Diversity and community structure of anaerobic gut fungi in the rumen of wild and domesticated herbivores

The rumen houses a diverse community that plays a major role in the digestion process in ruminants. Anaerobic gut fungi (AGF) are key contributors to plant digestion in the rumen. Here, we present a global amplicon-based survey of the rumen AGF mycobiome by examining 206 samples from 15 animal speci...

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Veröffentlicht in:Applied and environmental microbiology 2024-02, Vol.90 (2), p.e0149223
Hauptverfasser: Meili, Casey H, TagElDein, Moustafa A, Jones, Adrienne L, Moon, Christina D, Andrews, Catherine, Kirk, Michelle R, Janssen, Peter H, J Yeoman, Carl, Grace, Savannah, Borgogna, Joanna-Lynn C, Foote, Andrew P, Nagy, Yosra I, Kashef, Mona T, Yassin, Aymen S, Elshahed, Mostafa S, Youssef, Noha H
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container_issue 2
container_start_page e0149223
container_title Applied and environmental microbiology
container_volume 90
creator Meili, Casey H
TagElDein, Moustafa A
Jones, Adrienne L
Moon, Christina D
Andrews, Catherine
Kirk, Michelle R
Janssen, Peter H
J Yeoman, Carl
Grace, Savannah
Borgogna, Joanna-Lynn C
Foote, Andrew P
Nagy, Yosra I
Kashef, Mona T
Yassin, Aymen S
Elshahed, Mostafa S
Youssef, Noha H
description The rumen houses a diverse community that plays a major role in the digestion process in ruminants. Anaerobic gut fungi (AGF) are key contributors to plant digestion in the rumen. Here, we present a global amplicon-based survey of the rumen AGF mycobiome by examining 206 samples from 15 animal species, 15 countries, and 6 continents. The rumen AGF mycobiome was highly diverse, with 81 out of 88 currently recognized AGF genera or candidate genera identified. However, only six genera ( NY9, and ) were present at >4% relative abundance. AGF diversity was higher in members of the families and compared to . Community structure analysis identified a pattern of phylosymbiosis, where host family (10% of total variance) and species (13.5%) partially explained the rumen mycobiome composition. As well, diet composition (9%-19%), domestication (11.14%), and biogeography (14.1%) also partially explained AGF community structure; although sampling limitation, geographic range restrictions, and direct association between different factors hindered accurate elucidation of the relative contribution of each factor. Pairwise comparison of rumen and fecal samples obtained from the same subject ( = 13) demonstrated greater diversity and inter-sample variability in rumen versus fecal samples. The genera and were present in higher abundance in rumen samples, while and were enriched in fecal samples. Comparative analysis of global rumen and feces data sets revealed a similar pattern. Our results provide a global view of AGF community in the rumen and identify patterns of AGF variability between rumen and feces in herbivores Gastrointestinal (GI) tract.IMPORTANCERuminants are highly successful and economically important mammalian suborder. Ruminants are herbivores that digest plant material with the aid of microorganisms residing in their GI tract. In ruminants, the rumen compartment represents the most important location where microbially mediated plant digestion occurs, and is known to house a bewildering array of microbial diversity. An important component of the rumen microbiome is the anaerobic gut fungi (AGF), members of the phylum . So far, studies examining AGF diversity have mostly employed fecal samples, and little is currently known regarding the identity of AGF residing in the rumen compartment, factors that impact the observed patterns of diversity and community structure of AGF in the rumen, and how AGF communities in the rumen compare to AGF communities in feces. Her
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Anaerobic gut fungi (AGF) are key contributors to plant digestion in the rumen. Here, we present a global amplicon-based survey of the rumen AGF mycobiome by examining 206 samples from 15 animal species, 15 countries, and 6 continents. The rumen AGF mycobiome was highly diverse, with 81 out of 88 currently recognized AGF genera or candidate genera identified. However, only six genera ( NY9, and ) were present at &gt;4% relative abundance. AGF diversity was higher in members of the families and compared to . Community structure analysis identified a pattern of phylosymbiosis, where host family (10% of total variance) and species (13.5%) partially explained the rumen mycobiome composition. As well, diet composition (9%-19%), domestication (11.14%), and biogeography (14.1%) also partially explained AGF community structure; although sampling limitation, geographic range restrictions, and direct association between different factors hindered accurate elucidation of the relative contribution of each factor. Pairwise comparison of rumen and fecal samples obtained from the same subject ( = 13) demonstrated greater diversity and inter-sample variability in rumen versus fecal samples. The genera and were present in higher abundance in rumen samples, while and were enriched in fecal samples. Comparative analysis of global rumen and feces data sets revealed a similar pattern. Our results provide a global view of AGF community in the rumen and identify patterns of AGF variability between rumen and feces in herbivores Gastrointestinal (GI) tract.IMPORTANCERuminants are highly successful and economically important mammalian suborder. Ruminants are herbivores that digest plant material with the aid of microorganisms residing in their GI tract. In ruminants, the rumen compartment represents the most important location where microbially mediated plant digestion occurs, and is known to house a bewildering array of microbial diversity. An important component of the rumen microbiome is the anaerobic gut fungi (AGF), members of the phylum . So far, studies examining AGF diversity have mostly employed fecal samples, and little is currently known regarding the identity of AGF residing in the rumen compartment, factors that impact the observed patterns of diversity and community structure of AGF in the rumen, and how AGF communities in the rumen compare to AGF communities in feces. Here, we examined the rumen AGF diversity using an amplicon-based survey targeting a wide range of wild and domesticated ruminants ( = 206, 15 different animal species) obtained from 15 different countries. Our results demonstrate that while highly diverse, no new AGF genera were identified in the rumen mycobiome samples examined. Our analysis also indicate that animal host phylogeny, diet, biogeography, and domestication status could play a role in shaping AGF community structure. Finally, we demonstrate that a greater level of diversity and higher inter-sample variability was observed in rumen compared to fecal samples, with two genera ( and ) present in higher abundance in rumen samples, and two others ( and ) enriched in fecal samples. Our results provide a global view of the identity, diversity, and community structure of AGF in ruminants, elucidate factors impacting diversity and community structure of the rumen mycobiome, and identify patterns of AGF community variability between the rumen and feces in the herbivorous GI tract.</description><identifier>ISSN: 0099-2240</identifier><identifier>ISSN: 1098-5336</identifier><identifier>EISSN: 1098-5336</identifier><identifier>DOI: 10.1128/aem.01492-23</identifier><identifier>PMID: 38299813</identifier><language>eng</language><publisher>United States: American Society for Microbiology</publisher><subject>Abundance ; Anaerobic processes ; Anaerobiosis ; Animal species ; Animals ; Biogeography ; Caecomyces ; Community structure ; Comparative analysis ; Composition ; Cyllamyces ; Deer ; Digestion ; Digestive system ; Domestication ; Ecology ; Feces ; Fungi ; Fungi - genetics ; Gastrointestinal tract ; Herbivores ; Herbivory ; Humans ; Intestinal microflora ; Microbial Ecology ; Neocallimastix ; Orpinomyces ; Pattern analysis ; Piromyces ; Relative abundance ; Rumen ; Rumen - microbiology ; Ruminants ; Spotlight Selection ; Structural analysis ; Variability</subject><ispartof>Applied and environmental microbiology, 2024-02, Vol.90 (2), p.e0149223</ispartof><rights>Copyright © 2024 American Society for Microbiology.</rights><rights>Copyright American Society for Microbiology Feb 2024</rights><rights>Copyright © 2024 American Society for Microbiology. 2024 American Society for Microbiology.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-a404t-d85957d15fd30052ced13c99cb4a4213a3e20dbf38148ed3c9a0300540e007dd3</cites><orcidid>0000-0002-1022-3502 ; 0000-0003-0379-3440 ; 0000-0002-4488-4042 ; 0000-0001-9159-3785 ; 0000-0001-9692-9559</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://journals.asm.org/doi/pdf/10.1128/aem.01492-23$$EPDF$$P50$$Gasm2$$H</linktopdf><linktohtml>$$Uhttps://journals.asm.org/doi/full/10.1128/aem.01492-23$$EHTML$$P50$$Gasm2$$H</linktohtml><link.rule.ids>230,314,727,780,784,885,3188,27924,27925,52751,52752,52753,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38299813$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Reguera, Gemma</contributor><creatorcontrib>Meili, Casey H</creatorcontrib><creatorcontrib>TagElDein, Moustafa A</creatorcontrib><creatorcontrib>Jones, Adrienne L</creatorcontrib><creatorcontrib>Moon, Christina D</creatorcontrib><creatorcontrib>Andrews, Catherine</creatorcontrib><creatorcontrib>Kirk, Michelle R</creatorcontrib><creatorcontrib>Janssen, Peter H</creatorcontrib><creatorcontrib>J Yeoman, Carl</creatorcontrib><creatorcontrib>Grace, Savannah</creatorcontrib><creatorcontrib>Borgogna, Joanna-Lynn C</creatorcontrib><creatorcontrib>Foote, Andrew P</creatorcontrib><creatorcontrib>Nagy, Yosra I</creatorcontrib><creatorcontrib>Kashef, Mona T</creatorcontrib><creatorcontrib>Yassin, Aymen S</creatorcontrib><creatorcontrib>Elshahed, Mostafa S</creatorcontrib><creatorcontrib>Youssef, Noha H</creatorcontrib><title>Diversity and community structure of anaerobic gut fungi in the rumen of wild and domesticated herbivores</title><title>Applied and environmental microbiology</title><addtitle>Appl Environ Microbiol</addtitle><addtitle>Appl Environ Microbiol</addtitle><description>The rumen houses a diverse community that plays a major role in the digestion process in ruminants. Anaerobic gut fungi (AGF) are key contributors to plant digestion in the rumen. Here, we present a global amplicon-based survey of the rumen AGF mycobiome by examining 206 samples from 15 animal species, 15 countries, and 6 continents. The rumen AGF mycobiome was highly diverse, with 81 out of 88 currently recognized AGF genera or candidate genera identified. However, only six genera ( NY9, and ) were present at &gt;4% relative abundance. AGF diversity was higher in members of the families and compared to . Community structure analysis identified a pattern of phylosymbiosis, where host family (10% of total variance) and species (13.5%) partially explained the rumen mycobiome composition. As well, diet composition (9%-19%), domestication (11.14%), and biogeography (14.1%) also partially explained AGF community structure; although sampling limitation, geographic range restrictions, and direct association between different factors hindered accurate elucidation of the relative contribution of each factor. Pairwise comparison of rumen and fecal samples obtained from the same subject ( = 13) demonstrated greater diversity and inter-sample variability in rumen versus fecal samples. The genera and were present in higher abundance in rumen samples, while and were enriched in fecal samples. Comparative analysis of global rumen and feces data sets revealed a similar pattern. Our results provide a global view of AGF community in the rumen and identify patterns of AGF variability between rumen and feces in herbivores Gastrointestinal (GI) tract.IMPORTANCERuminants are highly successful and economically important mammalian suborder. Ruminants are herbivores that digest plant material with the aid of microorganisms residing in their GI tract. In ruminants, the rumen compartment represents the most important location where microbially mediated plant digestion occurs, and is known to house a bewildering array of microbial diversity. An important component of the rumen microbiome is the anaerobic gut fungi (AGF), members of the phylum . So far, studies examining AGF diversity have mostly employed fecal samples, and little is currently known regarding the identity of AGF residing in the rumen compartment, factors that impact the observed patterns of diversity and community structure of AGF in the rumen, and how AGF communities in the rumen compare to AGF communities in feces. Here, we examined the rumen AGF diversity using an amplicon-based survey targeting a wide range of wild and domesticated ruminants ( = 206, 15 different animal species) obtained from 15 different countries. Our results demonstrate that while highly diverse, no new AGF genera were identified in the rumen mycobiome samples examined. Our analysis also indicate that animal host phylogeny, diet, biogeography, and domestication status could play a role in shaping AGF community structure. Finally, we demonstrate that a greater level of diversity and higher inter-sample variability was observed in rumen compared to fecal samples, with two genera ( and ) present in higher abundance in rumen samples, and two others ( and ) enriched in fecal samples. 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TagElDein, Moustafa A ; Jones, Adrienne L ; Moon, Christina D ; Andrews, Catherine ; Kirk, Michelle R ; Janssen, Peter H ; J Yeoman, Carl ; Grace, Savannah ; Borgogna, Joanna-Lynn C ; Foote, Andrew P ; Nagy, Yosra I ; Kashef, Mona T ; Yassin, Aymen S ; Elshahed, Mostafa S ; Youssef, Noha H</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a404t-d85957d15fd30052ced13c99cb4a4213a3e20dbf38148ed3c9a0300540e007dd3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Abundance</topic><topic>Anaerobic processes</topic><topic>Anaerobiosis</topic><topic>Animal species</topic><topic>Animals</topic><topic>Biogeography</topic><topic>Caecomyces</topic><topic>Community structure</topic><topic>Comparative analysis</topic><topic>Composition</topic><topic>Cyllamyces</topic><topic>Deer</topic><topic>Digestion</topic><topic>Digestive system</topic><topic>Domestication</topic><topic>Ecology</topic><topic>Feces</topic><topic>Fungi</topic><topic>Fungi - genetics</topic><topic>Gastrointestinal tract</topic><topic>Herbivores</topic><topic>Herbivory</topic><topic>Humans</topic><topic>Intestinal microflora</topic><topic>Microbial Ecology</topic><topic>Neocallimastix</topic><topic>Orpinomyces</topic><topic>Pattern analysis</topic><topic>Piromyces</topic><topic>Relative abundance</topic><topic>Rumen</topic><topic>Rumen - microbiology</topic><topic>Ruminants</topic><topic>Spotlight Selection</topic><topic>Structural analysis</topic><topic>Variability</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Meili, Casey H</creatorcontrib><creatorcontrib>TagElDein, Moustafa A</creatorcontrib><creatorcontrib>Jones, Adrienne L</creatorcontrib><creatorcontrib>Moon, Christina D</creatorcontrib><creatorcontrib>Andrews, Catherine</creatorcontrib><creatorcontrib>Kirk, Michelle R</creatorcontrib><creatorcontrib>Janssen, Peter H</creatorcontrib><creatorcontrib>J Yeoman, Carl</creatorcontrib><creatorcontrib>Grace, Savannah</creatorcontrib><creatorcontrib>Borgogna, Joanna-Lynn C</creatorcontrib><creatorcontrib>Foote, Andrew P</creatorcontrib><creatorcontrib>Nagy, Yosra I</creatorcontrib><creatorcontrib>Kashef, Mona T</creatorcontrib><creatorcontrib>Yassin, Aymen S</creatorcontrib><creatorcontrib>Elshahed, Mostafa S</creatorcontrib><creatorcontrib>Youssef, Noha H</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Environment Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>Environment Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Applied and environmental microbiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Meili, Casey H</au><au>TagElDein, Moustafa A</au><au>Jones, Adrienne L</au><au>Moon, Christina D</au><au>Andrews, Catherine</au><au>Kirk, Michelle R</au><au>Janssen, Peter H</au><au>J Yeoman, Carl</au><au>Grace, Savannah</au><au>Borgogna, Joanna-Lynn C</au><au>Foote, Andrew P</au><au>Nagy, Yosra I</au><au>Kashef, Mona T</au><au>Yassin, Aymen S</au><au>Elshahed, Mostafa S</au><au>Youssef, Noha H</au><au>Reguera, Gemma</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Diversity and community structure of anaerobic gut fungi in the rumen of wild and domesticated herbivores</atitle><jtitle>Applied and environmental microbiology</jtitle><stitle>Appl Environ Microbiol</stitle><addtitle>Appl Environ Microbiol</addtitle><date>2024-02-21</date><risdate>2024</risdate><volume>90</volume><issue>2</issue><spage>e0149223</spage><pages>e0149223-</pages><issn>0099-2240</issn><issn>1098-5336</issn><eissn>1098-5336</eissn><abstract>The rumen houses a diverse community that plays a major role in the digestion process in ruminants. Anaerobic gut fungi (AGF) are key contributors to plant digestion in the rumen. Here, we present a global amplicon-based survey of the rumen AGF mycobiome by examining 206 samples from 15 animal species, 15 countries, and 6 continents. The rumen AGF mycobiome was highly diverse, with 81 out of 88 currently recognized AGF genera or candidate genera identified. However, only six genera ( NY9, and ) were present at &gt;4% relative abundance. AGF diversity was higher in members of the families and compared to . Community structure analysis identified a pattern of phylosymbiosis, where host family (10% of total variance) and species (13.5%) partially explained the rumen mycobiome composition. As well, diet composition (9%-19%), domestication (11.14%), and biogeography (14.1%) also partially explained AGF community structure; although sampling limitation, geographic range restrictions, and direct association between different factors hindered accurate elucidation of the relative contribution of each factor. Pairwise comparison of rumen and fecal samples obtained from the same subject ( = 13) demonstrated greater diversity and inter-sample variability in rumen versus fecal samples. The genera and were present in higher abundance in rumen samples, while and were enriched in fecal samples. Comparative analysis of global rumen and feces data sets revealed a similar pattern. Our results provide a global view of AGF community in the rumen and identify patterns of AGF variability between rumen and feces in herbivores Gastrointestinal (GI) tract.IMPORTANCERuminants are highly successful and economically important mammalian suborder. Ruminants are herbivores that digest plant material with the aid of microorganisms residing in their GI tract. In ruminants, the rumen compartment represents the most important location where microbially mediated plant digestion occurs, and is known to house a bewildering array of microbial diversity. An important component of the rumen microbiome is the anaerobic gut fungi (AGF), members of the phylum . So far, studies examining AGF diversity have mostly employed fecal samples, and little is currently known regarding the identity of AGF residing in the rumen compartment, factors that impact the observed patterns of diversity and community structure of AGF in the rumen, and how AGF communities in the rumen compare to AGF communities in feces. Here, we examined the rumen AGF diversity using an amplicon-based survey targeting a wide range of wild and domesticated ruminants ( = 206, 15 different animal species) obtained from 15 different countries. Our results demonstrate that while highly diverse, no new AGF genera were identified in the rumen mycobiome samples examined. Our analysis also indicate that animal host phylogeny, diet, biogeography, and domestication status could play a role in shaping AGF community structure. Finally, we demonstrate that a greater level of diversity and higher inter-sample variability was observed in rumen compared to fecal samples, with two genera ( and ) present in higher abundance in rumen samples, and two others ( and ) enriched in fecal samples. Our results provide a global view of the identity, diversity, and community structure of AGF in ruminants, elucidate factors impacting diversity and community structure of the rumen mycobiome, and identify patterns of AGF community variability between the rumen and feces in the herbivorous GI tract.</abstract><cop>United States</cop><pub>American Society for Microbiology</pub><pmid>38299813</pmid><doi>10.1128/aem.01492-23</doi><tpages>19</tpages><orcidid>https://orcid.org/0000-0002-1022-3502</orcidid><orcidid>https://orcid.org/0000-0003-0379-3440</orcidid><orcidid>https://orcid.org/0000-0002-4488-4042</orcidid><orcidid>https://orcid.org/0000-0001-9159-3785</orcidid><orcidid>https://orcid.org/0000-0001-9692-9559</orcidid><oa>free_for_read</oa></addata></record>
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identifier ISSN: 0099-2240
ispartof Applied and environmental microbiology, 2024-02, Vol.90 (2), p.e0149223
issn 0099-2240
1098-5336
1098-5336
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10880628
source MEDLINE; American Society for Microbiology Journals; PubMed Central; Alma/SFX Local Collection
subjects Abundance
Anaerobic processes
Anaerobiosis
Animal species
Animals
Biogeography
Caecomyces
Community structure
Comparative analysis
Composition
Cyllamyces
Deer
Digestion
Digestive system
Domestication
Ecology
Feces
Fungi
Fungi - genetics
Gastrointestinal tract
Herbivores
Herbivory
Humans
Intestinal microflora
Microbial Ecology
Neocallimastix
Orpinomyces
Pattern analysis
Piromyces
Relative abundance
Rumen
Rumen - microbiology
Ruminants
Spotlight Selection
Structural analysis
Variability
title Diversity and community structure of anaerobic gut fungi in the rumen of wild and domesticated herbivores
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