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Hepatic Transcriptome Analysis Reveals Genes, Polymorphisms, and Molecules Related to Lamb Tenderness
Tenderness is a key meat quality trait that determines the public acceptance of lamb consumption, so genetic improvement toward lamb with higher tenderness is pivotal for a sustainable sheep industry. However, unravelling the genomics controlling the tenderness is the first step. Therefore, this stu...
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Published in: | Animals (Basel) 2023-02, Vol.13 (4), p.674 |
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creator | Listyarini, Kasita Sumantri, Cece Rahayu, Sri Islam, Md Aminul Akter, Syeda Hasina Uddin, Muhammad Jasim Gunawan, Asep |
description | Tenderness is a key meat quality trait that determines the public acceptance of lamb consumption, so genetic improvement toward lamb with higher tenderness is pivotal for a sustainable sheep industry. However, unravelling the genomics controlling the tenderness is the first step. Therefore, this study aimed to identify the transcriptome signatures and polymorphisms related to divergent lamb tenderness using RNA deep sequencing. Since the molecules and enzymes that control muscle growth and tenderness are metabolized and synthesized in the liver, hepatic tissues of ten sheep with divergent phenotypes: five high- and five low-lamb tenderness samples were applied for deep sequencing. Sequence analysis identified the number of reads ranged from 21.37 to 25.37 million bases with a mean value of 22.90 million bases. In total, 328 genes are detected as differentially expressed (DEGs) including 110 and 218 genes that were up- and down-regulated, respectively. Pathway analysis showed steroid hormone biosynthesis as the dominant pathway behind the lamb tenderness. Gene expression analysis identified the top high (such as
,
,
,
, and
) and low (such as
,
,
,
, and
) expressed candidate genes. Polymorphism and association analysis revealed that mutation in
,
, and
genes could be potential candidate markers for tenderness in sheep. The genes and pathways identified in this study cause variation in tenderness, thus could be potential genetic markers to improve meat quality in sheep. However, further validation is needed to confirm the effect of these markers in different sheep populations so that these could be used in a selection program for lamb with high tenderness. |
doi_str_mv | 10.3390/ani13040674 |
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,
,
,
, and
) and low (such as
,
,
,
, and
) expressed candidate genes. Polymorphism and association analysis revealed that mutation in
,
, and
genes could be potential candidate markers for tenderness in sheep. The genes and pathways identified in this study cause variation in tenderness, thus could be potential genetic markers to improve meat quality in sheep. However, further validation is needed to confirm the effect of these markers in different sheep populations so that these could be used in a selection program for lamb with high tenderness.</description><identifier>ISSN: 2076-2615</identifier><identifier>EISSN: 2076-2615</identifier><identifier>DOI: 10.3390/ani13040674</identifier><identifier>PMID: 36830461</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Animal populations ; Animals ; Association analysis ; Biosynthesis ; Cooking ; Divergence ; Gene expression ; Gene polymorphism ; Generalized linear models ; Genes ; genetic marker ; Genetic markers ; Genetic polymorphisms ; Genomes ; Genomics ; Glucose ; Lamb ; Liver ; Marketing research ; Meat ; Meat quality ; Muscles ; Mutation ; next generation genome sequencing ; Phenotypes ; Polymorphism ; RNA ; Sequence analysis ; Sheep ; single nucleotide polymorphism ; Transcriptomes ; Vitamin E</subject><ispartof>Animals (Basel), 2023-02, Vol.13 (4), p.674</ispartof><rights>COPYRIGHT 2023 MDPI AG</rights><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/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2023 by the authors. 2023</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c542t-7ccf86ded72bd1045f67204aed9cf0b5b2e5e557a4296de66a38c49ff652c9563</citedby><cites>FETCH-LOGICAL-c542t-7ccf86ded72bd1045f67204aed9cf0b5b2e5e557a4296de66a38c49ff652c9563</cites><orcidid>0000-0002-5302-7472 ; 0000-0003-0468-2443 ; 0000-0003-1979-9652 ; 0000-0002-6732-5534</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2779511779/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2779511779?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,724,777,781,882,25734,27905,27906,36993,36994,44571,53772,53774,74875</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36830461$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Listyarini, Kasita</creatorcontrib><creatorcontrib>Sumantri, Cece</creatorcontrib><creatorcontrib>Rahayu, Sri</creatorcontrib><creatorcontrib>Islam, Md Aminul</creatorcontrib><creatorcontrib>Akter, Syeda Hasina</creatorcontrib><creatorcontrib>Uddin, Muhammad Jasim</creatorcontrib><creatorcontrib>Gunawan, Asep</creatorcontrib><title>Hepatic Transcriptome Analysis Reveals Genes, Polymorphisms, and Molecules Related to Lamb Tenderness</title><title>Animals (Basel)</title><addtitle>Animals (Basel)</addtitle><description>Tenderness is a key meat quality trait that determines the public acceptance of lamb consumption, so genetic improvement toward lamb with higher tenderness is pivotal for a sustainable sheep industry. However, unravelling the genomics controlling the tenderness is the first step. Therefore, this study aimed to identify the transcriptome signatures and polymorphisms related to divergent lamb tenderness using RNA deep sequencing. Since the molecules and enzymes that control muscle growth and tenderness are metabolized and synthesized in the liver, hepatic tissues of ten sheep with divergent phenotypes: five high- and five low-lamb tenderness samples were applied for deep sequencing. Sequence analysis identified the number of reads ranged from 21.37 to 25.37 million bases with a mean value of 22.90 million bases. In total, 328 genes are detected as differentially expressed (DEGs) including 110 and 218 genes that were up- and down-regulated, respectively. Pathway analysis showed steroid hormone biosynthesis as the dominant pathway behind the lamb tenderness. Gene expression analysis identified the top high (such as
,
,
,
, and
) and low (such as
,
,
,
, and
) expressed candidate genes. Polymorphism and association analysis revealed that mutation in
,
, and
genes could be potential candidate markers for tenderness in sheep. The genes and pathways identified in this study cause variation in tenderness, thus could be potential genetic markers to improve meat quality in sheep. However, further validation is needed to confirm the effect of these markers in different sheep populations so that these could be used in a selection program for lamb with high tenderness.</description><subject>Animal populations</subject><subject>Animals</subject><subject>Association analysis</subject><subject>Biosynthesis</subject><subject>Cooking</subject><subject>Divergence</subject><subject>Gene expression</subject><subject>Gene polymorphism</subject><subject>Generalized linear models</subject><subject>Genes</subject><subject>genetic marker</subject><subject>Genetic markers</subject><subject>Genetic polymorphisms</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Glucose</subject><subject>Lamb</subject><subject>Liver</subject><subject>Marketing research</subject><subject>Meat</subject><subject>Meat quality</subject><subject>Muscles</subject><subject>Mutation</subject><subject>next generation genome sequencing</subject><subject>Phenotypes</subject><subject>Polymorphism</subject><subject>RNA</subject><subject>Sequence analysis</subject><subject>Sheep</subject><subject>single nucleotide polymorphism</subject><subject>Transcriptomes</subject><subject>Vitamin E</subject><issn>2076-2615</issn><issn>2076-2615</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNptkt9r2zAQgM3YWEvbp70Pw14GXTpJtqToZRDK1hYyNkb2LGTpnCrYUibZhfz3Oy9dm4xZ4B_Sd598uiuKN5RcVZUiH03wtCI1EbJ-UZwyIsWMCcpfHryfFBc5bwhekleU09fFSSXmGCToaQG3sDWDt-UqmZBt8tsh9lAugul22efyBzyA6XJ5AwHyh_J77HZ9TNt7n3v8NMGVX2MHduxgYjszgCuHWC5N35QrCA4SxuXz4lWLFrh4fJ4VP798Xl3fzpbfbu6uF8uZ5TUbZtLadi4cOMkaR0nNWyEZqQ04ZVvS8IYBB86lqZlCTAhTzW2t2lZwZhUX1Vlxt_e6aDZ6m3xv0k5H4_WfiZjW2iTMtgMNiswZVYY4XtVWoZAqcHWL5yKBMIOuT3vXdmx6cBbCkEx3JD1eCf5er-ODVopToaafef8oSPHXCHnQvc8Wus4EiGPWTM6nkmDxEH33D7qJY8IaTJREH8X7M7U2mIAPbcR97STVC8mpokwKjtTVfygcDnpvY4DW4_xRwOU-wKaYc4L2KUdK9NRk-qDJkH57eCxP7N-Wqn4D0MTLPQ</recordid><startdate>20230201</startdate><enddate>20230201</enddate><creator>Listyarini, Kasita</creator><creator>Sumantri, Cece</creator><creator>Rahayu, Sri</creator><creator>Islam, Md Aminul</creator><creator>Akter, Syeda Hasina</creator><creator>Uddin, Muhammad Jasim</creator><creator>Gunawan, Asep</creator><general>MDPI AG</general><general>MDPI</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</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/0000-0002-5302-7472</orcidid><orcidid>https://orcid.org/0000-0003-0468-2443</orcidid><orcidid>https://orcid.org/0000-0003-1979-9652</orcidid><orcidid>https://orcid.org/0000-0002-6732-5534</orcidid></search><sort><creationdate>20230201</creationdate><title>Hepatic Transcriptome Analysis Reveals Genes, Polymorphisms, and Molecules Related to Lamb Tenderness</title><author>Listyarini, Kasita ; Sumantri, Cece ; Rahayu, Sri ; Islam, Md Aminul ; Akter, Syeda Hasina ; Uddin, Muhammad Jasim ; Gunawan, Asep</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c542t-7ccf86ded72bd1045f67204aed9cf0b5b2e5e557a4296de66a38c49ff652c9563</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Animal populations</topic><topic>Animals</topic><topic>Association analysis</topic><topic>Biosynthesis</topic><topic>Cooking</topic><topic>Divergence</topic><topic>Gene expression</topic><topic>Gene polymorphism</topic><topic>Generalized linear models</topic><topic>Genes</topic><topic>genetic marker</topic><topic>Genetic markers</topic><topic>Genetic polymorphisms</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Glucose</topic><topic>Lamb</topic><topic>Liver</topic><topic>Marketing research</topic><topic>Meat</topic><topic>Meat quality</topic><topic>Muscles</topic><topic>Mutation</topic><topic>next generation genome sequencing</topic><topic>Phenotypes</topic><topic>Polymorphism</topic><topic>RNA</topic><topic>Sequence analysis</topic><topic>Sheep</topic><topic>single nucleotide polymorphism</topic><topic>Transcriptomes</topic><topic>Vitamin E</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Listyarini, Kasita</creatorcontrib><creatorcontrib>Sumantri, Cece</creatorcontrib><creatorcontrib>Rahayu, Sri</creatorcontrib><creatorcontrib>Islam, Md Aminul</creatorcontrib><creatorcontrib>Akter, Syeda Hasina</creatorcontrib><creatorcontrib>Uddin, Muhammad Jasim</creatorcontrib><creatorcontrib>Gunawan, Asep</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</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>Animals (Basel)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Listyarini, Kasita</au><au>Sumantri, Cece</au><au>Rahayu, Sri</au><au>Islam, Md Aminul</au><au>Akter, Syeda Hasina</au><au>Uddin, Muhammad Jasim</au><au>Gunawan, Asep</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Hepatic Transcriptome Analysis Reveals Genes, Polymorphisms, and Molecules Related to Lamb Tenderness</atitle><jtitle>Animals (Basel)</jtitle><addtitle>Animals (Basel)</addtitle><date>2023-02-01</date><risdate>2023</risdate><volume>13</volume><issue>4</issue><spage>674</spage><pages>674-</pages><issn>2076-2615</issn><eissn>2076-2615</eissn><abstract>Tenderness is a key meat quality trait that determines the public acceptance of lamb consumption, so genetic improvement toward lamb with higher tenderness is pivotal for a sustainable sheep industry. However, unravelling the genomics controlling the tenderness is the first step. Therefore, this study aimed to identify the transcriptome signatures and polymorphisms related to divergent lamb tenderness using RNA deep sequencing. Since the molecules and enzymes that control muscle growth and tenderness are metabolized and synthesized in the liver, hepatic tissues of ten sheep with divergent phenotypes: five high- and five low-lamb tenderness samples were applied for deep sequencing. Sequence analysis identified the number of reads ranged from 21.37 to 25.37 million bases with a mean value of 22.90 million bases. In total, 328 genes are detected as differentially expressed (DEGs) including 110 and 218 genes that were up- and down-regulated, respectively. Pathway analysis showed steroid hormone biosynthesis as the dominant pathway behind the lamb tenderness. Gene expression analysis identified the top high (such as
,
,
,
, and
) and low (such as
,
,
,
, and
) expressed candidate genes. Polymorphism and association analysis revealed that mutation in
,
, and
genes could be potential candidate markers for tenderness in sheep. The genes and pathways identified in this study cause variation in tenderness, thus could be potential genetic markers to improve meat quality in sheep. However, further validation is needed to confirm the effect of these markers in different sheep populations so that these could be used in a selection program for lamb with high tenderness.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>36830461</pmid><doi>10.3390/ani13040674</doi><orcidid>https://orcid.org/0000-0002-5302-7472</orcidid><orcidid>https://orcid.org/0000-0003-0468-2443</orcidid><orcidid>https://orcid.org/0000-0003-1979-9652</orcidid><orcidid>https://orcid.org/0000-0002-6732-5534</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Animal populations Animals Association analysis Biosynthesis Cooking Divergence Gene expression Gene polymorphism Generalized linear models Genes genetic marker Genetic markers Genetic polymorphisms Genomes Genomics Glucose Lamb Liver Marketing research Meat Meat quality Muscles Mutation next generation genome sequencing Phenotypes Polymorphism RNA Sequence analysis Sheep single nucleotide polymorphism Transcriptomes Vitamin E |
title | Hepatic Transcriptome Analysis Reveals Genes, Polymorphisms, and Molecules Related to Lamb Tenderness |
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