Establishment of a non-Westernized gut microbiota in men who have sex with men is associated with sexual practices

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Reviewed Marked as Reviewed by Svetlana up on 2024-5-2
study design
Citation
PMID PubMed identifier for scientific articles.
DOI Digital object identifier for electronic documents.
Authors
Huang KD, Amend L, Gálvez EJC, Lesker TR, de Oliveira R, Bielecka A, Blanco-Míguez A, Valles-Colomer M, Ruf I, Pasolli E, Buer J, Segata N, Esser S, Strowig T, Kehrmann J
Journal
Cell reports. Medicine
Year
2024
Keywords:
MSM, Prevotella, RAI, Segatella, gut microbiome, non-Westernized microbiota, oral sex, sex partner, sexual orientation
The human gut microbiota is influenced by various factors, including health status and environmental conditions, yet considerable inter-individual differences remain unexplained. Previous studies identified that the gut microbiota of men who have sex with men (MSM) is distinct from that of non-MSM. Here, we reveal through species-level microbiota analysis using shotgun metagenomics that the gut microbiota of many MSM with Western origin resembles gut microbial communities of non-Westernized populations. Specifically, MSM gut microbiomes are frequently dominated by members of the Prevotellaceae family, including co-colonization of species from the Segatella copri complex and unknown Prevotellaceae members. Questionnaire-based analysis exploring inter-individual differences in MSM links specific sexual practices to microbiota composition. Moreover, machine learning identifies microbial features associated with sexual activities in MSM. Together, this study shows associations of sexual activities with gut microbiome alterations in MSM, which may have a large impact on population-based microbiota studies.

Experiment 1


Reviewed Marked as Reviewed by Svetlana up on 2024-5-2

Curated date: 2024/03/05

Curator: Uhabiba14

Revision editor(s): WikiWorks, MyleeeA, Uhabiba14, Fiddyhamma

Subjects

Location of subjects
China
Germany
Host species Species from which microbiome was sampled. Contact us to have more species added.
Homo sapiens
Body site Anatomical site where microbial samples were extracted from according to the Uber Anatomy Ontology
Feces Cow dung,Cow pat,Droppings,Dung,Excrement,Excreta,Faeces,Fecal material,Fecal matter,Fewmet,Frass,Guano,Matières fécales@fr,Merde@fr,Ordure,Partie de la merde@fr,Piece of shit,Porción de mierda@es,Portion of dung,Portion of excrement,Portion of faeces,Portion of fecal material,Portion of fecal matter,Portion of feces,Portion of guano,Portion of scat,Portionem cacas,Scat,Spoor,Spraint,Stool,Teil der fäkalien@de,Feces,feces
Condition The experimental condition / phenotype studied according to the Experimental Factor Ontology
Male homosexuality Male homosexuality,male homosexuality
Group 0 name Corresponds to the control (unexposed) group for case-control studies
Men with 0-3 sexual partners
Group 1 name Corresponds to the case (exposed) group for case-control studies
Men with >3 sexual partners
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Men in the risk increasing category with more than 3 sexual partners (in the last 12 months).
Group 0 sample size Number of subjects in the control (unexposed) group
38
Group 1 sample size Number of subjects in the case (exposed) group
29
Antibiotics exclusion Number of days without antibiotics usage (if applicable) and other antibiotics-related criteria used to exclude participants (if any)
6 months

Lab analysis

Sequencing type
WMS
16S variable region One or more hypervariable region(s) of the bacterial 16S gene
Not specified
Sequencing platform Manufacturer and experimental platform used for quantifying microbial abundance
Illumina

Statistical Analysis

Data transformation Data transformation applied to microbial abundance measurements prior to differential abundance testing (if any).
relative abundances
Statistical test
LEfSe
Significance threshold p-value or FDR threshold used for differential abundance testing (if any)
0.05
MHT correction Have statistical tests be corrected for multiple hypothesis testing (MHT)?
No
LDA Score above Threshold for the linear discriminant analysis (LDA) score for studies using the popular LEfSe tool
2.0

Alpha Diversity

Shannon Estimator of species richness and species evenness: more weight on species richness
unchanged
Richness Number of species
unchanged

Signature 1

Reviewed Marked as Reviewed by Svetlana up on 2024-5-2

Curated date: 2024/03/05

Curator: Uhabiba14

Revision editor(s): WikiWorks, MyleeeA, Uhabiba14, Fiddyhamma

Source: figure 4 (c) and Supplementary Table S4

Description: Species-level taxonomic biomarkers identified using LEfSe to associate with behaviors having >3 (and 0–3) sexual partners.

Abundance in Group 1: decreased abundance in Men with >3 sexual partners

NCBI Quality ControlLinks
Blautia massiliensis (ex Durand et al. 2017)
Candidatus Neoanaerotignum tabaqchaliae
Clostridia bacterium
Lachnospira pectinoschiza
Methanomassiliicoccales archaeon
Oscillibacter
Bacteroidales incertae sedis
Clostridia incertae sedis

Revision editor(s): WikiWorks, MyleeeA, Uhabiba14, Fiddyhamma

Signature 2

Reviewed Marked as Reviewed by Svetlana up on 2024-5-2

Curated date: 2024/03/05

Curator: Uhabiba14

Revision editor(s): WikiWorks, MyleeeA, Uhabiba14, Fiddyhamma

Source: figure 4C and SupplementaryTable S4

Description: Species-level taxonomic biomarkers identified using LEfSe58 to associate with behaviors having ( 0–3) sexual partners. Only taxonomically known species are displayed

Abundance in Group 1: increased abundance in Men with >3 sexual partners

NCBI Quality ControlLinks
Anaerotignum faecicola
Bacteroidaceae bacterium
Brachyspira pilosicoli
Campylobacteraceae bacterium
Candidatus Gastranaerophilales bacterium
Lacrimispora amygdalina
Oscillospiraceae bacterium
Prevotella pectinovora
Prevotellamassilia timonensis
Segatella copri clade CSegatella copri clade C
Segatella copri clade BSegatella copri clade B

Revision editor(s): WikiWorks, MyleeeA, Uhabiba14, Fiddyhamma

Experiment 3


Reviewed Marked as Reviewed by Svetlana up on 2024-5-2

Curated date: 2024/04/13

Curator: MyleeeA

Revision editor(s): MyleeeA, Fiddyhamma, WikiWorks

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
No Oral Sex
Group 1 name Corresponds to the case (exposed) group for case-control studies
Yes Oral Sex
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Men in the risk increasing category who practice Oral sex.
Group 0 sample size Number of subjects in the control (unexposed) group
21
Group 1 sample size Number of subjects in the case (exposed) group
42
Antibiotics exclusion Number of days without antibiotics usage (if applicable) and other antibiotics-related criteria used to exclude participants (if any)
6 Months

Lab analysis

Statistical Analysis

Alpha Diversity

Shannon Estimator of species richness and species evenness: more weight on species richness
unchanged
Richness Number of species
unchanged

Signature 1

Reviewed Marked as Reviewed by Svetlana up on 2024-5-2

Curated date: 2024/04/13

Curator: MyleeeA

Revision editor(s): MyleeeA, WikiWorks

Source: Supplementary Table S4

Description: Species-level taxonomic biomarkers identified using LEfSe to associate with No Oral sex and Yes Oral sex.

Abundance in Group 1: increased abundance in Yes Oral Sex

NCBI Quality ControlLinks
Bacteroidaceae bacterium
Clostridia bacterium
Desulfovibrio piger
Phascolarctobacterium succinatutens
Prevotella pectinovora
Prevotella sp.
Lachnospiraceae incertae sedis
Oscillospiraceae bacterium
Clostridia incertae sedis
Rikenellaceae incertae sedis
[Ruminococcus] torques

Revision editor(s): MyleeeA, WikiWorks

Signature 2

Reviewed Marked as Reviewed by Svetlana up on 2024-5-2

Curated date: 2024/04/13

Curator: MyleeeA

Revision editor(s): MyleeeA, WikiWorks

Source: Supplementary Table S4

Description: Species-level taxonomic biomarkers identified using LEfSe to associate with No Oral sex and Yes Oral sex.

Abundance in Group 1: decreased abundance in Yes Oral Sex

NCBI Quality ControlLinks
Bacteroides thetaiotaomicron
Bifidobacterium bifidum
Bilophila wadsworthia
Campylobacter gracilis
Candidatus Avimicrobium caecorum
Clostridia bacterium
Clostridium disporicum
Erysipelotrichaceae bacterium
Lachnospiraceae bacterium
Phascolarctobacterium faecium
Phocaeicola massiliensis
Anaeromassilibacillus sp.
Merdimonas faecis
Mesosutterella multiformis
[Ruminococcus] lactaris
Oscillospiraceae bacterium
Bacilli incertae sedis

Revision editor(s): MyleeeA, WikiWorks

Experiment 4


Reviewed Marked as Reviewed by Svetlana up on 2024-5-2

Curated date: 2024/04/13

Curator: MyleeeA

Revision editor(s): MyleeeA, Fiddyhamma, WikiWorks

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Condom use (Sometimes during RAI)
Group 1 name Corresponds to the case (exposed) group for case-control studies
No Condom use (during RAI)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Men in the risk increasing category who never use Condom during Receptive Anal intercourse.
Group 0 sample size Number of subjects in the control (unexposed) group
15
Group 1 sample size Number of subjects in the case (exposed) group
37

Lab analysis

Statistical Analysis

Alpha Diversity

Shannon Estimator of species richness and species evenness: more weight on species richness
increased
Richness Number of species
unchanged

Experiment 8


Reviewed Marked as Reviewed by Svetlana up on 2024-5-2

Curated date: 2024/04/17

Curator: MyleeeA

Revision editor(s): MyleeeA, WikiWorks

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
MSM
Group 1 name Corresponds to the case (exposed) group for case-control studies
Westernized
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Westernization describes a population with incremental urbanization, profound lifestyle changes, including but not limited to, transition from autarchic means of producing food to controlled food production chain, increased hygiene and accessibility to modern medicals, introduction of food sterilization, increased exposure to pollutants, and switch from high-fiber simple diets to high-fat high-protein processes that has been undergoing for centuries.
Group 0 sample size Number of subjects in the control (unexposed) group
93
Group 1 sample size Number of subjects in the case (exposed) group
93

Lab analysis

Statistical Analysis

Statistical test
Fisher's Exact Test
MHT correction Have statistical tests be corrected for multiple hypothesis testing (MHT)?
Yes
LDA Score above Threshold for the linear discriminant analysis (LDA) score for studies using the popular LEfSe tool
Not specified


Signature 1

Reviewed Marked as Reviewed by Svetlana up on 2024-5-2

Curated date: 2024/04/17

Curator: MyleeeA

Revision editor(s): MyleeeA, WikiWorks

Source: Supplementary Table S3

Description: Species enriched in MSM and Westernized.

Abundance in Group 1: increased abundance in Westernized

NCBI Quality ControlLinks
Alphaproteobacteria bacterium
Bacilli bacterium
Bacteroidaceae bacterium
Bacteroidales bacterium
Blastocystis sp. subtypes
Brachyspira pilosicoli
Campylobacteraceae bacterium
Candidatus Gastranaerophilales bacterium
Clostridia bacterium
Clostridiaceae bacterium
Clostridiales bacterium
Clostridium sp.
Desulfovibrionaceae bacterium
Dorea longicatena
Duodenibacillus massiliensis
Opitutales bacterium
Oscillospiraceae bacterium
Propionibacterium freudenreichii
Selenomonadales bacterium
Victivallis vadensis
unclassified Bacteroidales
unclassified Clostridia
unclassified Coriobacteriia
Helicobacteraceae bacterium

Revision editor(s): MyleeeA, WikiWorks

Signature 2

Reviewed Marked as Reviewed by Svetlana up on 2024-5-2

Curated date: 2024/04/17

Curator: MyleeeA

Revision editor(s): MyleeeA, WikiWorks

Source: Supplementary Table S3

Description: Species enriched in MSM and Westernized.

Abundance in Group 1: decreased abundance in Westernized

NCBI Quality ControlLinks
Akkermansia muciniphila
Alistipes inops
Anaerostipes caccae
Bacteroides fragilis
Bacteroides intestinalis
Bacteroides stercoris
Bacteroides xylanisolvens
Bifidobacterium bifidum
Bilophila wadsworthia
Blautia
Blautia faecis
Blautia obeum
Blautia sp.
Clostridia bacterium
Dialister invisus
Dorea longicatena
Eisenbergiella massiliensis
Eubacteriaceae bacterium
Eubacterium sp.
Mediterraneibacter glycyrrhizinilyticus
Mogibacterium diversum
Monoglobus pectinilyticus
Phocaeicola plebeius
Prevotella marseillensis
Romboutsia timonensis
Sellimonas intestinalis
Solobacterium
Streptococcus infantis
Streptococcus mitis
Streptococcus sp.
Turicibacter sanguinis
Veillonella rogosae
unclassified Bacilli
Coriobacteriia bacterium
Candidatus Avimonas narfae
unclassified Clostridia
[Clostridium] scindens
Lachnospira hominis (ex Liu et al. 2021)
[Clostridium] symbiosum
Lawsonibacter hominis
[Ruminococcus] lactaris
Neglectibacter timonensis
Negativibacillus massiliensis
Thomasclavelia ramosa
[Clostridium] innocuum

Revision editor(s): MyleeeA, WikiWorks

Experiment 10


Reviewed Marked as Reviewed by Svetlana up on 2024-5-2

Curated date: 2024/04/17

Curator: MyleeeA

Revision editor(s): MyleeeA, WikiWorks

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Non MSM
Group 1 name Corresponds to the case (exposed) group for case-control studies
MSM
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Men who have sex with Men
Group 0 sample size Number of subjects in the control (unexposed) group
31

Lab analysis

Statistical Analysis

Alpha Diversity

Shannon Estimator of species richness and species evenness: more weight on species richness
increased
Richness Number of species
unchanged

Signature 1

Reviewed Marked as Reviewed by Svetlana up on 2024-5-2

Curated date: 2024/04/17

Curator: MyleeeA

Revision editor(s): MyleeeA, WikiWorks

Source: Supplementary Table S3

Description: Species enriched in MSM and Non MSM.

Abundance in Group 1: increased abundance in MSM

NCBI Quality ControlLinks
Bacillota bacterium
Bacteroidaceae bacterium
Clostridia bacterium
Desulfovibrio piger
Eubacterium sp.
Faecalibacterium prausnitzii
Fusobacterium mortiferum
Lachnospiraceae bacterium
Holdemanella biformis
Lentisphaeria bacterium
Methanomassiliicoccales archaeon
Mitsuokella jalaludinii
Phascolarctobacterium succinatutens
Prevotella
Prevotella pectinovora
Rikenellaceae bacterium
Roseburia sp.
Slackia isoflavoniconvertens
Streptococcus parasanguinis
unclassified Clostridia
unclassified Lachnospiraceae
unclassified Oscillospiraceae
unclassified Rikenellaceae
Prevotella sp. Marseille
Catenibacterium sp.
Segatella copri clade ASegatella copri clade A
Segatella copri clade CSegatella copri clade C
Segatella copri clade DSegatella copri clade D
Segatella copri clade GSegatella copri clade G
Segatella copri clade HSegatella copri clade H
Prevotella sp.
Brachyspira aalborgi
Megasphaera sp.
Bacilli bacterium
Segatella hominis

Revision editor(s): MyleeeA, WikiWorks

Signature 2

Reviewed Marked as Reviewed by Svetlana up on 2024-5-2

Curated date: 2024/04/18

Curator: MyleeeA

Revision editor(s): MyleeeA, WikiWorks

Source: Supplementary Table S3

Description: Species enriched in MSM and Non MSM.

Abundance in Group 1: decreased abundance in MSM

NCBI Quality ControlLinks
Acidaminococcaceae bacterium
Agathobaculum butyriciproducens
Alistipes communis
Alistipes inops
Alistipes onderdonkii
Alistipes putredinis
Anaerotignum faecicola
Bacteroides caccae
Bacteroides cellulosilyticus
Bacteroides finegoldii
Bacteroides fragilis
Bacteroides ovatus
Bacteroides thetaiotaomicron
Bacteroides uniformis
Barnesiella intestinihominis
Bifidobacterium bifidum
Bifidobacterium longum
Bifidobacterium pseudocatenulatum
Blautia faecis
Blautia wexlerae
Candidatus Gastranaerophilales bacterium
Clostridia bacterium
Clostridiaceae bacterium
Clostridium sp.
Dialister invisus
Evtepia gabavorous
Faecalibacterium prausnitzii
Flavonifractor plautii
Fusicatenibacter saccharivorans
Gemmiger
Mediterraneibacter gnavus
Mesosutterella multiformis
Odoribacter splanchnicus
Parabacteroides distasonis
Paraprevotella clara
Parasutterella
Parasutterella excrementihominis
Phascolarctobacterium faecium
Phocaeicola coprocola
Phocaeicola dorei
Phocaeicola plebeius
Phocaeicola vulgatus
Ruminococcus bicirculans (ex Liu et al. 2021)
Ruminococcus callidus
[Ruminococcus] lactaris
[Ruminococcus] torques
unclassified Clostridia
Segatella copri clade BSegatella copri clade B
Clostridium fessum

Revision editor(s): MyleeeA, WikiWorks