The Rumen Bacterial Community in Dairy Cows Is Correlated to Production Traits During Freshening Period
The rumen microbiome plays a vital role in providing nutrition to the host animal, thereby influencing ruminant production. Despite its importance, it is not fully understood how variation in the ruminal bacteria community composition influences dry matter intake (DMI), milk yield and ruminal fermen...
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Published in | Frontiers in microbiology Vol. 12; p. 630605 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
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04.03.2021
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Abstract | The rumen microbiome plays a vital role in providing nutrition to the host animal, thereby influencing ruminant production. Despite its importance, it is not fully understood how variation in the ruminal bacteria community composition influences dry matter intake (DMI), milk yield and ruminal fermentative parameters in dairy cows, especially during freshening period. Here, we hypothesized that during early lactation, high DMI cows having a different ruminal microbiota than low DMI cows, and that this difference persists over time. To test this, we enrolled 65 fresh and determinzed their DMI using an auto-feed intake recording system. Fourteen days after calving, the 10 animals with the lowest (LFI) and the 10 animals with the highest (HFI)-average DMI were selected for further analysis. Rumen fluid was collected from these two cohorts at 1 (Fresh1d) and 14 days (Fresh14d) after calving and their ruminal microbiota were assessed using 16S rRNA sequencing. Volatile fatty acid (VFA) concentrations were also quantified. Comparison of the ruminal microbiotas between Fresh1d and Fresh14d showed that Fresh14d cows had a significantly higher relative abundance of VFA—producing microbes (
P
< 0.05), such as
Prevotella_7
and
Succinivibrionaceae_UCG-001
. This was commensurate with the concentrations of acetate, propionate, butyrate, valerate and total VFAs, were also significantly (
P
< 0.05) increased in Fresh14d cows. We also found that the differences in the ruminal microbiota between LFI and HFI cows was limited, but DMI significantly altered (
P
< 0.05) the relative proportion of bacteria in the families
Coriobacteriaceae
, and
Succinivibrionaceae
. Furthermore, specific operational taxonomic units belonging to the
Anaeroplasma
was significantly (
P
< 0.05) correlated with DMI and milk yield. Taking together, our findings provide a framework for future studies of freshening period cow that seek to better understand the role of the ruminal microbiota during this critical period in the lactation cycle. |
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AbstractList | The rumen microbiome plays a vital role in providing nutrition to the host animal, thereby influencing ruminant production. Despite its importance, it is not fully understood how variation in the ruminal bacteria community composition influences dry matter intake (DMI), milk yield and ruminal fermentative parameters in dairy cows, especially during freshening period. Here, we hypothesized that during early lactation, high DMI cows having a different ruminal microbiota than low DMI cows, and that this difference persists over time. To test this, we enrolled 65 fresh and determinzed their DMI using an auto-feed intake recording system. Fourteen days after calving, the 10 animals with the lowest (LFI) and the 10 animals with the highest (HFI)-average DMI were selected for further analysis. Rumen fluid was collected from these two cohorts at 1 (Fresh1d) and 14 days (Fresh14d) after calving and their ruminal microbiota were assessed using 16S rRNA sequencing. Volatile fatty acid (VFA) concentrations were also quantified. Comparison of the ruminal microbiotas between Fresh1d and Fresh14d showed that Fresh14d cows had a significantly higher relative abundance of VFA—producing microbes (
P
< 0.05), such as
Prevotella_7
and
Succinivibrionaceae_UCG-001
. This was commensurate with the concentrations of acetate, propionate, butyrate, valerate and total VFAs, were also significantly (
P
< 0.05) increased in Fresh14d cows. We also found that the differences in the ruminal microbiota between LFI and HFI cows was limited, but DMI significantly altered (
P
< 0.05) the relative proportion of bacteria in the families
Coriobacteriaceae
, and
Succinivibrionaceae
. Furthermore, specific operational taxonomic units belonging to the
Anaeroplasma
was significantly (
P
< 0.05) correlated with DMI and milk yield. Taking together, our findings provide a framework for future studies of freshening period cow that seek to better understand the role of the ruminal microbiota during this critical period in the lactation cycle. The rumen microbiome plays a vital role in providing nutrition to the host animal, thereby influencing ruminant production. Despite its importance, it is not fully understood how variation in the ruminal bacteria community composition influences dry matter intake (DMI), milk yield and ruminal fermentative parameters in dairy cows, especially during freshening period. Here, we hypothesized that during early lactation, high DMI cows having a different ruminal microbiota than low DMI cows, and that this difference persists over time. To test this, we enrolled 65 fresh and determinzed their DMI using an auto-feed intake recording system. Fourteen days after calving, the 10 animals with the lowest (LFI) and the 10 animals with the highest (HFI)-average DMI were selected for further analysis. Rumen fluid was collected from these two cohorts at 1 (Fresh1d) and 14 days (Fresh14d) after calving and their ruminal microbiota were assessed using 16S rRNA sequencing. Volatile fatty acid (VFA) concentrations were also quantified. Comparison of the ruminal microbiotas between Fresh1d and Fresh14d showed that Fresh14d cows had a significantly higher relative abundance of VFA-producing microbes ( < 0.05), such as and . This was commensurate with the concentrations of acetate, propionate, butyrate, valerate and total VFAs, were also significantly ( < 0.05) increased in Fresh14d cows. We also found that the differences in the ruminal microbiota between LFI and HFI cows was limited, but DMI significantly altered ( < 0.05) the relative proportion of bacteria in the families , and . Furthermore, specific operational taxonomic units belonging to the was significantly ( < 0.05) correlated with DMI and milk yield. Taking together, our findings provide a framework for future studies of freshening period cow that seek to better understand the role of the ruminal microbiota during this critical period in the lactation cycle. The rumen microbiome plays a vital role in providing nutrition to the host animal, thereby influencing ruminant production. Despite its importance, it is not fully understood how variation in the ruminal bacteria community composition influences dry matter intake (DMI), milk yield and ruminal fermentative parameters in dairy cows, especially during freshening period. Here, we hypothesized that during early lactation, high DMI cows having a different ruminal microbiota than low DMI cows, and that this difference persists over time. To test this, we enrolled 65 fresh and determinzed their DMI using an auto-feed intake recording system. Fourteen days after calving, the 10 animals with the lowest (LFI) and the 10 animals with the highest (HFI)-average DMI were selected for further analysis. Rumen fluid was collected from these two cohorts at 1 (Fresh1d) and 14 days (Fresh14d) after calving and their ruminal microbiota were assessed using 16S rRNA sequencing. Volatile fatty acid (VFA) concentrations were also quantified. Comparison of the ruminal microbiotas between Fresh1d and Fresh14d showed that Fresh14d cows had a significantly higher relative abundance of VFA—producing microbes (P < 0.05), such as Prevotella_7 and Succinivibrionaceae_UCG-001. This was commensurate with the concentrations of acetate, propionate, butyrate, valerate and total VFAs, were also significantly (P < 0.05) increased in Fresh14d cows. We also found that the differences in the ruminal microbiota between LFI and HFI cows was limited, but DMI significantly altered (P < 0.05) the relative proportion of bacteria in the families Coriobacteriaceae, and Succinivibrionaceae. Furthermore, specific operational taxonomic units belonging to the Anaeroplasma was significantly (P < 0.05) correlated with DMI and milk yield. Taking together, our findings provide a framework for future studies of freshening period cow that seek to better understand the role of the ruminal microbiota during this critical period in the lactation cycle. The rumen microbiome plays a vital role in providing nutrition to the host animal, thereby influencing ruminant production. Despite its importance, it is not fully understood how variation in the ruminal bacteria community composition influences dry matter intake (DMI), milk yield and ruminal fermentative parameters in dairy cows, especially during freshening period. Here, we hypothesized that during early lactation, high DMI cows having a different ruminal microbiota than low DMI cows, and that this difference persists over time. To test this, we enrolled 65 fresh and determinzed their DMI using an auto-feed intake recording system. Fourteen days after calving, the 10 animals with the lowest (LFI) and the 10 animals with the highest (HFI)-average DMI were selected for further analysis. Rumen fluid was collected from these two cohorts at 1 (Fresh1d) and 14 days (Fresh14d) after calving and their ruminal microbiota were assessed using 16S rRNA sequencing. Volatile fatty acid (VFA) concentrations were also quantified. Comparison of the ruminal microbiotas between Fresh1d and Fresh14d showed that Fresh14d cows had a significantly higher relative abundance of VFA-producing microbes (P < 0.05), such as Prevotella_7 and Succinivibrionaceae_UCG-001. This was commensurate with the concentrations of acetate, propionate, butyrate, valerate and total VFAs, were also significantly (P < 0.05) increased in Fresh14d cows. We also found that the differences in the ruminal microbiota between LFI and HFI cows was limited, but DMI significantly altered (P < 0.05) the relative proportion of bacteria in the families Coriobacteriaceae, and Succinivibrionaceae. Furthermore, specific operational taxonomic units belonging to the Anaeroplasma was significantly (P < 0.05) correlated with DMI and milk yield. Taking together, our findings provide a framework for future studies of freshening period cow that seek to better understand the role of the ruminal microbiota during this critical period in the lactation cycle.The rumen microbiome plays a vital role in providing nutrition to the host animal, thereby influencing ruminant production. Despite its importance, it is not fully understood how variation in the ruminal bacteria community composition influences dry matter intake (DMI), milk yield and ruminal fermentative parameters in dairy cows, especially during freshening period. Here, we hypothesized that during early lactation, high DMI cows having a different ruminal microbiota than low DMI cows, and that this difference persists over time. To test this, we enrolled 65 fresh and determinzed their DMI using an auto-feed intake recording system. Fourteen days after calving, the 10 animals with the lowest (LFI) and the 10 animals with the highest (HFI)-average DMI were selected for further analysis. Rumen fluid was collected from these two cohorts at 1 (Fresh1d) and 14 days (Fresh14d) after calving and their ruminal microbiota were assessed using 16S rRNA sequencing. Volatile fatty acid (VFA) concentrations were also quantified. Comparison of the ruminal microbiotas between Fresh1d and Fresh14d showed that Fresh14d cows had a significantly higher relative abundance of VFA-producing microbes (P < 0.05), such as Prevotella_7 and Succinivibrionaceae_UCG-001. This was commensurate with the concentrations of acetate, propionate, butyrate, valerate and total VFAs, were also significantly (P < 0.05) increased in Fresh14d cows. We also found that the differences in the ruminal microbiota between LFI and HFI cows was limited, but DMI significantly altered (P < 0.05) the relative proportion of bacteria in the families Coriobacteriaceae, and Succinivibrionaceae. Furthermore, specific operational taxonomic units belonging to the Anaeroplasma was significantly (P < 0.05) correlated with DMI and milk yield. Taking together, our findings provide a framework for future studies of freshening period cow that seek to better understand the role of the ruminal microbiota during this critical period in the lactation cycle. |
Author | Li, Shengli Wang, Feiran Ji, Shoukun Huang, Shuai Suen, Garret |
AuthorAffiliation | 1 State Key Laboratory of Animal Nutrition, Beijing Engineering Technology Research Center of Raw Milk Quality and Safety Control, College of Animal Science and Technology, China Agricultural University , Beijing , China 3 Department of Bacteriology, University of Wisconsin-Madison , Madison, WI , United States 2 College of Animal Science and Technology, Hebei Agricultural University , Baoding , China |
AuthorAffiliation_xml | – name: 2 College of Animal Science and Technology, Hebei Agricultural University , Baoding , China – name: 1 State Key Laboratory of Animal Nutrition, Beijing Engineering Technology Research Center of Raw Milk Quality and Safety Control, College of Animal Science and Technology, China Agricultural University , Beijing , China – name: 3 Department of Bacteriology, University of Wisconsin-Madison , Madison, WI , United States |
Author_xml | – sequence: 1 givenname: Shuai surname: Huang fullname: Huang, Shuai – sequence: 2 givenname: Shoukun surname: Ji fullname: Ji, Shoukun – sequence: 3 givenname: Garret surname: Suen fullname: Suen, Garret – sequence: 4 givenname: Feiran surname: Wang fullname: Wang, Feiran – sequence: 5 givenname: Shengli surname: Li fullname: Li, Shengli |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/33746924$$D View this record in MEDLINE/PubMed |
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Cites_doi | 10.1111/jpi.12448 10.3168/jds.s0022-0302(88)79824-0 10.3168/jds.2017-14366 10.3168/jds.S0022-0302(61)89956-6 10.1128/mBio.00703-17 10.1371/journal.pone.0133234 10.3389/fmicb.2015.00296 10.1128/AEM.03138-14 10.1071/an12293 10.1073/pnas.0806191105 10.1093/nar/gkn879 10.1186/s40168-019-0699-1 10.1093/nar/gks1219 10.1016/j.anifeedsci.2019.114359 10.1186/s12866-017-1098-z 10.1038/ismej.2012.8 10.1093/bioinformatics/btq461 10.1038/nrmicro1817 10.1371/journal.pone.0187858 10.1093/femsec/fiw059 10.2527/jas2014-7621 10.1371/journal.pone.0085423 10.1038/ismej.2016.62 10.1038/nmeth0510-335 10.1007/978-0-387-98141-3 10.1371/journal.pone.0033306.g001 10.1093/bioinformatics/btt593 10.3168/jds.S0022-0302(93)77640-7 10.1093/bioinformatics/btr507 10.1371/journal.pone.0047879 10.1111/j.2517-6161.1995.tb02031.x 10.1093/jas/skaa070 10.3389/fmicb.2018.00048 10.1093/bioinformatics/btr381 |
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Copyright | Copyright © 2021 Huang, Ji, Suen, Wang and Li. Copyright © 2021 Huang, Ji, Suen, Wang and Li. 2021 Huang, Ji, Suen, Wang and Li |
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Keywords | production traits fresh cows dry matter intake ruminal bacteria 16S rRNA sequencing |
Language | English |
License | Copyright © 2021 Huang, Ji, Suen, Wang and Li. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Edited by: Xudong Sun, Heilongjiang Bayi Agricultural University, China This article was submitted to Systems Microbiology, a section of the journal Frontiers in Microbiology Reviewed by: Min Wang, Chinese Academy of Sciences, China; Xiliang Du, Jilin University, China |
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Title | The Rumen Bacterial Community in Dairy Cows Is Correlated to Production Traits During Freshening Period |
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