Loading…
Differential Expression of MicroRNAs in Dark-Cutting Meat from Beef Carcasses
“Dark-cutting” meat in beef carcasses can result from conditions such as long-term stress and depleted glycogen stores, but some aspects of the physiological mechanisms that cause dark-cutting phenotypes remain poorly understood. Certain responses to stress factors in fully developed tissues are kno...
Saved in:
Published in: | Applied sciences 2022-04, Vol.12 (7), p.3555 |
---|---|
Main Authors: | , , , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c294t-deef6a47d42315e1d210b8544e80bee62169bcd27e07e91716b5bce60dd9111e3 |
---|---|
cites | cdi_FETCH-LOGICAL-c294t-deef6a47d42315e1d210b8544e80bee62169bcd27e07e91716b5bce60dd9111e3 |
container_end_page | |
container_issue | 7 |
container_start_page | 3555 |
container_title | Applied sciences |
container_volume | 12 |
creator | Riggs, Penny K. Therrien, Dustin A. Vaughn, Robert N. Rotenberry, Marissa L. Davis, Brian W. Herring, Andy D. Riley, David G. Cross, H. Russell |
description | “Dark-cutting” meat in beef carcasses can result from conditions such as long-term stress and depleted glycogen stores, but some aspects of the physiological mechanisms that cause dark-cutting phenotypes remain poorly understood. Certain responses to stress factors in fully developed tissues are known to be regulated by specific microRNAs. We investigated microRNA expression in Longissimus lumborum biopsies from carcasses derived from a contemporary group of 78 steers from which a high incidence of dark-cutting meat occurred. Our objective was to identify any potential microRNA signatures that reflect the impact of environmental factors and stresses on genetic signaling networks and result in dark-cutting beef (also known as dark, firm, and dry, or DFD) in some animals. MicroRNA expression was quantified by Illumina NextSeq small RNA sequencing. When RNA extracts from DFD muscle biopsy samples were compared with normal, non-DFD (NON) samples, 29 differentially expressed microRNAs were identified in which expression was at least 20% different in the DFD samples (DFD/NON fold ratio ≤0.8 or ≥1.2). When correction for multiple testing was applied, a single microRNA bta-miR-2422 was identified at a false discovery probability (FDR) of 5.4%. If FDR was relaxed to 30%, additional microRNAs were differentially expressed (bta-miR-10174-5p, bta-miR-1260b, bta-miR-144, bta-miR-142-5p, bta-miR-2285at, bta-miR-2285e, bta-miR-3613a). These microRNAs may play a role in regulating aspects of stress responses that ultimately result in dark-cutting beef carcasses. |
doi_str_mv | 10.3390/app12073555 |
format | article |
fullrecord | <record><control><sourceid>proquest_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_680e1269748a44e09f925a1c2789bc2c</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_680e1269748a44e09f925a1c2789bc2c</doaj_id><sourcerecordid>2648985961</sourcerecordid><originalsourceid>FETCH-LOGICAL-c294t-deef6a47d42315e1d210b8544e80bee62169bcd27e07e91716b5bce60dd9111e3</originalsourceid><addsrcrecordid>eNpNUNFKwzAUDaLgmHvyBwI-SjU3bdPkcXZTB5uC6HNI29uRuTU16UD_3uhEdl_u4XLuOYdDyCWwmzRV7Nb0PXBWpHmen5BRRCJJMyhOj_A5mYSwYXEUpBLYiKxmtm3RYzdYs6Xzz95jCNZ11LV0ZWvvXp6mgdqOzox_T8r9MNhuTVdoBtp6t6N3iC0tja9NCBguyFlrtgEnf3tM3u7nr-Vjsnx-WJTTZVJzlQ1JE5-EyYom4ynkCA0HVsk8y1CyClFwEKqqG14gK1BBAaLKqxoFaxoFAJiOyeKg2ziz0b23O-O_tDNW_x6cX2vjB1tvUQvJELhQRSZNNGCqVTw3UPNCRg9eR62rg1bv3ccew6A3bu-7GF9zkUklcyUgsq4PrFhJCB7bf1dg-qd-fVR_-g2FInWN</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2648985961</pqid></control><display><type>article</type><title>Differential Expression of MicroRNAs in Dark-Cutting Meat from Beef Carcasses</title><source>Publicly Available Content Database</source><creator>Riggs, Penny K. ; Therrien, Dustin A. ; Vaughn, Robert N. ; Rotenberry, Marissa L. ; Davis, Brian W. ; Herring, Andy D. ; Riley, David G. ; Cross, H. Russell</creator><creatorcontrib>Riggs, Penny K. ; Therrien, Dustin A. ; Vaughn, Robert N. ; Rotenberry, Marissa L. ; Davis, Brian W. ; Herring, Andy D. ; Riley, David G. ; Cross, H. Russell</creatorcontrib><description>“Dark-cutting” meat in beef carcasses can result from conditions such as long-term stress and depleted glycogen stores, but some aspects of the physiological mechanisms that cause dark-cutting phenotypes remain poorly understood. Certain responses to stress factors in fully developed tissues are known to be regulated by specific microRNAs. We investigated microRNA expression in Longissimus lumborum biopsies from carcasses derived from a contemporary group of 78 steers from which a high incidence of dark-cutting meat occurred. Our objective was to identify any potential microRNA signatures that reflect the impact of environmental factors and stresses on genetic signaling networks and result in dark-cutting beef (also known as dark, firm, and dry, or DFD) in some animals. MicroRNA expression was quantified by Illumina NextSeq small RNA sequencing. When RNA extracts from DFD muscle biopsy samples were compared with normal, non-DFD (NON) samples, 29 differentially expressed microRNAs were identified in which expression was at least 20% different in the DFD samples (DFD/NON fold ratio ≤0.8 or ≥1.2). When correction for multiple testing was applied, a single microRNA bta-miR-2422 was identified at a false discovery probability (FDR) of 5.4%. If FDR was relaxed to 30%, additional microRNAs were differentially expressed (bta-miR-10174-5p, bta-miR-1260b, bta-miR-144, bta-miR-142-5p, bta-miR-2285at, bta-miR-2285e, bta-miR-3613a). These microRNAs may play a role in regulating aspects of stress responses that ultimately result in dark-cutting beef carcasses.</description><identifier>ISSN: 2076-3417</identifier><identifier>EISSN: 2076-3417</identifier><identifier>DOI: 10.3390/app12073555</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Animals ; Beef ; Beef cattle ; Biopsy ; Carcasses ; dark cutter ; DFD ; Economic impact ; Environmental factors ; Gene expression ; Genotype & phenotype ; Glycogen ; Glycogens ; Meat ; meat quality ; MicroRNAs ; miRNA ; Muscles ; Musculoskeletal system ; Packaging ; Phenotypes ; Physiology ; skeletal muscle ; stress ; Stress response ; Weaning</subject><ispartof>Applied sciences, 2022-04, Vol.12 (7), p.3555</ispartof><rights>2022 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><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c294t-deef6a47d42315e1d210b8544e80bee62169bcd27e07e91716b5bce60dd9111e3</citedby><cites>FETCH-LOGICAL-c294t-deef6a47d42315e1d210b8544e80bee62169bcd27e07e91716b5bce60dd9111e3</cites><orcidid>0000-0002-6121-135X ; 0000-0002-1967-6495 ; 0000-0003-3296-320X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2648985961/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2648985961?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,25753,27924,27925,37012,44590,75126</link.rule.ids></links><search><creatorcontrib>Riggs, Penny K.</creatorcontrib><creatorcontrib>Therrien, Dustin A.</creatorcontrib><creatorcontrib>Vaughn, Robert N.</creatorcontrib><creatorcontrib>Rotenberry, Marissa L.</creatorcontrib><creatorcontrib>Davis, Brian W.</creatorcontrib><creatorcontrib>Herring, Andy D.</creatorcontrib><creatorcontrib>Riley, David G.</creatorcontrib><creatorcontrib>Cross, H. Russell</creatorcontrib><title>Differential Expression of MicroRNAs in Dark-Cutting Meat from Beef Carcasses</title><title>Applied sciences</title><description>“Dark-cutting” meat in beef carcasses can result from conditions such as long-term stress and depleted glycogen stores, but some aspects of the physiological mechanisms that cause dark-cutting phenotypes remain poorly understood. Certain responses to stress factors in fully developed tissues are known to be regulated by specific microRNAs. We investigated microRNA expression in Longissimus lumborum biopsies from carcasses derived from a contemporary group of 78 steers from which a high incidence of dark-cutting meat occurred. Our objective was to identify any potential microRNA signatures that reflect the impact of environmental factors and stresses on genetic signaling networks and result in dark-cutting beef (also known as dark, firm, and dry, or DFD) in some animals. MicroRNA expression was quantified by Illumina NextSeq small RNA sequencing. When RNA extracts from DFD muscle biopsy samples were compared with normal, non-DFD (NON) samples, 29 differentially expressed microRNAs were identified in which expression was at least 20% different in the DFD samples (DFD/NON fold ratio ≤0.8 or ≥1.2). When correction for multiple testing was applied, a single microRNA bta-miR-2422 was identified at a false discovery probability (FDR) of 5.4%. If FDR was relaxed to 30%, additional microRNAs were differentially expressed (bta-miR-10174-5p, bta-miR-1260b, bta-miR-144, bta-miR-142-5p, bta-miR-2285at, bta-miR-2285e, bta-miR-3613a). These microRNAs may play a role in regulating aspects of stress responses that ultimately result in dark-cutting beef carcasses.</description><subject>Animals</subject><subject>Beef</subject><subject>Beef cattle</subject><subject>Biopsy</subject><subject>Carcasses</subject><subject>dark cutter</subject><subject>DFD</subject><subject>Economic impact</subject><subject>Environmental factors</subject><subject>Gene expression</subject><subject>Genotype & phenotype</subject><subject>Glycogen</subject><subject>Glycogens</subject><subject>Meat</subject><subject>meat quality</subject><subject>MicroRNAs</subject><subject>miRNA</subject><subject>Muscles</subject><subject>Musculoskeletal system</subject><subject>Packaging</subject><subject>Phenotypes</subject><subject>Physiology</subject><subject>skeletal muscle</subject><subject>stress</subject><subject>Stress response</subject><subject>Weaning</subject><issn>2076-3417</issn><issn>2076-3417</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpNUNFKwzAUDaLgmHvyBwI-SjU3bdPkcXZTB5uC6HNI29uRuTU16UD_3uhEdl_u4XLuOYdDyCWwmzRV7Nb0PXBWpHmen5BRRCJJMyhOj_A5mYSwYXEUpBLYiKxmtm3RYzdYs6Xzz95jCNZ11LV0ZWvvXp6mgdqOzox_T8r9MNhuTVdoBtp6t6N3iC0tja9NCBguyFlrtgEnf3tM3u7nr-Vjsnx-WJTTZVJzlQ1JE5-EyYom4ynkCA0HVsk8y1CyClFwEKqqG14gK1BBAaLKqxoFaxoFAJiOyeKg2ziz0b23O-O_tDNW_x6cX2vjB1tvUQvJELhQRSZNNGCqVTw3UPNCRg9eR62rg1bv3ccew6A3bu-7GF9zkUklcyUgsq4PrFhJCB7bf1dg-qd-fVR_-g2FInWN</recordid><startdate>20220401</startdate><enddate>20220401</enddate><creator>Riggs, Penny K.</creator><creator>Therrien, Dustin A.</creator><creator>Vaughn, Robert N.</creator><creator>Rotenberry, Marissa L.</creator><creator>Davis, Brian W.</creator><creator>Herring, Andy D.</creator><creator>Riley, David G.</creator><creator>Cross, H. Russell</creator><general>MDPI AG</general><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>DOA</scope><orcidid>https://orcid.org/0000-0002-6121-135X</orcidid><orcidid>https://orcid.org/0000-0002-1967-6495</orcidid><orcidid>https://orcid.org/0000-0003-3296-320X</orcidid></search><sort><creationdate>20220401</creationdate><title>Differential Expression of MicroRNAs in Dark-Cutting Meat from Beef Carcasses</title><author>Riggs, Penny K. ; Therrien, Dustin A. ; Vaughn, Robert N. ; Rotenberry, Marissa L. ; Davis, Brian W. ; Herring, Andy D. ; Riley, David G. ; Cross, H. Russell</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c294t-deef6a47d42315e1d210b8544e80bee62169bcd27e07e91716b5bce60dd9111e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Animals</topic><topic>Beef</topic><topic>Beef cattle</topic><topic>Biopsy</topic><topic>Carcasses</topic><topic>dark cutter</topic><topic>DFD</topic><topic>Economic impact</topic><topic>Environmental factors</topic><topic>Gene expression</topic><topic>Genotype & phenotype</topic><topic>Glycogen</topic><topic>Glycogens</topic><topic>Meat</topic><topic>meat quality</topic><topic>MicroRNAs</topic><topic>miRNA</topic><topic>Muscles</topic><topic>Musculoskeletal system</topic><topic>Packaging</topic><topic>Phenotypes</topic><topic>Physiology</topic><topic>skeletal muscle</topic><topic>stress</topic><topic>Stress response</topic><topic>Weaning</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Riggs, Penny K.</creatorcontrib><creatorcontrib>Therrien, Dustin A.</creatorcontrib><creatorcontrib>Vaughn, Robert N.</creatorcontrib><creatorcontrib>Rotenberry, Marissa L.</creatorcontrib><creatorcontrib>Davis, Brian W.</creatorcontrib><creatorcontrib>Herring, Andy D.</creatorcontrib><creatorcontrib>Riley, David G.</creatorcontrib><creatorcontrib>Cross, H. Russell</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</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>DOAJ Directory of Open Access Journals</collection><jtitle>Applied sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Riggs, Penny K.</au><au>Therrien, Dustin A.</au><au>Vaughn, Robert N.</au><au>Rotenberry, Marissa L.</au><au>Davis, Brian W.</au><au>Herring, Andy D.</au><au>Riley, David G.</au><au>Cross, H. Russell</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Differential Expression of MicroRNAs in Dark-Cutting Meat from Beef Carcasses</atitle><jtitle>Applied sciences</jtitle><date>2022-04-01</date><risdate>2022</risdate><volume>12</volume><issue>7</issue><spage>3555</spage><pages>3555-</pages><issn>2076-3417</issn><eissn>2076-3417</eissn><abstract>“Dark-cutting” meat in beef carcasses can result from conditions such as long-term stress and depleted glycogen stores, but some aspects of the physiological mechanisms that cause dark-cutting phenotypes remain poorly understood. Certain responses to stress factors in fully developed tissues are known to be regulated by specific microRNAs. We investigated microRNA expression in Longissimus lumborum biopsies from carcasses derived from a contemporary group of 78 steers from which a high incidence of dark-cutting meat occurred. Our objective was to identify any potential microRNA signatures that reflect the impact of environmental factors and stresses on genetic signaling networks and result in dark-cutting beef (also known as dark, firm, and dry, or DFD) in some animals. MicroRNA expression was quantified by Illumina NextSeq small RNA sequencing. When RNA extracts from DFD muscle biopsy samples were compared with normal, non-DFD (NON) samples, 29 differentially expressed microRNAs were identified in which expression was at least 20% different in the DFD samples (DFD/NON fold ratio ≤0.8 or ≥1.2). When correction for multiple testing was applied, a single microRNA bta-miR-2422 was identified at a false discovery probability (FDR) of 5.4%. If FDR was relaxed to 30%, additional microRNAs were differentially expressed (bta-miR-10174-5p, bta-miR-1260b, bta-miR-144, bta-miR-142-5p, bta-miR-2285at, bta-miR-2285e, bta-miR-3613a). These microRNAs may play a role in regulating aspects of stress responses that ultimately result in dark-cutting beef carcasses.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/app12073555</doi><orcidid>https://orcid.org/0000-0002-6121-135X</orcidid><orcidid>https://orcid.org/0000-0002-1967-6495</orcidid><orcidid>https://orcid.org/0000-0003-3296-320X</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2076-3417 |
ispartof | Applied sciences, 2022-04, Vol.12 (7), p.3555 |
issn | 2076-3417 2076-3417 |
language | eng |
recordid | cdi_doaj_primary_oai_doaj_org_article_680e1269748a44e09f925a1c2789bc2c |
source | Publicly Available Content Database |
subjects | Animals Beef Beef cattle Biopsy Carcasses dark cutter DFD Economic impact Environmental factors Gene expression Genotype & phenotype Glycogen Glycogens Meat meat quality MicroRNAs miRNA Muscles Musculoskeletal system Packaging Phenotypes Physiology skeletal muscle stress Stress response Weaning |
title | Differential Expression of MicroRNAs in Dark-Cutting Meat from Beef Carcasses |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-05T09%3A46%3A51IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Differential%20Expression%20of%20MicroRNAs%20in%20Dark-Cutting%20Meat%20from%20Beef%20Carcasses&rft.jtitle=Applied%20sciences&rft.au=Riggs,%20Penny%20K.&rft.date=2022-04-01&rft.volume=12&rft.issue=7&rft.spage=3555&rft.pages=3555-&rft.issn=2076-3417&rft.eissn=2076-3417&rft_id=info:doi/10.3390/app12073555&rft_dat=%3Cproquest_doaj_%3E2648985961%3C/proquest_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c294t-deef6a47d42315e1d210b8544e80bee62169bcd27e07e91716b5bce60dd9111e3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2648985961&rft_id=info:pmid/&rfr_iscdi=true |