Gene, 2024-04, Vol.902, p.148189-148189, Article 148189</ispartof><rights>2024 The Author(s)</rights><rights>Copyright © 2024 The Author(s). Published by Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c384t-572aba9f00d81ad0c06fa7d63f85ce8c60cd4057f50e93051311061a0c19a4df3</cites><orcidid>0000-0003-4950-734X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0378111924000702$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,65309</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38246578$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ren, Wanlu</creatorcontrib><creatorcontrib>Wang, Jianwen</creatorcontrib><creatorcontrib>Zeng, Yaqi</creatorcontrib><creatorcontrib>Wang, Tongliang</creatorcontrib><creatorcontrib>Meng, Jun</creatorcontrib><creatorcontrib>Yao, Xinkui</creatorcontrib><title>Transcriptome identification of differential mammary genes of Kazakh horses during early pregnancy</title><title>Gene</title><addtitle>Gene</addtitle><description>•Identification of mammary gland molecular mechanism in mares during early pregnancy.•Rich regulation of differential mRNA and LncRNA target gene signaling pathways.•MAPK pathway and NF-kappa B signaling pathway mediate the initiation of lactation.•VNT4, DPP4, and NFKBIA are the key nodes of ceRNA.
Kazakh mares have attracted widespread attention with their outstanding lactation traits. Lactation is a complex dynamic process regulated by multiple factors. The extensive application of transcriptome sequencing technology enables researchers to further explore this biological issue. This study selected three pregnant and three non-pregnant Kazakh mares as the research subject. Their mammary glands were taken for transcriptome sequencing. The results show that there are 9 lncRNAs and 122 mRNAs differentially expressed between the two groups. GO enrichment analysis shows that there are 175 molecular functions, 59 cellular components, and 555 biological processes, including cellular hormone metabolic process, hormone catabolic process, and I-kappaB kinase/NF-kappaB signaling. KEGG enrichment analysis exhibits that these differential genes are mainly enriched in the NF-kappa B signaling pathway, steroid hormone biosynthesis, breast cancer, ECM-receptor interaction, and MAPK signaling pathway. WNT4, DPP4, and NFKBIA are key nodes regulating breast activation. Conclusions: Through the comparative analysis of the transcriptome data of mammary tissues of pregnant and non-pregnant mares, relevant differentially expressed genes are screened and analyzed. This study provides valuable fundamental data for investigating candidate genes related to the lactation regulation and mammogenesis of Kazakh horses.</description><subject>Animals</subject><subject>biosynthesis</subject><subject>breast neoplasms</subject><subject>breasts</subject><subject>catabolism</subject><subject>Female</subject><subject>Gene Expression Profiling - methods</subject><subject>gene expression regulation</subject><subject>genes</subject><subject>Hormones</subject><subject>Horses - genetics</subject><subject>Kazakh horse</subject><subject>lactation</subject><subject>Lactation - genetics</subject><subject>lncRNA</subject><subject>mammary development</subject><subject>Mammary gland</subject><subject>mRNA</subject><subject>Pregnancy</subject><subject>RNA, Messenger - genetics</subject><subject>steroid hormones</subject><subject>Transcriptome</subject><subject>wnt proteins</subject><issn>0378-1119</issn><issn>1879-0038</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkU-P1DAMxSMEYoeFL8AB9cilg900TSpxQSv-iZW4LOfIkzizGdp0SDpIw6en1SwcwRdL9s_P0ntCvETYImD35rDdc-JtA027xdag6R-JDRrd1wDSPBYbkNrUiNhfiWelHGAppZqn4kqapu2UNhuxu8uUisvxOE8jV9FzmmOIjuY4pWoKlY8hcF6nNFQjjSPlc7X-Lev2C_2i7_fV_ZTLMvCnHNO-YsrDuTpm3idK7vxcPAk0FH7x0K_Ftw_v724-1bdfP36-eXdbO2nauVa6oR31AcAbJA8OukDadzIY5di4DpxvQemggHsJCiUidEjgsKfWB3ktXl90j3n6ceIy2zEWx8NAiadTsRKVRN10uvsv2vSolVJaw4I2F9TlqZTMwR5zXE2wCHaNwR7saoddY7CXGJajVw_6p93I_u_JH98X4O0F4MWQn5GzLS5ycuxjZjdbP8V_6f8G7_OZwg</recordid><startdate>20240415</startdate><enddate>20240415</enddate><creator>Ren, Wanlu</creator><creator>Wang, Jianwen</creator><creator>Zeng, Yaqi</creator><creator>Wang, Tongliang</creator><creator>Meng, Jun</creator><creator>Yao, Xinkui</creator><general>Elsevier B.V</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope><orcidid>https://orcid.org/0000-0003-4950-734X</orcidid></search><sort><creationdate>20240415</creationdate><title>Transcriptome identification of differential mammary genes of Kazakh horses during early pregnancy</title><author>Ren, Wanlu ; Wang, Jianwen ; Zeng, Yaqi ; Wang, Tongliang ; Meng, Jun ; Yao, Xinkui</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c384t-572aba9f00d81ad0c06fa7d63f85ce8c60cd4057f50e93051311061a0c19a4df3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Animals</topic><topic>biosynthesis</topic><topic>breast neoplasms</topic><topic>breasts</topic><topic>catabolism</topic><topic>Female</topic><topic>Gene Expression Profiling - methods</topic><topic>gene expression regulation</topic><topic>genes</topic><topic>Hormones</topic><topic>Horses - genetics</topic><topic>Kazakh horse</topic><topic>lactation</topic><topic>Lactation - genetics</topic><topic>lncRNA</topic><topic>mammary development</topic><topic>Mammary gland</topic><topic>mRNA</topic><topic>Pregnancy</topic><topic>RNA, Messenger - genetics</topic><topic>steroid hormones</topic><topic>Transcriptome</topic><topic>wnt proteins</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ren, Wanlu</creatorcontrib><creatorcontrib>Wang, Jianwen</creatorcontrib><creatorcontrib>Zeng, Yaqi</creatorcontrib><creatorcontrib>Wang, Tongliang</creatorcontrib><creatorcontrib>Meng, Jun</creatorcontrib><creatorcontrib>Yao, Xinkui</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Gene</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ren, Wanlu</au><au>Wang, Jianwen</au><au>Zeng, Yaqi</au><au>Wang, Tongliang</au><au>Meng, Jun</au><au>Yao, Xinkui</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Transcriptome identification of differential mammary genes of Kazakh horses during early pregnancy</atitle><jtitle>Gene</jtitle><addtitle>Gene</addtitle><date>2024-04-15</date><risdate>2024</risdate><volume>902</volume><spage>148189</spage><epage>148189</epage><pages>148189-148189</pages><artnum>148189</artnum><issn>0378-1119</issn><eissn>1879-0038</eissn><abstract>•Identification of mammary gland molecular mechanism in mares during early pregnancy.•Rich regulation of differential mRNA and LncRNA target gene signaling pathways.•MAPK pathway and NF-kappa B signaling pathway mediate the initiation of lactation.•VNT4, DPP4, and NFKBIA are the key nodes of ceRNA.
Kazakh mares have attracted widespread attention with their outstanding lactation traits. Lactation is a complex dynamic process regulated by multiple factors. The extensive application of transcriptome sequencing technology enables researchers to further explore this biological issue. This study selected three pregnant and three non-pregnant Kazakh mares as the research subject. Their mammary glands were taken for transcriptome sequencing. The results show that there are 9 lncRNAs and 122 mRNAs differentially expressed between the two groups. GO enrichment analysis shows that there are 175 molecular functions, 59 cellular components, and 555 biological processes, including cellular hormone metabolic process, hormone catabolic process, and I-kappaB kinase/NF-kappaB signaling. KEGG enrichment analysis exhibits that these differential genes are mainly enriched in the NF-kappa B signaling pathway, steroid hormone biosynthesis, breast cancer, ECM-receptor interaction, and MAPK signaling pathway. WNT4, DPP4, and NFKBIA are key nodes regulating breast activation. Conclusions: Through the comparative analysis of the transcriptome data of mammary tissues of pregnant and non-pregnant mares, relevant differentially expressed genes are screened and analyzed. This study provides valuable fundamental data for investigating candidate genes related to the lactation regulation and mammogenesis of Kazakh horses.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>38246578</pmid><doi>10.1016/j.gene.2024.148189</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0003-4950-734X</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Animals biosynthesis breast neoplasms breasts catabolism Female Gene Expression Profiling - methods gene expression regulation genes Hormones Horses - genetics Kazakh horse lactation Lactation - genetics lncRNA mammary development Mammary gland mRNA Pregnancy RNA, Messenger - genetics steroid hormones Transcriptome wnt proteins |
title | Transcriptome identification of differential mammary genes of Kazakh horses during early pregnancy |
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