Maternal Rumen Bacteriota Shapes the Offspring Rumen Bacteriota, Affecting the Development of Young Ruminants
The maternal rumen microbiota can affect the infantile rumen microbiota and likely offspring growth, and some rumen microbes are heritable and are associated with host traits. However, little is known about the heritable microbes of the maternal rumen microbiota and their role in and effect on the g...
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Veröffentlicht in: | Microbiology spectrum 2023-02, Vol.11 (2), p.e0359022-e0359022 |
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description | The maternal rumen microbiota can affect the infantile rumen microbiota and likely offspring growth, and some rumen microbes are heritable and are associated with host traits. However, little is known about the heritable microbes of the maternal rumen microbiota and their role in and effect on the growth of young ruminants. From analyzing the ruminal bacteriota from 128 Hu sheep dams and their 179 offspring lambs, we identified the potential heritable rumen bacteria and developed random forest prediction models to predict birth weight, weaning weight, and preweaning gain of the young ruminants using rumen bacteria as predictors. We showed that the dams tended to shape the bacteriota of the offspring. About 4.0% of the prevalent amplicon sequence variants (ASVs) of rumen bacteria were heritable (
> 0.2 and
< 0.05), and together they accounted for 4.8% and 31.5% of the rumen bacteria in relative abundance in the dams and the lambs, respectively. Heritable bacteria classified to
appeared to play a key role in the rumen niche and contribute to rumen fermentation and the growth performance of lambs. Lamb growth traits could be successfully predicted using some maternal ASVs, and the accuracy of the predictive models was improved when some ASVs from both dams and their offspring were included.
Using a study design that enabled direct comparison of the rumen microbiota between sheep dams and their lambs, between littermates, and between sheep dams and lambs from other mothers, we identified the heritable subsets of rumen bacteriota in Hu sheep, some of which may play important roles in affecting the growth traits of young lambs. Some maternal rumen bacteria could help predict the growth traits of the young offspring, and they may assist in breeding of and selection for high-performance sheep. |
doi_str_mv | 10.1128/spectrum.03590-22 |
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> 0.2 and
< 0.05), and together they accounted for 4.8% and 31.5% of the rumen bacteria in relative abundance in the dams and the lambs, respectively. Heritable bacteria classified to
appeared to play a key role in the rumen niche and contribute to rumen fermentation and the growth performance of lambs. Lamb growth traits could be successfully predicted using some maternal ASVs, and the accuracy of the predictive models was improved when some ASVs from both dams and their offspring were included.
Using a study design that enabled direct comparison of the rumen microbiota between sheep dams and their lambs, between littermates, and between sheep dams and lambs from other mothers, we identified the heritable subsets of rumen bacteriota in Hu sheep, some of which may play important roles in affecting the growth traits of young lambs. Some maternal rumen bacteria could help predict the growth traits of the young offspring, and they may assist in breeding of and selection for high-performance sheep.</description><identifier>ISSN: 2165-0497</identifier><identifier>EISSN: 2165-0497</identifier><identifier>DOI: 10.1128/spectrum.03590-22</identifier><identifier>PMID: 36809041</identifier><language>eng</language><publisher>United States: American Society for Microbiology</publisher><subject>Host-Microbial Interactions ; Research Article</subject><ispartof>Microbiology spectrum, 2023-02, Vol.11 (2), p.e0359022-e0359022</ispartof><rights>Copyright © 2023 Jin et al.</rights><rights>Copyright © 2023 Jin et al. 2023 Jin et al.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a439t-166c0c2097b8a9687a347511318725b514aac0de8fc46b8a821d0067b9b2f45a3</citedby><cites>FETCH-LOGICAL-a439t-166c0c2097b8a9687a347511318725b514aac0de8fc46b8a821d0067b9b2f45a3</cites><orcidid>0000-0002-7213-3721 ; 0000-0002-6165-8522</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/PMC10100811/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10100811/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,864,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36809041$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Schmitz-Esser, Stephan</contributor><creatorcontrib>Jin, Shuwen</creatorcontrib><creatorcontrib>Zhang, Zhe</creatorcontrib><creatorcontrib>Zhang, Gonghai</creatorcontrib><creatorcontrib>He, Bo</creatorcontrib><creatorcontrib>Qin, Yilang</creatorcontrib><creatorcontrib>Yang, Bin</creatorcontrib><creatorcontrib>Yu, Zhongtang</creatorcontrib><creatorcontrib>Wang, Jiakun</creatorcontrib><title>Maternal Rumen Bacteriota Shapes the Offspring Rumen Bacteriota, Affecting the Development of Young Ruminants</title><title>Microbiology spectrum</title><addtitle>Microbiol Spectr</addtitle><addtitle>Microbiol Spectr</addtitle><description>The maternal rumen microbiota can affect the infantile rumen microbiota and likely offspring growth, and some rumen microbes are heritable and are associated with host traits. However, little is known about the heritable microbes of the maternal rumen microbiota and their role in and effect on the growth of young ruminants. From analyzing the ruminal bacteriota from 128 Hu sheep dams and their 179 offspring lambs, we identified the potential heritable rumen bacteria and developed random forest prediction models to predict birth weight, weaning weight, and preweaning gain of the young ruminants using rumen bacteria as predictors. We showed that the dams tended to shape the bacteriota of the offspring. About 4.0% of the prevalent amplicon sequence variants (ASVs) of rumen bacteria were heritable (
> 0.2 and
< 0.05), and together they accounted for 4.8% and 31.5% of the rumen bacteria in relative abundance in the dams and the lambs, respectively. Heritable bacteria classified to
appeared to play a key role in the rumen niche and contribute to rumen fermentation and the growth performance of lambs. Lamb growth traits could be successfully predicted using some maternal ASVs, and the accuracy of the predictive models was improved when some ASVs from both dams and their offspring were included.
Using a study design that enabled direct comparison of the rumen microbiota between sheep dams and their lambs, between littermates, and between sheep dams and lambs from other mothers, we identified the heritable subsets of rumen bacteriota in Hu sheep, some of which may play important roles in affecting the growth traits of young lambs. Some maternal rumen bacteria could help predict the growth traits of the young offspring, and they may assist in breeding of and selection for high-performance sheep.</description><subject>Host-Microbial Interactions</subject><subject>Research Article</subject><issn>2165-0497</issn><issn>2165-0497</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kU9P3DAQxa2KqqCFD9BLlSMHssw4ie2cKlhaQAKt1D-HnqyJ12aDkjjECVK_fb3sgkBIPXms-b15M3qMfUaYI3J1GnprxmFq55AVJaScf2AHHEWRQl7KvVf1PjsK4R4AEKHgBf_E9jOhoIQcD1h7S6MdOmqSH1Nru-ScTPzXfqTk55p6G5JxbZOlc6Ef6u7uHXWSnDkXF9n0NuSFfbSN7yM0Jt4lf_y0FdUddWM4ZB8dNcEe7d4Z-_3926_FVXqzvLxenN2klGflmKIQBgyHUlaKSqEkZbksEDNUkhdVgTmRgZVVzuQiIorjCkDIqqy4ywvKZuzrdm4_Va1dmbjNQI2OJ7Q0_NWeav2209VrfecfNQICqOg0Y8e7CYN_mGwYdVsHY5uGOuunoLmUqpRc5CKiuEXN4EMYrHvxQdCbqPRzVPopKs151My3Ggot1_d-2kQQ_iv48vqiF4vnJLN_VaqiGg</recordid><startdate>20230221</startdate><enddate>20230221</enddate><creator>Jin, Shuwen</creator><creator>Zhang, Zhe</creator><creator>Zhang, Gonghai</creator><creator>He, Bo</creator><creator>Qin, Yilang</creator><creator>Yang, Bin</creator><creator>Yu, Zhongtang</creator><creator>Wang, Jiakun</creator><general>American Society for Microbiology</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-7213-3721</orcidid><orcidid>https://orcid.org/0000-0002-6165-8522</orcidid></search><sort><creationdate>20230221</creationdate><title>Maternal Rumen Bacteriota Shapes the Offspring Rumen Bacteriota, Affecting the Development of Young Ruminants</title><author>Jin, Shuwen ; Zhang, Zhe ; Zhang, Gonghai ; He, Bo ; Qin, Yilang ; Yang, Bin ; Yu, Zhongtang ; Wang, Jiakun</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a439t-166c0c2097b8a9687a347511318725b514aac0de8fc46b8a821d0067b9b2f45a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Host-Microbial Interactions</topic><topic>Research Article</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Jin, Shuwen</creatorcontrib><creatorcontrib>Zhang, Zhe</creatorcontrib><creatorcontrib>Zhang, Gonghai</creatorcontrib><creatorcontrib>He, Bo</creatorcontrib><creatorcontrib>Qin, Yilang</creatorcontrib><creatorcontrib>Yang, Bin</creatorcontrib><creatorcontrib>Yu, Zhongtang</creatorcontrib><creatorcontrib>Wang, Jiakun</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Microbiology spectrum</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Jin, Shuwen</au><au>Zhang, Zhe</au><au>Zhang, Gonghai</au><au>He, Bo</au><au>Qin, Yilang</au><au>Yang, Bin</au><au>Yu, Zhongtang</au><au>Wang, Jiakun</au><au>Schmitz-Esser, Stephan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Maternal Rumen Bacteriota Shapes the Offspring Rumen Bacteriota, Affecting the Development of Young Ruminants</atitle><jtitle>Microbiology spectrum</jtitle><stitle>Microbiol Spectr</stitle><addtitle>Microbiol Spectr</addtitle><date>2023-02-21</date><risdate>2023</risdate><volume>11</volume><issue>2</issue><spage>e0359022</spage><epage>e0359022</epage><pages>e0359022-e0359022</pages><issn>2165-0497</issn><eissn>2165-0497</eissn><abstract>The maternal rumen microbiota can affect the infantile rumen microbiota and likely offspring growth, and some rumen microbes are heritable and are associated with host traits. However, little is known about the heritable microbes of the maternal rumen microbiota and their role in and effect on the growth of young ruminants. From analyzing the ruminal bacteriota from 128 Hu sheep dams and their 179 offspring lambs, we identified the potential heritable rumen bacteria and developed random forest prediction models to predict birth weight, weaning weight, and preweaning gain of the young ruminants using rumen bacteria as predictors. We showed that the dams tended to shape the bacteriota of the offspring. About 4.0% of the prevalent amplicon sequence variants (ASVs) of rumen bacteria were heritable (
> 0.2 and
< 0.05), and together they accounted for 4.8% and 31.5% of the rumen bacteria in relative abundance in the dams and the lambs, respectively. Heritable bacteria classified to
appeared to play a key role in the rumen niche and contribute to rumen fermentation and the growth performance of lambs. Lamb growth traits could be successfully predicted using some maternal ASVs, and the accuracy of the predictive models was improved when some ASVs from both dams and their offspring were included.
Using a study design that enabled direct comparison of the rumen microbiota between sheep dams and their lambs, between littermates, and between sheep dams and lambs from other mothers, we identified the heritable subsets of rumen bacteriota in Hu sheep, some of which may play important roles in affecting the growth traits of young lambs. Some maternal rumen bacteria could help predict the growth traits of the young offspring, and they may assist in breeding of and selection for high-performance sheep.</abstract><cop>United States</cop><pub>American Society for Microbiology</pub><pmid>36809041</pmid><doi>10.1128/spectrum.03590-22</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0002-7213-3721</orcidid><orcidid>https://orcid.org/0000-0002-6165-8522</orcidid><oa>free_for_read</oa></addata></record> |
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title | Maternal Rumen Bacteriota Shapes the Offspring Rumen Bacteriota, Affecting the Development of Young Ruminants |
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